世界各国のリアルタイムなデータ・インテリジェンスで皆様をお手伝い
【調査レポートセット】AI市場：テクノロジー別、ソリューション・アプリ別、ユースケース別、産業別AI Market by Technology, Solutions and Apps, Use Cases and Industry Verticals 概要 本調査は、人工知能の技術、ソリューション、アプリケーションの市場機会を扱った最も包括的な調査です。 人工知能(AI)は、Machine Learning、Deep Learning、Natural Language P... もっと見る
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概要
本調査は、人工知能の技術、ソリューション、アプリケーションの市場機会を扱った最も包括的な調査です。
人工知能(AI)は、Machine Learning、Deep Learning、Natural Language Processingなど、さまざまなテクノロジーを表しています。マインドコマースでは、データ管理から小売店での買い物まで、多くのシステムやアプリケーションにAIがますます組み込まれています。
現在、AI分野は非常に細分化されており、ほとんどの企業がサイロ方式のソリューションに注力しているのが特徴です。長期的には、Mind Commerce社は、複数のタイプのAIを含む多くのソリューションや、モノのインターネット（IoT）やデータ分析などの他の主要分野との統合を考えています。
サイバーセキュリティ分野におけるAIの潜在的な使用例は数多くあります。例えば、IoTにおいてAIを利用することで、セキュリティの強化、資産の保護、不正行為の低減を図ることができます。
IoTのセキュリティについては、さまざまな意見があります。例えば、分散型（非中央集権型）のアプローチを好む企業もあれば、厳密に中央集権型のクラウドアーキテクチャを活用した中央集権型のアプローチの方が理にかなっていると考える企業もあります。
マインドコマースでは、署名ベースのセキュリティソリューションは、分散したエンドポイントと集中型クラウド間の通信のスループットが制限されるなど、さまざまな理由から、エッジコンピューティング環境のIoTでは機能しないと考えています。
AIには、より軽量なアプリケーションであること（既知のウイルスのデジタル署名やコードを追跡するためのすべてのデータを必要としないため）、マルウェアの識別に効果的であること、常に新しいマルウェアコードを識別する必要がないため保守が容易でコストがかからないことなど、さまざまな利点があります。これはすべて、AIベースのセキュリティが、既知の悪意のあるコードではなく、悪意のある行動を探しているからです。
長期的には、AIは不正防止や悪意のある行為の防止にとどまらず、高度な分析や意思決定のためにAIが活用されるようになるでしょう。特に、リアルタイムデータを扱うIoTソリューションでは、自律的な行動を決定するためにAIが活用されることになるでしょう。
コンシューマー市場におけるAI
チャットボットやバーチャル・パーソナル・アシスタント（VPA）によるカスタマーケアやライフスタイルの向上など、AIがサポートするコンシューマー向けのアプリやサービスは多岐にわたります。自動車業界も、VPAの搭載などの短期的なソリューションから、自動運転車のAIサポートなどの長期的なユースケースまで、AIの有用性が高まっている例です。
また、AIが組み込まれる消費者市場の分野として、ウェアラブル技術があります。ウェアラブルがより主流になり、日常生活への依存度が高まるにつれて、人工知能、ビッグデータ、アナリティクスとの統合が必要になってくるでしょう。
企業におけるAI
AIは、データ管理に大きな影響を与えると予想されています。しかし、その影響はデータ管理にとどまらず、これらの技術がますますあらゆるネットワーク、デバイス、アプリケーション、サービスの一部になっていくことが予想されます。
企業にとって重要なのは、AIを活用して意思決定を最適化するエキスパートシステムの一種である、インテリジェント意思決定支援システム（IDSS）です。IDSSは、農業、医療、都市開発など、さまざまな分野で活用されるでしょう。また、企業や政府機関の最高レベルの政策立案や戦略にもIDSSが活用されるでしょう。
Summary
米国調査会社マインドコマース(Mind Commerce)の下記の調査レポートのセット販売です。たいへんお得な価格設定です。
Artificial Intelligence in Epidemiology Market by AI Type, Infrastructure, Deployment Model, and Services 2021 – 2026
AI Market by Technology Type, Deployment Method, Solution Type, Integration (Technologies, Networks, and Devices) and Industry Verticals 2021 – 2026
Artificial Intelligence in Next Generation Networking by Infrastructure, Network Type, IoT Solution, Segment (Consumer, Enterprise, Industrial, and Government), and Industry Vertical 2021 – 2026
Overview:
This represents the most comprehensive research addressing market opportunities for artificial intelligence technology, solutions and applications. This research bundle contains over 2,400 pages consisting of the following individual reports:
Priced separately, these reports represent an aggregate value of over $35,000 at the single-user license level. Offered as a group, these reports may be procured for only $12,000, $14,000, $18,000 and $24,000 at the Single-user, Multi-user, Enterprise and Global Enterprise License levels respectively.
Artificial Intelligence (AI) represents a wide variety of technologies including Machine Learning, Deep Learning, Natural Language Processing and more. Mind Commerce sees AI increasingly embedded within many systems and applications including everything from data management to retail shopping.
The AI segment is currently very fragmented, characterized with most companies focusing on silo approaches to solutions. Longer term, Mind Commerce sees many solutions involving multiple AI types as well as integration across other key areas such as the Internet of Things (IoT) and data analytics.
There are many potential use cases for AI within the cybersecurity domain. For example, AI may be used in IoT to bolster security, safeguard assets, and reduce fraud.
There are varying opinions about security in IoT. For example, some companies favor a distributed (decentralized) approach whereas other companies believe a more centralized approach leveraging strictly centralized cloud architecture makes more sense.
Mind Commerce sees no way in which signature-based security solutions will work with IoT in an edge computing environment for a variety of reasons including the limitation on throughput of communications between distributed end-points and centralized cloud.
AI has various advantages including the fact that it is a more lightweight application (because it does not require all the data that comes with tracking digital signatures/code for known viruses), more effective in identifying malware, easier and less costly to maintain as there is no need to constantly identify new malware code. This is all because AI based security is looking for malicious behaviors rather than known malicious code.
Longer term, AI will move beyond fraud prevention and prevention of malicious acts as AI will be used to feed advanced analytics and decision making. This will be especially true in IoT solutions involving real-time data as AI will be used to make determinations for autonomous actions.
AI in Consumer Markets
Consumer-facing apps and services supported by AI are many and varied including chatbots and Virtual Personal Assistants (VPA) in support of customer care and lifestyle enhancement. The automobile industry is another example in which AI is becoming increasingly useful, both in the near-term for solutions such as inclusion of VPAs, and longer-term use cases such as AI support of self-driving vehicles.
Another consumer market area in which AI will be integrated is wearable technology. As wearables become more mainstream, and integrate into everyday life with increasing dependency, there will be a need for integration with Artificial Intelligence, Big Data, and Analytics.
AI in Enterprise
AI is expected to have a big impact on data management. However, the impact goes well beyond data management as we anticipate that these technologies will increasingly become part of every network, device, application, and service.
One area important to enterprise will be Intelligent Decision Support Systems (IDSS), which are a form of Expert System which utilize AI to optimize decision making. IDSS will be used in many fields including agriculture, medicine, urban development, and other areas. IDSS will also be used in policy making and strategy at the highest levels of enterprise as well as governmental organizations.
Table of Contents
AI Chipsets for Wireless Networks and Devices, Cloud and Next Generation Computing, IoT, and Big Data Analytics 2021 – 2026
1.0 Executive Summary 2.0 Research Overview 2.1 Research Objectives 2.2 Select Findings 3.0 AI Chipsets Introduction 3.1 AI Chipsets 3.1.1 Chipset Components 3.1.2 General Purpose Applications 3.2 AI Systems 3.3 Market Dynamics Analysis 3.4 AI Investments 3.5 Competitive Market 4.0 Technologies, Solutions, and Markets 4.1 Chipsets Technology and Products 4.2 AI Technology 4.2.1 Machine Learning 4.2.2 Machine Learning APIs 4.2.3 Deep Machine Learning 4.2.4 Natural Language Processing 4.2.5 Computer Vision 4.2.6 Voice Recognition 4.2.7 Context Awareness Computing 4.2.8 Neural Networks 4.2.9 Facial Recognition 4.3 Deployment Platform 4.4 IoT Sector 4.5 Applications in Industry Verticals 4.6 Regional Markets 4.7 Value Chain 4.8 5G Network and Edge Computing 4.9 Cloud Computing and Data Analytics 4.10 Industry 4.0 and Factory Automation 4.11 Autonomous Networks 4.12 Blockchain Networks 4.13 Quantum Computing 4.14 Machine Intelligence 4.15 Nanoscale Technology 4.16 Mobile Network Operators 5.0 Company Analysis 5.1 NVidia Corporation 5.2 IBM Corporation 5.3 Intel Corporation 5.4 Samsung Electronics Co Ltd. 5.5 Microsoft Corporation 5.6 Baidu Inc. 5.7 Qualcomm Incorporated 5.8 Huawei Technologies Co. Ltd. 5.9 Fujitsu Ltd. 5.10 Softbank Group Corp. (ARM Limited) 5.11 Apple Inc. 5.12 Amazon Inc. 5.13 SK Telecom 5.14 Inbenta Technologies Inc. 5.15 Microchip Technology Inc. 5.16 Texas Instruments Inc. 5.17 Advanced Micro Devices Inc. 5.18 XILINX Inc. 5.19 Micron Technology 5.20 AIBrain Inc. 5.21 General Vision Inc. 5.22 Sentient Technologies Holdings Limited 5.23 Graphcore 5.24 Analog Devices Inc. 5.25 Cypress Semiconductor Corp 5.26 Rohm Semiconductor 5.27 Semtech Corporation 5.28 NXP Semiconductors N.V. 5.29 STMicroelectronics 5.30 MediaTek Inc. 5.31 Renesas Electronics Corporation 5.32 ZTE Corporation 5.33 NEC Corporation 5.34 Broadcom Corporation 5.35 Integrated Device Technology Inc. 5.36 Toshiba Corporation 5.37 Adapteva Inc. 5.38 Applied Materials Inc. 5.39 Bitmain Technologies Inc. 5.40 Cambricon Technologies Corporation Limited 5.41 DeePhi Tech 5.42 Gyrfalcon Technology Inc. 5.43 Horizon Robotics 5.44 Mythic 5.45 Tenstorrent Inc. 5.46 Wave Computing 5.47 Mellanox Technologies 5.48 Koniku 5.49 Numenta Inc. 5.50 Imagination Technologies Limited 5.51 Synopsys Inc. 5.52 SenseTime 5.53 Marvell Technology Group Ltd. 5.54 Cadence Design Systems Inc. 5.55 Rockchip 5.56 VeriSilicon Limited 5.57 Knuedge Inc. 5.58 KRTKL Inc. 5.59 Shanghai Think-Force Electronic Technology Co. Ltd. 5.60 SK Hynix Inc. 5.61 Taiwan Semiconductor Manufacturing Company Limited 5.62 Alphabet (Google) 5.63 Thinci 5.64 LG Corporation 5.65 SambaNova Systems 5.66 Groq 5.67 Kalray 5.68 Facebook 5.69 Almotive 5.70 AnotherBrain 5.71 BrainChip Holdings 5.72 Cerebras Systems 5.73 Chipintelli 5.74 Tesla (DeepScale) 5.75 Kneron 5.76 NovuMind 5.77 ThinkForce 5.78 Vathys 5.79 Nervana Systems 5.80 Barefoot Networks 5.81 Alibaba Group 5.82 Megvii 5.83 HPE 5.84 Dell Inc. (Dell EMC) 5.85 Western Digital 5.86 Habana 5.87 Nokia 6.0 AI Chipsets Market Analysis and Forecasts 2021 – 2026 6.1 Global AI Chipsets Market 2021 – 2026 6.1.1 Total Global Market Size 2021 – 2026 6.1.2 Market by Segment 2021 – 2026 6.1.2.1 Market by Hardware 2021 – 2026 6.1.2.1.1 Market by Product 2021 – 2026 6.1.2.1.2 Product Market by Technology 2021 – 2026 6.1.2.1.3 Market by Processors 2021 – 2026 6.1.2.2 Software Market by AI Technology 2021 – 2026 6.1.2.2.1 Software Market by AI Technology Type 2021 – 2026 6.1.2.2.2 Software Market by ML Technology 2021 – 2026 6.1.2.3 Market by Service 2021 – 2026 6.1.2.4 Market by Professional Service 2021 – 2026 6.1.3 Market by Deployment Platform 2021 – 2026 6.1.3.1 Market by IoT Device 2021 – 2026 6.1.3.1.1 Market by Wearable Device 2021 – 2026 6.1.3.1.2 Market by Medical and Healthcare Device 2021 – 2026 6.1.3.1.3 Market by Smart Appliances 2021 – 2026 6.1.3.1.4 Market by Industrial Machine 2021 – 2026 6.1.3.1.5 Market by Entertainment Device 2021 – 2026 6.1.3.1.6 Market by Security Device 2021 – 2026 6.1.3.1.7 Market by Network Device 2021 – 2026 6.1.3.1.8 Market by Connected Vehicle Device 2021 – 2026 6.1.3.1.9 Market by Smart Grid Device 2021 – 2026 6.1.3.1.10 Market by Military Device 2021 – 2026 6.1.3.1.11 Market by Energy Management Device 2021 – 2026 6.1.3.1.12 Market by Agriculture Specific Device 2021 – 2026 6.1.3.2 Market by Non-IoT Device 2021 – 2026 6.1.3.3 Market by IoT “Things” 2021 – 2026 6.1.4 Market by Application 2021 – 2026 6.1.5 Market by Industry Vertical 2021 – 2026 6.1.5.1 Market by Healthcare Application 2021 – 2026 6.1.5.2 Market by Manufacturing Application 2021 – 2026 6.1.5.3 Market by Consumer Electronics Application 2021 – 2026 6.1.5.4 Market by Automotive and Transportation Application 2021 – 2026 6.1.5.5 Market by Consumer Application 2021 – 2026 6.1.5.6 Market by Marketing Application 2021 – 2026 6.1.5.7 Market by FinTech Application 2021 – 2026 6.1.5.8 Market by Building and Construction Application 2021 – 2026 6.1.5.9 Market by Agriculture Application 2021 – 2026 6.1.5.10 Market by Security and Surveillance Application 2021 – 2026 6.1.5.11 Market by Government and Military Application 2021 – 2026 6.1.5.12 Market by Human Resource Application 2021 – 2026 6.1.5.13 Market by Legal Application 2021 – 2026 6.1.5.14 Market by Telecommunications and IT Application 2021 – 2026 6.1.5.15 Market by Oil, Gas and Mining Applications 2021 – 2026 6.1.5.16 Market by Logistics Applications 2021 – 2026 6.1.5.17 Market by Education Applications 2021 – 2026 6.1.6 Market by AI in Consumer, Enterprise, Industrial and Government 2021 – 2026 6.1.7 Market in 5G Networks 2021 – 2026 6.1.7.1 Overall AI in 5G Networks Market 2021 – 2026 6.1.7.2 Market in 5G Network by Hardware, Software, and Services 2021 – 2026 6.1.8 Market in Edge Computing Networks 2021 – 2026 6.1.8.1 Overall AI in Edge Computing 2021 – 2026 6.1.8.2 Market in Edge Computing Network by Hardware, Software, and Services 6.1.9 Market in Cloud Computing 2021 – 2026 6.1.9.1 Overall AI in Cloud Computing 2021 – 2026 6.1.9.2 Market in Cloud Computing by Hardware, Software, and Services 6.1.10 Market in Quantum Computing 2021 – 2026 6.1.10.1 Overall AI in Quantum Computing 2021 – 2026 6.1.10.2 Market in Quantum Computing by Hardware, Software, and Services 6.1.10.3 Market in Quantum Computing by Hardware 6.1.10.4 Market in Quantum Computing by Software 6.1.11 Market in Big Data Analytics 2021 – 2026 6.1.11.1 Overall AI in Big Data 2021 – 2026 6.1.11.2 Market in Big Data Analytics by Hardware, Software, and Services 6.1.12 Market in IoT 2021 – 2026 6.1.12.1 AI Chipset Market in IoT by Hardware, Software, and Services 2021 – 2026 6.1.12.2 Market in IoT by Deployment Platform 2021 – 2026 6.1.12.3 Market in IoT by Consumer, Enterprise, Industrial, and Government 2021 – 2026 6.1.13 Market in Blockchain Networks 2021 – 2026 6.1.13.1 Market in Blockchain by Hardware, Software, and Services 2021 – 2026 6.1.13.2 Market in Blockchain Solution 2021 – 2026 6.2 Regional AI Chipsets Market 2021 – 2026 6.2.1 Market by Region 2021 – 2026 6.2.1.1 North America Market 2021 – 2026 6.2.1.2 Europe Market 2021 – 2026 6.2.1.3 Asia Pacific Market 2021 – 2026 6.2.1.4 Middle East and Africa Market 2021 – 2026 6.2.1.5 Latin America Market 2021 – 2026 6.3 AI Chipsets Deployment Forecast 2021 – 2026 6.3.1 Total Global Deployment 2021 – 2026 6.3.2 Deployment by Segment 2021 – 2026 6.3.2.1 Deployment by Product 2021 – 2026 6.3.2.2 Deployment by Technology 2021 – 2026 6.3.2.3 Deployment by Processor Type 2021 – 2026 6.3.3 Deployment by Platform 2021 – 2026 6.3.3.1 Deployment by IoT Device 2021 – 2026 6.3.3.1.1 Deployment by Wearable Device 2021 – 2026 6.3.3.1.2 Deployment by Healthcare Device 2021 – 2026 6.3.3.1.3 Deployment by Smart Appliances 2021 – 2026 6.3.3.1.4 Deployment by Industrial Machines 2021 – 2026 6.3.3.1.5 Deployment by Entertainment Device 2021 – 2026 6.3.3.1.6 Deployment by Security Device 2021 – 2026 6.3.3.1.7 Deployment by Network Device 2021 – 2026 6.3.3.1.8 Deployment by Connected Vehicle Device 2021 – 2026 6.3.3.1.9 Deployment by Smart Grid Device 2021 – 2026 6.3.3.1.10 Deployment by Military Device 2021 – 2026 6.3.3.1.11 Deployment by Energy Management Device 2021 – 2026 6.3.3.1.12 Deployment by Agriculture Specific Device 2021 – 2026 6.3.3.2 Deployment by Non-IoT Device 2021 – 2026 6.3.3.3 Deployment by IoT “Things” 2021 – 2026 6.3.4 Deployment by AI Technology 2021 – 2026 6.3.4.1 Deployment by AI Technology Type 2021 – 2026 6.3.4.2 Deployment by Machine Learning Technology 2021 – 2026 6.3.5 Deployment by Application 2021 – 2026 6.3.6 Deployment by Industry Vertical 2021 – 2026 6.3.7 Deployment by Price Range 2021 – 2026 6.3.8 Deployment by Region 2021 – 2026 6.3.8.1 North America Deployment by Country 2021 – 2026 6.3.8.2 Europe Deployment by Country 2021 – 2026 6.3.8.3 Asia Pacific Deployment by Country 2021 – 2026 6.3.8.4 Middle East and Africa Deployment by Country 2021 – 2026 6.3.8.5 Latin America Deployment by Country 2021 – 2026 7.0 Conclusions and Recommendations Figures Figure 1: AI Chipset Component Figure 2: AI Chipset Vendor Market Share Figure 3: AI Chipset Technology and Product Matrix Figure 4: AI Technology for Chipset Figure 5: AI Chipset Deployment Platform Matrix Figure 6: AI Chipset Vertical Applications Figure 7: AI Chipset Vendor Landscape Figure 8: Global AI Chipset Market 2021 – 2026 Figure 9: Global AI Chipset Market in 5G Network 2021 – 2026 Figure 10: Global AI Chipset Market in Edge Computing Network 2021 – 2026 Figure 11: Global AI Chipset Market in Cloud Computing 2021 – 2026 Figure 12: Global AI Chipset Market in Quantum Computing 2021 – 2026 Figure 13: Global AI Chipset Market in Big Data Analytics 2021 – 2026 Figure 14: Global AI Chipset Market in IoT 2021 – 2026 Figure 15: Global AI Chipset Market in Blockchain Networks 2021 – 2026 Figure 16: Global AI Chipsets Deployment 2021 – 2026 Tables Table 1: Global AI Chipsets Market by Segment 2021 – 2026 Table 2: Global AI Chipsets Market by Hardware Type 2021 – 2026 Table 3: Global AI Chipsets Market by Product Type 2021 – 2026 Table 4: Global AI Chipsets Product Market by Technology Type 2021 – 2026 Table 5: Global AI Chipsets Market by Processors Type 2021 – 2026 Table 6: Global AI Chipsets Software Market by AI Technology 2021 – 2026 Table 7: Global AI Chipsets Software Market by ML Technology 2021 – 2026 Table 8: Global AI Chipsets Market by Service Type 2021 – 2026 Table 9: Global AI Chipsets Market by Professional Service Type 2021 – 2026 Table 10: Global AI Chipsets Market by Deployment Platform 2021 – 2026 Table 11: Global AI Chipsets Market by IoT Device Type 2021 – 2026 Table 12: Global AI Chipsets Market by Wearable Device Type 2021 – 2026 Table 13: Global AI Chipsets Market by Medical and Healthcare Device Type 2021 – 2026 Table 14: Global AI Chipsets Market by Smart Appliances Type 2021 – 2026 Table 15: Global AI Chipsets Market by Industrial Machine Type 2021 – 2026 Table 16: Global AI Chipsets Market by Entertainment Device Type 2021 – 2026 Table 17: Global AI Chipsets Market by Security Device Type 2021 – 2026 Table 18: Global AI Chipsets Market by Network Device Type 2021 – 2026 Table 19: Global AI Chipsets Market by Connected Vehicle Device Type 2021 – 2026 Table 20: Global AI Chipsets Market by Smart Grid Device Type 2021 – 2026 Table 21: Global AI Chipsets Market by Military Device Type 2021 – 2026 Table 22: Global AI Chipsets Market by Energy Management Device Type 2021 – 2026 Table 23: Global AI Chipsets Market by Agriculture Specific Device Type 2021 – 2026 Table 24: Global AI Chipsets Market by Non-IoT Device Type 2021 – 2026 Table 25: Global AI Chipsets Market by IoT “Things” Type 2021 – 2026 Table 26: Global AI Chipsets Market by Application Type 2021 – 2026 Table 27: Global AI Chipsets Market by Industry Vertical 2021 – 2026 Table 28: Global AI Chipsets Market by Healthcare Application 2021 – 2026 Table 29: Global AI Chipsets Market by Manufacturing Application 2021 – 2026 Table 30: Global AI Chipsets Market by Consumer Electronics Application 2021 – 2026 Table 31: Global AI Chipsets Market by Automotive and Transportation Application 2021 – 2026 Table 32: Global AI Chipsets Market by Consumer Application 2021 – 2026 Table 33: Global AI Chipsets Market by Marketing Application 2021 – 2026 Table 34: Global AI Chipsets Market by FinTech Application 2021 – 2026 Table 35: Global AI Chipsets Market by Building and Construction Application 2021 – 2026 Table 36: Global AI Chipsets Market by Agriculture Application 2021 – 2026 Table 37: Global AI Chipsets Market by Security and Surveillance Application 2021 – 2026 Table 38: Global AI Chipsets Market by Government and Military Application 2021 – 2026 Table 39: Global AI Chipsets Market by Human Resource Application 2021 – 2026 Table 40: Global AI Chipsets Market by Legal Application 2021 – 2026 Table 41: Global AI Chipsets Market by Telecommunications and IT Application 2021 – 2026 Table 42: Global AI Chipsets Market by Oil, Gas and Mining Application 2021 – 2026 Table 43: Global AI Chipsets Market by Logistics Application 2021 – 2026 Table 44: Global AI Chipsets Market by Education Application 2021 – 2026 Table 45: Global AI Chipsets Market by AI Sector 2021 – 2026 Table 46: Global AI Chipsets Market in 5G Network by Segment 2021 – 2026 Table 47: Global AI Chipsets Market in Edge Computing Network by Segment 2021 – 2026 Table 48: Global AI Chipsets Market in Cloud Computing by Segment 2021 – 2026 Table 49: Global AI Chipsets Market in Quantum Computing by Segment 2021 – 2026 Table 50: Global AI Chipsets Market in Quantum Computing by Hardware Type 2021 – 2026 Table 51: Global AI Chipsets Market in Quantum Computing by Software Type 2021 – 2026 Table 52: Global AI Chipsets Market in Big Data Analytics by Segment 2021 – 2026 Table 53: Global AI Chipsets Market in IoT by Segment 2021 – 2026 Table 54: Global AI Chipsets Market in IoT by Deployment Platform 2021 – 2026 Table 55: Global AI Chipsets Market in IoT by Sector 2021 – 2026 Table 56: Global AI Chipsets Market in Blockchain Network by Segment 2021 – 2026 Table 57: Global AI Chipsets Market in Blockchain Solution Type 2021 – 2026 Table 58: AI Chipsets Market by Region 2021 – 2026 Table 59: North America AI Chipsets Market by Segment 2021 – 2026 Table 60: North America AI Chipsets Market by Hardware Type 2021 – 2026 Table 61: North America AI Chipsets Market by Product Type 2021 – 2026 Table 62: North America AI Chipsets Product Market by Technology Type 2021 – 2026 Table 63: North America AI Chipsets Market by Processors Type 2021 – 2026 Table 64: North America AI Chipsets Software Market by AI Technology 2021 – 2026 Table 65: North America AI Chipsets Software Market by ML Technology 2021 – 2026 Table 66: North America AI Chipsets Market by Service Type 2021 – 2026 Table 67: North America AI Chipsets Market by Professional Service Type 2021 – 2026 Table 68: North America AI Chipsets Market by Deployment Platform 2021 – 2026 Table 69: North America AI Chipsets Market by IoT Device Type 2021 – 2026 Table 70: North America AI Chipsets Market by Wearable Device Type 2021 – 2026 Table 71: North America AI Chipsets Market by Medical and Healthcare Device Type 2021 – 2026 Table 72: North America AI Chipsets Market by Smart Appliances Type 2021 – 2026 Table 73: North America AI Chipsets Market by Industrial Machine Type 2021 – 2026 Table 74: North America AI Chipsets Market by Entertainment Device Type 2021 – 2026 Table 75: North America AI Chipsets Market by Security Device Type 2021 – 2026 Table 76: North America AI Chipsets Market by Network Device Type 2021 – 2026 Table 77: North America AI Chipsets Market by Connected Vehicle Device Type 2021 – 2026 Table 78: North America AI Chipsets Market by Smart Grid Device Type 2021 – 2026 Table 79: North America AI Chipsets Market by Military Device Type 2021 – 2026 Table 80: North America AI Chipsets Market by Energy Management Device Type 2021 – 2026 Table 81: North America AI Chipsets Market by Agriculture Specific Device Type 2021 – 2026 Table 82: North America AI Chipsets Market by Non-IoT Device Type 2021 – 2026 Table 83: North America AI Chipsets Market by IoT “Things” Type 2021 – 2026 Table 84: North America AI Chipsets Market by Application Type 2021 – 2026 Table 85: North America AI Chipsets Market by Industry Vertical 2021 – 2026 Table 86: North America AI Chipsets Market by Healthcare Application 2021 – 2026 Table 87: North America AI Chipsets Market by Manufacturing Application 2021 – 2026 Table 88: North America AI Chipsets Market by Consumer Electronics Application 2021 – 2026 Table 89: North America AI Chipsets Market by Automotive and Transportation Application 2021 – 2026 Table 90: North America AI Chipsets Market by Consumer Application 2021 – 2026 Table 91: North America AI Chipsets Market by Marketing Application 2021 – 2026 Table 92: North America AI Chipsets Market by FinTech Application 2021 – 2026 Table 93: North America AI Chipsets Market by Building and Construction Application 2021 – 2026 Table 94: North America AI Chipsets Market by Agriculture Application 2021 – 2026 Table 95: North America AI Chipsets Market by Security and Surveillance Application 2021 – 2026 Table 96: North America AI Chipsets Market by Government and Military Application 2021 – 2026 Table 97: North America AI Chipsets Market by Human Resource Application 2021 – 2026 Table 98: North America AI Chipsets Market by Legal Application 2021 – 2026 Table 99: North America AI Chipsets Market by Telecommunications and IT Application 2021 – 2026 Table 100: North America AI Chipsets Market by Oil, Gas and Mining Application 2021 – 2026 Table 101: North America AI Chipsets Market by Logistics Application 2021 – 2026 Table 102: North America AI Chipsets Market by Education Application 2021 – 2026 Table 103: North America AI Chipsets Market by AI Sector 2021 – 2026 Table 104: North America AI Chipsets Market by Country 2021 – 2026 Table 105: Europe AI Chipsets Market by Segment 2021 – 2026 Table 106: Europe AI Chipsets Market by Hardware Type 2021 – 2026 Table 107: Europe AI Chipsets Market by Product Type 2021 – 2026 Table 108: Europe AI Chipsets Product Market by Technology Type 2021 – 2026 Table 109: Europe AI Chipsets Market by Processors Type 2021 – 2026 Table 110: Europe AI Chipsets Software Market by AI Technology 2021 – 2026 Table 111: Europe AI Chipsets Software Market by ML Technology 2021 – 2026 Table 112: Europe AI Chipsets Market by Service Type 2021 – 2026 Table 113: Europe AI Chipsets Market by Professional Service Type 2021 – 2026 Table 114: Europe AI Chipsets Market by Deployment Platform 2021 – 2026 Table 115: Europe AI Chipsets Market by IoT Device Type 2021 – 2026 Table 116: Europe AI Chipsets Market by Wearable Device Type 2021 – 2026 Table 117: Europe AI Chipsets Market by Medical and Healthcare Device Type 2021 – 2026 Table 118: Europe AI Chipsets Market by Smart Appliances Type 2021 – 2026 Table 119: Europe AI Chipsets Market by Industrial Machine Type 2021 – 2026 Table 120: Europe AI Chipsets Market by Entertainment Device Type 2021 – 2026 Table 121: Europe AI Chipsets Market by Security Device Type 2021 – 2026 Table 122: Europe AI Chipsets Market by Network Device Type 2021 – 2026 Table 123: Europe AI Chipsets Market by Connected Vehicle Device Type 2021 – 2026 Table 124: Europe AI Chipsets Market by Smart Grid Device Type 2021 – 2026 Table 125: Europe AI Chipsets Market by Military Device Type 2021 – 2026 Table 126: Europe AI Chipsets Market by Energy Management Device Type 2021 – 2026 Table 127: Europe AI Chipsets Market by Agriculture Specific Device Type 2021 – 2026 Table 128: Europe AI Chipsets Market by Non-IoT Device Type 2021 – 2026 Table 129: Europe AI Chipsets Market by IoT “Things” Type 2021 – 2026 Table 130: Europe AI Chipsets Market by Application Type 2021 – 2026 Table 131: Europe AI Chipsets Market by Industry Vertical 2021 – 2026 Table 132: Europe AI Chipsets Market by Healthcare Application 2021 – 2026 Table 133: Europe AI Chipsets Market by Manufacturing Application 2021 – 2026 Table 134: Europe AI Chipsets Market by Consumer Electronics Application 2021 – 2026 Table 135: Europe AI Chipsets Market by Automotive and Transportation Application 2021 – 2026 Table 136: Europe AI Chipsets Market by Consumer Application 2021 – 2026 Table 137: Europe AI Chipsets Market by Marketing Application 2021 – 2026 Table 138: Europe AI Chipsets Market by FinTech Application 2021 – 2026 Table 139: Europe AI Chipsets Market by Building and Construction Application 2021 – 2026 Table 140: Europe AI Chipsets Market by Agriculture Application 2021 – 2026 Table 141: Europe AI Chipsets Market by Security and Surveillance Application 2021 – 2026 Table 142: Europe AI Chipsets Market by Government and Military Application 2021 – 2026 Table 143: Europe AI Chipsets Market by Human Resource Application 2021 – 2026 Table 144: Europe AI Chipsets Market by Legal Application 2021 – 2026 Table 145: Europe AI Chipsets Market by Telecommunications and IT Application 2021 – 2026 Table 146: Europe AI Chipsets Market by Oil, Gas and Mining Application 2021 – 2026 Table 147: Europe AI Chipsets Market by Logistics Application 2021 – 2026 Table 148: Europe AI Chipsets Market by Education Application 2021 – 2026 Table 149: Europe AI Chipsets Market by AI Sector 2021 – 2026 Table 150: Europe AI Chipsets Market by Country 2021 – 2026 Table 151: APAC AI Chipsets Market by Segment 2021 – 2026 Table 152: APAC AI Chipsets Market by Hardware Type 2021 – 2026 Table 153: APAC AI Chipsets Market by Product Type 2021 – 2026 Table 154: APAC AI Chipsets Product Market by Technology Type 2021 – 2026 Table 155: APAC AI Chipsets Market by Processors Type 2021 – 2026 Table 156: APAC AI Chipsets Software Market by AI Technology 2021 – 2026 Table 157: APAC AI Chipsets Software Market by ML Technology 2021 – 2026 Table 158: APAC AI Chipsets Market by Service Type 2021 – 2026 Table 159: APAC AI Chipsets Market by Professional Service Type 2021 – 2026 Table 160: APAC AI Chipsets Market by Deployment Platform 2021 – 2026 Table 161: APAC AI Chipsets Market by IoT Device Type 2021 – 2026 Table 162: APAC AI Chipsets Market by Wearable Device Type 2021 – 2026 Table 163: APAC AI Chipsets Market by Medical and Healthcare Device Type 2021 – 2026 Table 164: APAC AI Chipsets Market by Smart Appliances Type 2021 – 2026 Table 165: APAC AI Chipsets Market by Industrial Machine Type 2021 – 2026 Table 166: APAC AI Chipsets Market by Entertainment Device Type 2021 – 2026 Table 167: APAC AI Chipsets Market by Security Device Type 2021 – 2026 Table 168: APAC AI Chipsets Market by Network Device Type 2021 – 2026 Table 169: APAC AI Chipsets Market by Connected Vehicle Device Type 2021 – 2026 Table 170: APAC AI Chipsets Market by Smart Grid Device Type 2021 – 2026 Table 171: APAC AI Chipsets Market by Military Device Type 2021 – 2026 Table 172: APAC AI Chipsets Market by Energy Management Device Type 2021 – 2026 Table 173: APAC AI Chipsets Market by Agriculture Specific Device Type 2021 – 2026 Table 174: APAC AI Chipsets Market by Non-IoT Device Type 2021 – 2026 Table 175: APAC AI Chipsets Market by IoT “Things” Type 2021 – 2026 Table 176: APAC AI Chipsets Market by Application Type 2021 – 2026 Table 177: APAC AI Chipsets Market by Industry Vertical 2021 – 2026 Table 178: APAC AI Chipsets Market by Healthcare Application 2021 – 2026 Table 179: APAC AI Chipsets Market by Manufacturing Application 2021 – 2026 Table 180: APAC AI Chipsets Market by Consumer Electronics Application 2021 – 2026 Table 181: APAC AI Chipsets Market by Automotive and Transportation Application 2021 – 2026 Table 182: APAC AI Chipsets Market by Consumer Application 2021 – 2026 Table 183: APAC AI Chipsets Market by Marketing Application 2021 – 2026 Table 184: APAC AI Chipsets Market by FinTech Application 2021 – 2026 Table 185: APAC AI Chipsets Market by Building and Construction Application 2021 – 2026 Table 186: APAC AI Chipsets Market by Agriculture Application 2021 – 2026 Table 187: APAC AI Chipsets Market by Security and Surveillance Application 2021 – 2026 Table 188: APAC AI Chipsets Market by Government and Military Application 2021 – 2026 Table 189: APAC AI Chipsets Market by Human Resource Application 2021 – 2026 Table 190: APAC AI Chipsets Market by Legal Application 2021 – 2026 Table 191: APAC AI Chipsets Market by Telecommunications and IT Application 2021 – 2026 Table 192: APAC AI Chipsets Market by Oil, Gas and Mining Application 2021 – 2026 Table 193: APAC AI Chipsets Market by Logistics Application 2021 – 2026 Table 194: APAC AI Chipsets Market by Education Application 2021 – 2026 Table 195: APAC AI Chipsets Market by AI Sector 2021 – 2026 Table 196: APAC AI Chipsets Market by Country 2021 – 2026 Table 197: MEA AI Chipsets Market by Segment 2021 – 2026 Table 198: MEA AI Chipsets Market by Hardware Type 2021 – 2026 Table 199: MEA AI Chipsets Market by Product Type 2021 – 2026 Table 200: MEA AI Chipsets Product Market by Technology Type 2021 – 2026 Table 201: MEA AI Chipsets Market by Processors Type 2021 – 2026 Table 202: MEA AI Chipsets Software Market by AI Technology 2021 – 2026 Table 203: MEA AI Chipsets Software Market by ML Technology 2021 – 2026 Table 204: MEA AI Chipsets Market by Service Type 2021 – 2026 Table 205: MEA AI Chipsets Market by Professional Service Type 2021 – 2026 Table 206: MEA AI Chipsets Market by Deployment Platform 2021 – 2026 Table 207: MEA AI Chipsets Market by IoT Device Type 2021 – 2026 Table 208: MEA AI Chipsets Market by Wearable Device Type 2021 – 2026 Table 209: MEA AI Chipsets Market by Medical and Healthcare Device Type 2021 – 2026 Table 210: MEA AI Chipsets Market by Smart Appliances Type 2021 – 2026 Table 211: MEA AI Chipsets Market by Industrial Machine Type 2021 – 2026 Table 212: MEA AI Chipsets Market by Entertainment Device Type 2021 – 2026 Table 213: MEA AI Chipsets Market by Security Device Type 2021 – 2026 Table 214: MEA AI Chipsets Market by Network Device Type 2021 – 2026 Table 215: MEA AI Chipsets Market by Connected Vehicle Device Type 2021 – 2026 Table 216: MEA AI Chipsets Market by Smart Grid Device Type 2021 – 2026 Table 217: MEA AI Chipsets Market by Military Device Type 2021 – 2026 Table 218: MEA AI Chipsets Market by Energy Management Device Type 2021 – 2026 Table 219: MEA AI Chipsets Market by Agriculture Specific Device Type 2021 – 2026 Table 220: MEA AI Chipsets Market by Non-IoT Device Type 2021 – 2026 Table 221: MEA AI Chipsets Market by IoT “Things” Type 2021 – 2026 Table 222: MEA AI Chipsets Market by Application Type 2021 – 2026 Table 223: MEA AI Chipsets Market by Industry Vertical 2021 – 2026 Table 224: MEA AI Chipsets Market by Healthcare Application 2021 – 2026 Table 225: MEA AI Chipsets Market by Manufacturing Application 2021 – 2026 Table 226: MEA AI Chipsets Market by Consumer Electronics Application 2021 – 2026 Table 227: MEA AI Chipsets Market by Automotive and Transportation Application 2021 – 2026 Table 228: MEA AI Chipsets Market by Consumer Application 2021 – 2026 Table 229: MEA AI Chipsets Market by Marketing Application 2021 – 2026 Table 230: MEA AI Chipsets Market by FinTech Application 2021 – 2026 Table 231: MEA AI Chipsets Market by Building and Construction Application 2021 – 2026 Table 232: MEA AI Chipsets Market by Agriculture Application 2021 – 2026 Table 233: MEA AI Chipsets Market by Security and Surveillance Application 2021 – 2026 Table 234: MEA AI Chipsets Market by Government and Military Application 2021 – 2026 Table 235: MEA AI Chipsets Market by Human Resource Application 2021 – 2026 Table 236: MEA AI Chipsets Market by Legal Application 2021 – 2026 Table 237: MEA AI Chipsets Market by Telecommunications and IT Application 2021 – 2026 Table 238: MEA AI Chipsets Market by Oil, Gas and Mining Application 2021 – 2026 Table 239: MEA AI Chipsets Market by Logistics Application 2021 – 2026 Table 240: MEA AI Chipsets Market by Education Application 2021 – 2026 Table 241: MEA AI Chipsets Market by AI Sector 2021 – 2026 Table 242: MEA AI Chipsets Market by Country 2021 – 2026 Table 243: Latin America AI Chipsets Market by Segment 2021 – 2026 Table 244: Latin America AI Chipsets Market by Hardware Type 2021 – 2026 Table 245: Latin America AI Chipsets Market by Product Type 2021 – 2026 Table 246: Latin America AI Chipsets Product Market by Technology Type 2021 – 2026 Table 247: Latin America AI Chipsets Market by Processors Type 2021 – 2026 Table 248: Latin America AI Chipsets Software Market by AI Technology 2021 – 2026 Table 249: Latin America AI Chipsets Software Market by ML Technology 2021 – 2026 Table 250: Latin America AI Chipsets Market by Service Type 2021 – 2026 Table 251: Latin America AI Chipsets Market by Professional Service Type 2021 – 2026 Table 252: Latin America AI Chipsets Market by Deployment Platform 2021 – 2026 Table 253: Latin America AI Chipsets Market by IoT Device Type 2021 – 2026 Table 254: Latin America AI Chipsets Market by Wearable Device Type 2021 – 2026 Table 255: Latin America AI Chipsets Market by Medical and Healthcare Device Type 2021 – 2026 Table 256: Latin America AI Chipsets Market by Smart Appliances Type 2021 – 2026 Table 257: Latin America AI Chipsets Market by Industrial Machine Type 2021 – 2026 Table 258: Latin America AI Chipsets Market by Entertainment Device Type 2021 – 2026 Table 259: Latin America AI Chipsets Market by Security Device Type 2021 – 2026 Table 260: Latin America AI Chipsets Market by Network Device Type 2021 – 2026 Table 261: Latin America AI Chipsets Market by Connected Vehicle Device Type 2021 – 2026 Table 262: Latin America AI Chipsets Market by Smart Grid Device Type 2021 – 2026 Table 263: Latin America AI Chipsets Market by Military Device Type 2021 – 2026 Table 264: Latin America AI Chipsets Market by Energy Management Device Type 2021 – 2026 Table 265: Latin America AI Chipsets Market by Agriculture Specific Device Type 2021 – 2026 Table 266: Latin America AI Chipsets Market by Non-IoT Device Type 2021 – 2026 Table 267: Latin America AI Chipsets Market by IoT “Things” Type 2021 – 2026 Table 268: Latin America AI Chipsets Market by Application Type 2021 – 2026 Table 269: Latin America AI Chipsets Market by Industry Vertical 2021 – 2026 Table 270: Latin America AI Chipsets Market by Healthcare Application 2021 – 2026 Table 271: Latin America AI Chipsets Market by Manufacturing Application 2021 – 2026 Table 272: Latin America AI Chipsets Market by Consumer Electronics Application 2021 – 2026 Table 273: Latin America AI Chipsets Market by Automotive and Transportation Application 2021 – 2026 Table 274: Latin America AI Chipsets Market by Consumer Application 2021 – 2026 Table 275: Latin America AI Chipsets Market by Marketing Application 2021 – 2026 Table 276: Latin America AI Chipsets Market by FinTech Application 2021 – 2026 Table 277: Latin America AI Chipsets Market by Building and Construction Application 2021 – 2026 Table 278: Latin America AI Chipsets Market by Agriculture Application 2021 – 2026 Table 279: Latin America AI Chipsets Market by Security and Surveillance Application 2021 – 2026 Table 280: Latin America AI Chipsets Market by Government and Military Application 2021 – 2026 Table 281: Latin America AI Chipsets Market by Human Resource Application 2021 – 2026 Table 282: Latin America AI Chipsets Market by Legal Application 2021 – 2026 Table 283: Latin America AI Chipsets Market by Telecommunications and IT Application 2021 – 2026 Table 284: Latin America AI Chipsets Market by Oil, Gas and Mining Application 2021 – 2026 Table 285: Latin America AI Chipsets Market by Logistics Application 2021 – 2026 Table 286: Latin America AI Chipsets Market by Education Application 2021 – 2026 Table 287: Latin America AI Chipsets Market by AI Sector 2021 – 2026 Table 288: Latin America AI Chipsets Market by Country 2021 – 2026 Table 289: Global AI Chipsets Deployment by Segment 2021 – 2026 Table 290: Global AI Chipsets Deployment by Product Type 2021 – 2026 Table 291: Global AI Chipsets Deployment by Technology Type 2021 – 2026 Table 292: Global AI Chipsets Deployment by Processors Type 2021 – 2026 Table 293: Global AI Chipsets Deployment by Platform 2021 – 2026 Table 294: Global AI Chipsets Deployment by IoT Device Type 2021 – 2026 Table 295: Global AI Chipsets Deployment by Wearable Device Type 2021 – 2026 Table 296: Global AI Chipsets Deployment by Medical and Healthcare Device Type 2021 – 2026 Table 297: Global AI Chipsets Deployment by Smart Appliances Type 2021 – 2026 Table 298: Global AI Chipsets Deployment by Industrial Machine Type 2021 – 2026 Table 299: Global AI Chipsets Deployment by Entertainment Device Type 2021 – 2026 Table 300: Global AI Chipsets Deployment by Security Device Type 2021 – 2026 Table 301: Global AI Chipsets Deployment by Network Device Type 2021 – 2026 Table 302: Global AI Chipsets Deployment by Connected Vehicle Device Type 2021 – 2026 Table 303: Global AI Chipsets Deployment by Smart Grid Device Type 2021 – 2026 Table 304: Global AI Chipsets Deployment by Military Device Type 2021 – 2026 Table 305: Global AI Chipsets Deployment by Energy Management Device Type 2021 – 2026 Table 306: Global AI Chipsets Deployment by Agriculture Specific Device Type 2021 – 2026 Table 307: Global AI Chipsets Deployment by Non-IoT Device Type 2021 – 2026 Table 308: Global AI Chipsets Deployment by IoT “Things” Type 2021 – 2026 Table 309: Global AI Chipsets Deployment by AI Technology Type 2021 – 2026 Table 310: Global AI Chipsets Deployment by ML Technology 2021 – 2026 Table 311: Global AI Chipsets Deployment by Application Type 2021 – 2026 Table 312: Global AI Chipsets Deployment by Industry Vertical 2021 – 2026 Table 313: Global AI Chipsets Deployment by Price Range 2021 – 2026 Table 314: AI Chipsets Deployment by Region 2021 – 2026 Table 315: North America AI Chipsets Deployment by Country 2021 – 2026 Table 316: Europe AI Chipsets Deployment by Country 2021 – 2026 Table 317: APAC AI Chipsets Deployment by Country 2021 – 2026 Table 318: MEA AI Chipsets Deployment by Country 2021 – 2026 Table 319: Latin America AI Chipsets Deployment by Country 2021 – 2026 Artificial Intelligence in Epidemiology Market by AI Type, Infrastructure, Deployment Model, and Services 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Defining Public Health Informatics 2.1.1 Epidemiology in PHI 2.1.1.1 Viral Disease Epidemiology 2.1.2 AI in Epidemiology and Public Health Informatics 2.1.3 Medical Informatics vs. Health Informatics 2.2 Social Technical Informatics Technology Stack 2.3 Epidemiology and Public Health Informatics Process 2.3.1 Collection of Data 2.3.2 Defining Study Model 2.3.3 Data Storage 2.3.4 Data Quality Assurance 2.3.5 Data Analysis 2.4 Computational Epidemiology 2.5 Infectious vs. Non-infectious Diseases 2.6 COVID 19 Pandemic and Public Health 2.7 Growth Driver Analysis 2.8 Market Challenge Analysis 2.9 Public Health Policy and Outcomes 2.9.1 Public Health Data Exchange 2.10 Regulatory Analysis 2.10.1 GDPR 2.10.2 HIPAA 2.10.3 ISO Standards 2.10.4 HITECH 2.10.5 ETSI 2.11 Value Chain Analysis 2.11.1 Data Warehouse 2.11.2 AI Companies 2.11.3 Software Development 2.11.4 Semiconductor Providers 2.11.5 Infrastructure and Connectivity Providers 2.11.6 Analytics Providers 2.11.7 Healthcare Service Providers 2.11.8 Regulatory Bodies 3.0 Technology and Application Analysis 3.1 Hardware Technology Analysis 3.1.1 AI Processors and Chipsets 3.1.1.1 Microprocessor Unit (MPU) 3.1.1.2 Tensor Processing Unit (TPU) 3.1.1.3 Graphics Processing Unit (GPU) 3.1.1.4 Field-Programmable Gate Array (FPGA) 3.1.1.5 Application Specific Integrated Circuits (ASIC) 3.1.1.6 Intelligent Processing Unit (IPU) 3.1.2 Memory Chip 3.1.3 Network Adaptor 3.1.4 3D Sensors 3.2 Software Technology Analysis 3.2.1 AI Solution: Cloud vs. On-premise Software 3.2.2 AI Platform Framework and APIs 3.3 AI Technology Analysis 3.3.1 Machine Learning and Deep Learning 3.3.2 Natural Language Processing (NLP) 3.3.3 Computer Vision: Image and Voice Processing 3.3.4 Neural Network Processing 3.3.5 Context Aware Processing 3.4 Enabling Technology Analysis 3.4.1 Electronic Health Records 3.4.2 Social Media Analytics 3.4.3 Traffic Surveillance Systems 3.4.4 Digital Health Passports 3.4.5 Computer-Based Simulation Models 3.4.6 Protective Gear and Equipment 3.4.7 Telemedicine Solutions 3.4.8 Semantics-Based Health Information System 3.4.9 Health Information Technology 3.4.10 Electronic Data Capture 3.4.11 Clinical Data Management Systems 3.4.12 Patient Data Management System 3.4.13 Laboratory Information Management Systems 3.4.14 Internet of Healthcare Technology 3.5 Application Analysis 3.5.1 Disease and Syndromic Surveillance 3.5.2 Infection Prediction and Forecasting 3.5.3 Immunization Information Systems 3.5.4 Public Sentiment Analysis 3.5.5 Environmental Impact Analysis 3.5.6 Drug Discovery, Safety, and Risk Analysis 3.5.7 Monitoring Population and Incidence 3.5.8 Knowledge Representation and Mass Notification 3.6 Industry Use Case Analysis 3.6.1 Government and State Agencies 3.6.2 MassHealth ACOS and MCOS 3.6.3 Research Labs 3.6.4 Pharmaceuticals Company 3.6.5 Hospital, Specialty Clinics, and Healthcare Providers 4.0 Company Analysis 4.1 Abbott Informatics 4.2 AdvancedMD (Global Payments) 4.3 Agilent Technologies 4.4 Allscripts Healthcare 4.5 Athenahealth 4.6 Autoscribe Informatics 4.7 Cerner Corporation 4.8 Change Healthcare 4.9 Cognizant 4.10 CPSI 4.11 CureMD Healthcare 4.12 eClinicalWorks 4.13 e-Mds Inc. 4.14 Epic Systems 4.15 GE Healthcare 4.16 Google 4.17 IBM 4.18 Intel 4.19 Philips Healthcare 4.20 Microsoft 4.21 Medtronic 4.22 Greenway Health 4.23 Graphcore 4.24 InterSystems 4.25 Kareo 4.26 Medhost 4.27 Meditech 4.28 Micron Technology 4.29 NextGen Healthcare 4.30 NVIDIA 4.31 Optum Inc. 5.0 Market Analysis and Forecasts 2021 – 2026 5.1 Global AI Epidemiology and Public Health Informatics Market 2021 – 2026 5.2 Global AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 5.2.1 Global AI Epidemiology and Public Health Informatics Market by Hardware 5.2.1.1 Global AI Epidemiology and Public Health Informatics Market by AI Processor/Chipsets 5.2.2 Global AI Epidemiology and Public Health Informatics Market by Software 5.2.2.1 Global AI Epidemiology and Public Health Informatics Market by AI Solutions 5.2.2.2 Global AI Epidemiology and Public Health Informatics Market by AI Platforms 5.2.3 Global AI Epidemiology and Public Health Informatics Market by Service 5.2.3.1 Global AI Epidemiology and Public Health Informatics Market by Professional Service 5.3 Global AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 5.4 Global AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 5.5 Global AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 5.6 Global AI Epidemiology and Public Health Informatics Market by Diseases 5.7 Global AI Epidemiology and Public Health Informatics Market by Region 2021 – 2026 5.7.1 North America AI Epidemiology and Public Health Informatics Market: Hardware, Software, Technology, Application, Diseases, Country 5.7.2 Europe AI Epidemiology and Public Health Informatics Market: Hardware, Software, Technology, Application, Diseases, Country 5.7.3 APAC AI Epidemiology and Public Health Informatics Market: Hardware, Software, Technology, Application, Diseases, Country 5.7.4 MEA AI Epidemiology and Public Health Informatics Market: Hardware, Software, Technology, Application, Diseases, Country 5.7.5 Latin America AI Epidemiology and Public Health Informatics Market: Hardware, Software, Technology, Application, Diseases, Country 6.0 Conclusions and Recommendations Figures Figure 1: Public Health Informatics Scope/Structure Figure 2: Social Technical Mapping for Public Health Informatics Figure 3: Evidence-Based Public Policy Structure Figure 4: AI Chipset Technology Matrix Figure 5: AI Technology Matrix Figure 6: Smart Protective Gear and Equipment Figure 7: Public Health Informatics Application Figure 8: Global AI Epidemiology and Public Health Informatics Market 2021 – 2026 Tables Table 1: Global AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 Table 2: Global AI Epidemiology and Public Health Informatics Market by Hardware 2021 – 2026 Table 3: Global AI Epidemiology and Public Health Informatics Technology Market by AI Processor/Chipsets 2021 – 2026 Table 4: Global AI Epidemiology and Public Health Informatics Market by Software 2021 – 2026 Table 5: Global AI Epidemiology and Public Health Informatics Market by AI Solutions 2021 – 2026 Table 6: Global AI Epidemiology and Public Health Informatics Market by AI Platforms 2021 – 2026 Table 7: Global AI Epidemiology and Public Health Informatics Market by Service 2021 – 2026 Table 8: Global AI Epidemiology and Public Health Informatics Market by Professional Service 2021 – 2026 Table 9: Global AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 Table 10: Global AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 Table 11: Global AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 Table 12: Global AI Epidemiology and Public Health Informatics Market by Diseases 2021 – 2026 Table 13: Global AI Epidemiology and Public Health Informatics Market by Region 2021 – 2026 Table 14: North America AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 Table 15: North America AI Epidemiology and Public Health Informatics Market by Hardware 2021 – 2026 Table 16: North America AI Epidemiology and Public Health Informatics Technology Market by AI Processor/Chipsets 2021 – 2026 Table 17: North America AI Epidemiology and Public Health Informatics Market by Software 2021 – 2026 Table 18: North America AI Epidemiology and Public Health Informatics Market by AI Solutions 2021 – 2026 Table 19: North America AI Epidemiology and Public Health Informatics Market by AI Platforms 2021 – 2026 Table 20: North America AI Epidemiology and Public Health Informatics Market by Service 2021 – 2026 Table 21: North America AI Epidemiology and Public Health Informatics Market by Professional Service 2021 – 2026 Table 22: North America AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 Table 23: North America AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 Table 24: North America AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 Table 25: North America AI Epidemiology and Public Health Informatics Market by Diseases 2021 – 2026 Table 26: North America AI Epidemiology and Public Health Informatics Market by Country 2021 – 2026 Table 27: Europe AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 Table 28: Europe AI Epidemiology and Public Health Informatics Market by Hardware 2021 – 2026 Table 29: Europe AI Epidemiology and Public Health Informatics Technology Market by AI Processor/Chipsets 2021 – 2026 Table 30: Europe AI Epidemiology and Public Health Informatics Market by Software 2021 – 2026 Table 31: Europe AI Epidemiology and Public Health Informatics Market by AI Solutions 2021 – 2026 Table 32: Europe AI Epidemiology and Public Health Informatics Market by AI Platforms 2021 – 2026 Table 33: Europe AI Epidemiology and Public Health Informatics Market by Service 2021 – 2026 Table 34: Europe AI Epidemiology and Public Health Informatics Market by Professional Service 2021 – 2026 Table 35: Europe AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 Table 36: Europe AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 Table 37: Europe AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 Table 38: Europe AI Epidemiology and Public Health Informatics Market by Diseases 2021 – 2026 Table 39: Europe AI Epidemiology and Public Health Informatics Market by Country 2021 – 2026 Table 40: APAC AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 Table 41: APAC AI Epidemiology and Public Health Informatics Market by Hardware 2021 – 2026 Table 42: APAC AI Epidemiology and Public Health Informatics Technology Market by AI Processor/Chipsets 2021 – 2026 Table 43: APAC AI Epidemiology and Public Health Informatics Market by Software 2021 – 2026 Table 44: APAC AI Epidemiology and Public Health Informatics Market by AI Solutions 2021 – 2026 Table 45: APAC AI Epidemiology and Public Health Informatics Market by AI Platforms 2021 – 2026 Table 46: APAC AI Epidemiology and Public Health Informatics Market by Service 2021 – 2026 Table 47: APAC AI Epidemiology and Public Health Informatics Market by Professional Service 2021 – 2026 Table 48: APAC AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 Table 49: APAC AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 Table 50: APAC AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 Table 51: APAC AI Epidemiology and Public Health Informatics Market by Diseases 2021 – 2026 Table 52: APAC AI Epidemiology and Public Health Informatics Market by Country 2021 – 2026 Table 53: MEA AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 Table 54: MEA AI Epidemiology and Public Health Informatics Market by Hardware 2021 – 2026 Table 55: MEA AI Epidemiology and Public Health Informatics Technology Market by AI Processor/Chipsets 2021 – 2026 Table 56: MEA AI Epidemiology and Public Health Informatics Market by Software 2021 – 2026 Table 57: MEA AI Epidemiology and Public Health Informatics Market by AI Solutions 2021 – 2026 Table 58: MEA AI Epidemiology and Public Health Informatics Market by AI Platforms 2021 – 2026 Table 59: MEA AI Epidemiology and Public Health Informatics Market by Service 2021 – 2026 Table 60: MEA AI Epidemiology and Public Health Informatics Market by Professional Service 2021 – 2026 Table 61: MEA AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 Table 62: MEA AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 Table 63: MEA AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 Table 64: MEA AI Epidemiology and Public Health Informatics Market by Diseases 2021 – 2026 Table 65: MEA AI Epidemiology and Public Health Informatics Market by Country 2021 – 2026 Table 66: Latin America AI Epidemiology and Public Health Informatics Market by Segment 2021 – 2026 Table 67: Latin America AI Epidemiology and Public Health Informatics Market by Hardware 2021 – 2026 Table 68: Latin America AI Epidemiology and Public Health Informatics Technology Market by AI Processor/Chipsets 2021 – 2026 Table 69: Latin America AI Epidemiology and Public Health Informatics Market by Software 2021 – 2026 Table 70: Latin America AI Epidemiology and Public Health Informatics Market by AI Solutions 2021 – 2026 Table 71: Latin America AI Epidemiology and Public Health Informatics Market by AI Platforms 2021 – 2026 Table 72: Latin America AI Epidemiology and Public Health Informatics Market by Service 2021 – 2026 Table 73: Latin America AI Epidemiology and Public Health Informatics Market by Professional Service 2021 – 2026 Table 74: Latin America AI Epidemiology and Public Health Informatics Market by Technology 2021 – 2026 Table 75: Latin America AI Epidemiology and Public Health Informatics Market by Application 2021 – 2026 Table 76: Latin America AI Epidemiology and Public Health Informatics Market by Industry Vertical 2021 – 2026 Table 77: Latin America AI Epidemiology and Public Health Informatics Market by Diseases 2021 – 2026 Table 78: Latin America AI Epidemiology and Public Health Informatics Market by Country 2021 – 2026 AI Market by Technology Type, Deployment Method, Solution Type, Integration (Technologies, Networks, and Devices) and Industry Verticals 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Defining Artificial Intelligence 2.1.1 Artificial General Intelligence 2.1.2 Artificial Super Intelligence 2.1.3 Artificial Intelligence Language 2.1.4 Conversational User Interfaces 2.2 Artificial Intelligence Types 2.3 Artificial Intelligence Systems 2.4 AI Outcomes and Enterprise Benefits 2.5 Cognitive Computing and Swarm Intelligence 2.6 AI Market SWOT Analysis 2.6.1 Market Drivers and Strengths 2.6.2 Market Constraints and Threats 2.6.3 Market Opportunities 2.7 AI Technology Goals 2.8 AI Tools and Approaches 2.9 AI Market Predictions 2.10 AI Market Landscape 2.10.1 Embedded Devices and Things 2.10.2 AI Software and Platforms 2.10.3 AI Component and Chipsets 2.10.4 AI Services and Deployment Options 2.11 AI Patent and Regulatory Framework 2.12 Value Chain Analysis 2.12.1 Artificial Intelligence Companies 2.12.2 IoT Companies and Suppliers 2.12.3 Data Analytics Providers 2.12.4 Connectivity Infrastructure Providers 2.12.5 Components and Chipsets Manufacturers 2.12.6 Software Developers and Data Scientists 2.12.7 End Users 2.13 Competitive Landscape Analysis 3.0 Technology and Application Analysis 3.1 AI Technology Matrix 3.1.1 Machine Learning 3.1.1.1 Deep Learning 3.1.1.2 Supervised vs. Unsupervised Learning 3.1.1.3 Reinforcement Learning 3.1.2 Natural Language Processing 3.1.3 Computer Vision 3.1.4 Speech Recognition 3.1.5 Context-Aware Processing 3.1.6 Artificial Neural Network 3.1.7 Predictive APIs 3.1.8 Autonomous Robotics 3.2 AI Technology Readiness 3.2.1 Machine Learning APIs 3.2.2 IBM Watson API 3.2.3 Microsoft Azure Machine Learning API 3.2.4 Google Prediction API 3.2.5 Amazon Machine Learning API 3.2.6 BigML 3.2.7 AT&T Speech API 3.2.8 Wit.ai 3.2.9 AlchemyAPI 3.2.10 Diffbot 3.2.11 PredictionIO 3.2.12 General Application Environment 3.3 AI Technology and Solution Integration 3.3.1 AI in Emotion Detection Solutions 3.3.1.1 Facial Detection APIs 3.3.1.2 Text Recognition APIs 3.3.1.3 Speech Recognition APIs 3.3.2 AI in IoT Applications and Big Data Analytics 3.3.3 AI in Data Science and Predictive Analytics 3.3.4 AI in Edge Computing and 5G Network 3.3.5 AI in Cloud Computing and Machine Learning 3.3.6 AI in Smart Machines and Digital Twin Technologies 3.3.7 AI in Factory Automation and Industry 4.0 3.3.8 AI in Building Automation and the Smart Workplace 3.3.9 AI in Cloud Robotics and Public Security 3.3.10 AI in Self-Driven Networks 3.3.11 AI in Predictive 3D Design 3.4 AI Application Delivery Platforms and Business Models 3.4.1 The Role of AI Software 3.4.2 AI and Machine Learning as a Service 3.5 Enterprise Adoption and AI Investment 3.5.1 Market Leaders in AI Funding and Initiatives 3.5.2 Enterprise AI Drive Productivity Gains 3.6 AI Applications in Industry Verticals 3.6.1 Leading Industry Verticals in AI Solution Implementation 3.6.2 AI Use Cases by Company and Solution 4.0 AI Ecosystem Analysis 4.1 NVidia Corporation 4.2 IBM Corporation 4.3 Intel Corporation 4.4 Samsung Electronics Co Ltd. 4.5 Microsoft Corporation 4.6 Google Inc. 4.7 Baidu Inc. 4.8 Qualcomm Incorporated 4.9 Huawei Technologies Co. Ltd. 4.10 Fujitsu Ltd. 4.11 H2O.ai 4.12 Juniper Networks, Inc. 4.13 Nokia Corporation 4.14 ARM Limited 4.15 Hewlett Packard Enterprise 4.16 Oracle Corporation 4.17 SAP 4.18 Siemens AG 4.19 Apple Inc. 4.20 General Electric 4.21 ABB Ltd. 4.22 LG Electronics 4.23 Koninklijke Philips N.V 4.24 Whirlpool Corporation 4.25 AB Electrolux 4.26 Wind River Systems Inc. 4.27 Cumulocity GmBH 4.28 Digital Reasoning Systems Inc. 4.29 SparkCognition Inc. 4.30 KUKA AG 4.31 Rethink Robotics 4.32 Motion Controls Robotics Inc. 4.33 Panasonic Corporation 4.34 Haier Group Corporation 4.35 Miele 4.36 Next IT Corporation 4.37 Nuance Communications Inc. 4.38 InteliWISE 4.39 Facebook Inc. 4.40 Salesforce 4.41 Amazon Inc. 4.42 SK Telecom 4.43 motion.ai 4.44 Buddy 4.45 AOL Inc. 4.46 Tesla Inc. 4.47 Inbenta Technologies Inc. 4.48 Cisco Systems 4.49 MAANA 4.50 Veros Systems Inc. 4.51 PointGrab Ltd. 4.52 Tellmeplus 4.53 Xiaomi Technology Co. Ltd. 4.54 Leap Motion Inc. 4.55 Atmel Corporation 4.56 Texas Instruments Inc. 4.57 Advanced Micro Devices Inc. 4.58 XILINX Inc. 4.59 Omron Adept Technology 4.60 Gemalto N.V. 4.61 Micron Technology 4.62 SAS Institute Inc. 4.63 AIBrian Inc. 4.64 QlikTech International AB 4.65 MicroStrategy Incorporated 4.66 Brighterion Inc. 4.67 IPsoft Inc. 4.68 24/7.ai Inc. 4.69 General Vision Inc. 4.70 Sentient Technologies Holdings Limited 4.71 Graphcore 4.72 CloudMinds 4.73 Rockwell Automation Inc. 4.74 Tend.ai 4.75 SoftBank Robotics Holding Corp. 4.76 iRobot Corp. 4.77 Lockheed Martin 4.78 Spacex 4.79 Fraight AI 4.80 Infor Global Solutions 4.81 Presenso 4.82 Teknowlogi 5.0 Market Analysis and Forecasts 2021 – 2026 5.1 AI Market 5.2 AI Market by Segment 5.2.1 Hardware 5.2.1.1 Embedded Devices 5.2.1.1.1 Non-IoT Device 5.2.1.1.2 IoT Devices 5.2.1.1.2.1 Wearable Devices 5.2.1.1.2.2 Medical and Healthcare Devices 5.2.1.1.2.3 Smart Appliances 5.2.1.1.2.4 Industrial Machines 5.2.1.1.2.5 Robots and Drones 5.2.1.1.2.6 Service Robots 5.2.1.1.2.7 Entertainment Devices 5.2.1.1.2.8 Security Devices 5.2.1.1.2.9 Networking Devices 5.2.1.1.2.10 In-Vehicle IoT Devices 5.2.1.1.2.11 Smart Grid Devices 5.2.1.1.2.12 Military Devices 5.2.1.1.2.13 Energy Management Devices 5.2.1.1.2.14 Agriculture Specific Devices 5.2.1.2 Embedded IoT Systems 5.2.1.3 Semiconductor Components 5.2.1.3.1 Wearable and Embedded Components 5.2.1.3.1.1 Real-Time Location Systems 5.2.1.3.1.2 Barcode 5.2.1.3.1.3 Barcode Scanner 5.2.1.3.1.4 Barcode Scanner Technology Levels 5.2.1.3.1.5 Barcode Stickers 5.2.1.3.1.6 RFID 5.2.1.3.1.7 RFID Tags 5.2.1.3.1.8 Sensor 5.2.1.3.2 Processors 5.2.2 Software 5.2.2.1 Software Category 5.2.2.1.1 AI Platforms 5.2.3 Services 5.2.3.1 Professional Services 5.3 AI Market by Management Functions 5.4 AI Market by Technology 5.4.1 AI Technology by Major Solution Type 5.4.2 Machine Learning by Solution Type 5.5 AI Market by Industry Vertical 5.5.1 Medical and Healthcare 5.5.2 Manufacturing 5.5.3 Consumer Electronics 5.5.4 Automotive and Transportation 5.5.5 Retail and Apparel 5.5.6 Marketing and Advertising 5.5.7 FinTech 5.5.8 Building and Construction 5.5.9 Agriculture 5.5.10 Security and Surveillance 5.5.11 Government, Military, and Aerospace 5.5.12 Human Resource 5.5.13 Legal and Law 5.5.14 Telecommunication and IT 5.5.15 Oil, Gas, and Mining 5.5.16 Logistics 5.5.17 Education and Instruction 5.6 AI Market by Solution Type 5.7 AI Market by Deployment Method 5.7.1 AI Deployment Options 5.7.2 Private vs. Public Cloud Deployment 5.8 AI Market by AI System 5.9 AI Market by AI Type 5.10 AI Market by Connectivity 5.10.1 Non-Telecom Connectivity 5.10.2 Telecom Connectivity 5.10.3 Connectivity Standards 5.10.4 Enterprise 5.11 AI Market in IoT Networks 5.12 AI Market in IoT Edge Computing 5.13 AI Analytics Market 5.14 AI Market by Intent-Based Networking 5.15 AI Market in Virtualized Infrastructure 5.16 AI Market in 5G Networks 5.17 AI Market in Blockchain Networks 5.18 AI Market by Region 5.18.1 North America AI Market by Country 5.18.2 APAC AI Market by Country 5.18.3 Europe AI Market by Country 5.18.4 MEA AI Market by Country 5.18.5 Larin America AI Market by Country 5.19 AI Embedded Unit Deployment Forecast 2021 – 2026 5.19.1 Overall AI Embedded Unit Deployment 5.19.2 AI Embedded Unit Deployment by Solution 5.19.2.1 Non-IoT Devices 5.19.2.2 IoT Devices 5.19.2.3 IoT Things/Objects 5.19.2.4 IoT Semiconductors 5.19.2.5 Software 5.19.3 IoT Unit Deployment by Region 5.19.3.1 North America 5.19.3.2 Asia Pacific 5.19.3.3 Europe 5.19.3.4 Middle East and Africa 5.19.3.5 Latin America 6.0 Conclusions and Recommendations Figures Figure 1: AI Technology Goals and Outcomes Figure 2: AI Device and Things Matrix Figure 3: AI Software and Platform Matrix Figure 4: AI Component and Chipsets Matrix Figure 5: AI Impact Landscape Figure 6: AI Vendor Landscape Figure 7: Supervised, Unsupervised, and Reinforcement Learning Figure 8: AI Technology Matrix Figure 9: AI Technology Readiness Matrix Figure 10: Deep Learning and Emotion AI Figure 11: AI Predictive Analytics Layer Figure 12: 5G NR Requirement for AI Network Figure 13: AI-Driven Smart Machine Landscape Figure 14: IIoT MLaaS Landscape Figure 15: AI Smart Workplace Automation Landscape Figure 16: AI Application Matrix Figure 17: AI-Driven Enterprise Productivity Gains Figure 18: AI Supervised Human Worker Figure 19: AI Industry Application Matrix Figure 20: Huawei IoT Mushroom PaaS Platform Figure 21: Presenso Predictive Asset Management Solution Figure 22: Global AI Market 2021 – 2026 Figure 23: Global AI Market by IoT Edge Computing 2021 – 2026 Figure 24: Global AI Analytics Market 2021 – 2026 Figure 25: Global AI Market by Intent-Based Networking 2021 – 2026 Figure 26: Global AI Market by Virtualization 2021 – 2026 Figure 27: Global AI Market by 5G Network 2021 – 2026 Figure 28: Global AI Market by Blockchain Network 2021 – 2026 Figure 29: Global AI Embedded Unit Deployment 2021 – 2026 Tables Table 1: AI External Investment 2021 – 2026 Table 2: AI-Driven Economic Transaction Percentage Table 3: AI Business Analytics Software Percentage Table 4: AI Self Service Visual Discovery Table 5: AI Building Security System Percentage Table 6: AI-Generated Business Content Percentage Table 7: Intel NAMD System Table 8: Juniper Networks Product Snapshot Table 9: Global AI Market by Segments 2021 – 2026 Table 10: Global AI Market by Hardware 2021 – 2026 Table 11: Global AI Market by Embedded Device 2021 – 2026 Table 12: Global AI Market by Non-IoT Device 2021 – 2026 Table 13: Global AI Market by IoT Device 2021 – 2026 Table 14: Global AI Market by Wearable Device 2021 – 2026 Table 15: Global AI Market by Medical and Healthcare Device 2021 – 2026 Table 16: Global AI Market by Smart Appliances 2021 – 2026 Table 17: Global AI Market by Industrial Machines 2021 – 2026 Table 18: Global AI Market by Robots and Drone 2021 – 2026 Table 19: Global AI Market by Service Robots 2021 – 2026 Table 20: Global AI Market by Entertainment Device 2021 – 2026 Table 21: Global AI Market by Security Device 2021 – 2026 Table 22: Global AI Market by Networking Device 2021 – 2026 Table 23: Global AI Market by In-Vehicle IoT Device 2021 – 2026 Table 24: Global AI Market by Smart Grid Device 2021 – 2026 Table 25: Global AI Market by Military Device 2021 – 2026 Table 26: Global AI Market by Energy Management Device 2021 – 2026 Table 27: Global AI Market by Agriculture Specific Device 2021 – 2026 Table 28: Global AI Market by Embedded IoT System 2021 – 2026 Table 29: Global AI Market by Semiconductor Components 2021 – 2026 Table 30: Global AI Market by Wearable and Embedded Components 2021 – 2026 Table 31: Global AI Market by RTLS 2021 – 2026 Table 32: Global AI Market by Barcode 2021 – 2026 Table 33: Global AI Market by Barcode Scanner 2021 – 2026 Table 34: Global AI Market by Barcode Scanner Technology Labels 2021 – 2026 Table 35: Global AI Market by Barcode Stickers 2021 – 2026 Table 36: Global AI Market by RFID 2021 – 2026 Table 37: Global AI Market by RFID Tags 2021 – 2026 Table 38: Global AI Market by Sensors 2021 – 2026 Table 39: Global AI Market by Processors 2021 – 2026 Table 40: Global AI Market by Software 2021 – 2026 Table 41: Global AI Market by Software Category 2021 – 2026 Table 42: Global AI Market by AI Platforms 2021 – 2026 Table 43: Global AI Market by Services 2021 – 2026 Table 44: Global AI Market by Professional Services 2021 – 2026 Table 45: Global AI Market by Management Functions 2021 – 2026 Table 46: Global AI Market by Technology 2021 – 2026 Table 47: Global AI Market by Machine Learning 2021 – 2026 Table 48: Global AI Market by Industry Vertical 2021 – 2026 Table 49: Global AI Market by Medical and Healthcare Application 2021 – 2026 Table 50: Global AI Market by Manufacturing Application 2021 – 2026 Table 51: Global AI Market by Consumer Electronics Application 2021 – 2026 Table 52: Global AI Market by Automotive and Transportation Application 2021 – 2026 Table 53: Global AI Market by Retail and Apparel Application 2021 – 2026 Table 54: Global AI Market by Marketing and Advertising Application 2021 – 2026 Table 55: Global AI Market by FinTech Application 2021 – 2026 Table 56: Global AI Market by Building and Construction Application 2021 – 2026 Table 57: Global AI Market by Agriculture Application 2021 – 2026 Table 58: Global AI Market by Security and Surveillance Application 2021 – 2026 Table 59: Global AI Market by Government, Military, and Aerospace Application 2021 – 2026 Table 60: Global AI Market by Human Resource Application 2021 – 2026 Table 61: Global AI Market by Legal and Law Application 2021 – 2026 Table 62: Global AI Market by Telecommunication and IT Application 2021 – 2026 Table 63: Global AI Market by Oil, Gas, and Mining Application 2021 – 2026 Table 64: Global AI Market by Logistics Application 2021 – 2026 Table 65: Global AI Market by Education and Learning Application 2021 – 2026 Table 66: Global AI Market by Solution 2021 – 2026 Table 67: Global AI Market by Deployment 2021 – 2026 Table 68: Global AI Market by Cloud Deployment 2021 – 2026 Table 69: Global AI Market by AI System 2021 – 2026 Table 70: Global AI Market by AI System 2021 – 2026 Table 71: Global AI Market by Connectivity 2021 – 2026 Table 72: Global AI Market by Non-Telecom Connectivity 2021 – 2026 Table 73: Global AI Market by Telecom Connectivity 2021 – 2026 Table 74: Global AI Market by Connectivity Standard 2021 – 2026 Table 75: Global AI Market by Enterprise 2021 – 2026 Table 76: Global AI Market by IoT Network 2021 – 2026 Table 77: Global AI Market by Region 2021 – 2026 Table 78: North America AI Market by Country 2021 – 2026 Table 79: APAC AI Market by Country 2021 – 2026 Table 80: Europe AI Market by Country 2021 – 2026 Table 81: MEA AI Market by Country 2021 – 2026 Table 82: Latin America AI Market by Country 2021 – 2026 Table 83: Global AI Embedded IoT Unit Deployment by Solution 2021 – 2026 Table 84: Global AI Embedded Unit Deployment by Non-IoT Device 2021 – 2026 Table 85: Global AI Embedded Unit Deployment by IoT Device 2021 – 2026 Table 86: Global AI Embedded Unit Deployment by IoT Things and Objects 2021 – 2026 Table 87: Global AI Embedded Unit Deployment by IoT Semiconductor 2021 – 2026 Table 88: AI Embedded Unit Deployment by Software 2021 – 2026 Table 89: AI Embedded Unit Deployment by Region 2021 – 2026 Table 90: North America AI Embedded Unit Deployment by Leading Country 2021 – 2026 Table 91: APAC AI Embedded Unit Deployment by Leading Country 2021 – 2026 Table 92: Europe AI Embedded Unit Deployment by Leading Country 2021 – 2026 Table 93: MEA AI Embedded Unit Deployment by Leading Country 2021 – 2026 Table 94: Latin America AI Embedded Unit Deployment by Leading Country 2021 – 2026 AI-Based Chatbot Market by Type (Text, Voice, and Hybrid), Use Case, Deployment Type, Value Chain Component, Market Segment (Consumer, Enterprise, Industrial, Government) and Industry Verticals 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Intelligent Chatbots 2.2 Chatbots vs. Virtual Personal Assistants 2.3 Chatbots and Conversational UI 2.4 Role of Machine Learning and AI 2.5 Chatbots vs. Traditional Apps 2.6 Chatbots Feature Functionality 3.0 Intelligent Chatbots Ecosystem Analysis 3.1 Chatbot Open Development Ecosystem 3.2 Types of Chatbots 3.3 Chatbot Architecture 3.3.1 Generative Models 3.3.2 Retrieval Based Models 3.3.3 Pattern Based Heuristics 3.4 Machine Learning and Response Generation in Chatbots 3.5 Chatbot Ecosystem 3.5.1 Native Chatbots 3.5.2 Third-Party Chatbots 3.5.3 Corporate Chatbots 3.5.4 Chatbots Delivery Channel 3.5.5 Technology Assistants 3.5.6 Chatbots Application Industry 3.6 Beyond Chatbots: Messaging is the New Voice 3.7 Potential Business Impact of Chatbots 3.7.1 Establish Scalable Customer Service 3.7.2 Develop Customer Intelligence 3.7.3 Small Businesses become More Competitive 3.7.4 Improve Customer Navigational Experience 3.7.5 Personalized Sales and Marketing 3.8 Developing Chatbots: Building Blocks and Costs Analysis 3.8.1 Building Blocks of Chatbots Development 3.8.2 Develop Prerequisite Capabilities 3.8.3 Development Options and Costs 3.8.4 Choosing a Self-Service Solution 3.9 Chatbots to Make Significant Impact on Global Economy 3.9.1 Impact on Global Job Market 3.10 Investment in Chatbot Ecosystem 3.11 Investment of Slack in Chatbots Ecosystem 4.0 Chatbot Market: SWOT Analysis and Use Cases 4.1 SWOT Analysis 4.2 Emerging Chatbot Use Cases 4.2.1 Dialog Systems 4.2.2 Toy Devices 4.2.3 Customer Service 4.2.4 Expedite Purchase Process 4.2.5 Improve Workplace Productivity 4.2.6 Booking Agent 4.2.7 Gaming Expert 4.2.8 Weather Forecaster 4.2.9 News Reporter 4.2.10 Job Hunter 4.2.11 Marketer 4.2.12 Hair Stylist and Retailer 4.2.13 Food Order Taker 4.2.14 Finance Adviser 4.2.15 Teacher 4.2.16 Legal Advisor 4.2.17 Salesman 4.3 Market Learning Self-Driving Car Device Failure 4.4 Amazon Echo Services to Hotel Suites 5.0 Chatbot Company and Solution Analysis 5.1 Anboto Group 5.1.1 Overview 5.1.2 Solution and Strategic Initiatives 5.1.2.1 Virtual Assistant for Customer Service 5.1.2.2 Intelligent Chatbots 5.1.2.3 Automatic Email Response and Management 5.1.2.4 Social Module 5.1.2.5 Feedback Management and Customer Engagement Suite 5.2 Apple Inc. 5.2.1 Overview 5.2.2 Apple Siri and Embedded Strategy 5.3 Artificial Solutions Ltd. 5.3.1 Overview 5.3.2 Solution and Strategic Initiatives 5.3.2.1 Teneo Platform 5.3.2.2 Natural Language Interface 5.3.2.3 Digital Employee 5.3.2.4 Natural Language Analytics 5.4 iDAvatars (IDA) 5.4.1 Overview 5.4.2 3D Virtual Assistant and Insyte Dashboard 5.5 Creative Virtual Ltd. 5.5.1 Overview 5.5.2 V-Person technology 5.6 CX Company 5.6.1 Overview 5.6.2 Digital CX Solutions 5.7 eGain Corporation 5.7.1 Overview 5.7.2 Solution and Strategic Initiatives 5.8 Eidoserve Inc. 5.8.1 Overview 5.8.2 Abby and IVR Solution 5.9 Existor 5.9.1 Overview 5.9.2 Existor Chatbots 5.10 Google 5.10.1 Overview 5.10.2 Solution and Strategic Initiatives 5.10.2.1 Google Now 5.10.2.2 Google Assistant 5.10.2.3 Google Home 5.10.2.4 Embedded Strategy 5.10.2.5 Allo 5.10.2.6 DeepMind Acquisition 5.11 Intel Corporation 5.11.1 Overview 5.11.2 Solution and Strategic Initiatives 5.11.2.1 Digital Personal Assistant for the Enterprise 5.11.2.2 Intel AI Acquisition Strategy 5.11.2.3 Intel Ginger 5.11.2.4 Next-gen AI Chip Strategy 5.11.2.5 Intel JARVIS 5.12 Microsoft Corporation 5.12.1 Overview 5.12.2 Solution and Strategic Initiatives 5.12.2.1 Microsoft Key Five Assets Strategy 5.12.2.2 Microsoft Cortana 5.12.2.3 Genee and Other Acquisition Strategy 5.12.2.4 Tay Bot 5.12.2.5 Xiaoice 5.12.2.6 Microsoft AI and Research Group 5.12.2.7 Industry Collaboration 5.13 Speaktoit Inc. 5.13.1 Overview 5.13.2 Solution and Strategic Initiatives 5.13.2.1 Assistant.ai 5.13.2.2 Api.ai 5.14 InteliWISE SA 5.14.1 Overview 5.14.2 Solution and Strategic Initiatives 5.14.2.1 Virtual Assistant Chatbot 5.14.2.2 Facebook Messenger Bot 5.14.2.3 Proactive LiveChat 5.14.2.4 Omnichannel Contact Center 5.14.2.5 eGOV 5.15 Facebook Inc. 5.15.1 Overview 5.15.2 Solution and Strategic Initiatives 5.15.2.1 Facebook M 5.15.2.2 DeepText: Text Understanding Engine 5.15.2.3 Third-Party Integration 5.16 Salesforce 5.16.1 Overview 5.16.2 Solution and Strategic Initiatives 5.16.3 Einstein 5.16.4 Acquisition Strategy 5.17 Amazon 5.17.1 Overview 5.17.2 Solution and Strategic Initiatives 5.17.2.1 Amazon Alexa Voice 5.17.2.2 Amazon Echo 5.18 SK Telecom Co, Ltd. 5.18.1 Overview 5.18.2 Solution and Strategic Initiatives 5.18.2.1 NUGU 5.18.2.2 Inclusion of Conexant Systems AI Capabilities 5.19 motion.ai 5.20 Indigo 5.21 Vokul 5.22 24me 5.23 Robin 5.24 Wunderlist 5.25 Cubic 5.26 Hound 5.27 SIRIUS 5.28 Yahoo Inc. 5.28.1 Overview 5.28.2 Yahoo Chatbots on Kik and Facebook Messenger 5.29 Helpshift 5.30 Haptik, Inc. 5.31 Aspect Software, Inc. 5.31.1 Aspect Mila: Workforce Chatbot 5.31.2 Aspect Chatbots based on ITR 5.32 Inbenta Technologies Inc. 5.32.1 Inbenta Chatbots to Skype and Facebook Messenger 5.32.2 Inbenta Chatbot Development Platform 5.33 Twilio 5.33.1 Twilio Supports HelloVote Chatbot 5.33.2 Exclusive Interview of Twilio 5.33.2.1 Overall Twilio’s Comments on Bots 5.33.2.2 Twilio’s Responds to Key Questions 5.34 IBM Watson 6.0 Conclusions and Recommendations 6.1 Chatbots to Redefine HCI 6.2 Marketing Guide for the Future 6.3 AI Chatbots App 6.4 Recommendations to Market Players 6.4.1 Chatbots for Consumer Market 6.4.2 Integration and Convergence in Enterprise and Industrial Segment 6.4.3 Recommendations to Investors 7.0 AI Based Chatbot Market Analysis and Forecasts 2021 – 2026 7.1 Global Markets for AI based Chatbots by Type 2021 – 2026 7.2 AI based Chatbots by Interface Type 2021 – 2026 7.2.1 AI based Voice Chatbots by sub-category 2021 – 2026 7.3 Global Market Size AI Chatbots by Value Chain Components 2021 – 2026 7.4 Global Markets for AI based Chatbots by Business Model 2021 – 2026 7.5 Global Markets for AI based Chatbots by Deployment 2021 – 2026 7.6 Global Markets for AI based Chatbots by Market Segment 2021 – 2026 7.7 Global Markets for AI based Chatbots by Applications 2021 – 2026 7.8 Global Markets for AI based Chat by Use Case 2021 – 2026 7.9 Global Markets for AI based Chatbots by Industry Vertical 2021 – 2026 8.0 Regional AI based Chatbot Market 2021 – 2026 8.1 AI based Chatbot Market by Region 2021 – 2026 8.2 North America AI Based Chatbot Markets by Country 2021 – 2026 8.3 Latin America AI Based Chatbot Markets by Country 2021 – 2026 8.4 Europe AI Based Chatbot Markets by Country 2021 – 2026 8.5 APAC AI Based Chatbot Markets by Country 2021 – 2026 8.6 MEA AI Based Chatbot Markets by Country 2021 – 2026 9.0 Conversational AI Forecasts 2021 – 2026 9.1 Global Market for Conversational AI by Deployment Type 2021 – 2026 9.2 Global Markets for Conversational AI by Value Chain Components 2021 – 2026 9.3 Global Markets for Conversational AI by Market Segment 2021 – 2026 9.4 Global Markets for Conversational AI by Applications 2021 – 2026 9.5 Global Markets for Conversational AI by Use Case 2021 – 2026 9.6 Global Markets for Conversational AI by Industry Vertical 2021 – 2026 9.7 Global Markets for Conversational AI by Region 2021 – 2026 9.7.1 North American Markets for Conversational AI by Country 2021 – 2026 9.7.2 Latin American Markets for Conversational AI by Country 2021 – 2026 9.7.3 European Markets for Conversational AI by Country 2021 – 2026 9.7.4 APAC Markets for Conversational AI by Country 2021 – 2026 9.7.5 MEA Markets for Conversational AI by Country 2021 – 2026 Figures Figure 1: Architecture of Intelligent Chatbots Figure 2: Chatbot Ecosystem Figure 3: Global Economic Impact of Intelligent Chatbots and VPA 2021 – 2026 Figure 4: Chatbots Investment Figure 5: Global Market for AI-based Chatbots 2021 – 2026 Figure 6: Global Market for AI-based Chatbots by Type 2021 – 2026 Figure 7: Global Market for AI-based Chatbots by Type 2021 – 2026 Figure 8: Global Market for AI-based Voice Chatbots by Sub-category 2021 – 2026 Figure 9: Global Market for AI Chatbots by Value Chain Components 2021 – 2026 Figure 10: Global Market for AI Chatbots by Business Model 2021 – 2026 Figure 11: Global Market for AI Chatbots by Deployment 2021 – 2026 Figure 12: Global Market for AI Chatbots by Market Segment 2021 – 2026 Figure 13: Global Market for AI Chatbots by Applications 2021 – 2026 Figure 14: Global Market for AI Chatbots by Use Case 2021 – 2026 Figure 15: Global Market for AI Chatbots by Industry Vertical 2021 – 2026 Figure 16: Global Market for AI Chatbots by Region 2021 – 2026 Figure 17: North American Market for AI Chatbots 2021 – 2026 Figure 18: Latin American Market for AI Chatbots 2021 – 2026 Figure 19: Europe Market for AI Chatbots 2021 – 2026 Figure 20: APAC Market for AI Chatbots 2021 – 2026 Figure 21: MEA Market for AI Chatbots 2021 – 2026 Figure 22: Global Market for Conversational AI by Deployment 2021 – 2026 Figure 23: Global Market for Conversational AI by Value Chain Components 2021 – 2026 Figure 24: Global Market for Conversational AI by Market Segment 2021 – 2026 Figure 25: Global Market for Conversational AI by Applications 2021 – 2026 Figure 26: Global Market for Conversational AI by Use Case 2021 – 2026 Figure 27: Global Market for Conversational AI by Industry Vertical 2021 – 2026 Figure 28: Global Market for Conversational AI by Region 2021 – 2026 Figure 29: North American Market for Conversational AI 2021 – 2026 Figure 30: Latin American Market for Conversational AI 2021 – 2026 2021 – 2026 Figure 31: European Market for Conversational AI 2021 – 2026 Figure 32: APAC Market for Conversational AI 2021 – 2026 Figure 33: MEA Market for Conversational AI 2021 – 2026 Tables Table 1: Investment in Chatbot Companies Table 2: Intelligent Chatbots Market SWOT Analysis Chart Table 3: Global Market for AI-based Chatbots 2021 – 2026 Table 4: Global Market for AI-based Chatbots by Type 2021 – 2026 Table 5: Global Market for AI-based Chatbots by Type 2021 – 2026 Table 6: Global Market for AI-based Voice Chatbots by Sub-category 2021 – 2026 Table 7: Global Market for AI Chatbots by Value Chain Components 2021 – 2026 Table 6: Global Market for AI Chatbots by Business Model 2021 – 2026 Table 7: Global Market for AI Chatbots by Deployment 2021 – 2026 Table 8: Global Market for AI Chatbots by Market Segment 2021 – 2026 Table 9: Global Market for AI Chatbots by Applications 2021 – 2026 Table 10: Global Market for AI Chatbots by Use Case 2021 – 2026 Table 11: Global Market for AI Chatbots by Industry Vertical Table 12: Global Market for AI Chatbots by Region 2021 – 2026 Table 13: North American Market for AI Chatbots 2021 – 2026 Table 14: Latin American Market for AI Chatbots 2021 – 2026 Table 15: Europe Market for AI Chatbots 2021 – 2026 Table 16: APAC Market for AI Chatbots 2021 – 2026 Table 17: MEA Market for AI Chatbots 2021 – 2026 Table 18: Global Market for Conversational AI by Deployment 2021 – 2026 Table 19: Global Market for Conversational AI by Value Chain Components 2021 – 2026 Table 20: Global Market for Conversational AI by Market Segment 2021 – 2026 Table 21: Global Market for Conversational AI by Applications 2021 – 2026 Table 22: Global Market for Conversational AI by Use Case 2021 – 2026 Table 23: Global Market for Conversational AI by Industry Vertical 2021 – 2026 Table 24: Global Market for Conversational AI by Region 2021 – 2026 Table 25: North American Markets for Conversational AI 2021 – 2026 Table 26: Latin American Market for Conversational AI 2021 – 2026 Table 27: European Market for Conversational AI 2021 – 2026 Table 28: APAC Market for Conversational AI 2021 – 2026 Table 29: MEA Market for Conversational AI 2021 – 2026 Artificial General Intelligence Market: General Purpose Artificial Intelligence, AI Agent Platforms, and Software 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Artificial General Intelligence 2.2 Core AGI Hypothesis 2.3 General Purpose Intelligence APIs 2.4 AGI Development 2.5 Strong AI and Human-Level Intelligence 2.6 Emotion AI Agents 2.6.1 Facial Detection APIs 2.6.2 Text Recognition APIs 2.6.3 Speech Recognition APIs 2.7 Machine Learning and Predictive Intelligence 2.8 Ethical and Technical Consideration 2.9 Market Opportunities and Challenges 2.10 Why are we still behind the AGI starting line? 3.0 Technology and Application Analysis 3.1 Cognitive Computing and Swarm Intelligence 3.2 Machine Learning and Intelligence 3.2.1 Deep Learning 3.2.2 Supervised and Unsupervised Learning 3.2.3 Reinforcement Learning 3.3 Human-Level AGI Tools 3.4 Simulation Human Brain 3.5 Human Factor Considerations 3.6 Machine Intelligence for Business Innovation 3.6.1 Applying Machine Learning 3.7 Enterprise Benefits 3.7.1 Virtual Assistant 3.7.2 Hardware Optimization 3.7.3 Enterprise Decision Support System 3.7.4 Biometric Solution 3.7.5 Factory Automation 3.7.6 Predictive Analytics and Pattern Recognition 3.7.7 Productivity Gain 3.8 AI Patent and Regulatory Framework 3.9 Conversational Interface: Human + AI 3.10 Edge Computing and 5G Network 3.11 Smart Machine and Virtual Twinning 3.12 Building Automation and Smart Workplace 3.13 Artificial Intelligence and Machine Learning as a Service 3.14 Enterprise Adoption and External Investment 3.15 General Purpose Applications 3.15.1 Predictive 3D Design 3.15.2 Transforming Customer Service 3.15.3 Data Security 3.15.4 Personal Security 3.15.5 Financial Trading 3.15.6 Healthcare 3.15.7 Marketing Personalization 3.15.8 Fraud Detection 3.15.9 Recommendations 3.15.10 Smart Cars 3.15.11 Online Search 3.16 General Purpose Machine Intelligence Ecosystem Analysis 3.16.1 Technology Stack 3.16.2 Application Stack 4.0 General Purpose Intelligence Case Studies 4.1 Artificial General Intelligence in Healthcare Case Study 4.1.1 AI in “Emergency Room and Surgery” is saving lives 4.1.2 AI in “Hospital Information System (HIS)” can enrich the delivery of healthcare services 4.1.3 Healthcare “Data Mining” with AI 4.2 Artificial General Intelligence in Security Case Study 4.2.1 AI in digital security 4.2.2 AI in Surveillance 4.3 AI in financial services 4.3.1 Credit scoring 4.3.2 Financial technology lending 4.3.3 AI for cost reduction in financial services 4.4 AI in Transportation services 4.5 AI in Agriculture 5.0 General Purpose AI Market Analysis and Forecasts 5.1 General AI Market Forecasts 2021 – 2026 5.1.1 Global General AI Market 5.1.2 General AI Market by Segment 5.1.3 General AI Market by Hardware Type 5.1.4 General AI Market by Software Segment 5.1.5 General AI Market by Service Segment 5.1.6 General AI Market by AI Technology 5.1.7 General AI Market by System Type 5.1.8 General AI Market by Industry Vertical 5.1.9 General AI Market by Region 5.2 General Purpose AI Agent Market Forecasts 2021 – 2026 5.2.1 Global General Purpose AI Agent Market 5.2.2 General Purpose AI Agent Market by Segment 5.2.3 General Purpose AI Agent Market by AI Technology 5.2.4 General Purpose AI Agent Market by Deployment 5.2.5 General Purpose AI Agent Market by AI System 5.2.6 General Purpose AI Agent Market by End User Industry 5.2.7 General Purpose AI Agent Market by AI Sector 5.2.8 Global General Purpose AI Agent Market in Edge Computing 5.2.9 Global General Purpose AI Agent Market in 5G Network 5.2.10 Global General Purpose AI Agent Market in Blockchain 5.2.11 General Purpose AI Agent Market by Region 5.2.12 General Purpose AI Agent Market by Top Ten Country 5.3 AI Embedded IoT Device Deployment Forecasts 2021 – 2026 5.3.1 Total AI Embedded IoT Device Deployment 5.3.2 AI Embedded IoT Device by IoT Sector 5.3.3 AI Embedded IoT Device Deployment by AI Technology 5.3.4 AI Embedded IoT Device Deployment by End User Industry 5.3.5 AI Embedded IoT Device Deployment by Region 5.4 AI Embedded IoT Things Deployment 2021 – 2026 5.4.1 Total AI Embedded IoT Things 5.4.2 AI Embedded IoT Things by IoT Sector 5.4.3 AI Embedded IoT Things by Application 5.4.4 AI Embedded IoT Things Deployment by AI Technology 5.4.5 AI Embedded IoT Things Deployment by End User Industry 5.4.6 AI Embedded IoT Things Deployment by Region 5.5 AI Embedded IoT Semiconductor Unit Shipment 2021 – 2026 5.5.1 Total AI Embedded IoT Semiconductor Unit Shipment 5.5.2 AI Embedded IoT Semiconductor Unit Shipment by Segment 5.5.3 AI Embedded IoT Semiconductor Unit Shipment by Region 5.6 AI Embedded IoT Software Unit Deployment Forecasts 2021 – 2026 5.6.1 Total AI Embedded IoT Software Unit Deployment 5.6.2 AI Embedded IoT Software Unit Deployment by Segment 5.6.3 AI Embedded IoT Software Unit Deployment by Region 6.0 Company Analysis 6.1 IBM Corporation 6.1.1 Company Profile 6.1.2 Recent Development 6.2 Intel Corporation 6.2.1 Company Profile 6.2.2 Recent Development 6.3 Microsoft Corporation 6.3.1 Company Profile 6.3.2 Recent Development 6.4 Google Inc. 6.4.1 Company Profile 6.4.2 Recent Development 6.5 Baidu Inc. 6.5.1 Company Profile 6.5.2 Recent Development 6.6 H2O.ai 6.6.1 Company Profile 6.6.2 Recent Development 6.7 Hewlett Packard Enterprise (HPE) 6.7.1 Company Profile 6.7.2 Recent Development 6.8 Apple Inc. 6.8.1 Company Profile 6.8.2 Recent Development 6.9 General Electric (GE) 6.9.1 Company Profile 6.9.2 Recent Development 6.10 LG Electronics 6.10.1 Company Profile 6.11 Digital Reasoning Systems Inc. 6.11.1 Company Profile 6.11.2 Recent Development 6.12 SparkCognition Inc. 6.12.1 Company Profile 6.12.2 Recent Development 6.13 Nuance Communications Inc. 6.13.1 Company Profile 6.13.2 Recent Development 6.14 InteliWISE 6.14.1 Company Profile 6.14.2 Recent Development 6.15 Facebook Inc. 6.15.1 Company Profile 6.16 Salesforce 6.16.1 Company Profile 6.16.2 Recent Development 6.17 Amazon Inc. 6.17.1 Company Profile 6.18 SK Telecom 6.18.1 Company Profile 6.19 motion.ai 6.19.1 Company Profile 6.20 PointGrab Ltd. 6.20.1 Company Profile 6.20.2 Recent Development 6.21 Tellmeplus 6.21.1 Company Profile 6.22 SAS Institute Inc. 6.22.1 Company Profile 6.22.2 Recent Development 6.23 AIBrain Inc. 6.23.1 Company Profile 6.23.2 Recent Development 6.24 Brighterion (MasterCard) 6.24.1 Company Profile 6.24.2 Recent Development 6.25 General Vision Inc. 6.25.1 Company Profile 6.25.2 Recent Development 6.26 Sentient Technologies Holdings Limited 6.26.1 Company Profile 6.26.2 Recent Development 6.27 CloudMinds 6.27.1 Company Profile 6.27.2 Recent Development 6.28 Tend.ai 6.28.1 Company Profile 6.28.2 Recent Development 6.29 TensorFlow 6.29.1 Company Profile 6.29.2 Recent Development 6.30 Infosys Nia 6.30.1 Company Profile 6.30.2 Recent Development 6.31 Wipro HOLMES 6.31.1 Company Profile 6.31.2 Recent Development 6.32 Premonition 6.32.1 Company Profile 6.32.2 Recent Development 6.33 Rainbird 6.33.1 Company Profile 6.33.2 Recent Development 6.34 Ayasdi 6.34.1 Company Profile 6.34.2 Recent Development 6.35 MindMeld 6.35.1 Company Profile 6.36 Vital AI 6.36.1 Company Profile 6.37 KAI 6.37.1 Company Profile 6.37.2 Recent Development 6.38 Receptiviti 6.38.1 Company Profile 6.38.2 Recent Development 6.39 Meya 6.39.1 Company Profile 6.39.2 Recent Development 6.40 DigitalGenius 6.40.1 Company Profile 6.41 GoodAI 6.41.1 Company Profile 6.41.2 Recent Development 6.42 Vicarious 6.42.1 Company Profile 6.43 Agent.ai 6.43.1 Company Profile 6.44 X.ai 6.44.1 Company Profile 6.44.2 Recent Development 6.45 Zebra Medical Vision Inc. 6.45.1 Company Profile 6.45.2 Recent Development 6.46 Fair Isaac Corporation 6.46.1 Company Profile 6.46.2 Recent Development 6.47 Bigml Inc. 6.47.1 Company Profile 6.47.2 Recent Development 6.48 AT&T Speech API 6.48.1 Company Profile 6.48.2 Recent Development 6.49 Wit.ai 6.49.1 Company Profile 6.50 Diffbot 6.50.1 Company Profile 6.50.2 Recent Development 6.51 PredictionIO 6.51.1 Company Profile 7.0 Conclusions and Recommendations Figures Figure 1: Artificial General Intelligence Trajectory Figure 2: Predictive Layer System with Machine Learning API Figure 3: AI Agent and Emotion Detection Figure 4: Supervised, Unsupervised, and Reinforcement Learning Figure 5: AI Enterprise Productivity Gain 2021 – 2026 Figure 6: AI Smart Machine Figure 7: General Purpose Machine Intelligence Technology Stack Figure 8: General Purpose Machine Intelligence Application Stack Figure 9: Global General AI Market 2021 – 2026 Figure 10: Global General AI Market Share 2021 – 2026 Figure 11: Global General Purpose AI Agent Market 2021 – 2026 Figure 12: Global General Purpose AI Agent Market Share 2021 – 2026 Figure 13: Global General Purpose AI Agent Market in Edge Computing Network 2021 – 2026 Figure 14: Global General Purpose AI Agent Market Share in Edge Computing Network 2021 – 2026 Figure 15: Global General Purpose AI Agent Market in 5G Network 2021 – 2026 Figure 16: Global General Purpose AI Agent Market Share in 5G Network 2021 – 2026 Figure 17: Global General Purpose AI Agent Market in Blockchain 2021 – 2026 Figure 18: Global General Purpose AI Agent Market Share in Blockchain 2021 – 2026 Figure 19: General Purpose AI Agent Market Share by Top Ten Countries 2021 – 2026 Figure 20: Global AI Embedded IoT Device Deployment 2021 – 2026 Figure 21: Global AI Embedded IoT Device Deployment Market Share 2021 – 2026 Figure 22: Global AI Embedded IoT Things Deployment 2021 – 2026 Figure 23: Percentage Share of Global AI Embedded IoT Things Deployment 2021 – 2026 Figure 24: Global AI Embedded IoT Semiconductor Unit Shipment 2021 – 2026 Figure 25: Global AI Embedded IoT Semiconductor Unit Shipment Market Share 2021 – 2026 Figure 26: Global AI Embedded IoT Software Unit Deployment 2021 – 2026 Figure 27: Global AI Embedded IoT Software Unit Deployment Market Share 2021 – 2026 Tables Table 1: AI-Driven Economic Transaction 2021 – 2026 Table 2: AI Business Analytics Software 2021 – 2026 Table 3: AI Self Service Visual Discovery 2021 – 2026 Table 4: AI Building Security System 2021 – 2026 Table 5: AI-Generated Business Content 2021 – 2026 Table 6: AI Supervised Human Worker 2021 – 2026 Table 7: AI Patent Leaders Table 8: AI Smart Workplace Automation Table 9: AI External Investment 2021 – 2026 Table 10: Global General AI Market by Segment 2021 – 2026 Table 11: Global General AI Market by Hardware Type 2021 – 2026 Table 12: Global General AI Market by Embedded Device Type 2021 – 2026 Table 13: Global General AI Market by Embedded Non-IoT Device Type 2021 – 2026 Table 14: Global General AI Market by Embedded IoT Device Type 2021 – 2026 Table 15: Global General AI Market by Embedded Wearable Device Type 2021 – 2026 Table 16: Global General AI Market by Embedded Healthcare Device Type 2021 – 2026 Table 17: Global General AI Market by Embedded Appliances Type 2021 – 2026 Table 18: Global General AI Market by Embedded Industrial Machine Type 2021 – 2026 Table 19: Global General AI Market by Embedded Entertainment Device Type 2021 – 2026 Table 20: Global General AI Market by Embedded Security Device Type 2021 – 2026 Table 21: Global General AI Market by Embedded Network Device Type 2021 – 2026 Table 22: Global General AI Market by Embedded Vehicle Device Type 2021 – 2026 Table 23: Global General AI Market by Embedded Smart Grid Device Type 2021 – 2026 Table 24: Global General AI Market by Embedded Military Device Type 2021 – 2026 Table 25: Global General AI Market by Embedded Energy Management Device Type 2021 – 2026 Table 26: Global General AI Market by Embedded Agriculture Specific Device Type 2021 – 2026 Table 27: Global General AI Market by Embedded Industrial IoT Device Type 2021 – 2026 Table 28: Global General AI Market by Embedded IoT Things Type 2021 – 2026 Table 29: Global General AI Market by Embedded Components Type 2021 – 2026 Table 30: Global General AI Market by Processors Type 2021 – 2026 Table 31: Global General AI Chipsets Market by Technology 2021 – 2026 Table 32: Global General AI Chipsets Market by Machine Learning Technology 2021 – 2026 Table 33: Global General AI Market by Software Type 2021 – 2026 Table 34: Global General AI Application Embedded Software Market by Application Type 2021 – 2026 Table 35: Global General AI Application Embedded Software Market by Deployment Type 2021 – 2026 Table 36: Global General AI Market by AI Platform Type 2021 – 2026 Table 37: Global General AI Market by Service Type 2021 – 2026 Table 38: Global General AI Market by Professional Service Type 2021 – 2026 Table 39: Global General AI Market by AI Technology Type 2021 – 2026 Table 40: Global General AI Market by Machine Learning Technology Type 2021 – 2026 Table 41: Global General AI Market by AI System Type 2021 – 2026 Table 42: Global General AI Market by End User Industry 2021 – 2026 Table 43: Global General AI Market by Healthcare Application 2021 – 2026 Table 44: Global General AI Market by Manufacturing Application 2021 – 2026 Table 45: Global General AI Market by Consumer Electronics Application 2021 – 2026 Table 46: Global General AI Market by Automotive and Transportation Application 2021 – 2026 Table 47: Global General AI Market by Retail and Apparel Application 2021 – 2026 Table 48: Global General AI Market by Marketing Application 2021 – 2026 Table 49: Global General AI Market by FinTech Application 2021 – 2026 Table 50: Global General AI Market by Building and Construction Application 2021 – 2026 Table 51: Global General AI Market by Agriculture Application 2021 – 2026 Table 52: Global General AI Market by Security and Surveillance Application 2021 – 2026 Table 53: Global General AI Market by Government and Military Application 2021 – 2026 Table 54: Global General AI Market by Human Resource Application 2021 – 2026 Table 55: Global General AI Market by Law Application 2021 – 2026 Table 56: Global General AI Market by Telecommunication and IT Application 2021 – 2026 Table 57: Global General AI Market by Oil, Gas and Mining Application 2021 – 2026 Table 58: Global General AI Market by Logistics Application 2021 – 2026 Table 59: Global General AI Market by Education Application 2021 – 2026 Table 60: Global General AI Market by AI Sector 2021 – 2026 Table 61: General AI Market by Region 2021 – 2026 Table 62: North America General AI Market by Country 2021 – 2026 Table 63: Europe General AI Market by Country 2021 – 2026 Table 64: APAC General AI Market by Country 2021 – 2026 Table 65: Middle East and Africa General AI Market by Country 2021 – 2026 Table 66: Latin America General AI Market by Country 2021 – 2026 Table 67: Global General Purpose AI Agent Market by Segment 2021 – 2026 Table 68: Global General Purpose AI Agent Software Market by Delivery Platform Type 2021 – 2026 Table 69: Global General Purpose AI Agent Software Market by Application Type 2021 – 2026 Table 70: Global General Purpose AI Agent Platform Market by Platform Type 2021 – 2026 Table 71: Global General Purpose AI Agent Market by AI Technology 2021 – 2026 Table 72: Global General Purpose AI Agent Market by Machine Learning Technology Type 2021 – 2026 Table 73: Global General Purpose AI Agent Market by Deployment Type 2021 – 2026 Table 74: Global General Purpose AI Agent Market by AI System Type 2021 – 2026 Table 75: Global General Purpose AI Agent Market by End User Industry 2021 – 2026 Table 76: Global General Purpose AI Agent Market by Healthcare Application 2021 – 2026 Table 77: Global General Purpose AI Agent Market by Manufacturing Application 2021 – 2026 Table 78: Global General Purpose AI Agent Market by Consumer Electronics Application 2021 – 2026 Table 79: Global General Purpose AI Agent Market by Automotive and Transportation Application 2021 – 2026 Table 80: Global General Purpose AI Agent Market by Retail and Apparel Application 2021 – 2026 Table 81: Global General Purpose AI Agent Market by Marketing Application 2021 – 2026 Table 82: Global General Purpose AI Agent Market by Banking and FinTech Application 2021 – 2026 Table 83: Global General Purpose AI Agent Market by Building and Construction Application 2021 – 2026 Table 84: Global General Purpose AI Agent Market by Agriculture Application 2021 – 2026 Table 85: Global General Purpose AI Agent Market by Security and Surveillance Application 2021 – 2026 Table 86: Global General Purpose AI Agent Market by Government and Military Application 2021 – 2026 Table 87: Global General Purpose AI Agent Market by Human Resource Application 2021 – 2026 Table 88: Global General Purpose AI Agent Market by Legal Application 2021 – 2026 Table 89: Global General Purpose AI Agent Market by Telecommunication and IT Application 2021 – 2026 Table 90: Global General Purpose AI Agent Market by Energy and Utilities Application 2021 – 2026 Table 91: Global General Purpose AI Agent Market by Logistics Application 2021 – 2026 Table 92: Global General Purpose AI Agent Market by Education Application 2021 – 2026 Table 93: Global General Purpose AI Agent Market by AI Sector 2021 – 2026 Table 94: Global General Purpose AI Agent Market in Edge Computing Network by Segment 2021 – 2026 Table 95: Global General Purpose AI Agent Market in 5G Network by Segment 2021 – 2026 Table 96: Global General Purpose AI Agent Market in Blockchain by Segment 2021 – 2026 Table 97: General Purpose AI Agent Market by Region 2021 – 2026 Table 98: North America General Purpose AI Agent Market by Country 2021 – 2026 Table 99: Europe General Purpose AI Agent Market by Country 2021 – 2026 Table 100: APAC General Purpose AI Agent Market by Country 2021 – 2026 Table 101: Middle East and Africa General Purpose AI Agent Market by Country 2021 – 2026 Table 102: Latin America General Purpose AI Agent Market by Country 2021 – 2026 Table 103: General Purpose AI Agent Market by Top Ten Countries 2021 – 2026 Table 104: Global AI Embedded IoT Device Deployment by IoT Sector 2021 – 2026 Table 105: Global AI Embedded Consumer IoT Device Deployment by Device Type 2021 – 2026 Table 106: Global AI Embedded Enterprise IoT Device Deployment by Device Type 2021 – 2026 Table 107: Global AI Embedded Industrial IoT Device Deployment by Device Type 2021 – 2026 Table 108: Global AI Embedded Industrial IoT Device Deployment by Device Type 2021 – 2026 Table 109: Global AI Embedded IoT Device Deployment by AI Technology Type 2021 – 2026 Table 110: Global AI Embedded IoT Device Deployment by End-User Industry 2021 – 2026 Table 111: AI Embedded IoT Device Deployment by Region 2021 – 2026 Table 112: North America AI Embedded IoT Device Deployment by Country 2021 – 2026 Table 113: Europe AI Embedded IoT Device Deployment by Country 2021 – 2026 Table 114: APAC AI Embedded IoT Device Deployment by Country 2021 – 2026 Table 115: MEA AI Embedded IoT Device Deployment by Country 2021 – 2026 Table 116: Latin America AI Embedded IoT Device Deployment by Country 2021 – 2026 Table 117: Global AI Embedded IoT Things Deployment by IoT Sector 2021 – 2026 Table 118: Global AI Embedded IoT Things by Application Type 2021 – 2026 Table 119: Global AI Embedded IoT Things Deployment by AI Technology Type 2021 – 2026 Table 120: Global AI Embedded IoT Things Deployment by End-User Industry 2021 – 2026 Table 121: AI Embedded IoT Things Deployment by Region 2021 – 2026 Table 122: North America AI Embedded IoT Things Deployment by Country 2021 – 2026 Table 123: Europe AI Embedded IoT Things Deployment by Country 2021 – 2026 Table 124: APAC AI Embedded IoT Things Deployment by Country 2021 – 2026 Table 125: MEA AI Embedded IoT Things Deployment by Country 2021 – 2026 Table 126: Latin America AI Embedded IoT Things Deployment by Country 2021 – 2026 Table 127: Global AI Embedded IoT Semiconductor Unit Shipment by Segment 2021 – 2026 Table 128: Global AI Embedded IoT Semiconductor Unit Shipment by Node Component Type 2021 – 2026 Table 129: Global AI Embedded IoT Semiconductor Unit Shipment by Networking Equipment Type 2021 – 2026 Table 130: Global AI Embedded IoT Semiconductor Unit Shipment by Connectivity Equipment Type 2021 – 2026 Table 131: AI Embedded IoT Semiconductor Unit Shipment by Region 2021 – 2026 Table 132: AAPC AI Embedded IoT Semiconductor Unit Shipment by Country 2021 – 2026 Table 133: North America AI Embedded IoT Semiconductor Unit Shipment by Country 2021 – 2026 Table 134: Europe AI Embedded IoT Semiconductor Unit Shipment by Country 2021 – 2026 Table 135: MEA AI Embedded IoT Semiconductor Unit Shipment by Country 2021 – 2026 Table 136: Latin America AI Embedded IoT Semiconductor Unit Shipment by Country 2021 – 2026 Table 137: Global AI Embedded IoT Software Unit Deployment by Segment 2021 – 2026 Table 138: AI Embedded IoT Software Unit Deployment by Region 2021 – 2026 Table 139: AAPC AI Embedded IoT Software Unit Deployment by Country 2021 – 2026 Table 140: North America AI Embedded IoT Software Unit Deployment by Country 2021 – 2026 Table 141: Europe AI Embedded IoT Software Unit Deployment by Country 2021 – 2026 Table 142: MEA AI Embedded IoT Software Unit Deployment by Country 2021 – 2026 Table 143: Latin America AI Embedded IoT Software Unit Deployment by Country 2021 – 2026 Table 144: Intel NAMD System Artificial Intelligence in Big Data Analytics and IoT: Market for Data Capture, Information and Decision Support Services 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Research Objectives 2.2 Key Findings 2.3 Target Audience 2.4 Companies in the Report 3.0 Overview 3.1 Artificial Intelligence and Machine Learning 3.2 AI Types 3.3 AI & ML Language 3.4 Artificial Intelligence Technology 3.4.1 Machine Learning 3.4.2 Natural Language Generation and Processing 3.4.3 Image Processing 3.4.4 Voice Recognition 3.4.5 Artificial Neural Network 3.4.6 Deep Learning 3.4.7 Others 3.5 AI and ML Technology Goal 3.5.1 Reasoning 3.5.2 Knowledge Representation 3.5.3 Planning 3.5.4 Learning 3.5.5 Communication 3.5.6 Machine Perception 3.5.7 Motion Manipulation 3.5.8 Social Intelligence 3.5.9 Creativity 3.5.10 Artificial General Intelligence 3.5.11 Computer Vision 3.5.12 Robotics 3.6 AI Approaches 3.6.1 Cybernetics and Brain Simulation 3.6.2 Symbolic 3.6.3 Sub-Symbolic 3.6.4 Statistical 3.6.5 Integration 3.7 AI Tools 3.7.1 Search and Optimization 3.7.2 Logic 3.7.3 Probability 3.7.4 Classifier and Statistics 3.7.5 Neural Network 3.7.6 Deep Feedforward Neural Network 3.7.7 Deep Recurrent Neural Network 3.7.8 Control Theory 3.7.9 Language 3.8 AI Outcomes 3.8.1 Testing Tools 3.8.2 Virtual Assistant 3.8.3 AI Optimized IoT Hardware 3.8.4 Decision Management System 3.8.5 Biometrics Solutions 3.8.6 Robotic Process Automation 3.9 Neural Network and Artificial Intelligence 3.10 Deep Learning and Artificial Intelligence 3.11 Predictive Analytics and Artificial Intelligence 3.12 Internet of Things and Big Data Analytics 3.13 IoT and Artificial Intelligence 3.14 Consumer IoT, Big Data Analytics, and Artificial Intelligence 3.15 Industrial IoT, Big Data Analytics, and Machine Learning 3.16 Artificial intelligence and cognitive computing 3.17 Transhumanism or H+ and Artificial Intelligence 3.18 Rise of Analysis of Things (AoT) 3.19 Supervised vs. Unsupervised Learning 3.20 AI as New form of UI 4.0 AI Technology in Big Data and IoT 4.1 Machine Learning Everywhere 4.1.1 Machine Learning as Open Source Technology 4.1.2 Machine Learning and Intelligent Discovery in IoT 4.1.3 Supervised and Unsupervised Machine Learning 4.1.4 Machine Learning as Big Data Analysis Technique 4.1.5 Machine Learning AI Robots 4.1.6 Machine Learning and Data Democratization 4.2 Machine Learning APIs and Big Data Development 4.2.1 Phases of Machine Learning APIs 4.2.2 Machine Learning API Challenges 4.2.3 Top Machine Learning APIs 4.2.3.1 IBM Watson API 4.2.3.2 Microsoft Azure Machine Learning API 4.2.3.3 Google Prediction API 4.2.3.4 Amazon Machine Learning API 4.2.3.5 BigML 4.2.3.6 AT&T Speech API 4.2.3.7 Wit.ai 4.2.3.8 AlchemyAPI 4.2.3.9 Diffbot 4.2.3.10 PredictionIO 4.2.4 Machine Learning API in the General Application Environment 4.3 Enterprise Benefits of Machine Learning 4.4 Machine Learning in IoT Data 4.5 Ultra Scale Analytics and Artificial Intelligence 4.6 Rise of Algorithmic Business 4.7 Cloud Hosted Machine Intelligence 4.8 Contradiction of Machine Learning 4.9 Value Chain Analysis 4.9.1 AI & Machine Learning Companies 4.9.2 IoT Companies 4.9.3 Big Data Analytics Providers 4.9.4 Connectivity Solution and Infrastructure Providers 4.9.5 Hardware and Equipment Manufacturers 4.9.6 Developers and Data Scientists 4.9.7 End Users 5.0 AI Technology Application and Use Case 5.1 Intelligence Performance Monitoring 5.2 Infrastructure Monitoring 5.3 Generating Accurate Models 5.4 Recommendation Engine 5.5 Blockchain and Crypto Technologies 5.6 Enterprise Application 5.7 Contextual Awareness 5.8 Customer Feedback 5.9 Self-Driving Car 5.10 Fraud Detection System 5.11 Personalized Medicine and Healthcare Service 5.12 Predictive Data Modelling 5.13 Smart Machines 5.14 Cybersecurity Solutions 5.15 Autonomous Agents 5.16 Intelligent Assistant 5.17 Intelligent Decision Support System 5.18 Risk Management 5.19 Data Mining and Management 5.20 Intelligent Robotics 5.21 Financial Technology 5.22 Machine Intelligence 6.0 AI Technology Impact on Vertical Market 6.1 Enterprise Productivity Gain 6.2 Digital Twinning and Physical Asset Security 6.3 IT Process Efficiency Increase 6.4 AI to Replace Human Form Work 6.5 Enterprise AI Adoption Trend 6.6 Inclusion of AI as an IT Requirement 7.0 AI Predictive Analytics in Vertical Industry 7.1 E-Commerce Services 7.2 Banking and Finance Services 7.3 Manufacturing Services 7.4 Real Estate Services 7.5 Government and Public Services 8.0 Company Analysis 8.1 Google Inc. 8.2 Twitter Inc. 8.3 Microsoft Corporation 8.4 IBM Corporation 8.5 Apple Inc. 8.6 Facebook Inc. 8.7 Amazon.com Inc. 8.8 Skype 8.9 Salesforce.com 8.10 Intel Corporation 8.11 Yahoo Inc. 8.12 AOL Inc. 8.13 Nvidia Corporation 8.14 x.ai 8.15 Tesla Inc. 8.16 Baidu Inc. 8.17 H2O.ai 8.18 SparkCognition Inc. 8.19 OpenAI 8.20 Inbenta 8.21 CISCO Systems Inc. 8.22 Infineon Technologies AG 8.23 McAfee 8.24 Happiest Minds Technologies 8.25 Tachyus 8.26 Sentrian 8.27 MAANA 8.28 Veros Systems Inc. 8.29 NEURA 8.30 Augury Systems Ltd. 8.31 glassbeam 8.32 Comfy 8.33 mnubo 8.34 C-B4 8.35 PointGrab Ltd. 8.36 Tellmeplus 8.37 moov 8.38 Sentenai Inc. 8.39 imagimob 8.40 FocusMotion 8.41 MoBagel 9.0 AI in Big Data and IoT Market Analysis and Forecasts 2021 – 2026 9.1 AI in Big Data and IoT Market 2021 – 2026 9.2 AI in Big Data and IoT Market by Solution Components 2021 – 2026 9.2.1 Embedded AI Solutions 9.2.1.1 IoT Device 9.2.1.1.1 Wearable Devices 9.2.1.1.2 Medical and Healthcare Devices 9.2.1.1.3 Industrial Machines 9.2.1.1.4 Networking Device 9.2.1.1.5 Smart Grid Device 9.2.1.1.6 Robots and Drone 9.2.1.1.6.1 Service Robots 9.2.1.1.7 Smart Appliances 9.2.1.1.8 Security Devices 9.2.1.1.9 Entertainment Devices 9.2.1.1.10 In-Vehicle Device 9.2.1.1.11 Military Device 9.2.1.1.12 Energy Management Device 9.2.1.1.13 Agriculture Specific Device 9.2.1.2 IoT Things/Objects 9.2.1.3 Software 9.2.1.3.1 Digital Personal Assistants 9.2.1.4 IoT Platform 9.2.2 Storage and Analytics 9.2.2.1 Storage and Analytics Tools 9.2.3 Services 9.2.3.1 Professional Services 9.3 AI in Big Data and IoT Market by Management Functions 9.4 AI in Big Data and IoT Market by Technology 9.4.1 Machine Learning 9.5 AI in Big Data and IoT Market by Industry Vertical 9.5.1 Medical and Healthcare 9.5.2 Manufacturing 9.5.3 Consumer Electronics 9.5.4 Automotive and Transportation 9.5.5 Retail and Apparel 9.5.6 Marketing and Advertising 9.5.7 FinTech 9.5.8 Building and Construction 9.5.9 Agriculture 9.5.10 Security and Surveillance 9.5.11 Government, Military, and Aerospace 9.5.12 Human Resource 9.5.13 Legal and Law 9.5.14 Telecommunication and IT 9.5.15 Oil, Gas, and Mining 9.5.16 Logistics 9.5.17 Education and Learning 9.6 AI in Big Data and IoT Market by Solution 9.7 AI in Big Data and IoT Market by Application 9.8 AI in Big Data and IoT Market by Deployment 9.8.1 Cloud Deployment 9.9 AI in Big Data and IoT Market by AI System 9.10 AI in Big Data and IoT Market by AI Type 9.11 AI in Big Data and IoT Market by Connectivity 9.11.1 Non-Telecom Connectivity 9.11.2 Telecom Connectivity 9.11.3 Connectivity Standards 9.11.4 Enterprise 9.12 AI in Big Data and IoT Market by Edge Network 9.13 AI in Big Data and IoT Market in Smart City 9.14 AI in Big Data and IoT Market by Intent-Based Networking 9.15 AI in Big Data and IoT Market by Virtualization 9.16 AI in Big Data and IoT Market by 5G 9.17 AI in Big Data and IoT Market by Blockchain Networks 9.18 AI in Big Data and IoT Market by Region 9.18.1 North America 9.18.2 Asia Pacific 9.18.2.1 China 9.18.2.2 South Korea 9.18.2.3 Taiwan 9.18.2.4 Rest of Asia 9.18.3 Europe 9.18.4 Middle East and Africa 9.18.5 Latin America 10.0 Conclusions and Recommendations 10.1 AI Predictions 10.2 Data Analytics Providers 10.3 AI and Machine Learning Companies 10.4 IoT Companies and Equipment Manufacturers 10.5 Service Providers 10.6 Enterprises 11.0 Appendix 11.1 AI Embedded IoT Unit Deployment Forecast 11.1.1 IoT Unit Deployment by Solution 11.1.1.1 IoT Device 11.1.1.2 IoT Things and Objects 11.1.1.3 IoT Semiconductor 11.1.1.4 Software 11.1.2 IoT Unit Deployment by Region 11.1.2.1 North America 11.1.2.2 Asia Pacific 11.1.2.3 Europe 11.1.2.4 Middle East and Africa 11.1.2.5 Latin America 11.2 AI Embedded IoT Market Forecast 11.2.1 IoT Market by Segments 11.2.1.1 IoT Device 11.2.1.2 IoT Things and Objects 11.2.1.3 IoT Semiconductor 11.2.1.4 Software 11.2.2 IoT Market by Region 11.2.2.1 North America 11.2.2.2 Asia Pacific 11.2.2.3 Europe 11.2.2.4 Middle East and Africa 11.2.2.5 Latin America Figures Figure 1: Artificial Intelligence Technology Figure 2: Sentiment Analysis with Deep Machine Learning Figure 3: Artificial Intelligence and Predictive Layer Systems Figure 4: Industrial IoT Landscape and Machine Learning as a Service Figure 5: Machine Learning Use Case Scenarios Figure 6: AI and ML Landscape and Impact Figure 7: AI Solution Enterprise Productivity Gains 2021 – 2026 Figure 8: Global Digit Twin Solution Enabled Connected Things 2021 – 2026 Figure 9: AI Robo-Boss Supervision of Worker 2021 – 2026 Figure 10: Global AI in Big Data and IoT Market 2021 – 2026 Figure 11: Global AI in Big Data and IoT Market by Edge Network 2021 – 2026 Figure 12: Global AI in Big Data and IoT Market by Smart City 2021 – 2026 Figure 13: Global AI in Big Data and IoT Market by Intent-Based Networking 2021 – 2026 Figure 14: Global AI in Big Data and IoT Market by Virtualization 2021 – 2026 Figure 15: Global AI in Big Data and IoT Market by 5G 2021 – 2026 Figure 16: Global AI in Big Data and IoT Market by Blockchain Network 2021 – 2026 Tables Table 1: AI Software Driven Economic Transition 2021 – 2026 Table 2: AI Empowered Building Security System 2021 – 2026 Table 3: AI Empowered Business Analytics Software 2021 – 2026 Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2021 – 2026 Table 5: AI Smart Machine Created Business Content 2021 – 2026 Table 6: Global AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 7: Global AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 8: Global AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 9: Global AI in Big Data and IoT Market by Wearable Device 2021 – 2026 Table 10: Global AI in Big Data and IoT Market by Medical and Healthcare Device 2021 – 2026 Table 11: Global AI in Big Data and IoT Market by Industrial Machines 2021 – 2026 Table 12: Global AI in Big Data and IoT Market by Networking Device 2021 – 2026 Table 13: Global AI in Big Data and IoT Market by Smart Grid Device 2021 – 2026 Table 14: Global AI in Big Data and IoT Market by Robots and Drone 2021 – 2026 Table 15: Global AI in Big Data and IoT Market by Service Robots 2021 – 2026 Table 16: Global AI in Big Data and IoT Market by Smart Appliances 2021 – 2026 Table 17: Global AI in Big Data and IoT Market by Security Device 2021 – 2026 Table 18: Global AI in Big Data and IoT Market by Entertainment Device 2021 – 2026 Table 19: Global AI in Big Data and IoT Market by In-Vehicle Device 2021 – 2026 Table 20: Global AI in Big Data and IoT Market by Military Device 2021 – 2026 Table 21: Global AI in Big Data and IoT Market by Energy Management Device 2021 – 2026 Table 22: Global AI in Big Data and IoT Market by Agriculture Specific Device 2021 – 2026 Table 23: Global AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 24: Global AI in Big Data and IoT Market by Software 2021 – 2026 Table 25: Global AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 26: Global AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 27: Global AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 28: Global AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 29: Global AI in Big Data and IoT Market by Services 2021 – 2026 Table 30: Global AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 31: Global AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 32: Global AI in Big Data and IoT Market by Technology 2021 – 2026 Table 33: Global AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 34: Global AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 35: Global AI in Big Data and IoT Market by Medical and Healthcare Application 2021 – 2026 Table 36: Global AI in Big Data and IoT Market by Manufacturing Application 2021 – 2026 Table 37: Global AI in Big Data and IoT Market by Consumer Electronics Application 2021 – 2026 Table 38: Global AI in Big Data and IoT Market by Automotive and Transportation Application 2021 – 2026 Table 39: Global AI in Big Data and IoT Market by Retail and Apparel Application 2021 – 2026 Table 40: Global AI in Big Data and IoT Market by Marketing and Advertising Application 2021 – 2026 Table 41: Global AI in Big Data and IoT Market by FinTech Application 2021 – 2026 Table 42: Global AI in Big Data and IoT Market by Building and Construction Application 2021 – 2026 Table 43: Global AI in Big Data and IoT Market by Agriculture Application 2021 – 2026 Table 44: Global AI in Big Data and IoT Market by Security and Surveillance Application 2021 – 2026 Table 45: Global AI in Big Data and IoT Market by Government, Military, and Aerospace Application 2021 – 2026 Table 46: Global AI in Big Data and IoT Market by Human Resource Application 2021 – 2026 Table 47: Global AI in Big Data and IoT Market by Legal and Law Application 2021 – 2026 Table 48: Global AI in Big Data and IoT Market by Telecommunication and IT Application 2021 – 2026 Table 49: Global AI in Big Data and IoT Market by Oil, Gas, and Mining Application 2021 – 2026 Table 50: Global AI in Big Data and IoT Market by Logistics Application 2021 – 2026 Table 51: Global AI in Big Data and IoT Market by Education and Learning Application 2021 – 2026 Table 52: Global AI in Big Data and IoT Market by Solution 2021 – 2026 Table 53: Global AI in Big Data and IoT Market by Application 2021 – 2026 Table 54: Global AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 55: Global AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 56: Global AI in Big Data and IoT Market by AI System 2021 – 2026 Table 57: Global AI in Big Data and IoT Market by AI System 2021 – 2026 Table 58: Global AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 59: Global AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 60: Global AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 61: Global AI in Big Data and IoT Market by Connectivity Standard 2021 – 2026 Table 62: Global AI in Big Data and IoT Market by Enterprise 2021 – 2026 Table 63: Global AI in Big Data and IoT Market by Region 2021 – 2026 Table 64: North America AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 65: North America AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 66: North America AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 67: North America AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 68: North America AI in Big Data and IoT Market by Software 2021 – 2026 Table 69: North America AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 70: North America AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 71: North America AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 72: North America AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 73: North America AI in Big Data and IoT Market by Services 2021 – 2026 Table 74: North America AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 75: North America AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 76: North America AI in Big Data and IoT Market by Technology 2021 – 2026 Table 77: North America AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 78: North America AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 79: North America AI in Big Data and IoT Market by Solution 2021 – 2026 Table 80: North America AI in Big Data and IoT Market by Application 2021 – 2026 Table 81: North America AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 82: North America AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 83: North America AI in Big Data and IoT Market by AI System 2021 – 2026 Table 84: North America AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 85: North America AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 86: North America AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 87: North America AI in Big Data and IoT Market by Leading Country 2021 – 2026 Table 88: APAC AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 89: APAC AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 90: APAC AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 91: APAC AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 92: APAC AI in Big Data and IoT Market by Software 2021 – 2026 Table 93: APAC AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 94: APAC AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 95: APAC AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 96: APAC AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 97: APAC AI in Big Data and IoT Market by Services 2021 – 2026 Table 98: APAC AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 99: APAC AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 100: APAC AI in Big Data and IoT Market by Technology 2021 – 2026 Table 101: APAC AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 102: APAC AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 103: APAC AI in Big Data and IoT Market by Solution 2021 – 2026 Table 104: APAC AI in Big Data and IoT Market by Application 2021 – 2026 Table 105: APAC AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 106: APAC AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 107: APAC AI in Big Data and IoT Market by AI System 2021 – 2026 Table 108: APAC AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 109: APAC AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 110: APAC AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 111: APAC AI in Big Data and IoT Market by Leading Country 2021 – 2026 Table 112: China AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 113: China AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 114: China AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 115: China AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 116: China AI in Big Data and IoT Market by Software 2021 – 2026 Table 117: China AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 118: China AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 119: China AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 120: China AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 121: China AI in Big Data and IoT Market by Services 2021 – 2026 Table 122: China AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 123: China AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 124: China AI in Big Data and IoT Market by Technology 2021 – 2026 Table 125: China AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 126: China AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 127: China AI in Big Data and IoT Market by Solution 2021 – 2026 Table 128: China AI in Big Data and IoT Market by Application 2021 – 2026 Table 129: China AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 130: China AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 131: China AI in Big Data and IoT Market by AI System 2021 – 2026 Table 132: China AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 133: China AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 134: China AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 135: South Korea AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 136: South Korea AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 137: South Korea AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 138: South Korea AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 139: South Korea AI in Big Data and IoT Market by Software 2021 – 2026 Table 140: South Korea AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 141: South Korea AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 142: South Korea AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 143: South Korea AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 144: South Korea AI in Big Data and IoT Market by Services 2021 – 2026 Table 145: South Korea AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 146: South Korea AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 147: South Korea AI in Big Data and IoT Market by Technology 2021 – 2026 Table 148: South Korea AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 149: South Korea AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 150: South Korea AI in Big Data and IoT Market by Solution 2021 – 2026 Table 151: South Korea AI in Big Data and IoT Market by Application 2021 – 2026 Table 152: South Korea AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 153: South Korea AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 154: South Korea AI in Big Data and IoT Market by AI System 2021 – 2026 Table 155: South Korea AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 156: South Korea AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 157: South Korea AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 158: Taiwan AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 159: Taiwan AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 160: Taiwan AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 161: Taiwan AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 162: Taiwan AI in Big Data and IoT Market by Software 2021 – 2026 Table 163: Taiwan AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 164: Taiwan AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 165: Taiwan AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 166: Taiwan AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 167: Taiwan AI in Big Data and IoT Market by Services 2021 – 2026 Table 168: Taiwan AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 169: Taiwan AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 170: Taiwan AI in Big Data and IoT Market by Technology 2021 – 2026 Table 171: Taiwan AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 172: Taiwan AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 173: Taiwan AI in Big Data and IoT Market by Solution 2021 – 2026 Table 174: Taiwan AI in Big Data and IoT Market by Application 2021 – 2026 Table 175: Taiwan AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 176: Taiwan AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 177: Taiwan AI in Big Data and IoT Market by AI System 2021 – 2026 Table 178: Taiwan AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 179: Taiwan AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 180: Taiwan AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 181: Rest of Asia AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 182: Rest of Asia AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 183: Rest of Asia AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 184: Rest of Asia AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 185: Rest of Asia AI in Big Data and IoT Market by Software 2021 – 2026 Table 186: Rest of Asia AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 187: Rest of Asia AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 188: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 189: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 190: Rest of Asia AI in Big Data and IoT Market by Services 2021 – 2026 Table 191: Rest of Asia AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 192: Rest of Asia AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 193: Rest of Asia AI in Big Data and IoT Market by Technology 2021 – 2026 Table 194: Rest of Asia AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 195: Rest of Asia AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 196: Rest of Asia AI in Big Data and IoT Market by Solution 2021 – 2026 Table 197: Rest of Asia AI in Big Data and IoT Market by Application 2021 – 2026 Table 198: Rest of Asia AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 199: Rest of Asia AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 200: Rest of Asia AI in Big Data and IoT Market by AI System 2021 – 2026 Table 201: Rest of Asia AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 202: Rest of Asia AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 203: Rest of Asia AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 204: Europe AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 205: Europe AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 206: Europe AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 207: Europe AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 208: Europe AI in Big Data and IoT Market by Software 2021 – 2026 Table 209: Europe AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 210: Europe AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 211: Europe AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 212: Europe AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 213: Europe AI in Big Data and IoT Market by Services 2021 – 2026 Table 214: Europe AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 215: Europe AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 216: Europe AI in Big Data and IoT Market by Technology 2021 – 2026 Table 217: Europe AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 218: Europe AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 219: Europe AI in Big Data and IoT Market by Solution 2021 – 2026 Table 220: Europe AI in Big Data and IoT Market by Application 2021 – 2026 Table 221: Europe AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 222: Europe AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 223: Europe AI in Big Data and IoT Market by AI System 2021 – 2026 Table 224: Europe AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 225: Europe AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 226: Europe AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 227: Europe AI in Big Data and IoT Market by Leading Country 2021 – 2026 Table 228: MEA AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 229: MEA AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 230: MEA AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 231: MEA AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 232: MEA AI in Big Data and IoT Market by Software 2021 – 2026 Table 233: MEA AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 234: MEA AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 235: MEA AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 236: MEA AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 237: MEA AI in Big Data and IoT Market by Services 2021 – 2026 Table 238: MEA AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 239: MEA AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 240: MEA AI in Big Data and IoT Market by Technology 2021 – 2026 Table 241: MEA AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 242: MEA AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 243: MEA AI in Big Data and IoT Market by Solution 2021 – 2026 Table 244: MEA AI in Big Data and IoT Market by Application 2021 – 2026 Table 245: MEA AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 246: MEA AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 247: MEA AI in Big Data and IoT Market by AI System 2021 – 2026 Table 248: MEA AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 249: MEA AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 250: MEA AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 251: MEA AI in Big Data and IoT Market by Leading Country 2021 – 2026 Table 252: Latin America AI in Big Data and IoT Market by Solution Components 2021 – 2026 Table 253: Latin America AI in Big Data and IoT Market by Embedded Solutions 2021 – 2026 Table 254: Latin America AI in Big Data and IoT Market by IoT Device 2021 – 2026 Table 255: Latin America AI in Big Data and IoT Market by IoT Things and Objects 2021 – 2026 Table 256: Latin America AI in Big Data and IoT Market by Software 2021 – 2026 Table 257: Latin America AI in Big Data and IoT Market by Digital Personal Assistants 2021 – 2026 Table 258: Latin America AI in Big Data and IoT Market by IoT Platforms 2021 – 2026 Table 259: Latin America AI in Big Data and IoT Market by Storage and Analytics 2021 – 2026 Table 260: Latin America AI in Big Data and IoT Market by Storage and Analytics Tools 2021 – 2026 Table 261: Latin America AI in Big Data and IoT Market by Services 2021 – 2026 Table 262: Latin America AI in Big Data and IoT Market by Professional Services 2021 – 2026 Table 263: Latin America AI in Big Data and IoT Market by Management Functions 2021 – 2026 Table 264: Latin America AI in Big Data and IoT Market by Technology 2021 – 2026 Table 265: Latin America AI in Big Data and IoT Market by Machine Learning 2021 – 2026 Table 266: Latin America AI in Big Data and IoT Market by Industry Vertical 2021 – 2026 Table 267: Latin America AI in Big Data and IoT Market by Solution 2021 – 2026 Table 268: Latin America AI in Big Data and IoT Market by Application 2021 – 2026 Table 269: Latin America AI in Big Data and IoT Market by Deployment 2021 – 2026 Table 270: Latin America AI in Big Data and IoT Market by Cloud Deployment 2021 – 2026 Table 271: Latin America AI in Big Data and IoT Market by AI System 2021 – 2026 Table 272: Latin America AI in Big Data and IoT Market by Connectivity 2021 – 2026 Table 273: Latin America AI in Big Data and IoT Market by Non-Telecom Connectivity 2021 – 2026 Table 274: Latin America AI in Big Data and IoT Market by Telecom Connectivity 2021 – 2026 Table 275: Latin America AI in Big Data and IoT Market by Leading Country 2021 – 2026 Table 276: Global AI Embedded IoT Unit Deployment by Solution 2021 – 2026 Table 277: Global AI Embedded IoT Unit Deployment by IoT Device 2021 – 2026 Table 278: Global AI Embedded IoT Unit Deployment by IoT Things and Objects 2021 – 2026 Table 279: Global AI Embedded IoT Unit Deployment by IoT Semiconductor 2021 – 2026 Table 280: AI Embedded IoT Unit Deployment by Software 2021 – 2026 Table 281: AI Embedded IoT Unit Deployment by Region 2021 – 2026 Table 282: North America AI Embedded IoT Unit Deployment by Leading Country 2021 – 2026 Table 283: APAC AI Embedded IoT Unit Deployment by Leading Country 2021 – 2026 Table 284: Europe AI Embedded IoT Unit Deployment by Leading Country 2021 – 2026 Table 285: MEA AI Embedded IoT Unit Deployment by Leading Country 2021 – 2026 Table 286: Latin America AI Embedded IoT Unit Deployment by Leading Country 2021 – 2026 Table 287: Global AI Embedded IoT Market by Segments 2021 – 2026 Table 288: Global AI Embedded IoT Market by IoT Device 2021 – 2026 Table 289: Global AI Embedded IoT Market by IoT Things and Objects 2021 – 2026 Table 290: Global AI Embedded IoT Market by IoT Semiconductor 2021 – 2026 Table 291: AI Embedded IoT Market by IoT Software 2021 – 2026 Table 292: AI Embedded IoT Market by Region 2021 – 2026 Table 293: North America AI Embedded IoT Market by Leading Country 2021 – 2026 Table 294: APAC AI Embedded IoT Market by Leading Country 2021 – 2026 Table 295: Europe AI Embedded IoT Market by Leading Country 2021 – 2026 Table 296: MEA AI Embedded IoT Market by Leading Country 2021 – 2026 Table 297: Latin America AI Embedded IoT Market by Leading Country 2021 – 2026 AI in Information and Communications Technology 2021 – 2026: AI and Cognitive Computing in Communications, Applications, Content, and Commerce 1 Executive Summary 2 Introduction 2.1 Artificial Intelligence Overview 2.1.1 Intelligent Software Agent 2.1.2 Problem Solving 2.2.4 Practical Approaches to AI 2.2 Machine Learning 2.2.1 Supervised Learning 2.2.2 Unsupervised Learning 2.2.3 Semi-Supervised Learning 2.2.4 Reinforcement Learning 2.3 Deep Learning 2.3.1 Artificial Neural Networks 2.3.2 Artificial Neural Network Deployment 2.4 Cognitive Computing 2.5 AI Algorithms in Applications 2.5.1 Natural Language Processing 2.5.2 Machine Perception 2.5.3 Data Mining 2.5.4 Motion and Manipulation 2.6 Limitations and Challenges for AI Expansion 2.7 AI in Information and Communications Technology Industry 2.7.1 AI Market Drivers in ICT 2.7.2 Key AI Opportunities in ICT 2.7.2.1 Artificial Intelligence and Big Data 2.7.2.2 Artificial Intelligence in Chatbots and Virtual Private Assistants 2.7.2.3 Artificial Intelligence in Chipsets and Microelectronics 2.7.2.4 Artificial Intelligence and Cybersecurity 2.7.2.5 Artificial Intelligence and Internet of Things 2.7.2.6 Artificial Intelligence in Network Management and Optimization 2.7.2.7 Artificial Intelligence in Smart Machines and Robotics 3 AI Intellectual Property Leadership by Country and Company 3.1 Global AI Patents 3.2 AI Patents by Leading Countries 3.3 Global Machine Learning Patents 3.4 Machine Learning Patents by Leading Countries 3.5 Machine Learning Patents by Leading Companies 3.6 Global Deep Learning Patents 3.7 Deep Learning Patents by Leading Countries 3.8 Global Cognitive Computing Patents 3.9 Cognitive Computing Patents by Leading Countries 3.10 AI and Cognitive Computing Innovation Leadership 4 AI in ICT Market Analysis and Forecasts 2021-2026 4.1 Global Markets for AI 2021-2026 4.2 Global Market for AI by Segment 2021-2026 4.3 Regional Markets for AI 2021-2026 4.4 AI Market by Key Application Area 2021-2026 4.4.1 AI Markets for Predictive Analysis and Forecasting 2021-2026 4.4.2 AI Market for Marketing and Business Decision Making 2021-2026 4.4.3 AI Market for Fraud Detection and Classification 2021-2026 4.4.4 AI Market for Workplace Automation 2021-2026 5 AI in Select Industry Verticals 5.1 Market for AI by Key Industry Verticals 2021-2026 5.1.1 AI Market for Internet-related Services and Products 2021-2026 5.1.2 AI Market for Telecommunications 2021-2026 5.1.3 AI Market for Medical and Bioinformatics 2021-2026 5.1.4 AI Market for Financial Services 2021-2026 5.1.5 AI Market for Manufacturing and Heavy Industries 2021-2026 5.2 AI in other Industry Verticals 6 AI in Major Market Segments 6.1 AI Market by Product Segment 2021-2026 6.2 Market for Embedded AI within other Technologies 2021-2026 6.2.1 AI Algorithms in Data Mining 2021-2026 6.2.2 AI in Machine Perception Technology 2021-2026 6.2.3 Market for AI Algorithms in Pattern Recognition Technology 2021-2026 6.2.4 Market for AI Algorithm in Intelligent Decision Support Systems Technology 2021-2026 6.2.5 Market for AI Algorithms in Natural Language Processing Technology 2021-2026 7 Important Corporate AI M&A 7.1 Apple Inc. 7.2 Facebook 7.3 Google 7.4 IBM 7.5 Microsoft 8 AI in ICT Use Cases 8.1 Verizon Uses AI and Machine Learning To Improve Performance 8.2 Deutche Telecom Uses AI 8.3 H2O.ai Use-cases in Telecommunications powered by AI 8.4 KDDI R&D Laboratories Inc., AI-assisted Automated Network Operation System 8.5 Telefonica AI Use Cases 8.6 Brighterion AI, Worldpay Use cases 9 AI in ICT Vendor Analysis 9.1 IBM Corporation 9.1.1 Company Overview 9.1.2 Recent Developments 9.2 Intel Corporation 9.2.1 Company Overview 9.2.2 Recent Developments 9.3 Microsoft Corporation 9.3.1 Company Overview 9.3.2 Recent Developments 9.4 Google Inc. 9.4.1 Company Overview 9.4.2 Recent Developments 9.5 Baidu Inc. 9.5.1 Company Overview 9.5.2 Recent Developments 9.6 H2O.ai 9.6.1 Company Overview 9.6.2 Recent Developments 9.7 Hewlett Packard Enterprise 9.7.1 Company Overview 9.7.2 Recent Developments 9.8 Apple Inc. 9.8.1 Company Overview 9.8.2 Recent Developments 9.9 General Electric 9.9.1 Company Overview 9.9.2 Recent Developments 9.10 LG Electronics 9.10.1 Company Overview 9.10.2 Recent Developments 9.11 Digital Reasoning Systems Inc. 9.11.1 Company Overview 9.11.2 Recent Developments 9.12 SparkCognition Inc. 9.12.1 Company Overview 9.12.2 Recent Developments 9.13 Nuance Communications Inc. 9.13.1 Company Overview 9.13.2 Recent Developments 9.14 InteliWISE 9.14.1 Company Overview 9.14.2 Recent Developments 9.15 Facebook Inc. 9.15.1 Company Overview 9.15.2 Recent Developments 9.16 Salesforce 9.16.1 Company Overview 9.16.2 Recent Developments 9.17 Amazon Inc. 9.17.1 Company Overview 9.18 SK Telecom 9.18.1 Company Overview 9.18.2 Recent Developments 9.19 motion.ai 9.19.1 Company Overview 9.20 PointGrab Ltd. 9.20.1 Company Overview 9.20.2 Recent Developments 9.21 Tellmeplus 9.21.1 Company Overview 9.22 SAS Institute Inc. 9.22.1 Company Overview 9.22.2 Recent Developments 9.23 AIBrian Inc. 9.23.1 Company Overview 9.23.2 Recent Developments 9.24 Brighterion Inc. 9.24.1 Company Overview 9.24.2 Recent Developments 9.25 General Vision Inc. 9.25.1 Company Overview 9.25.2 Recent Developments 9.26 Sentient Technologies Holdings Limited 9.26.1 Company Overview 9.26.2 Recent Developments 9.27 CloudMinds 9.27.1 Company Overview 9.27.2 Recent Developments 9.28 Tend.ai 9.28.1 Company Overview 9.28.2 Recent Developments 9.29 TensorFlow 9.29.1 Company Overview 9.29.2 Recent Developments 9.30 Infosys Nia 9.30.1 Company Overview 9.30.2 Recent Developments 9.31 Wipro HOLMES 9.31.1 Company Overview 9.31.2 Recent Developments 9.32 Premonition 9.32.1 Company Overview 9.32.2 Recent Developments 9.33 Rainbird 9.33.1 Company Overview 9.33.2 Recent Developments 9.34 Ayasdi 9.34.1 Company Overview 9.34.2 Recent Developments 9.35 MindMeld 9.35.1 Company Overview 9.35.2 Recent Developments 9.36 Vital AI 9.36.1 Company Overview 9.36.2 Recent Developments 9.37 KAI 9.37.1 Company Overview 9.37.2 Recent Developments 9.38 Receptiviti 9.38.1 Company Overview 9.38.2 Recent Developments 9.39 Meya 9.39.1 Company Overview 9.39.2 Recent Developments 9.40 DigitalGenius 9.40.1 Company Overview 9.40.2 Recent Developments 9.41 GoodAI 9.41.1 Company Overview 9.41.2 Recent Developments 9.42 Vicarious 9.42.1 Company Overview 9.43 Agent.ai 9.43.1 Company Overview 9.44 X.ai 9.44.1 Company Overview 9.44.2 Recent Developments 9.45 Zebra Medical Vision Inc. 9.45.1 Company Overview 9.45.2 Recent Developments 9.46 Fair Isaac Corporation 9.46.1 Company Overview 9.46.2 Recent Developments 9.47 Bigml Inc. 9.47.1 Company Overview 9.47.2 Recent Developments 9.48 AT&T Speech API 9.48.1 Company Overview 9.48.2 Recent Developments 9.49 Wit.ai 9.49.1 Company Overview 9.49.2 Recent Developments 9.50 Diffbot 9.50.1 Company Overview 9.50.2 Recent Developments 10 Summary and Recommendations 11 Appendix: Key AI in ICT Patents Figures Figure 1: Overall Artificial Intelligence Functionality Figure 2: Machine Learning vs. Deep Learning Figure 3: Artificial Intelligence support of IoT Security Figure 4: Personal AI Watcher Function Figure 5: Personal AI Watcher Function Integration with Connected Vehicles Figure 6: AI-Driven Networking Figure 7: AI Patents Figure 8: AI Patents by Country Figure 9: Machine Learning Patents Figure 10: Machine Learning Patents by Country Figure 11: Machine Learning Patents by Owner Figure 12: Deep Learning Patents Figure 13: Deep Learning Patents by Country Figure 14: Cognitive Computing Patents Figure 15: Cognitive Computing Patents by Country Figure 16: Artificial Intelligence Market 2021-2026 Figure 17: Artificial Intelligence by Sub-category 2021-2026 Figure 18: Artificial Intelligence in Regional Markets 2021-2026 Figure 19: Artificial Intelligence Market by Application 2021-2026 Figure 20: Artificial Intelligence Market for Predictive Analysis and Forecasting 2021-2026 Figure 21: AI Market for Marketing and Business Decision Making 2021-2026 Figure 22: AI Market for Fraud Detection and Classification 2021-2026 Figure 23: Artificial Intelligence Market for Workplace Automation 2021-2026 Figure 24: Artificial Intelligence Market by Industry Verticals 2021-2026 Figure 25: AI Market for Internet Services and Products 2021-2026 Figure 26: Artificial Intelligence Market for Telecommunications 2021-2026 Figure 27: Artificial Intelligence Market for Medical and Bioinformatics 2021-2026 Figure 28: Artificial Intelligence Market for Financial Services 2021-2026 Figure 29: AI Market for Manufacturing and Heavy Industries 2021-2026 Figure 30: AI Market by Product Segment 2021-2026 Figure 31: Markets for Artificial Intelligence by Segment 2021-2026 Figure 32: Market for AI Algorithms in Data Mining 2021-2026 Figure 33: Market for AI Algorithms in Machine Perception Technology 2021-2026 Figure 34: Market for AI Algorithms in Pattern Recognition Technology 2021-2026 Figure 35: Market for AI Algorithms in Intelligent Decision Support Systems Technology 2021-2026 Figure 36: Market for AI Algorithms in Natural Language Processing Technology 2021-2026 Tables Table 1: Artificial Intelligence Market 2021-2026 Table 2: Artificial Intelligence by Machine Learning and Cognitive Computing 2021-2026 Table 3: Regional Markets for Artificial Intelligence 2021-2026 Table 4: Artificial Intelligence Market by Application Area 2021-2026 Table 5: Artificial Intelligence Market for Predictive Analysis and Forecasting 2021-2026 Table 6: AI Markets for Marketing and Business Decision Making 2021-2026 Table 7: Artificial Intelligence Market for Fraud Detection and Classification 2021-2026 Table 8: Artificial Intelligence Market for Workplace Automation 2021-2026 Table 9: Artificial Intelligence Market by Industry Verticals 2021-2026 Table 10: Artificial Intelligence Market for the Internet Services and Products 2021-2026 Table 11: Market for AI in the Internet Services and Products by Application 2021-2026 Table 12: Regional Market for AI in Internet Services 2021-2026 Table 13: Artificial Intelligence Market for Telecommunications 2021-2026 Table 14: Market for AI in Telecommunications by Application 2021-2026 Table 15: Regional Market for AI in Telecommunications 2021-2026 Table 16: Artificial Intelligence Market for Medical and Bioinformatics 2021-2026 Table 17: Market for AI in Medical and Bioinformatics by Application 2021-2026 Table 18: Regional Markets for AI in Medical and Bioinformatics 2020-2027 Table 19: Artificial Intelligence Market for Financial Services 2021-2026 Table 20: Markets for AI in Financial Services by Application 2021-2026 Table 21: Regional Market for AI in Financial Services 2021-2026 Table 22: Artificial Intelligence Market for Manufacturing and Heavy Industries 2021-2026 Table 23: Market for AI in Manufacturing and Heavy Industries by Application 2021-2026 Table 24: Regional Market for AI in Manufacturing and Heavy Industries 2021-2026 Table 25: AI Market Product Segment 2021-2026 Table 26: Markets for AI Algorithms in Select Technologies 2021-2026 Table 27: Market for AI Algorithms in Data Mining Technology 2021-2026 Table 28: Market for AI Algorithms in Machine Perception Technology 2021-2026 Table 29: Market for AI Algorithms in Pattern Recognition Technology 2021-2026 Table 30: Market for AI Algorithms in Intelligent Decision Support Systems Technology 2021-2026 Table 31: Market for AI Algorithms in Natural Language Processing Technology 2021-2026 Table 32: Apple Artificial Intelligence Acquisitions Table 33: Facebook Artificial Intelligence Acquisitions Table 34: Google Artificial Intelligence Acquisitions Table 35: IBM Artificial Intelligence Acquisitions Table 36: Microsoft Artificial Intelligence Acquisitions Table 37: Intel NAMD System Table 38: Key AI Patents Artificial Intelligence in Next Generation Networking by Infrastructure, Network Type, IoT Solution, Segment (Consumer, Enterprise, Industrial, and Government), and Industry Vertical 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Unified Networks involving AI and IoT 2.2 AI Driven Networks 2.3 AI in Wireless Network Strategy 2.4 Intent Based Networks 2.5 Self-driven Networks 2.6 Augmented Intelligence 2.7 AI Technologies in Networking 2.8 Market Drivers and Challenges 3.0 Technology and Application Analysis 3.1 Networking Equipment, Platforms, and Services 3.2 Enterprise Networking 3.3 IoT Networking Technology 3.3.1 Short Range Wireless Technologies 3.3.2 Long Range Wireless Technologies 3.4 IoT Application 3.5 Network Optimization 3.6 Network Automation 3.7 Network Transformation 3.8 Edge Computing and AI 3.9 Software Driven Networking 3.10 Software Defined Infrastructure 3.11 AI-Defined Infrastructure 3.12 Network Function Virtualization 3.13 Telecom Infrastructure and Cloud RAN 3.14 New Radio Technology and 5G Network 3.15 AI Powered Network Analytics 3.16 Competitive Landscape 4.0 Company Analysis 4.1 Cisco Systems 4.2 Hewlett Packard Enterprise 4.3 IBM Corporation 4.4 Samsung Electronics Co Ltd. 4.5 Baidu Inc. 4.6 Nvidia Corporation 4.7 Google Inc. 4.8 Microsoft Corporation 4.9 Dell EMC 4.10 Nokia Corporation 4.11 ARM Limited 4.12 Xively 4.13 PTC Corporation 4.14 Huawei Technologies Co. Ltd. 4.15 ZTE Corporation 4.16 Intel Corporation 4.17 Ericsson AB 4.18 Fujitsu Ltd. 4.19 NEC Corporation 4.20 H2O.ai 4.21 Qualcomm Incorporated 4.22 Juniper Networks, Inc. 4.23 Accenture PLC 4.24 Brocade Communication Systems 4.25 VMware Inc. 4.26 Aricent Inc. 4.27 Arista Networks Inc. 4.28 Extreme Networks 4.29 NETSCOUT 4.30 ECI Telecom 4.31 Foxconn Electronics Inc. 4.32 NETGEAR 4.33 Riverbed Technology 5.0 Market Analysis and Forecast 2021 – 2026 5.1 Global AI Networking Solution Market 2021 – 2026 5.2 Global AI Networking Solution Market by Segment 5.2.1 Global AI Networking Solution Market by Hardware 5.2.1.1 Global AI Networking Solution Market by Hardware Equipment 5.2.1.2 Global AI Networking Solution Market by Hardware Component 5.2.2 Global AI Networking Solution Market by Software 5.2.2.1 Global AI Networking Solution Market by Network Management Software 5.2.2.1.1 Global AI Networking Solution Market by Network Automation Software 5.2.2.1.2 Global AI Networking Solution Market by Network Optimization Software 5.2.2.1.3 Global AI Networking Solution Market by Network Transformation Software 5.2.3 Global AI Networking Solution Market by Service 5.2.3.1 Global AI Networking Solution Market by Managed Service 5.2.3.2 Global AI Networking Solution Market by Professional Service 5.2.3.2.1 Global AI Networking Solution Market by Deployment, Integration, and Provisioning Service Type 5.2.3.2.2 Global AI Networking Solution Market by Wireless Infrastructure Management Service Type 5.2.3.2.2.1 Global AI Networking Solution Market by Telecom Infrastructure Management Service Type 5.2.3.2.2.2 Global AI Networking Solution Market by 5G Infrastructure Management Service Type 5.3 Global AI Networking Solution Market by AI Technology 5.4 Global AI Networking Solution Market by Deployment 5.5 Global AI Networking Solution Market by Industry 5.6 Global AI Networking Solution Market by Organization 5.7 Global AI Networking Solution Market by Network Type 5.8 Global AI Networking Solution Market by Network Platform 5.8.1 Global AI Networking Solution Market by IoT Network Technology Type 5.8.1.1 Global AI Networking Solution Market by Short and Medium Range Wireless IoT Network Technology 5.8.1.2 Global AI Networking Solution Market by Long Range Wireless IoT Network Technology 5.8.2 Global AI Networking Solution Market by IoT Application Type 5.9 Global AI Networking Solution Market by 5G Network Type 5.10 Global AI Networking Solution Market by Industry Vertical 5.11 Global AI Networking Solution Market by Region 5.11.1 North America AI Networking Solution Market by Country 5.11.2 Europe AI Networking Solution Market by Country 5.11.3 APAC AI Networking Solution Market by Country 5.11.4 MEA AI Networking Solution Market by Country 5.11.5 Latin America AI Networking Solution Market by Country 6.0 Conclusions and Recommendations 6.1 Artificial Intelligence Providers 6.2 Broadband Infrastructure Providers 6.3 Communication Service Providers 6.4 Computing Companies 6.5 Data Analytics Providers 6.6 Networking Equipment Providers 6.7 Networking Security Providers 6.8 Semiconductor Companies 6.9 IoT Suppliers and Service Providers 6.10 Software and Platform Providers Figures Figure 2: AI Networking Technology Figure 3: Cisco High Value Service Model Figure 4: IoT SDN Framework Figure 5: 5G AI NR Requirements Figure 6: AI Networking Competitive Landscape Figure 7: Cisco Enterprise NFV Architecture Figure 8: Dell NFV Solution Architecture Figure 9: Huawei vMVNO Framework Figure 10: Huawei Mushroom PaaS Platform Figure 11: Etisalat NFV Architecture Figure 12: NEC vMVNO Architecture Figure 13: NEC vEPC Architecture Figure 14: NEC vCPE Architecture Figure 15: NEC vHSS Architecture Figure 16: Juniper NFV Architecture Figure 17: VMware vCloud NFV Architecture Figure 18: Global AI Networking Solution Market 2021 – 2026 Figure 19: Global AI Networking Solution Market by 5G Network Type 2021 – 2026 Tables Table 1: IoT NFV Benefits Table 2: Intel NAMD System Table 3: Juniper Networks Product Table 4: Aricent SWOT Analysis Table 5: Global AI Networking Solution Market by Segment 2021 – 2026 Table 6: Global AI Networking Solution Market by Hardware 2021 – 2026 Table 7: Global AI Networking Solution Market by Hardware Equipment 2021 – 2026 Table 8: Global AI Networking Solution Market by Hardware Component 2021 – 2026 Table 9: Global AI Networking Solution Market by Software 2021 – 2026 Table 10: Global AI Networking Solution Market by Network Management Software 2021 – 2026 Table 11: Global AI Networking Solution Market by Network Automation Software 2021 – 2026 Table 12: Global AI Networking Solution Market by Network Optimization Software 2021 – 2026 Table 13: Global AI Networking Solution Market by Network Transformation Software 2021 – 2026 Table 14: Global AI Networking Solution Market by Service 2021 – 2026 Table 15: Global AI Networking Solution Market by Managed Service 2021 – 2026 Table 16: Global AI Networking Solution Market by Professional Service 2021 – 2026 Table 17: Global AI Networking Solution Market by Deployment, Integration, and Provisioning Service Type 2021 – 2026 Table 18: Global AI Networking Solution Market by Wireless Infrastructure Management Service Type 2021 – 2026 Table 19: Global AI Networking Solution Market by Telecom Infrastructure Management Service Type 2021 – 2026 Table 20: Global AI Networking Solution Market by 5G Infrastructure Management Service Type 2021 – 2026 Table 21: Global AI Networking Solution Market by AI Technology 2021 – 2026 Table 22: Global AI Networking Solution Market by Deployment 2021 – 2026 Table 23: Global AI Networking Solution Market by Industry 2021 – 2026 Table 24: Global AI Networking Solution Market by Organization 2021 – 2026 Table 25: Global AI Networking Solution Market by Network Type 2021 – 2026 Table 26: Global AI Networking Solution Market by Network Platform 2021 – 2026 Table 27: Global AI Networking Solution Market by IoT Network Technology Type 2021 – 2026 Table 28: Global AI Networking Solution Market by Short and Medium Range Wireless IoT Network Technology 2021 – 2026 Table 29: Global AI Networking Solution Market by Long Range Wireless IoT Network Technology 2021 – 2026 Table 30: Global AI Networking Solution Market by IoT Application Type 2021 – 2026 Table 31: Global AI Networking Solution Market by Industry Vertical 2021 – 2026 Table 32: Global AI Networking Solution Market by Region 2021 – 2026 Table 33: North America AI Networking Solution Market by Country 2021 – 2026 Table 34: Europe AI Networking Solution Market by Country 2021 – 2026 Table 35: APAC AI Networking Solution Market by Country 2021 – 2026 Table 36: MEA AI Networking Solution Market by Country 2021 – 2026 Table 37: Latin America AI Networking Solution Market by Country 2021 – 2026 Artificial Intelligence in Supply Chain Management Market by Technology, Processes, Solutions, Management Function (Automation, Planning and Logistics, Inventory, Risk), Deployment Model, Business Type and Industry Verticals 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Supply Chain Management 2.1.1 Challenges 2.1.2 Opportunities 2.2 AI in SCM 2.2.1 Key AI Technologies for SCM 2.2.2 AI and Technology Integration 3.0 AI in SCM Challenges and Opportunities 3.1 Market Dynamics 3.1.1 Companies with Complex Supply Chains 3.1.2 Logistics Management Companies 3.1.3 SCM Software Solution Companies 3.2 Technology and Solution Opportunities 3.2.1 Leverage Artificial Intelligence (AI) 3.2.1.1 Integrate AI with Existing Processes 3.2.1.2 Integrate AI with Existing Systems 3.2.2 Integrate AI with Internet of Things (IoT) 3.2.2.1 Leverage AIoT Platforms, Software, and Services 3.2.2.2 Leverage Data as a Service Providers 3.3 Implementation Challenges 3.3.1 Management Friction 3.3.2 Legacy Processes and Procedures 3.3.3 Outsource AI SCM Solution vs. Legacy Integration 4.0 Supply Chain Ecosystem Company Analysis 4.1 Vendor Market Share 4.2 Top Vendor Recent Developments 4.3 3M 4.4 Adidas 4.5 Amazon 4.6 Arvato SCM Solutions 4.7 BASF 4.8 Basware 4.9 BMW 4.10 C. H.Robinson 4.11 Cainiao Network (Alibaba) 4.12 Cisco Systems 4.13 ClearMetal 4.14 Coca-Cola Co. 4.15 Colgate-Palmolive 4.16 Coupa Software 4.17 Descartes Systems Group 4.18 Diageo 4.19 E2open 4.20 Epicor Software Corporation 4.21 FedEx 4.22 Fraight AI 4.23 H&M 4.24 HighJump 4.25 Home Depot 4.26 HP Inc. 4.27 IBM 4.28 Inditex 4.29 Infor Global Solutions 4.30 Intel 4.31 JDA 4.32 Johnson & Johnson 4.33 Kimberly-Clark 4.34 L’Oréal 4.35 LLamasoft Inc. 4.36 Logility 4.37 Manhattan Associates 4.38 Micron Technology 4.39 Microsoft 4.40 Nestlé 4.41 Nike 4.42 Novo Nordisk 4.43 NVidia 4.44 Oracle 4.45 PepsiCo 4.46 Presenso 4.47 Relex Solution 4.48 Sage 4.49 Samsung Electronics 4.50 SAP 4.51 Schneider Electric 4.52 SCM Solutions Corp. 4.53 Splice Machine 4.54 Starbucks 4.55 Teknowlogi 4.56 Unilever 4.57 Walmart 4.58 Xilinx 5.0 AI in SCM Market Case Studies 5.1 IBM Case Study with the Master Lock Company 5.2 BASF: Supporting smarter supply chain operations with cognitive cloud technology 5.3 Amazon Customer Retention Case Study 5.4 BMW Employs AI for Logistics Processes 5.5 Intelligent Revenue and Supply Chain Management 5.6 AI-Powered Customer Experience 5.7 Rolls Royce uses AI to safely transport its Cargo 5.8 Robots deliver medicine, groceries and packages with AI 5.9 Lineage Logistics Company Case Study 6.0 AI in SCM Market Analysis and Forecasts 2021 – 2026 6.1 AI in SCM Market 2021 – 2026 6.2 AI in SCM by Solution 2021 – 2026 6.2.1 Platforms 6.2.2 Software 6.2.3 AI as a Service 6.3 AI in SCM by Solution Components 2021 – 2026 6.3.1 Hardware 6.3.1.1 Non-IoT Device 6.3.1.2 IoT Embedded Device 6.3.1.2.1 Security Devices 6.3.1.2.2 Surveillance Robots and Drone 6.3.1.2.3 Networking Devices 6.3.1.2.4 Smart Appliances 6.3.1.2.5 Healthcare Device 6.3.1.2.6 Smart Grid Devices 6.3.1.2.7 In-Vehicle Devices 6.3.1.2.8 Energy Management Device 6.3.1.3 Components 6.3.1.3.1 Wearable and Embedded Components 6.3.1.3.1.1 Real-Time Location System (RTLS) 6.3.1.3.1.2 Barcode 6.3.1.3.1.3 Barcode Scanner 6.3.1.3.1.4 Barcode Stickers 6.3.1.3.1.5 RFID 6.3.1.3.1.6 RFID Tags 6.3.1.3.1.7 Sensor 6.3.1.3.2 Processors 6.3.2 Software 6.3.3 Services 6.3.3.1 Professional Services 6.4 AI in SCM by Management Function 2021 – 2026 6.4.1 Automation 6.4.2 Planning and Logistics 6.4.3 Inventory Management 6.4.4 Fleet Management 6.4.5 Virtual Assistance 6.4.6 Freight Brokerage 6.4.7 Risk Management and Dispute Resolution 6.5 AI in SCM by Technology 2021 – 2026 6.5.1 Cognitive Computing 6.5.2 Computer Vision 6.5.3 Context-aware Computing 6.5.4 Natural Language Processing 6.5.5 Predictive Analytics 6.5.6 Machine Learning 6.5.6.1 Reinforcement Learning 6.5.6.2 Supervised Learning 6.5.6.3 Unsupervised Learning 6.5.6.4 Deep Learning 6.6 AI in SCM by Industry Vertical 2021 – 2026 6.6.1 Aerospace and Government 6.6.2 Automotive and Transportation 6.6.3 Retail and Consumer Electronics 6.6.4 Consumer Goods 6.6.5 Healthcare 6.6.6 Manufacturing 6.6.7 Building and Construction 6.6.8 Others 6.7 AI in SCM by Deployment 2021 – 2026 6.7.1 Cloud Deployment 6.8 AI in SCM by AI System 2021 – 2026 6.9 AI in SCM by AI Type 2021 – 2026 6.10 AI in SCM by Connectivity 6.10.1 Non-Telecom Connectivity 6.10.2 Telecom Connectivity 6.10.3 Connectivity Standard 6.10.4 Enterprise 6.11 AI in SCM Market by IoT Edge Network 2021 – 2026 6.12 AI in SCM Analytics Market 2021 – 2026 6.13 AI in SCM Market by Intent Based Networking 2021 – 2026 6.14 AI in SCM Market by Virtualization 2021 – 2026 6.15 AI in SCM Market by 5G Network 2021 – 2026 6.16 AI in SCM Market by Blockchain Network 2021 – 2026 6.17 AI in SCM by Region 2021 – 2026 6.17.1 North America 6.17.2 Asia Pacific 6.17.3 Europe 6.17.4 Middle East and Africa 6.17.5 Latin America 6.18 AI in SCM by Country 6.18.1 Top Ten Country Market Share 6.18.2 USA 6.18.3 China 6.18.4 Canada 6.18.5 Mexico 6.18.6 Japan 6.18.7 UK 6.18.8 Germany 6.18.9 South Korea 6.18.10 France 6.18.11 Russia 7.0 Summary and Recommendations Figures Figure 1: Supply Chain Management Dynamics Figure 2: SCM Customer-Supplier Challenges Figure 3: Digital Transformation in Supply Chains Figure 4: Artificial Intelligence Technologies Figure 5: Internet of Things in SCM Figure 6: Leading Logistics and SCM Companies Figure 7: Integration of AI and IoT (AIoT) Figure 8: Future of AI and IoT in SCM Figure 9: AI in SCM Case Study: Enhancing Management Visibility Figure 10: AI in SCM Case Study: Leveraging Operational Data Figure 11: AI in SCM Case Study: Improving Automation Figure 12: BASF Supply Chain Model Figure 13: Cainiao Delivery and Warehouse Network Figure 14: Coupa BSM Platform Figure 15: E2open Supply Chain Model Figure 16: HighJump Supply Chain Model Figure 17: Home Depot Supply Chain Model Figure 18: IBM Supply Chain Management Strategy Figure 19: Inditex Supply Chain Management Innovation Figure 20: Intel Supply Chain Legacy System Figure 21: Logility Supply Chain Solutions Figure 22: Microsoft Inventory and Warehouse Management Figure 23: Presenso Predictive Asset Management Solution Figure 24: Splice Machine Hybrid RDBMS Figure 25: Global AI in SCM Market 2021 – 2026 Figure 26: Global AI in SCM Market by IoT Edge Network 2021 – 2026 Figure 27: Global AI in SCM Analytics Market 2021 – 2026 Figure 28: Global AI in SCM Market by Intent-Based Networking 2021 – 2026 Figure 29: Global AI in SCM Market by Virtualization 2021 – 2026 Figure 30: Global AI in SCM Market by 5G Network 2021 – 2026 Figure 31: Global AI in SCM Market by Blockchain Network 2021 – 2026 Figure 32: AI in SCM Market Share by Top Ten Country 2021 – 2026 Tables Table 1: SCM Solution Vendor Market Share Table 2: Global AI in SCM Market by Solution 2021 – 2026 Table 3: Global AI in SCM Market by Platforms 2021 – 2026 Table 4: Global AI in SCM Market by Software 2021 – 2026 Table 5: Global AI in SCM Market by AI-as-a-Service 2021 – 2026 Table 6: Global AI in SCM Market by Solution Components 2021 – 2026 Table 7: Global AI in SCM Market by Hardware 2021 – 2026 Table 8: Global AI in SCM Market by Non-IoT Device 2021 – 2026 Table 9: Global AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 10: Global AI in SCM Market by IoT Security Device 2021 – 2026 Table 11: Global AI in SCM Market by Surveillance Robots and Drone 2021 – 2026 Table 12: Global AI in SCM Market by Networking Device 2021 – 2026 Table 13: Global AI in SCM Market by Smart Appliances 2021 – 2026 Table 14: Global AI in SCM Market by Healthcare Device 2021 – 2026 Table 15: Global AI in SCM Market by Smart Grid Device 2021 – 2026 Table 16: Global AI in SCM Market by In-Vehicle IoT Device 2021 – 2026 Table 17: Global AI in SCM Market by Energy Management Device 2021 – 2026 Table 18: Global AI in SCM Market by Components 2021 – 2026 Table 19: Global AI in SCM Market by Wearable and Embedded Components 2021 – 2026 Table 20: Global AI in SCM Market by RTLS 2021 – 2026 Table 21: Global AI in SCM Market by Barcode 2021 – 2026 Table 22: Global AI in SCM Market by Barcode Scanner 2021 – 2026 Table 23: Global AI in SCM Market by Barcode Scanner Technology Labels 2021 – 2026 Table 24: Global AI in SCM Market by Barcode Stickers 2021 – 2026 Table 25: Global AI in SCM Market by RFID 2021 – 2026 Table 26: Global AI in SCM Market by RFID Tags 2021 – 2026 Table 27: Global AI in SCM Market by Sensors 2021 – 2026 Table 28: Global AI in SCM Market by Processors 2021 – 2026 Table 29: Global AI in SCM Market by Software 2021 – 2026 Table 30: Global AI in SCM Market by Services 2021 – 2026 Table 31: Global AI in SCM Market by Professional Services 2021 – 2026 Table 32: Global AI in SCM Market by Automation 2021 – 2026 Table 33: Global AI in SCM Market by Planning and Logistics 2021 – 2026 Table 34: Global AI in SCM Market by Inventory Management 2020 - 2029 Table 35: Global AI in SCM Market by Fleet Management 2021 – 2026 Table 36: Global AI in SCM Market by Virtual Assistant 2021 – 2026 Table 37: Global AI in SCM Market by Freight Brokerage 2021 – 2026 Table 38: Global AI in SCM Market by Risk Management and Dispute Resolution 2021 – 2026 Table 39: Global AI in SCM Market by Cognitive Computing 2021 – 2026 Table 40: Global AI in SCM Market by Computer Vision 2021 – 2026 Table 41: Global AI in SCM Market by Context-aware Computing 2021 – 2026 Table 42: Global AI in SCM Market by Natural Language Processing 2021 – 2026 Table 43: Global AI in SCM Market by Predictive Analytics 2021 – 2026 Table 44: Global AI in SCM Market by Machine Learning 2021 – 2026 Table 45: Global AI in SCM Market by Reinforcement Learning 2021 – 2026 Table 46: Global AI in SCM Market by Supervised Learning 2021 – 2026 Table 47: Global AI in SCM Market by Unsupervised Learning 2021 – 2026 Table 48: Global AI in SCM Market by Deep Learning 2021 – 2026 Table 49: Global AI in SCM Market by Industry Vertical 2021 – 2026 Table 50: Global AI in SCM Market by Aerospace and Government Application 2021 – 2026 Table 51: Global AI in SCM Market by Automotive and Transportation Application 2021 – 2026 Table 52: Global AI in SCM Market by Retail and Consumer Electronics Application 2021 – 2026 Table 53: Global AI in SCM Market by Consumer Goods Application 2021 – 2026 Table 54: Global AI in SCM Market by Healthcare Application 2021 – 2026 Table 55: Global AI in SCM Market by Manufacturing Application 2021 – 2026 Table 56: Global AI in SCM Market by Building and Construction Application 2021 – 2026 Table 57: Global AI in SCM Market by Building and Construction Application 2021 – 2026 Table 58: Global AI in SCM Market by Deployment 2021 – 2026 Table 59: Global AI in SCM Market by Deployment 2021 – 2026 Table 60: Global AI in SCM Market by AI System 2021 – 2026 Table 61: Global AI in SCM Market by AI System 2021 – 2026 Table 62: Global AI in SCM Market by Connectivity 2021 – 2026 Table 63: Global AI in SCM Market by Non-Telecom Connectivity 2021 – 2026 Table 64: Global AI in SCM Market by Telecom Connectivity 2021 – 2026 Table 65: Global AI in SCM Market by Connectivity Standard 2021 – 2026 Table 66: Global AI in SCM Market by Enterprise 2021 – 2026 Table 67: Global AI in SCM Market by Region 2021 – 2026 Table 68: North America AI in SCM Market by Solution 2021 – 2026 Table 69: North America AI in SCM Market by Platforms 2021 – 2026 Table 70: North America AI in SCM Market by Solution Components 2021 – 2026 Table 71: North America AI in SCM Market by Hardware 2021 – 2026 Table 72: North America AI in SCM Market by Non-IoT Device 2021 – 2026 Table 73: North America AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 74: North America AI in SCM Market by IoT Security Device 2021 – 2026 Table 75: North America AI in SCM Market by Surveillance Robots and Drone 2021 – 2026 Table 76: North America AI in SCM Market by Networking Device 2021 – 2026 Table 77: North America AI in SCM Market by Smart Appliances 2021 – 2026 Table 78: North America AI in SCM Market by Healthcare Device 2021 – 2026 Table 79: North America AI in SCM Market by Smart Grid Device 2021 – 2026 Table 80: North America AI in SCM Market by In-Vehicle IoT Device 2021 – 2026 Table 81: North America AI in SCM Market by Energy Management Device 2021 – 2026 Table 82: North America AI in SCM Market by Components 2021 – 2026 Table 83: North America AI in SCM Market by Wearable and Embedded Components 2021 – 2026 Table 84: North America AI in SCM Market by RTLS 2021 – 2026 Table 85: North America AI in SCM Market by Barcode 2021 – 2026 Table 86: North America AI in SCM Market by Barcode Scanner 2021 – 2026 Table 87: North America AI in SCM Market by Barcode Scanner Technology Labels 2021 – 2026 Table 88: North America AI in SCM Market by Barcode Stickers 2021 – 2026 Table 89: North America AI in SCM Market by RFID 2021 – 2026 Table 90: North America AI in SCM Market by RFID Tags 2021 – 2026 Table 91: North America AI in SCM Market by Sensors 2021 – 2026 Table 92: North America AI in SCM Market by Processors 2021 – 2026 Table 93: North America AI in SCM Market by Software 2021 – 2026 Table 94: North America AI in SCM Market by Services 2021 – 2026 Table 95: North America AI in SCM Market by Professional Services 2021 – 2026 Table 96: North America AI in SCM Market by Management Function 2021 – 2026 Table 97: North America AI in SCM Market by Technology 2021 – 2026 Table 98: North America AI in SCM Market by Machine Learning 2021 – 2026 Table 99: North America AI in SCM Market by Industry Vertical 2021 – 2026 Table 100: North America AI in SCM Market by Aerospace and Government Application 2021 – 2026 Table 101: North America AI in SCM Market by Automotive and Transportation Application 2021 – 2026 Table 102: North America AI in SCM Market by Retail and Consumer Electronics Application 2021 – 2026 Table 103: North America AI in SCM Market by Consumer Goods Application 2021 – 2026 Table 104: North America AI in SCM Market by Healthcare Application 2021 – 2026 Table 105: North America AI in SCM Market by Manufacturing Application 2021 – 2026 Table 106: North America AI in SCM Market by Building and Construction Application 2021 – 2026 Table 107: North America AI in SCM Market by Building and Construction Application 2021 – 2026 Table 108: North America AI in SCM Market by Deployment 2021 – 2026 Table 109: North America AI in SCM Market by Deployment 2021 – 2026 Table 110: North America AI in SCM Market by AI System 2021 – 2026 Table 111: North America AI in SCM Market by AI System 2021 – 2026 Table 112: North America AI in SCM Market by Connectivity 2021 – 2026 Table 113: North America AI in SCM Market by Non-Telecom Connectivity 2021 – 2026 Table 114: North America AI in SCM Market by Telecom Connectivity 2021 – 2026 Table 115: North America AI in SCM Market by Connectivity Standard 2021 – 2026 Table 116: North America AI in SCM Market by Enterprise 2021 – 2026 Table 117: North America AI in SCM Market by Country 2021 – 2026 Table 118: APAC AI in SCM Market by Solution 2021 – 2026 Table 119: APAC AI in SCM Market by Platforms 2021 – 2026 Table 120: APAC AI in SCM Market by Solution Components 2021 – 2026 Table 121: APAC AI in SCM Market by Hardware 2021 – 2026 Table 122: APAC AI in SCM Market by Non-IoT Device 2021 – 2026 Table 123: APAC AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 124: APAC AI in SCM Market by IoT Security Device 2021 – 2026 Table 125: APAC AI in SCM Market by Surveillance Robots and Drone 2021 – 2026 Table 126: APAC AI in SCM Market by Networking Device 2021 – 2026 Table 127: APAC AI in SCM Market by Smart Appliances 2021 – 2026 Table 128: APAC AI in SCM Market by Healthcare Device 2021 – 2026 Table 129: APAC AI in SCM Market by Smart Grid Device 2021 – 2026 Table 130: APAC AI in SCM Market by In-Vehicle IoT Device 2021 – 2026 Table 131: APAC AI in SCM Market by Energy Management Device 2021 – 2026 Table 132: APAC AI in SCM Market by Components 2021 – 2026 Table 133: APAC AI in SCM Market by Wearable and Embedded Components 2021 – 2026 Table 134: APAC AI in SCM Market by RTLS 2021 – 2026 Table 135: APAC AI in SCM Market by Barcode 2021 – 2026 Table 136: APAC AI in SCM Market by Barcode Scanner 2021 – 2026 Table 137: APAC AI in SCM Market by Barcode Scanner Technology Labels 2021 – 2026 Table 138: APAC AI in SCM Market by Barcode Stickers 2021 – 2026 Table 139: APAC AI in SCM Market by RFID 2021 – 2026 Table 140: APAC AI in SCM Market by RFID Tags 2021 – 2026 Table 141: APAC AI in SCM Market by Sensors 2021 – 2026 Table 142: APAC AI in SCM Market by Processors 2021 – 2026 Table 143: APAC AI in SCM Market by Software 2021 – 2026 Table 144: APAC AI in SCM Market by Services 2021 – 2026 Table 145: APAC AI in SCM Market by Professional Services 2021 – 2026 Table 146: APAC AI in SCM Market by Management Function 2021 – 2026 Table 147: APAC AI in SCM Market by Technology 2021 – 2026 Table 148: APAC AI in SCM Market by Machine Learning 2021 – 2026 Table 149: APAC AI in SCM Market by Industry Vertical 2021 – 2026 Table 150: APAC AI in SCM Market by Aerospace and Government Application 2021 – 2026 Table 151: APAC AI in SCM Market by Automotive and Transportation Application 2021 – 2026 Table 152: APAC AI in SCM Market by Retail and Consumer Electronics Application 2021 – 2026 Table 153: APAC AI in SCM Market by Consumer Goods Application 2021 – 2026 Table 154: APAC AI in SCM Market by Healthcare Application 2021 – 2026 Table 155: APAC AI in SCM Market by Manufacturing Application 2021 – 2026 Table 156: APAC AI in SCM Market by Building and Construction Application 2021 – 2026 Table 157: APAC AI in SCM Market by Building and Construction Application 2021 – 2026 Table 158: APAC AI in SCM Market by Deployment 2021 – 2026 Table 159: APAC AI in SCM Market by Deployment 2021 – 2026 Table 160: APAC AI in SCM Market by AI System 2021 – 2026 Table 161: APAC AI in SCM Market by AI System 2021 – 2026 Table 162: APAC AI in SCM Market by Connectivity 2021 – 2026 Table 163: APAC AI in SCM Market by Non-Telecom Connectivity 2021 – 2026 Table 164: APAC AI in SCM Market by Telecom Connectivity 2021 – 2026 Table 165: APAC AI in SCM Market by Connectivity Standard 2021 – 2026 Table 166: APAC AI in SCM Market by Enterprise 2021 – 2026 Table 167: APAC AI in SCM Market by Country 2021 – 2026 Table 168: Europe AI in SCM Market by Solution 2021 – 2026 Table 169: Europe AI in SCM Market by Platforms 2021 – 2026 Table 170: Europe AI in SCM Market by Solution Components 2021 – 2026 Table 171: Europe AI in SCM Market by Hardware 2021 – 2026 Table 172: Europe AI in SCM Market by Non-IoT Device 2021 – 2026 Table 173: Europe AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 174: Europe AI in SCM Market by IoT Security Device 2021 – 2026 Table 175: Europe AI in SCM Market by Surveillance Robots and Drone 2021 – 2026 Table 176: Europe AI in SCM Market by Networking Device 2021 – 2026 Table 177: Europe AI in SCM Market by Smart Appliances 2021 – 2026 Table 178: Europe AI in SCM Market by Healthcare Device 2021 – 2026 Table 179: Europe AI in SCM Market by Smart Grid Device 2021 – 2026 Table 180: Europe AI in SCM Market by In-Vehicle IoT Device 2021 – 2026 Table 181: Europe AI in SCM Market by Energy Management Device 2021 – 2026 Table 182: Europe AI in SCM Market by Components 2021 – 2026 Table 183: Europe AI in SCM Market by Wearable and Embedded Components 2021 – 2026 Table 184: Europe AI in SCM Market by RTLS 2021 – 2026 Table 185: Europe AI in SCM Market by Barcode 2021 – 2026 Table 186: Europe AI in SCM Market by Barcode Scanner 2021 – 2026 Table 187: Europe AI in SCM Market by Barcode Scanner Technology Labels 2021 – 2026 Table 188: Europe AI in SCM Market by Barcode Stickers 2021 – 2026 Table 189: Europe AI in SCM Market by RFID 2021 – 2026 Table 190: Europe AI in SCM Market by RFID Tags 2021 – 2026 Table 191: Europe AI in SCM Market by Sensors 2021 – 2026 Table 192: Europe AI in SCM Market by Processors 2021 – 2026 Table 193: Europe AI in SCM Market by Software 2021 – 2026 Table 194: Europe AI in SCM Market by Services 2021 – 2026 Table 195: Europe AI in SCM Market by Professional Services 2021 – 2026 Table 196: Europe AI in SCM Market by Management Function 2021 – 2026 Table 197: Europe AI in SCM Market by Technology 2021 – 2026 Table 198: Europe AI in SCM Market by Machine Learning 2021 – 2026 Table 199: Europe AI in SCM Market by Industry Vertical 2021 – 2026 Table 200: Europe AI in SCM Market by Aerospace and Government Application 2021 – 2026 Table 201: Europe AI in SCM Market by Automotive and Transportation Application 2021 – 2026 Table 202: Europe AI in SCM Market by Retail and Consumer Electronics Application 2021 – 2026 Table 203: Europe AI in SCM Market by Consumer Goods Application 2021 – 2026 Table 204: Europe AI in SCM Market by Healthcare Application 2021 – 2026 Table 205: Europe AI in SCM Market by Manufacturing Application 2021 – 2026 Table 206: Europe AI in SCM Market by Building and Construction Application 2021 – 2026 Table 207: Europe AI in SCM Market by Building and Construction Application 2021 – 2026 Table 208: Europe AI in SCM Market by Deployment 2021 – 2026 Table 209: Europe AI in SCM Market by Deployment 2021 – 2026 Table 210: Europe AI in SCM Market by AI System 2021 – 2026 Table 211: Europe AI in SCM Market by AI System 2021 – 2026 Table 212: Europe AI in SCM Market by Connectivity 2021 – 2026 Table 213: Europe AI in SCM Market by Non-Telecom Connectivity 2021 – 2026 Table 214: Europe AI in SCM Market by Telecom Connectivity 2021 – 2026 Table 215: Europe AI in SCM Market by Connectivity Standard 2021 – 2026 Table 216: Europe AI in SCM Market by Enterprise 2021 – 2026 Table 217: Europe AI in SCM Market by Country 2021 – 2026 Table 218: MEA AI in SCM Market by Solution 2021 – 2026 Table 219: MEA AI in SCM Market by Platforms 2021 – 2026 Table 220: MEA AI in SCM Market by Solution Components 2021 – 2026 Table 221: MEA AI in SCM Market by Hardware 2021 – 2026 Table 222: MEA AI in SCM Market by Non-IoT Device 2021 – 2026 Table 223: MEA AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 224: MEA AI in SCM Market by IoT Security Device 2021 – 2026 Table 225: MEA AI in SCM Market by Surveillance Robots and Drone 2021 – 2026 Table 226: MEA AI in SCM Market by Networking Device 2021 – 2026 Table 227: MEA AI in SCM Market by Smart Appliances 2021 – 2026 Table 228: MEA AI in SCM Market by Healthcare Device 2021 – 2026 Table 229: MEA AI in SCM Market by Smart Grid Device 2021 – 2026 Table 230: MEA AI in SCM Market by In-Vehicle IoT Device 2021 – 2026 Table 231: MEA AI in SCM Market by Energy Management Device 2021 – 2026 Table 232: MEA AI in SCM Market by Components 2021 – 2026 Table 233: MEA AI in SCM Market by Wearable and Embedded Components 2021 – 2026 Table 234: MEA AI in SCM Market by RTLS 2021 – 2026 Table 235: MEA AI in SCM Market by Barcode 2021 – 2026 Table 236: MEA AI in SCM Market by Barcode Scanner 2021 – 2026 Table 237: MEA AI in SCM Market by Barcode Scanner Technology Labels 2021 – 2026 Table 238: MEA AI in SCM Market by Barcode Stickers 2021 – 2026 Table 239: MEA AI in SCM Market by RFID 2021 – 2026 Table 240: MEA AI in SCM Market by RFID Tags 2021 – 2026 Table 241: MEA AI in SCM Market by Sensors 2021 – 2026 Table 242: MEA AI in SCM Market by Processors 2021 – 2026 Table 243: MEA AI in SCM Market by Software 2021 – 2026 Table 244: MEA AI in SCM Market by Services 2021 – 2026 Table 245: MEA AI in SCM Market by Professional Services 2021 – 2026 Table 246: MEA AI in SCM Market by Management Function 2021 – 2026 Table 247: MEA AI in SCM Market by Technology 2021 – 2026 Table 248: MEA AI in SCM Market by Machine Learning 2021 – 2026 Table 249: MEA AI in SCM Market by Industry Vertical 2021 – 2026 Table 250: MEA AI in SCM Market by Aerospace and Government Application 2021 – 2026 Table 251: MEA AI in SCM Market by Automotive and Transportation Application 2021 – 2026 Table 252: MEA AI in SCM Market by Retail and Consumer Electronics Application 2021 – 2026 Table 253: MEA AI in SCM Market by Consumer Goods Application 2021 – 2026 Table 254: MEA AI in SCM Market by Healthcare Application 2021 – 2026 Table 255: MEA AI in SCM Market by Manufacturing Application 2021 – 2026 Table 256: MEA AI in SCM Market by Building and Construction Application 2021 – 2026 Table 257: MEA AI in SCM Market by Building and Construction Application 2021 – 2026 Table 258: MEA AI in SCM Market by Deployment 2021 – 2026 Table 259: MEA AI in SCM Market by Deployment 2021 – 2026 Table 260: MEA AI in SCM Market by AI System 2021 – 2026 Table 261: MEA AI in SCM Market by AI System 2021 – 2026 Table 262: MEA AI in SCM Market by Connectivity 2021 – 2026 Table 263: MEA AI in SCM Market by Non-Telecom Connectivity 2021 – 2026 Table 264: MEA AI in SCM Market by Telecom Connectivity 2021 – 2026 Table 265: MEA AI in SCM Market by Connectivity Standard 2021 – 2026 Table 266: MEA AI in SCM Market by Enterprise 2021 – 2026 Table 267: MEA AI in SCM Market by Country 2021 – 2026 Table 268: Latin America AI in SCM Market by Solution 2021 – 2026 Table 269: Latin America AI in SCM Market by Platforms 2021 – 2026 Table 270: Latin America AI in SCM Market by Solution Components 2021 – 2026 Table 271: Latin America AI in SCM Market by Hardware 2021 – 2026 Table 272: Latin America AI in SCM Market by Non-IoT Device 2021 – 2026 Table 273: Latin America AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 274: Latin America AI in SCM Market by IoT Security Device 2021 – 2026 Table 275: Latin America AI in SCM Market by Surveillance Robots and Drone 2021 – 2026 Table 276: Latin America AI in SCM Market by Networking Device 2021 – 2026 Table 277: Latin America AI in SCM Market by Smart Appliances 2021 – 2026 Table 278: Latin America AI in SCM Market by Healthcare Device 2021 – 2026 Table 279: Latin America AI in SCM Market by Smart Grid Device 2021 – 2026 Table 280: Latin America AI in SCM Market by In-Vehicle IoT Device 2021 – 2026 Table 281: Latin America AI in SCM Market by Energy Management Device 2021 – 2026 Table 282: Latin America AI in SCM Market by Components 2021 – 2026 Table 283: Latin America AI in SCM Market by Wearable and Embedded Components 2021 – 2026 Table 284: Latin America AI in SCM Market by RTLS 2021 – 2026 Table 285: Latin America AI in SCM Market by Barcode 2021 – 2026 Table 286: Latin America AI in SCM Market by Barcode Scanner 2021 – 2026 Table 287: Latin America AI in SCM Market by Barcode Scanner Technology Labels 2021 – 2026 Table 288: Latin America AI in SCM Market by Barcode Stickers 2021 – 2026 Table 289: Latin America AI in SCM Market by RFID 2021 – 2026 Table 290: Latin America AI in SCM Market by RFID Tags 2021 – 2026 Table 291: Latin America AI in SCM Market by Sensors 2021 – 2026 Table 292: Latin America AI in SCM Market by Processors 2021 – 2026 Table 293: Latin America AI in SCM Market by Software 2021 – 2026 Table 294: Latin America AI in SCM Market by Services 2021 – 2026 Table 295: Latin America AI in SCM Market by Professional Services 2021 – 2026 Table 296: Latin America AI in SCM Market by Management Function 2021 – 2026 Table 297: Latin America AI in SCM Market by Technology 2021 – 2026 Table 298: Latin America AI in SCM Market by Machine Learning 2021 – 2026 Table 299: Latin America AI in SCM Market by Industry Vertical 2021 – 2026 Table 300: Latin America AI in SCM Market by Aerospace and Government Application 2021 – 2026 Table 301: Latin America AI in SCM Market by Automotive and Transportation Application 2021 – 2026 Table 302: Latin America AI in SCM Market by Retail and Consumer Electronics Application 2021 – 2026 Table 303: Latin America AI in SCM Market by Consumer Goods Application 2021 – 2026 Table 304: Latin America AI in SCM Market by Healthcare Application 2021 – 2026 Table 305: Latin America AI in SCM Market by Manufacturing Application 2021 – 2026 Table 306: Latin America AI in SCM Market by Building and Construction Application 2021 – 2026 Table 307: Latin America AI in SCM Market by Building and Construction Application 2019 - 2025 Table 308: Latin America AI in SCM Market by Deployment 2021 – 2026 Table 309: Latin America AI in SCM Market by Deployment 2021 – 2026 Table 310: Latin America AI in SCM Market by AI System 2021 – 2026 Table 311: Latin America AI in SCM Market by AI System 2021 – 2026 Table 312: Latin America AI in SCM Market by Connectivity 2021 – 2026 Table 313: Latin America AI in SCM Market by Non-Telecom Connectivity 2021 – 2026 Table 314: Latin America AI in SCM Market by Telecom Connectivity 2021 – 2026 Table 315: Latin America AI in SCM Market by Connectivity Standard 2021 – 2026 Table 316: Latin America AI in SCM Market by Enterprise 2021 – 2026 Table 317: Latin America AI in SCM Market by Country 2021 – 2026 Table 318: USA AI in SCM Market by Solution 2021 – 2026 Table 319: USA AI in SCM Market by Solution 2021 – 2026 Table 320: USA AI in SCM Market by Solution Components 2021 – 2026 Table 321: USA AI in SCM Market by Hardware 2021 – 2026 Table 322: USA AI in SCM Market by Non-IoT Device 2021 – 2026 Table 323: USA AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 324: USA AI in SCM Market by Components 2021 – 2026 Table 325: USA AI in SCM Market by Software 2021 – 2026 Table 326: USA AI in SCM Market by Services 2021 – 2026 Table 327: USA AI in SCM Market by Management Function 2021 – 2026 Table 328: USA AI in SCM Market by Technology 2021 – 2026 Table 329: USA AI in SCM Market by Industry Vertical 2021 – 2026 Table 330: USA AI in SCM Market by Deployment 2021 – 2026 Table 331: China AI in SCM Market by Solution 2021 – 2026 Table 332: China AI in SCM Market by Solution 2021 – 2026 Table 333: China AI in SCM Market by Solution Components 2021 – 2026 Table 334: China AI in SCM Market by Hardware 2021 – 2026 Table 335: China AI in SCM Market by Non-IoT Device 2021 – 2026 Table 336: China AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 337: China AI in SCM Market by Components 2021 – 2026 Table 338: China AI in SCM Market by Software 2021 – 2026 Table 339: China AI in SCM Market by Services 2021 – 2026 Table 340: China AI in SCM Market by Management Function 2021 – 2026 Table 341: China AI in SCM Market by Technology 2021 – 2026 Table 342: China AI in SCM Market by Industry Vertical 2021 – 2026 Table 343: China AI in SCM Market by Deployment 2021 – 2026 Table 344: Canada AI in SCM Market by Solution 2021 – 2026 Table 345: Canada AI in SCM Market by Solution 2021 – 2026 Table 346: Canada AI in SCM Market by Solution Components 2021 – 2026 Table 347: Canada AI in SCM Market by Hardware 2021 – 2026 Table 348: Canada AI in SCM Market by Non-IoT Device 2021 – 2026 Table 349: Canada AI in SCM Market by IoT Embedded Device 2019 - 2025 Table 350: Canada AI in SCM Market by Components 2021 – 2026 Table 351: Canada AI in SCM Market by Software 2021 – 2026 Table 352: Canada AI in SCM Market by Services 2021 – 2026 Table 353: Canada AI in SCM Market by Management Function 2021 – 2026 Table 354: Canada AI in SCM Market by Technology 2021 – 2026 Table 355: Canada AI in SCM Market by Industry Vertical 2021 – 2026 Table 356: Canada AI in SCM Market by Deployment 2021 – 2026 Table 357: Mexico AI in SCM Market by Solution 2021 – 2026 Table 358: Mexico AI in SCM Market by Solution 2021 – 2026 Table 359: Mexico AI in SCM Market by Solution Components 2021 – 2026 Table 360: Mexico AI in SCM Market by Hardware 2021 – 2026 Table 361: Mexico AI in SCM Market by Non-IoT Device 2021 – 2026 Table 362: Mexico AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 363: Mexico AI in SCM Market by Components 2021 – 2026 Table 364: Mexico AI in SCM Market by Software 2021 – 2026 Table 365: Mexico AI in SCM Market by Services 2021 – 2026 Table 366: Mexico AI in SCM Market by Management Function 2021 – 2026 Table 367: Mexico AI in SCM Market by Technology 2021 – 2026 Table 368: Mexico AI in SCM Market by Industry Vertical 2021 – 2026 Table 369: Mexico AI in SCM Market by Deployment 2021 – 2026 Table 370: Japan AI in SCM Market by Solution 2021 – 2026 Table 371: Japan AI in SCM Market by Solution 2021 – 2026 Table 372: Japan AI in SCM Market by Solution Components 2021 – 2026 Table 373: Japan AI in SCM Market by Hardware 2021 – 2026 Table 374: Japan AI in SCM Market by Non-IoT Device 2021 – 2026 Table 375: Japan AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 376: Japan AI in SCM Market by Components 2021 – 2026 Table 377: Japan AI in SCM Market by Software 2021 – 2026 Table 378: Japan AI in SCM Market by Services 2021 – 2026 Table 379: Japan AI in SCM Market by Management Function 2021 – 2026 Table 380: Japan AI in SCM Market by Technology 2021 – 2026 Table 381: Japan AI in SCM Market by Industry Vertical 2021 – 2026 Table 382: Japan AI in SCM Market by Deployment 2021 – 2026 Table 383: UK AI in SCM Market by Solution 2021 – 2026 Table 384: UK AI in SCM Market by Solution 2021 – 2026 Table 385: UK AI in SCM Market by Solution Components 2021 – 2026 Table 386: UK AI in SCM Market by Hardware 2021 – 2026 Table 387: UK AI in SCM Market by Non-IoT Device 2021 – 2026 Table 388: UK AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 389: UK AI in SCM Market by Components 2021 – 2026 Table 390: UK AI in SCM Market by Software 2021 – 2026 Table 391: UK AI in SCM Market by Services 2021 – 2026 Table 392: UK AI in SCM Market by Management Function 2021 – 2026 Table 393: UK AI in SCM Market by Technology 2021 – 2026 Table 394: UK AI in SCM Market by Industry Vertical 2021 – 2026 Table 395: UK AI in SCM Market by Deployment 2021 – 2026 Table 396: Germany AI in SCM Market by Solution 2021 – 2026 Table 397: Germany AI in SCM Market by Solution 2021 – 2026 Table 398: Germany AI in SCM Market by Solution Components 2021 – 2026 Table 399: Germany AI in SCM Market by Hardware 2021 – 2026 Table 400: Germany AI in SCM Market by Non-IoT Device 2021 – 2026 Table 401: Germany AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 402: Germany AI in SCM Market by Components 2021 – 2026 Table 403: Germany AI in SCM Market by Software 2021 – 2026 Table 404: Germany AI in SCM Market by Services 2021 – 2026 Table 405: Germany AI in SCM Market by Management Function 2021 – 2026 Table 406: Germany AI in SCM Market by Technology 2021 – 2026 Table 407: Germany AI in SCM Market by Industry Vertical 2021 – 2026 Table 408: Germany AI in SCM Market by Deployment 2021 – 2026 Table 409: South Korea AI in SCM Market by Solution 2021 – 2026 Table 410: South Korea AI in SCM Market by Solution 2021 – 2026 Table 411: South Korea AI in SCM Market by Solution Components 2021 – 2026 Table 412: South Korea AI in SCM Market by Hardware 2021 – 2026 Table 413: South Korea AI in SCM Market by Non-IoT Device 2021 – 2026 Table 414: South Korea AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 415: South Korea AI in SCM Market by Components 2021 – 2026 Table 416: South Korea AI in SCM Market by Software 2021 – 2026 Table 417: South Korea AI in SCM Market by Services 2021 – 2026 Table 418: South Korea AI in SCM Market by Management Function 2021 – 2026 Table 419: South Korea AI in SCM Market by Technology 2021 – 2026 Table 420: South Korea AI in SCM Market by Industry Vertical 2021 – 2026 Table 421: South Korea AI in SCM Market by Deployment 2021 – 2026 Table 422: France AI in SCM Market by Solution 2021 – 2026 Table 423: France AI in SCM Market by Solution 2021 – 2026 Table 424: France AI in SCM Market by Solution Components 2021 – 2026 Table 425: France AI in SCM Market by Hardware 2021 – 2026 Table 426: France AI in SCM Market by Non-IoT Device 2021 – 2026 Table 427: France AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 428: France AI in SCM Market by Components 2021 – 2026 Table 429: France AI in SCM Market by Software 2021 – 2026 Table 430: France AI in SCM Market by Services 2021 – 2026 Table 431: France AI in SCM Market by Management Function 2021 – 2026 Table 432: France AI in SCM Market by Technology 2021 – 2026 Table 433: France AI in SCM Market by Industry Vertical 2021 – 2026 Table 434: France AI in SCM Market by Deployment 2021 – 2026 Table 435: Russia AI in SCM Market by Solution 2021 – 2026 Table 436: Russia AI in SCM Market by Solution 2021 – 2026 Table 437: Russia AI in SCM Market by Solution Components 2021 – 2026 Table 438: Russia AI in SCM Market by Hardware 2021 – 2026 Table 439: Russia AI in SCM Market by Non-IoT Device 2021 – 2026 Table 440: Russia AI in SCM Market by IoT Embedded Device 2021 – 2026 Table 441: Russia AI in SCM Market by Components 2021 – 2026 Table 442: Russia AI in SCM Market by Software 2021 – 2026 Table 443: Russia AI in SCM Market by Services 2021 – 2026 Table 444: Russia AI in SCM Market by Management Function 2021 – 2026 Table 445: Russia AI in SCM Market by Technology 2021 – 2026 Table 446: Russia AI in SCM Market by Industry Vertical 2021 – 2026 Table 447: Russia AI in SCM Market by Deployment 2021 – 2026 Artificial Intelligence of Things Solutions by AIoT Market Applications and Services and Industry Verticals 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Defining AIoT 2.2 AI in IoT vs. AIoT 2.3 Artificial General Intelligence 2.4 IoT Network and Functional Structure 2.5 Ambient Intelligence and Smart Lifestyles 2.6 Economic and Social Impact 2.7 Enterprise Adoption and Investment 2.8 Market Drivers and Opportunities 2.9 Market Restraints and Challenges 2.10 AIoT Value Chain 2.10.1 Device Manufacturers 2.10.2 Equipment Manufacturers 2.10.3 Platform Providers 2.10.4 Software and Service Providers 2.10.5 User Communities 3.0 AIoT Technology and Market 3.1 AIoT Market 3.1.1 Equipment and Component 3.1.2 Cloud Equipment and Deployment 3.1.3 3D Sensing Technology 3.1.4 Software and Data Analytics 3.1.5 AIoT Platforms 3.1.6 Deployment and Services 3.2 AIoT Sub-Markets 3.2.1 Supporting Device and Connected Objects 3.2.2 IoT Data as a Service 3.2.3 AI Decisions as a Service 3.2.4 APIs and Interoperability 3.2.5 Smart Objects 3.2.6 Smart City Considerations 3.2.7 Industrial Transformation 3.2.8 Cognitive Computing and Computer Vision 3.2.9 Consumer Appliances 3.2.10 Domain-Specific Network Considerations 3.2.11 3D Sensing Applications 3.2.12 Predictive 3D Design 3.3 AIoT Supporting Technologies 3.3.1 Cognitive Computing 3.3.2 Computer Vision 3.3.3 Machine Learning Capabilities and APIs 3.3.3.1 Deep Machine Learning 3.3.3.2 Machine Learning APIs 3.3.4 Neural Networks 3.3.5 Context-Aware Processing 3.4 AIoT Enabling Technologies and Solutions 3.4.1 Edge Computing 3.4.1.1 AIoT Edge Architecture 3.4.1.2 Edge AI Platform 3.4.2 Blockchain Networks 3.4.3 Cloud Technologies 3.4.4 5G Technologies 3.4.5 Digital Twin Technology and Solutions 3.4.6 Smart Machines 3.4.7 Cloud Robotics 3.4.8 Predictive Analytics and Real-Time Processing 3.4.8.1 All-Flash Array 3.4.8.2 Real-Time Operating Systems 3.4.9 Post Event Processing 3.4.10 Haptic Technology 4.0 AIoT Applications Analysis 4.1 Device Accessibility and Security 4.2 Gesture Control and Facial Recognition 4.3 Home Automation 4.4 Wearable Device 4.5 Fleet Management 4.6 Intelligent Robots 4.7 Augmented Reality Market 4.8 Drone Traffic Monitoring 4.9 Real-time Public Safety 4.10 Yield Monitoring and Soil Monitoring Market 4.11 HCM Operation 5.0 Analysis of Important AIoT Companies 5.1 Sharp 5.2 SAS 5.3 DT42 5.4 Chania Tech Giants: Baidu, Alibaba, and Tencent 5.4.1 Baidu 5.4.2 Alibaba 5.4.3 Tencent 5.5 Xiaomi Technology 5.6 NVidia 5.7 Intel Corporation 5.8 Qualcomm 5.9 Innodisk 5.10 Gopher Protocol 5.11 Micron Technology 5.12 ShiftPixy 5.13 Uptake 5.14 C3 IoT 5.15 Alluvium 5.16 Arundo Analytics 5.17 Canvass Analytics 5.18 Falkonry 5.19 Interactor 5.20 Google 5.21 Cisco 5.22 IBM Corp. 5.23 Microsoft Corp. 5.24 Apple Inc. 5.25 Salesforce Inc. 5.26 Infineon Technologies AG 5.27 Amazon Inc. 5.28 AB Electrolux 5.29 ABB Ltd. 5.30 AIBrian Inc. 5.31 Analog Devices 5.32 ARM Limited 5.33 Atmel Corporation 5.34 Ayla Networks Inc. 5.35 Brighterion Inc. 5.36 Buddy 5.37 CloudMinds 5.38 Cumulocity GmBH 5.39 Cypress Semiconductor Corp 5.40 Digital Reasoning Systems Inc. 5.41 Echelon Corporation 5.42 Enea AB 5.43 Express Logic Inc. 5.44 Facebook Inc. 5.45 Fujitsu Ltd. 5.46 Gemalto N.V. 5.47 General Electric 5.48 General Vision Inc. 5.49 Graphcore 5.50 H2O.ai 5.51 Haier Group Corporation 5.52 Helium Systems 5.53 Hewlett Packard Enterprise 5.54 Huawei Technologies 5.55 Siemens AG 5.56 SK Telecom 5.57 SoftBank Robotics 5.58 SpaceX 5.59 SparkCognition 5.60 STMicroelectronics 5.61 Symantec Corporation 5.62 Tellmeplus 5.63 Tend.ai 5.64 Tesla 5.65 Texas Instruments 5.66 Thethings.io 5.67 Veros Systems 5.68 Whirlpool Corporation 5.69 Wind River Systems 5.70 Juniper Networks 5.71 Nokia Corporation 5.72 Oracle Corporation 5.73 PTC Corporation 5.74 Losant IoT 5.75 Robert Bosch GmbH 5.76 Pepper 5.77 Terminus 5.78 Tuya Smart 6.0 AIoT Market Analysis and Forecasts 2021 – 2026 6.1 Global AIoT Market Outlook and Forecasts 6.1.1 Aggregate AIoT Market 2021 – 2026 6.1.2 AIoT Market by Infrastructure and Services 2021 – 2026 6.1.2.1 AIoT Market by Infrastructure Type 2021 – 2026 6.1.2.1.1 AIoT Market by Chipsets Type 2021 – 2026 6.1.2.1.1.1 AIoT Market by 3D Sensing Technology 2021 – 2026 6.1.2.1.1.2 AIoT Market by 3D Sensing Application 2021 – 2026 6.1.2.1.2 AIoT Market by Cloud Infrastructure Type 2021 – 2026 6.1.2.2 AIoT Market by Software and Platform 2021 – 2026 6.1.2.2.1 AIoT Market by Analytics Type 2021 – 2026 6.1.2.3 AIoT Market by Service Type 2021 – 2026 6.1.2.3.1 AIoT Market by Professional Service Type 2021 – 2026 6.1.3 AIoT Market by AI Technology 2021 – 2026 6.1.4 AIoT Market by Application 2021 – 2026 6.1.5 AIoT in Consumer, Enterprise, Industrial, and Government 2021 – 2026 6.1.6 AIoT Market in Cities, Suburbs, and Rural Areas 2021 – 2026 6.1.7 AIoT in Smart Cities 2021 – 2026 6.1.8 IoT Data as a Service Market 2021 – 2026 6.1.9 AI Decisions as a Service Market 2021 – 2026 6.1.10 Blockchain Support of AIoT 2021 – 2026 6.1.11 AIoT in 5G Networks 2021 – 2026 6.2 Regional AIoT Markets 2021 – 2026 6.2.1 AIoT Market by Region 2021 – 2026 6.2.1.1 North America AIoT Market 2021 – 2026 6.2.1.2 Asia Pacific AIoT Market 2021 – 2026 6.2.1.3 Europe AIoT Market 2021 – 2026 6.2.1.4 Middle East and Africa AIoT Market 2021 – 2026 6.2.1.5 Latin America AIoT Market 2021 – 2026 6.3 AIoT Unit Deployment 2021 – 2026 6.3.1 Global AIoT Unit Deployment 2021 – 2026 6.3.2 AIoT Unit Deployment by Type 2021 – 2026 6.3.2.1 AIoT Unit Deployment by Infrastructure Type 2021 – 2026 6.3.2.1.1 AIoT Unit Deployment by Chipsets Type 2021 – 2026 6.3.2.1.2 AIoT Unit Deployment by Cloud Type 2021 – 2026 6.3.2.2 AIoT Unit Deployment by Software and Platform Type 2021 – 2026 6.3.3 AIoT Unit Deployment by Region 2021 – 2026 6.3.3.1 North America AIoT Unit Deployment by Country 2021 – 2026 6.3.3.2 Asia Pacific AIoT Unit Deployment by Country 2021 – 2026 6.3.3.3 Europe AIoT Unit Deployment by Country 2021 – 2026 6.3.3.4 Middle East and Africa AIoT Unit Deployment by Country 2021 – 2026 6.3.3.5 Latin America AIoT Unit Deployment by Country 2021 – 2026 7.0 Conclusions and Recommendations Figures Figure 1: AIoT Architecture and Applications Figure 2: AI Evolution Figure 3: IoT Network Architecture Figure 4: IoT Functional Structure Figure 5: AIoT Ambient Intelligence Figure 6: Industrial Grade Storage Figure 7: Machine Learning APIs and Predictive Layer Figure 8: AIoT Edge Architecture Figure 9: NVidia Edge AI platform Figure 10: IoT Cloud Architecture Figure 11: 5G IoT Architecture Figure 12: IoT Digital Twins Architecture Figure 13: AI-Enabled Smart Machines Figure 14: NeoSapphire All-Flash Array Figure 15: Global AIoT Market 2021 – 2026 Figure 16: Global Smart City Opportunity in AIoT 2021 – 2026 Figure 17: Global IoT Data as a Service Market in AIoT 2021 – 2026 Figure 18: Global AI Decision as a Service Market in AIoT 2021 – 2026 Figure 19: Global Blockchain Driven AIoT Market 2021 – 2026 Figure 20: Global 5G Driven AIoT Market 2021 – 2026 Figure 21: North America Smart City Opportunity in AIoT 2021 – 2026 Figure 22: North America IoT Data as a Service Market in AIoT 2021 – 2026 Figure 23: North America AI Decision as a Service Market in AIoT 2021 – 2026 Figure 24: North America Blockchain Driven AIoT Market 2021 – 2026 Figure 25: North America 5G Driven AIoT Market 2021 – 2026 Figure 26: APAC Smart City Opportunity in AIoT 2021 – 2026 Figure 27: APAC IoT Data as a Service Market in AIoT 2021 – 2026 Figure 28: APAC AI Decision as a Service Market in AIoT 2021 – 2026 Figure 29: APAC Blockchain Driven AIoT Market 2021 – 2026 Figure 30: APAC 5G Driven AIoT Market 2021 – 2026 Figure 31: Europe Smart City Opportunity in AIoT 2021 – 2026 Figure 32: Europe IoT Data as a Service Market in AIoT 2021 – 2026 Figure 33: Europe AI Decision as a Service Market in AIoT 2021 – 2026 Figure 34: Europe Blockchain Driven AIoT Market 2021 – 2026 Figure 35: Europe 5G Driven AIoT Market 2021 – 2026 Figure 36: MEA Smart City Opportunity in AIoT 2021 – 2026 Figure 37: MEA IoT Data as a Service Market in AIoT 2021 – 2026 Figure 38: MEA AI Decision as a Service Market in AIoT 2021 – 2026 Figure 39: MEA Blockchain Driven AIoT Market 2021 – 2026 Figure 40: MEA 5G Driven AIoT Market 2021 – 2026 Figure 41: Latin America Smart City Opportunity in AIoT 2021 – 2026 Figure 42: Latin America IoT Data as a Service Market in AIoT 2021 – 2026 Figure 43: Latin America AI Decision as a Service Market in AIoT 2021 – 2026 Figure 44: Latin America Blockchain Driven AIoT Market 2021 – 2026 Figure 45: Latin America 5G Driven AIoT Market 2021 – 2026 Figure 46: Global AIoT Unit Deployment 2021 – 2026 Tables Table 1: Global AI Optimized IoT Device Market Table 2: Global AI Optimized Non-IoT Device Market Table 3: Global AI Optimized IoT Things/Objects Market Table 4: Global AIoT Market by Type 2021 – 2026 Table 5: Global AIoT Market by Infrastructure Type 2021 – 2026 Table 6: Global AIoT Market by Chipsets Type 2021 – 2026 Table 7: Global AIoT Market by 3D Sensing Technology 2021 – 2026 Table 8: Global AIoT Market by 3D Sensing Application 2021 – 2026 Table 9: Global AIoT Market by Cloud Type 2021 – 2026 Table 10: Global AIoT Market by Software and Platform Type 2021 – 2026 Table 11: Global AIoT Market by Analytics Type 2021 – 2026 Table 12: Global AIoT Market by Service Type 2021 – 2026 Table 13: Global AIoT Market by Professional Service Type 2021 – 2026 Table 14: Global AIoT Market by Technology 2021 – 2026 Table 15: Global AIoT Market by Application 2021 – 2026 Table 16: Global AIoT Market by Sector 2021 – 2026 Table 17: Global AIoT Market by Population Centers 2021 – 2026 Table 18: Global AIoT Market by Region 2021 – 2026 Table 19: North America AIoT Market by Infrastructure and Services 2021 – 2026 Table 20: North America AIoT Market by Infrastructure Type 2021 – 2026 Table 21: North America AIoT Market by Chipsets Type 2021 – 2026 Table 22: North America AIoT Market by 3D Sensing Technology 2021 – 2026 Table 23: North America AIoT Market by 3D Sensing Application 2021 – 2026 Table 24: North America AIoT Market by Cloud Type 2021 – 2026 Table 25: North America AIoT Market by Software and Platforms 2021 – 2026 Table 26: North America AIoT Market by Analytics Type 2021 – 2026 Table 27: North America AIoT Market by Service Type 2021 – 2026 Table 28: North America AIoT Market by Professional Service Type 2021 – 2026 Table 29: North America AIoT Market by AI Technology 2021 – 2026 Table 30: North America AIoT Market by Application 2021 – 2026 Table 31: North America AIoT Market by Sector 2021 – 2026 Table 32: North America AIoT Market by Population Center 2021 – 2026 Table 33: North America AIoT Market by Country 2021 – 2026 Table 34: APAC AIoT Market by Infrastructure and Services 2021 – 2026 Table 35: APAC AIoT Market by Infrastructure Type 2021 – 2026 Table 36: APAC AIoT Market by Chipsets Type 2021 – 2026 Table 37: APAC AIoT Market by 3D Sensing Technology 2021 – 2026 Table 38: APAC AIoT Market by 3D Sensing Application 2021 – 2026 Table 39: APAC AIoT Market by Cloud Type 2021 – 2026 Table 40: APAC AIoT Market by Software and Platforms 2021 – 2026 Table 41: APAC AIoT Market by Analytics Type 2021 – 2026 Table 42: APAC AIoT Market by Service Type 2021 – 2026 Table 43: APAC AIoT Market by Professional Service Type 2021 – 2026 Table 44: APAC AIoT Market by AI Technology 2021 – 2026 Table 45: APAC AIoT Market by Application 2021 – 2026 Table 46: APAC AIoT Market by Sector 2021 – 2026 Table 47: APAC AIoT Market by Population Center 2021 – 2026 Table 48: APAC AIoT Market by Country 2021 – 2026 Table 49: Europe AIoT Market by Infrastructure and Services 2021 – 2026 Table 50: Europe AIoT Market by Infrastructure Type 2021 – 2026 Table 51: Europe AIoT Market by Chipsets Type 2021 – 2026 Table 52: Europe AIoT Market by 3D Sensing Technology 2021 – 2026 Table 53: Europe AIoT Market by 3D Sensing Application 2021 – 2026 Table 54: Europe AIoT Market by Cloud Type 2021 – 2026 Table 55: Europe AIoT Market by Software and Platforms 2021 – 2026 Table 56: Europe AIoT Market by Analytics Type 2021 – 2026 Table 57: Europe AIoT Market by Service Type 2021 – 2026 Table 58: Europe AIoT Market by Professional Service Type 2021 – 2026 Table 59: Europe AIoT Market by AI Technology 2021 – 2026 Table 60: Europe AIoT Market by Application 2021 – 2026 Table 61: Europe AIoT Market by Sector 2021 – 2026 Table 62: Europe AIoT Market by Population Center 2021 – 2026 Table 63: Europe AIoT Market by Country 2021 – 2026 Table 64: MEA AIoT Market by Infrastructure and Services 2021 – 2026 Table 65: MEA AIoT Market by Infrastructure Type 2021 – 2026 Table 66: MEA AIoT Market by Chipsets Type 2021 – 2026 Table 67: MEA AIoT Market by 3D Sensing Technology 2021 – 2026 Table 68: MEA AIoT Market by 3D Sensing Application 2021 – 2026 Table 69: MEA AIoT Market by Cloud Type 2021 – 2026 Table 70: MEA AIoT Market by Software and Platforms 2021 – 2026 Table 71: MEA AIoT Market by Analytics Type 2021 – 2026 Table 72: MEA AIoT Market by Service Type 2021 – 2026 Table 73: MEA AIoT Market by Professional Service Type 2021 – 2026 Table 74: MEA AIoT Market by AI Technology 2021 – 2026 Table 75: MEA AIoT Market by Application 2021 – 2026 Table 76: MEA AIoT Market by Sector 2021 – 2026 Table 77: MEA AIoT Market by Population Center 2021 – 2026 Table 78: MEA AIoT Market by Country 2021 – 2026 Table 79: Latin America AIoT Market by Type 2021 – 2026 Table 80: Latin America AIoT Market by Infrastructure Type 2021 – 2026 Table 81: Latin America AIoT Market by Chipsets Type 2021 – 2026 Table 82: Latin America AIoT Market by 3D Sensing Technology 2021 – 2026 Table 83: Latin America AIoT Market by 3D Sensing Application 2021 – 2026 Table 84: Latin America AIoT Market by Cloud Type 2021 – 2026 Table 85: Latin America AIoT Market by Software and Platform Type 2021 – 2026 Table 86: Latin America AIoT Market by Analytics Type 2021 – 2026 Table 87: Latin America AIoT Market by Service Type 2021 – 2026 Table 88: Latin America AIoT Market by Professional Service Type 2021 – 2026 Table 89: Latin America AIoT Market by AI Technology 2021 – 2026 Table 90: Latin America AIoT Market by Application 2021 – 2026 Table 91: Latin America AIoT Market by Sector 2021 – 2026 Table 92: Latin America AIoT Market by Population Center 2021 – 2026 Table 93: Latin America AIoT Market by Country 2021 – 2026 Table 94: Global AIoT Unit Deployment by Infrastructure and Services 2021 – 2026 Table 95: Global AIoT Unit Deployment by Infrastructure Type 2021 – 2026 Table 96: Global AIoT Unit Deployment by Chipsets Type 2021 – 2026 Table 97: Global AIoT Unit Deployment by Cloud Type 2021 – 2026 Table 98: Global AIoT Unit Deployment by Software and Platforms 2021 – 2026 Table 99: Global AIoT Unit Deployment by Region 2021 – 2026 Table 100: North America AIoT Unit Deployment by Country 2021 – 2026 Table 101: APAC AIoT Unit Deployment by Country 2021 – 2026 Table 102: Europe AIoT Unit Deployment by Country 2021 – 2026 Table 103: MEA AIoT Unit Deployment by Country 2021 – 2026 Table 104: Latin America AIoT Unit Deployment by Country 2021 – 2026 Cognitive Informatics Market by Technology, Solution, Sector, Deployment Type, and Industry Verticals 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Defining Cognitive Informatics 2.2 Cognitive Systems and Cognitive Computing 2.3 Cognitive Computing vs. Artificial Intelligence 2.4 Abstract Intelligence 2.5 Cognitive Learning System 2.6 Stakeholder Analysis 2.7 Market Trends 3.0 Technologies and Applications 3.1 Core Technologies 3.1.1 Machine Learning and Deep Learning 3.1.2 Facial Detection and Recognition 3.1.3 Emotion Detection 3.1.4 Natural Language Processing 3.1.5 Logical Reasoning 3.1.6 Pattern Recognition and Neural Networks 3.2 Machine Learning APIs 3.3 Cognitive Agent and Information Retrieval 3.4 Cognitive Communication 3.5 Conversational User Interface 3.6 Data Science and Predictive Analytics 3.7 Artificial general Intelligence and Cloud Deployment 3.8 Integrated Technologies and Solutions 3.8.1 Edge Computing and 5G Network 3.8.2 IoT and Smart Workplace Solution 3.8.3 Blockchain Network 3.8.4 Intent-Driven Networking 3.9 Cognitive Solutions and Services 3.10 Potential Application Horizon 3.11 Cognitive Informatics Use Cases 3.11.1 Cognitive Texture 3.11.2 Biometric 3.11.3 Multimedia 3.11.4 Web Design and Development 3.11.5 Bioinformatics 3.11.6 Biomedicine and Healthcare 3.11.7 Interactive Clinical System 3.11.8 Nursing Technology Design 4.0 Company Analysis 4.1 Apple 4.2 Attivio 4.3 Amazon 4.4 Baidu 4.5 BMC Software 4.6 Clarifai 4.7 Cognitivescale 4.8 Enterra Solutions 4.9 Expert System 4.10 Folio3 Software 4.11 Fusion Informatics 4.12 Google 4.13 IBM 4.14 Inbenta 4.15 Ipsoft 4.16 Kairos 4.17 Megvii 4.18 Microsoft 4.19 Nokia 4.20 Nuance Communications 4.21 Oracle 4.22 Palantir Technologies 4.23 Qualcomm Technologies 4.24 Saffron Technology 4.25 SAP 4.26 SAS 4.27 Squirro 4.28 TCS 4.29 Deloitte 4.30 Vicarious FPC 4.31 SparkCognition Inc. 4.32 Numenta 5.0 Cognitive Informatics Market Analysis and Forecasts 5.1 Global Cognitive Informatics Market 2021 – 2026 5.1.1 Aggregated Cognitive Informatics Market Value 2021 – 2026 5.1.2 Cognitive Informatics Market by Technology 2021 – 2026 5.1.3 Cognitive Informatics Market by Solution and Service 2021 – 2026 5.1.4 Cognitive Informatics Market by Application 2021 – 2026 5.1.5 Cognitive Informatics Market by Sector 2021 – 2026 5.1.6 Cognitive Informatics Market by Deployment 2021 – 2026 5.1.6.1 Cognitive Informatics Market by Cloud Deployment 2021 – 2026 5.1.7 Cognitive Informatics Market by Organization Type 2021 – 2026 5.1.8 Cognitive Informatics Market by Industry Vertical 2021 – 2026 5.1.9 Cognitive Informatics in 5G 2021 – 2026 5.1.10 Cognitive Informatics in Edge Computing 2021 – 2026 5.1.11 Blockchain in Cognitive Informatics 2021 – 2026 5.1.12 Market in IoT Network 2021 – 2026 5.1.13 Cognitive Informatics Market in Intent-Driven Networking 2021 – 2026 5.1.14 Cognitive Informatics Market in Smart Workplace 2021 – 2026 5.2 Regional Cognitive Informatics Market 2021 – 2026 5.2.1 Cognitive Informatics Market by Industry Vertical 5.2.2 North America Cognitive Informatics Market Forecast 2021 – 2026 5.2.3 Europe Cognitive Informatics Market Forecast 2021 – 2026 5.2.4 Asia Pacific Cognitive Informatics Market Forecast 2021 – 2026 5.2.5 Latin America Cognitive Informatics Market Forecast 2021 – 2026 5.2.6 Middle East and Africa Cognitive Informatics Market Forecast 2021 – 2026 6.0 Conclusions and Recommendations 6.1 Advertisers and Media Companies 6.2 Artificial Intelligence Providers 6.3 Automotive Companies 6.4 Broadband Infrastructure Providers 6.5 Communication Service Providers 6.6 Computing Companies 6.7 Data Analytics Providers 6.8 Immersive Technology (AR, VR, and MR) Providers 6.9 Networking Equipment Providers 6.10 Networking Security Providers 6.11 Semiconductor Companies 6.12 IoT Suppliers and Service Providers 6.13 Software Providers 6.14 Smart City System Integrators 6.15 Automation System Providers 6.16 Social Media Companies 6.17 Workplace Solution Providers 6.18 Enterprise and Government Figures Figure 1: Cognitive Informatics Structure Figure 2: Cognitive System Architecture Figure 3: Cognitive Computing Framework Figure 4: Cognitive Learning Model of the Brain Figure 5: Biometric Face Recognition Framework Figure 6: Emotion Detection System Figure 7: Cognitive Agent Architecture Figure 8: Information Retrieval Process Figure 9: AI Predictive Analytics Layer Figure 10: Global Cognitive Informatics Market 2021 – 2026 Figure 11: Global Cognitive Informatics Market in 5G 2021 – 2026 Figure 12: Global Cognitive Informatics Market in Edge Computing 2021 – 2026 Figure 13: Global Cognitive Informatics Market in Blockchain Network 2021 – 2026 Figure 14: Global Cognitive Informatics Market in IoT Network 2021 – 2026 Figure 15: Global Cognitive Informatics Market in Intent-Driven Network 2021 – 2026 Figure 16: Global Cognitive Informatics Market in Smart Workplace Solution 2021 – 2026 Tables Table 1: Global Cognitive Informatics Market by Technology 2021 – 2026 Table 2: Global Cognitive Informatics Market by Solution and Service 2021 – 2026 Table 3: Global Cognitive Informatics Market by Application 2021 – 2026 Table 4: Global Cognitive Informatics Market by Sector 2021 – 2026 Table 5: Global Cognitive Informatics Market by Deployment 2021 – 2026 Table 6: Global Cognitive Informatics Market by Cloud Deployment 2021 – 2026 Table 7: Global Cognitive Informatics Market by Organization Type 2021 – 2026 Table 8: Global Cognitive Informatics Market by Industry Vertical 2021 – 2026 Table 9: Cognitive Informatics Market by Region 2021 – 2026 Table 10: North America Cognitive Informatics Market by Technology 2021 – 2026 Table 11: North America Cognitive Informatics Market by Solution and Service 2021 – 2026 Table 12: North America Cognitive Informatics Market by Application 2021 – 2026 Table 13: North America Cognitive Informatics Market by Sector 2021 – 2026 Table 14: North America Cognitive Informatics Market by Deployment 2021 – 2026 Table 15: North America Cognitive Informatics Market by Cloud Deployment 2021 – 2026 Table 16: North America Cognitive Informatics Market by Organization Type 2021 – 2026 Table 17: North America Cognitive Informatics Market by Industry Vertical 2021 – 2026 Table 18: North America Cognitive Informatics Market by Country 2021 – 2026 Table 19: Europe Cognitive Informatics Market by Technology 2021 – 2026 Table 20: Europe Cognitive Informatics Market by Solution and Service 2021 – 2026 Table 21: Europe Cognitive Informatics Market by Application 2021 – 2026 Table 22: Europe Cognitive Informatics Market by Sector 2021 – 2026 Table 23: Europe Cognitive Informatics Market by Deployment 2021 – 2026 Table 24: Europe Cognitive Informatics Market by Cloud Deployment 2021 – 2026 Table 25: Europe Cognitive Informatics Market by Organization Type 2021 – 2026 Table 26: Europe Cognitive Informatics Market by Industry Vertical 2021 – 2026 Table 27: Europe Cognitive Informatics Market by Country 2021 – 2026 Table 28: APAC Cognitive Informatics Market by Technology 2021 – 2026 Table 29: APAC Cognitive Informatics Market by Solution and Service 2021 – 2026 Table 30: APAC Cognitive Informatics Market by Application 2021 – 2026 Table 31: APAC Cognitive Informatics Market by Sector 2021 – 2026 Table 32: APAC Cognitive Informatics Market by Deployment 2021 – 2026 Table 33: APAC Cognitive Informatics Market by Cloud Deployment 2021 – 2026 Table 34: APAC Cognitive Informatics Market by Organization Type 2021 – 2026 Table 35: APAC Cognitive Informatics Market by Industry Vertical 2021 – 2026 Table 36: APAC Cognitive Informatics Market by Country 2021 – 2026 Table 37: Latin America Cognitive Informatics Market by Technology 2021 – 2026 Table 38: Latin America Cognitive Informatics Market by Solution and Service 2021 – 2026 Table 39: Latin America Cognitive Informatics Market by Application 2021 – 2026 Table 40: Latin America Cognitive Informatics Market by Sector 2021 – 2026 Table 41: Latin America Cognitive Informatics Market by Deployment 2021 – 2026 Table 42: Latin America Cognitive Informatics Market by Cloud Deployment 2021 – 2026 Table 43: Latin America Cognitive Informatics Market by Organization Type 2021 – 2026 Table 44: Latin America Cognitive Informatics Market by Industry Vertical 2021 – 2026 Table 45: Latin America Cognitive Informatics Market by Country 2021 – 2026 Table 46: MEA Cognitive Informatics Market by Technology 2021 – 2026 Table 47: MEA Cognitive Informatics Market by Solution and Service 2021 – 2026 Table 48: MEA Cognitive Informatics Market by Application 2021 – 2026 Table 49: MEA Cognitive Informatics Market by Sector 2021 – 2026 Table 50: MEA Cognitive Informatics Market by Deployment 2021 – 2026 Table 51: MEA Cognitive Informatics Market by Cloud Deployment 2021 – 2026 Table 52: MEA Cognitive Informatics Market by Organization Type 2021 – 2026 Table 53: MEA Cognitive Informatics Market by Industry Vertical 2021 – 2026 Table 54: MEA Cognitive Informatics Market by Country 2021 – 2026 Conversational Artificial Intelligence and Voice Cloning Market: Next Generation Enterprise Solutions by Use Case, Application, and Industry Verticals 2021 – 2026 1.0 Executive Summary 2.0 Introduction 2.1 Conversational AI 2.1.1 What is Conversational AI 2.1.2 Conversational AI Architecture 2.1.3 Core Challenges 2.1.4 Core Principles 2.1.5 Technology Component 2.1.6 Conversational AI and Chatbot 2.1.7 Automatic Speech Recognition 2.1.8 Growth Drivers 2.2 Voice Cloning 2.2.1 What is Voice Cloning 2.2.2 Voice Cloning Architecture 2.2.3 AI Voice Cloning 2.2.4 Voice Anti-Spoofing and Fraud Detection 2.2.5 Core Challenges 2.2.6 Growth Drivers 2.3 Building Conversational AI and Voice Cloning Solutions 2.4 AI-Enabled Personalization 2.5 Enterprise and Customer Benefits 2.6 Artificial General Intelligence 2.7 Artificial Super Intelligence 2.8 Market Drivers and Challenges 2.9 Value Chain 2.9.1 AI Companies 2.9.2 Software/Platform Companies 2.9.3 Analytics Providers 2.9.4 IoT Companies 2.9.5 Connectivity Providers 2.9.6 Enterprises and End Users 2.10 Regulatory Implications 2.10.1 NHMRC 2.10.2 ADA Accessibility Compliance 2.10.3 The Polish Civil Code 2.10.4 GDPR 2.10.5 HIPAA 2.10.6 PCI DSS 2.10.7 FINRA 2.10.8 SOC 2 2.10.9 MiFID II 2.10.10 CCPA 2.11 COVID -19 Impact 3.0 Technology and Application Analysis 3.1 Conversational AI and Voice Cloning Technology 3.1.1 Machine Learning and Deep Learning 3.1.2 Natural Language Processing 3.1.3 Automatic Speech Recognition 3.1.4 Computer Vision 3.2 Conversational AI and Voice Cloning Application 3.2.1 Chatbots 3.2.2 Intelligent Voice Assistants (IVA) System 3.2.3 Accessibility/ Messaging Application 3.2.4 Digital Games 3.2.5 Interactive Learning Application 3.3 Conversational AI and Voice Cloning Functions 3.3.1 Customer Support 3.3.2 Personal Assistant 3.3.3 Branding and Advertising 3.3.4 Customer Engagement and Retention 3.3.5 Employee Engagement and Onboarding 3.3.6 Data Privacy and Compliance 3.3.7 Campaign Analysis and Data Aggregation 3.4 Conversational AI and Voice Cloning Use Cases 3.4.1 Healthcare and Life Science 3.4.2 Education 3.4.3 Telecom, IT, and Internet 3.4.4 Bank and Financial Institution 3.4.5 Travel and Hospitality/Tourism 3.4.6 Media and Entertainment 3.4.7 Energy and Utilities 3.4.8 Government and Defense 3.4.9 Retail and E-commerce 3.4.10 Manufacturing 3.4.11 Automotive 3.5 Cloud Deployment and Enterprise AI Adoption 3.6 Software Platform and Tools 3.7 5G Deployment and Edge Computing 3.8 Smart Workplace and Service Automation 3.9 Public Safety and Governments 3.10 Ethical Implications 3.11 Social Scam, Theft, and Call Fraud 3.12 Augmented Reality and RCS Messaging 3.13 Multilingualism 3.14 M2M Communications 4.0 Company Analysis 4.1 Acapela Group 4.2 Alt Inc. 4.3 Amazon (AWS) 4.4 Aristech GmbH 4.5 Artificial Solutions 4.6 AT&T 4.7 Avaamo 4.8 AmplifyReach 4.9 Baidu 4.10 CandyVoice 4.11 Cepstral 4.12 CereProc 4.13 Conversica 4.14 Creative Virtual 4.15 Cognigy 4.16 Clinc 4.17 Descript Inc. 4.18 exClone 4.19 Exceed.ai 4.20 Facebook 4.21 FIS 4.22 Google 4.23 Haptik 4.24 IBM 4.25 Inbenta 4.26 iSpeech 4.27 Interactions 4.28 Kata.ai 4.29 Kore.ai 4.30 Kasisto (KAI) 4.31 LumenVox 4.32 Lyrebird 4.33 Microsoft 4.34 Mindsay 4.35 ReadSpeaker (rSpeak) 4.36 Nuance Communications 4.37 Oracle 4.38 Pypestream 4.39 Quosphere 4.40 Rasa 4.41 Rulai 4.42 Resemble AI 4.43 Saarthi.ai 4.44 SAP 4.45 Smartbox Assistive Technology 4.46 Solvvy 4.47 SoundHound 4.48 VivoTek 4.49 VocaliD 4.50 Voctro Labs 4.51 Voicery 5.0 Conversational AI and Voice Cloning Market Analysis and Forecasts 5.1 Global Conversational AI and Voice Cloning Market 2021 – 2026 5.1.1 Combined Conversational AI and Voice Cloning Market 2021 – 2026 5.1.2 Conversational AI vs. Voice Cloning Markets 2021 – 2026 5.1.3 Conversational AI and Voice Cloning Market by Solutions and Services 2021 – 2026 5.1.3.1 Conversational AI and Voice Cloning Market by Tools and Platforms 2021 – 2026 5.1.3.2 Conversational AI and Voice Cloning Market by Service Type 2021 – 2026 5.1.3.2.1 Conversational AI and Voice Cloning Market by Professional Services 2021 – 2026 5.1.4 Conversational AI and Voice Cloning Market by Technology 2021 – 2026 5.1.5 Conversational AI and Voice Cloning Market by Application Type 2021 – 2026 5.1.6 Conversational AI and Voice Cloning Market by Application 2021 – 2026 5.1.7 Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 5.1.8 Conversational AI and Voice Cloning Market by Business Type 2021 – 2026 5.1.9 Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 5.2 Regional Conversational AI and Voice Cloning Market 2021 – 2026 5.2.1 Conversational AI and Voice Cloning Market by Region 2021 – 2026 5.2.2 North America Conversational AI and Voice Cloning Market 2021 – 2026 5.2.3 Europe Conversational AI and Voice Cloning Market 2021 – 2026 5.2.4 Asia Pacific Conversational AI and Voice Cloning Market 2021 – 2026 5.2.5 Middle East & Africa Conversational AI and Voice Cloning Market 2021 – 2026 5.2.6 Latin America Conversational AI and Voice Cloning Market 2021 – 2026 6.0 Conclusions and Recommendations Figures Figure 1: Conversational AI Architecture Figure 2: Personalized Conversations Figure 3: Conversational AI Outcomes Figure 4: Global Conversational AI and Voice Cloning Market 2021 – 2026 Tables Table 1: Global Conversational AI vs. Voice Cloning Market 2021 – 2026 Table 2: Global Conversational AI and Voice Cloning Market by Solutions and Services 2021 – 2026 Table 3: Global Conversational AI and Voice Cloning Market by Tools and Platforms 2021 – 2026 Table 4: Global Conversational AI and Voice Cloning Market by Service Type 2021 – 2026 Table 5: Global Conversational AI and Voice Cloning Market by Professional Services 2021 – 2026 Table 6: Global Conversational AI and Voice Cloning Market by Technology 2021 – 2026 Table 7: Global Conversational AI and Voice Cloning Market by Application Type 2021 – 2026 Table 8: Global Conversational AI and Voice Cloning Market by Application 2021 – 2026 Table 9: Global Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 Table 10: Global Conversational AI and Voice Cloning Market by Enterprise 2021 – 2026 Table 11: Global Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 Table 12: Global Conversational AI and Voice Cloning Market by Region 2021 – 2026 Table 13: North America Conversational AI and Voice Cloning Market by Segment 2021 – 2026 Table 14: North America Conversational AI and Voice Cloning Market by Component 2021 – 2026 Table 15: North America Conversational AI and Voice Cloning Market by Solution 2021 – 2026 Table 16: North America Conversational AI and Voice Cloning Market by Service 2021 – 2026 Table 17: North America Conversational AI and Voice Cloning Market by Professional Service 2021 – 2026 Table 18: North America Conversational AI and Voice Cloning Market by Technology 2021 – 2026 Table 19: North America Conversational AI and Voice Cloning Market by Application 2021 – 2026 Table 20: North America Conversational AI and Voice Cloning Market by Function 2021 – 2026 Table 21: North America Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 Table 22: North America Conversational AI and Voice Cloning Market by Enterprise 2021 – 2026 Table 23: North America Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 Table 24: North America Conversational AI and Voice Cloning Market by Country 2021 – 2026 Table 25: Europe Conversational AI and Voice Cloning Market by Segment 2021 – 2026 Table 26: Europe Conversational AI and Voice Cloning Market by Component 2021 – 2026 Table 27: Europe Conversational AI and Voice Cloning Market by Solution 2021 – 2026 Table 28: Europe Conversational AI and Voice Cloning Market by Service 2021 – 2026 Table 29: Europe Conversational AI and Voice Cloning Market by Professional Service 2021 – 2026 Table 30: Europe Conversational AI and Voice Cloning Market by Technology 2021 – 2026 Table 31: Europe Conversational AI and Voice Cloning Market by Application 2021 – 2026 Table 32: Europe Conversational AI and Voice Cloning Market by Function 2021 – 2026 Table 33: Europe Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 Table 34: Europe Conversational AI and Voice Cloning Market by Enterprise 2021 – 2026 Table 35: Europe Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 Table 36: Europe Conversational AI and Voice Cloning Market by Country 2021 – 2026 Table 37: APAC Conversational AI and Voice Cloning Market by Segment 2021 – 2026 Table 38: APAC Conversational AI and Voice Cloning Market by Component 2021 – 2026 Table 39: APAC Conversational AI and Voice Cloning Market by Solution 2021 – 2026 Table 40: APAC Conversational AI and Voice Cloning Market by Service 2021 – 2026 Table 41: APAC Conversational AI and Voice Cloning Market by Professional Service 2021 – 2026 Table 42: APAC Conversational AI and Voice Cloning Market by Technology 2021 – 2026 Table 43: APAC Conversational AI and Voice Cloning Market by Application 2021 – 2026 Table 44: APAC Conversational AI and Voice Cloning Market by Function 2021 – 2026 Table 45: APAC Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 Table 46: APAC Conversational AI and Voice Cloning Market by Enterprise 2021 – 2026 Table 47: APAC Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 Table 48: APAC Conversational AI and Voice Cloning Market by Country 2021 – 2026 Table 49: MEA Conversational AI and Voice Cloning Market by Segment 2021 – 2026 Table 50: MEA Conversational AI and Voice Cloning Market by Component 2021 – 2026 Table 51: MEA Conversational AI and Voice Cloning Market by Solution 2021 – 2026 Table 52: MEA Conversational AI and Voice Cloning Market by Service 2021 – 2026 Table 53: MEA Conversational AI and Voice Cloning Market by Professional Service 2021 – 2026 Table 54: MEA Conversational AI and Voice Cloning Market by Technology 2021 – 2026 Table 55: MEA Conversational AI and Voice Cloning Market by Application 2021 – 2026 Table 56: MEA Conversational AI and Voice Cloning Market by Function 2021 – 2026 Table 57: MEA Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 Table 58: MEA Conversational AI and Voice Cloning Market by Enterprise 2021 – 2026 Table 59: MEA Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 Table 60: MEA Conversational AI and Voice Cloning Market by Country 2021 – 2026 Table 61: Latin America Conversational AI and Voice Cloning Market by Segment 2021 – 2026 Table 62: Latin America Conversational AI and Voice Cloning Market by Component 2021 – 2026 Table 63: Latin America Conversational AI and Voice Cloning Market by Solution 2021 – 2026 Table 64: Latin America Conversational AI and Voice Cloning Market by Service 2021 – 2026 Table 65: Latin America Conversational AI and Voice Cloning Market by Professional Service 2021 – 2026 Table 66: Latin America Conversational AI and Voice Cloning Market by Technology 2021 – 2026 Table 67: Latin America Conversational AI and Voice Cloning Market by Application 2021 – 2026 Table 68: Latin America Conversational AI and Voice Cloning Market by Function 2021 – 2026 Table 69: Latin America Conversational AI and Voice Cloning Market by Deployment 2021 – 2026 Table 70: Latin America Conversational AI and Voice Cloning Market by Enterprise 2021 – 2026 Table 71: Latin America Conversational AI and Voice Cloning Market by Industry Vertical 2021 – 2026 Table 72: Latin America Conversational AI and Voice Cloning Market by Country 2021 – 2026 Personal Artificial Intelligence and Robotics Market by AI and Robot Type, Components, Devices and Solutions 2021 – 2026 1 Executive Summary 2 Introduction 2.1 Overall AI and Robotics Market 2.2 Personal AI and Robotics Market 2.3 Development of Autonomous Agents and Care Bots 2.4 AI Technology and Deep Learning Hacks 2.5 Contextual Awareness and Intelligent Decision Support Systems 2.6 Aging Population, Mass Digitization, and Human-Robotics Interaction Accelerates Growth 2.7 Evolution of Personal Assistants and Smart Advisory Services 2.8 Price Declines Drive Adoption for Low-Cost Robotics 2.9 Open Software Platforms Accelerate Growth but Raises Ethical Concerns 2.10 Technical Complexity and Lack of Skilled Robot Designer May Hinder Growth 3 Cloud Robotics to Drive Democratization and Expanded Usage 3.1 Enabling Technologies 3.1.1 Fifth Generation Cellular 3.1.2 Teleoperation 3.1.3 Cloud Computing 3.1.4 Edge Computing 3.2 Market Opportunities 4 Personal AI and Robotics Market, Application, and Ecosystem Impact 4.1 Market Segmentation and Application Scenario 4.1.1 Personal Robots and Robotics Components 4.1.2 Digital Personal Assistant Services 4.1.3 AI-Based System and Analytics 4.2 Economic Impact including Job Market 4.3 Investment Trends in Robotics and AI Systems 4.4 Robotics Patents a Key Area to Watch 5 Personal AI and Robotics Market Drivers and Challenges 5.1 Personal AI and Robotics Market Dynamics 5.2 Personal AI and Robotics Market Drivers 5.3 Personal AI and Robotics Market Challenges 6 Personal AI and Robot Market Outlook and Forecasts 2021 – 2026 6.1 Aggregate Global Market Forecast 2021 – 2026 6.1.1 Personal AI and Robotics Market by Segment 2021 – 2026 6.1.2 Personal AI and Robotics Market by Region 2021 – 2026 6.1.3 APAC Market Forecast by Segment and Country 6.1.3.1 China Market by Segment 6.1.3.2 Japan Market by Segment 6.1.3.3 South Korea Market by Segment 6.1.3.4 India Market by Segment 6.1.3.5 Indonesia Market by Segment 6.1.3.6 Australia Market by Segment 6.1.4 Europe Market Forecast by Segment and Country 6.1.4.1 Germany Market by Segment 6.1.4.2 France Market by Segment 6.1.4.3 UK Market by Segment 6.1.4.4 Italy Market by Segment 6.1.4.5 Spain Market by Segment 6.1.5 North America Market Forecast by Segment and Country 6.1.5.1 USA Market by Segment 6.1.5.2 Canada Market by Segment 6.1.6 RoW Market Forecast by Segment and Country 6.1.6.1 Brazil Market by Segment 6.1.6.2 Mexico Market by Segment 6.2 Personal Robot Market Forecast 2021 – 2026 6.2.1 Market by Segment 6.2.1.1.1.1 Personal Robotics Device Market by Segment 6.2.1.1.1.2 Personal Robotics Component Market by Segment 6.2.2 Market by Region 6.2.2.1.1.1 APAC Market Forecast by Segment, Device, Component, and Country 6.2.2.1.1.2 Europe Market Forecast by Segment, Device, Component, and Country 6.2.2.1.1.3 North America Market Forecast by Segment, Device, Component, and Country 6.2.2.1.1.4 RoW Market Forecast by Segment, Device, Component, and Country 6.3 Digital Personal Assistant Market Forecast 2021 – 2026 6.3.1 Market by Segment 6.3.2 Market by Technology 6.3.3 Market by Region 6.3.3.1 APAC Market Forecast by Segment, Technology, and Country 6.3.3.2 Europe Market Forecast by Segment, Technology, and Country 6.3.3.3 North America Market Forecast by Segment, Technology, and Country 6.3.3.4 RoW Market Forecast by Segment, Technology, and Country 6.4 Personal AI-Based Solution Market Forecast 2021 – 2026 6.4.1 Market by Segment 6.4.1.1 Personal AI-Based System Market by Segment and Technology 6.4.1.2 Personal AI-Based Analytics and Service Market by Segment 6.4.2 Market by Region 6.4.2.1 APAC Market Forecast by Segment, AI-Based System, AI Analytics & Service, and Country 6.4.2.2 Europe Market Forecast by Segment, AI-Based System, AI Analytics & Service, and Country 6.4.2.3 North America Market Forecast by Segment, AI-Based System, AI Analytics & Service, and Country 6.4.2.4 RoW Market Forecast by Segment, AI-Based System, AI Analytics & Service, and Country 6.5 Personal Robotics Shipments 2021 – 2026 6.5.1 Robotics Shipments by Type 2021 – 2026 6.5.2 Robotics Shipments by Region 2021 – 2026 6.5.3 APAC Shipment Forecast by Type and Country 6.5.3.1 China Shipment Forecast by Type 6.5.3.2 Japan Shipment Forecast by Type 6.5.3.3 South Korea Shipment Forecast by Type 6.5.3.4 India Shipment Forecast by Type 6.5.3.5 Indonesia Shipment Forecast by Type 6.5.3.6 Australia Shipment Forecast by Type 6.5.4 Europe Shipment Forecast by Type and Country 6.5.4.1 Germany Shipment Forecast by Type 6.5.4.2 France Shipment Forecast by Type 6.5.4.3 UK Shipment Forecast by Type 6.5.4.4 Italy Shipment Forecast by Type 6.5.4.5 Spain Shipment Forecast by Type 6.5.5 North America Shipment Forecast by Type and Country 6.5.5.1 USA Shipment Forecast by Type 6.5.5.2 Canada Shipment Forecast by Type 6.5.6 RoW Shipment Forecast by Type and Country 6.5.6.1 Brazil Shipment Forecast by Type 6.5.6.2 Mexico Shipment Forecast by Type 7 AI and Robotics Company Analysis 7.1 Assessment of Select Market Leaders 7.2 Honda Motor Co. Ltd. 7.3 Samsung Electronics Co Ltd. 7.4 iRobot Corporation 7.5 Sony Corporation 7.6 F&P Robotics AG 7.7 ZMP INC. 7.8 Segway Inc. 7.9 Neato Robotics, Inc. 7.10 Ecovacs Robotics, Inc. 7.11 Hasbro, Inc. 7.12 Parrot SA 7.13 Geckosystems Intl. Corp. 7.14 Hoaloha Robotics 7.15 Lego Education 7.16 Sharp Corporation 7.17 Toyota Motor Corporation 7.18 WowWee Group Limited 7.19 Lely Group 7.20 Intel Corporation 7.21 AsusTek Computer Inc. 7.22 Amazon.com, Inc 7.23 RealDoll 7.24 True Companion 7.25 Robotbase 7.26 Dongbu Group 7.27 Softbank Robotics 7.28 Buddy 7.29 Jibo 7.30 NTT DoCoMo 7.31 Rokid 7.32 MJI Robotics 7.33 Cubic 7.34 5 Elements Robotics 7.35 Branto 7.36 Aido 7.37 Vinclu Gatebox 7.38 Future Robot 7.39 Apple Inc. 7.40 Artificial Solutions 7.41 Clara Labs 7.42 Google 7.43 Microsoft Corporation 7.44 Speaktoit Inc. 7.45 Facebook 7.46 SK Telecom Co, Ltd. 7.47 motion.ai 7.48 Indigo 7.49 24me 7.50 Wunderlist 7.51 Hound 7.52 Mycroft 7.53 Ubi 7.54 EasilyDo 7.55 Evi 7.56 Operator 7.57 Charlie 7.58 Alfred 7.59 x.ai 7.60 AIVC 7.61 EVA 7.62 NVidia 7.63 Tesla Motors 7.64 Baidu 7.65 SparkCognition 8 Personal AI and Robot Use Cases 8.1 Cleaning Robots 8.2 Entertainment Robots 8.3 Home Security and Surveillance 8.4 Wheel-powered Robot 8.5 PARO, Advanced interactive Robot 8.6 Vortex, a Programmable Robot 8.7 ROBEAR, Nursing Care Robot 8.8 AV1, A Small Telepresence Robot 9 Conclusions and Recommendations 9.1 Recommendations to Robotics Makers 9.2 Recommendations to Investors 9.3 Recommendations for AI Companies 9.4 Recommendations for Equipment Manufacturers 9.5 Future of Personal AI Figures Figure 2: Artificial Intelligence Technology Figure 3: Personal AI and Digital Personal Assistant Ecosystem Figure 4: Personal Robotics and AI Functions Figure 5: Global Personal AI and Robot Market 2021 – 2026 Figure 6: Global Personal Robotics Shipment 2021 – 2026 Figure 7: Honda Motor Robotics Products Figure 8: Samsung POWERbot Robotic Vacuum Cleaner Figure 9: Personal AI Watcher Function Figure 10: Personal AI Watcher Integration with Connected Vehicles Tables Table 1: Global Personal AI and Robot Market by Segment 2021 – 2026 Table 2: Personal AI and Robot Market by Region 2021 – 2026 Table 3: APAC Personal AI and Robot Market by Segment 2020 - 2028 Table 4: APAC Personal AI and Robot Market by Country 2021 – 2026 Table 5: China Personal AI and Robot Market by Segment 2021 – 2026 Table 6: Japan Personal AI and Robot Market by Segment 2021 – 2026 Table 7: South Korea Personal AI and Robot Market by Segment 2021 – 2026 Table 8: India Personal AI and Robot Market by Segment 2021 – 2026 Table 9: Indonesia Personal AI and Robot Market by Segment 2021 – 2026 Table 10: Australia Personal AI and Robot Market by Segment 2021 – 2026 Table 11: Europe Personal AI and Robot Market by Segment 2021 – 2026 Table 12: Europe Personal AI and Robot Market by Country 2021 – 2026 Table 13: Germany Personal AI and Robot Market by Segment 2021 – 2026 Table 14: France Personal AI and Robot Market by Segment 2021 – 2026 Table 15: UK Personal AI and Robot Market by Segment 2021 – 2026 Table 16: Italy Personal AI and Robot Market by Segment 2021 – 2026 Table 17: Spain Personal AI and Robot Market by Segment 2021 – 2026 Table 18: North America Personal AI and Robot Market by Segment 2021 – 2026 Table 19: North America Personal AI and Robot Market by Country 2021 – 2026 Table 20: USA Personal AI and Robot Market by Segment 2021 – 2026 Table 21: Canada Personal AI and Robot Market by Segment 2021 – 2026 Table 22: RoW Personal AI and Robot Market by Segment 2021 – 2026 Table 23: RoW Personal AI and Robot Market by Country 2021 – 2026 Table 24: Brazil Personal AI and Robot Market by Segment 2021 – 2026 Table 25: Mexico Personal AI and Robot Market by Segment 2021 – 2026 Table 26: Global Personal Robotics Market by Segment 2021 – 2026 Table 27: Global Personal Robotics Device Market by Segment 2021 – 2026 Table 28: Global Personal Robotics Components Market by Segment 2021 – 2026 Table 29: Personal Robotics Market by Region 2021 – 2026 Table 30: APAC Personal Robotics Market by Segment 2021 – 2026 Table 31: APAC Personal Robotics Device Market by Segment 2021 – 2026 Table 32: APAC Personal Robotics Components Market by Segment 2021 – 2026 Table 33: APAC Personal Robotics Market by Country 2021 – 2026 Table 34: Europe Personal Robotics Market by Segment 2021 – 2026 Table 35: Europe Personal Robotics Device Market by Segment 2021 – 2026 Table 36: Europe Personal Robotics Components Market by Segment 2021 – 2026 Table 37: Europe Personal Robotics Market by Country 2021 – 2026 Table 38: North America Personal Robotics Market by Segment 2021 – 2026 Table 39: North America Personal Robotics Device Market by Segment 2021 – 2026 Table 40: North America Personal Robotics Components Market by Segment 2021 – 2026 Table 41: North America Personal Robotics Market by Country 2021 – 2026 Table 42: RoW Personal Robotics Market by Segment 2021 – 2026 Table 43: RoW Personal Robotics Device Market by Segment 2021 – 2026 Table 44: RoW Personal Robotics Components Market by Segment 2021 – 2026 Table 45: RoW Personal Robotics Market by Country 2021 – 2026 Table 46: Global Digital Personal Assistant Market by Segment 2021 – 2026 Table 47: Global Digital Personal Assistant Market by Technology 2021 – 2026 Table 48: Digital Personal Assistant Market by Region 2021 – 2026 Table 49: APAC Digital Personal Assistant Market by Segment 2021 – 2026 Table 50: APAC Digital Personal Assistant Market by Technology 2021 – 2026 Table 51: APAC Digital Personal Assistant Market by Country 2021 – 2026 Table 52: Europe Digital Personal Assistant Market by Segment 2021 – 2026 Table 53: Europe Digital Personal Assistant Market by Technology 2021 – 2026 Table 54: Europe Digital Personal Assistant Market by Country 2021 – 2026 Table 55: North America Digital Personal Assistant Market by Segment 2021 – 2026 Table 56: North America Digital Personal Assistant Market by Technology 2021 – 2026 Table 57: North America Digital Personal Assistant Market by Country 2021 – 2026 Table 58: RoW Digital Personal Assistant Market by Segment 2021 – 2026 Table 59: RoW Digital Personal Assistant Market by Technology 2021 – 2026 Table 60: RoW Digital Personal Assistant Market by Country 2021 – 2026 Table 61: Global Personal AI-Based Solution Market by Segment 2021 – 2026 Table 62: Global Personal AI-Based System Market by Segment 2021 – 2026 Table 63: Global Personal AI-Based System Market by Technology 2021 – 2026 Table 64: Global Personal AI-Based Analytics and Services Market by Segment 2021 – 2026 Table 65: Personal AI-Based Solution Market by Region 2021 – 2026 Table 66: APAC Personal AI-Based Solution Market by Segment 2021 – 2026 Table 67: APAC Personal AI-Based System Market by Segment 2021 – 2026 Table 68: APAC Personal AI-Based System Market by Technology 2021 – 2026 Table 69: APAC Personal AI-Based Analytics and Services Market by Segment 2021 – 2026 Table 70: APAC Personal AI-Based Solution Market by Country 2021 – 2026 Table 71: Europe Personal AI-Based Solution Market by Segment 2021 – 2026 Table 72: Europe Personal AI-Based System Market by Segment 2021 – 2026 Table 73: Europe Personal AI-Based System Market by Technology 2021 – 2026 Table 74: Europe Personal AI-Based Analytics and Services Market by Segment 2021 – 2026 Table 75: Europe Personal AI-Based Solution Market by Country 2021 – 2026 Table 76: North America Personal AI-Based Solution Market by Segment 2021 – 2026 Table 77: North America Personal AI-Based System Market by Segment 2021 – 2026 Table 78: North America Personal AI-Based System Market by Technology 2021 – 2026 Table 79: North America Personal AI-Based Analytics and Services Market by Segment 2021 – 2026 Table 80: North America Personal AI-Based Solution Market by Country 2021 – 2026 Table 81: RoW Personal AI-Based Solution Market by Segment 2021 – 2026 Table 82: RoW Personal AI-Based System Market by Segment 2021 – 2026 Table 83: RoW Personal AI-Based System Market by Technology 2021 – 2026 Table 84: RoW Personal AI-Based Analytics and Services Market by Segment 2021 – 2026 Table 85: RoW Personal AI-Based Solution Market by Country 2021 – 2026 Table 86: Global Personal Robotics Shipment by Type 2021 – 2026 Table 87: Personal Robotics Shipment by Region 2021 – 2026 Table 88: APAC Personal Robotics Shipment by Type 2021 – 2026 Table 89: APAC Personal Robotics Shipment by Country 2021 – 2026 Table 90: China Personal Robotics Shipment by Type 2021 – 2026 Table 91: Japan Personal Robotics Shipment by Type 2021 – 2026 Table 92: South Korea Personal Robotics Shipment by Type 2021 – 2026 Table 93: India Personal Robotics Shipment by Type 2021 – 2026 Table 94: Indonesia Personal Robotics Shipment by Type 2021 – 2026 Table 95: Australia Personal Robotics Shipment by Type 2021 – 2026 Table 96: Europe Personal Robotics Shipment by Type 2021 – 2026 Table 97: Europe Personal Robotics Shipment by Country 2021 – 2026 Table 98: Germany Personal Robotics Shipment by Type 2021 – 2026 Table 99: France Personal Robotics Shipment by Type 2021 – 2026 Table 100: UK Personal Robotics Shipment by Type 2021 – 2026 Table 101: Italy Personal Robotics Shipment by Type 2021 – 2026 Table 102: Spain Personal Robotics Shipment by Type 2021 – 2026 Table 103: North America Personal Robotics Shipment by Type 2021 – 2026 Table 104: North America Personal Robotics Shipment by Country 2021 – 2026 Table 105: USA Personal Robotics Shipment by Type 2021 – 2026 Table 106: Canada Personal Robotics Shipment by Type 2021 – 2026 Table 107: RoW Personal Robotics Shipment by Type 2021 – 2026 Table 108: RoW Personal Robotics Shipment by Country 2021 – 2026 Table 109: Brazil Personal Robotics Shipment by Type 2021 – 2026 Table 110: Mexico Personal Robotics Shipment by Type 2021 – 2026 Smart Machines in Enterprise, Industrial Automation, and IIoT by Technology, Product, Solution, and Industry Verticals 2021 – 2026 1 Executive Summary 2 Introduction 2.1 Smart Machines in Perspective 2.2 Smart Machine Drivers 2.3 Smart Machine Market Development 2.4 Smart Machine Industry Dynamics 3 Smart Machine Ecosystem 3.1 Cognitive Computing and Artificial Intelligence 3.2 Sensor Networks and Smart Dust 3.3 Application Specific Algorithm and Machine Learning 3.4 Purpose Built Smart Machines and Neurocomputer 3.5 Intelligent Automation and Robotic Process Automation 3.6 Industrial Automation System 3.7 Workplace Automation Systems 3.8 IoT and Smart Systems 3.9 5G, MEC, and Cloud Computing 4 Smart Machine Use Cases 4.1 Artificial Intelligence is Transforming ERP Solutions 4.2 Enabling IT Personnel to Focus on Strategic Tasks 4.3 Automation of a Manual Sub-Assembly Process in a Car Manufacturing Plant 4.4 Robotic Process Automation 4.5 Automation in the Workplace 5 Smart Machine Market Drivers and Challenges 5.1 Drivers 5.2 Challenges 6 Smart Machine Market Analysis and Forecasts 6.1 Global Market Forecast 2021 – 2026 6.1.1 Total Smart Machine Market 6.1.2 Smart Machine Product Market 6.1.3 Smart Machine Technology Market 6.1.4 Smart Machine Market Segment 6.2 Regional Market Forecast 2021 – 2026 6.2.1 Smart Machine Regional Market 6.2.2 APAC Smart Machine Market 6.2.3 North America Smart Machine Market 6.2.4 Europe Smart Machine Market 6.2.5 ME&A Smart Machine Market 6.2.6 Latin America Smart Machine Market 7 Company Analysis 7.1 IBM Corporation 7.1.1 Company Overview 7.1.2 Strategic Initiatives 7.2 Google Inc. 7.2.1 Company Overview 7.2.2 Strategic Initiatives 7.3 Narrative Science Inc. 7.3.1 Company Overview 7.3.2 Strategic Initiatives 7.4 Apple Inc. 7.4.1 Company Overview 7.4.2 Strategic Initiatives 7.5 Digital Reasoning Systems Inc. 7.5.1 Company Overview 7.5.2 Strategic Initiative 7.6 Microsoft Corporation 7.6.1 Company Overview 7.6.2 Strategic Initiatives 7.7 General Electric Co. 7.7.1 Company Overview 7.7.2 Strategic Initiatives 7.8 Rockwell Automation Inc. 7.8.1 Company Overview 7.8.2 Strategic Initiatives 7.9 ABB Ltd. 7.9.1 Company Overview 7.9.2 Strategic Initiatives 7.10 LG Electronics 7.10.1 Company Overview 7.10.2 Strategic Initiatives 7.11 Nvidia Corporation 7.11.1 Company Overview 7.11.2 Strategic Initiatives 7.12 SparkCognition Inc. 7.12.1 Company Overview 7.12.2 Strategic Initiatives 7.13 Cisco Systems 7.13.1 Company Overview 7.13.2 Strategic Initiatives 7.14 Koninklijke Philips N.V 7.14.1 Company Overview 7.14.2 Strategic Initiatives 7.15 Axis Communications AB 7.15.1 Company Overview 7.15.2 Strategic Initiatives 7.16 Hewlett Packard Enterprise 7.16.1 Company Overview 7.16.2 Strategic Initiatives 7.17 Samsung Electronics Co Ltd. 7.17.1 Company Overview 7.17.2 Strategic Initiatives 7.18 Baidu Inc. 7.18.1 Company Overview 7.18.2 Strategic Initiatives 7.19 KUKA AG 7.19.1 Company Overview 7.19.2 Strategic Initiatives 7.20 Motion Controls Robotics Inc. 7.20.1 Company Overview 7.20.2 Strategic Initiatives 7.21 Rethink Robotics 7.21.1 Company Overview 7.21.2 Strategic Initiatives 7.22 BAE Systems 7.22.1 Company Overview 7.22.2 Strategic Initiatives 7.23 Honeywell International Inc. 7.23.1 Company Overview 7.23.2 Strategic Initiatives 8 Conclusions and Recommendations Figures Figure 1: Smart Machine Concept Figure 2: Smart Machine Ecosystem Figure 3: Cognitive Computing Application Layer Figure 4: Smart Dust Development Framework Figure 5: Drivers and Challenges Figure 6: Global Smart Machine Market 2021 – 2026 Figure 7: Global Smart Machine Market Yearly Growth Rate 2021 – 2026 Figure 8: Smart Machine Market Share by Region Figure 9: APAC Smart Machine Market Share by Country Figure 10: North America Smart Machine Market Share by Country Figure 11: Europe Smart Machine Market Share by Country Figure 12: ME&A Smart Machine Market Share by Country Figure 13: Latin America Smart Machine Market Share by Country Tables Table 1: Global Smart Machine Market by Product 2021 – 2026 Table 2: Global Smart Machine Product Market Share Table 3: Global Smart Machine Market by Technology 2021 – 2026 Table 4: Global Smart Machine Technology Market Share Table 5: Global Smart Machine Technology Market by Cognitive Technology Type 2021 – 2026 Table 6: Global Smart Machine Technology Market by Robotics Type 2021 – 2026 Table 7: Global Smart Machine Technology Market by Neurocomputing Type 2021 – 2026 Table 8: Global Smart Machine Market by Segment 2021 – 2026 Table 9: Global Smart Machine Market Share by Segment Table 10: Global Smart Machine Market by Industrial Vertical 2021 – 2026 Table 11: Global Smart Machine Market Share by Industry Vertical Table 12: Smart Machine Market by Region 2021 – 2026 Table 13: APAC Smart Machine Market by Product 2021 – 2026 Table 14: APAC Smart Machine Market by Technology 2021 – 2026 Table 15: APAC Smart Machine Technology Market by Cognitive Technology Type 2021 – 2026 Table 16: APAC Smart Machine Technology Market by Robotics Type 2021 – 2026 Table 17: APAC Smart Machine Technology Market by Neurocomputing Type 2021 – 2026 Table 18: APAC Smart Machine Market by Segment 2021 – 2026 Table 19: APAC Smart Machine Market by Industrial Vertical 2021 – 2026 Table 20: APAC Smart Machine Market by Country 2021 – 2026 Table 21: North America Smart Machine Market by Product 2021 – 2026 Table 22: North America Smart Machine Market by Technology 2021 – 2026 Table 23: North America Smart Machine Technology Market by Cognitive Technology Type 2021 – 2026 Table 24: North America Smart Machine Technology Market by Robotics Type 2021 – 2026 Table 25: North America Smart Machine Technology Market by Neurocomputing Type 2021 – 2026 Table 26: North America Smart Machine Market by Segment 2021 – 2026 Table 27: North America Smart Machine Market by Industrial Vertical 2021 – 2026 Table 28: North America Smart Machine Market by Country 2021 – 2026 Table 29: Europe Smart Machine Market by Product 2021 – 2026 Table 30: Europe Smart Machine Market by Technology 2021 – 2026 Table 31: Europe Smart Machine Technology Market by Cognitive Technology Type 2020 - 2023 Table 32: Europe Smart Machine Technology Market by Robotics Type 2021 – 2026 Table 33: Europe Smart Machine Technology Market by Neurocomputing Type 2021 – 2026 Table 34: Europe Smart Machine Market by Segment 2021 – 2026 Table 35: Europe Smart Machine Market by Industrial Vertical 2021 – 2026 Table 36: Europe Smart Machine Market by Country 2018 - 2023 Table 37: ME&A Smart Machine Market by Product 2021 – 2026 Table 38: ME&A Smart Machine Market by Technology 2021 – 2026 Table 39: ME&A Smart Machine Technology Market by Cognitive Technology Type 2021 – 2026 Table 40: ME&A Smart Machine Technology Market by Robotics Type 2021 – 2026 Table 41: ME&A Smart Machine Technology Market by Neurocomputing Type 2021 – 2026 Table 42: ME&A Smart Machine Market by Segment 2021 – 2026 Table 43: ME&A Smart Machine Market by Industrial Vertical 2021 – 2026 Table 44: ME&A Smart Machine Market by Country 2021 – 2026 Table 45: Latin America Smart Machine Market by Product 2021 – 2026 Table 46: Latin America Smart Machine Market by Technology 2021 – 2026 Table 47: Latin America Smart Machine Technology Market by Cognitive Technology Type 2018 - 2023 Table 48: Latin America Smart Machine Technology Market by Robotics Type 2021 – 2026 Table 49: Latin America Smart Machine Technology Market by Neurocomputing Type 2021 – 2026 Table 50: Latin America Smart Machine Market by Segment 2021 – 2026 Table 51: Latin America Smart Machine Market by Industrial Vertical 2021 – 2026 Table 52: Latin America Smart Machine Market by Country 2021 – 2026
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