Summary

この調査レポートは情報通信技術（ICT）における、人工知能とコグニティブコンピューティングについて詳細に調査・分析しています。また関連企業情報も掲載しています。

Overview

This research assesses the AI in the ICT ecosystem including technologies, solutions and players. Application areas covered include marketing and business decision making, workplace automation, predictive analysis and forecasting, fraud detection and mitigation. The report provides detailed forecasts globally, regionally, and across market segments from 2020 to 2025. The report also covers AI subset technologies, embedded in other technologies, and cognitive computing in key industry verticals.  

While the opportunities for artificial intelligence in the information and communications technology industry are virtually limitless, we focus on a few key opportunities including AI in big data, chatbots, chipsets, cybersecurity, IoT, smart machines and robotics. AI is poised to fundamentally shift the Information and Communications Technology (ICT) industry as technologies such as Machine Learning, Natural Language Processing, Deep Learning, and others.

AI will dramatically enhance the performance of communications, apps, content, and digital commerce. AI will also drive new business models and create entirely new business opportunities as interfaces and efficiencies facilitate engagement that has been heretofore incomprehensible.

Many other industry verticals will be transformed through this evolution as ICT and digital technologies support many aspects of industry operations including supply chains, sales and marketing processes, product and service delivery and support models.

For example, we see particularly substantial impacts in the medical and bioinformatics as well as financial services segments. Workforce automation is an area that will affect many different industry verticals as AI greatly enhances work flow, processes, and accelerates the ROI for smart workplace investments.  

Target Audience:

• Internet of Things companies
• Artificial Intelligence companies
• Big Data and analytics companies
• Robotics and automation companies
• Cloud and Internet of Things companies
• Investment firms focused on automation
• Product and service providers of all types
• Governments and NGO R&D organizations

Report Benefits:

• Forecasts for AI regionally and across industry verticals 2020 ? 2025
• Identify key AI functions for communications, content, and commerce
• Recognize important intellectual property topic areas and patent holders
• Understand challenges and opportunities for AI in workplace automation
• Understand the market direction and future of AI and cognitive computing
• Identify opportunities for AI to improve productivity across industry verticals

Companies in Report:

• Agent.ai
• AIBrian
• Amazon
• Apple Inc.
• AT&T
• Aysadi
• Baidu
• Bigml
• Brighterion
• CloudMinds
• Diffbot
• Digital Reasoning Systems
• DigitalGenius
• Facebook
• Fair Isaac
• GE
• General Vision
• GoodAI
• Google
• H20.ai
• HPE
• IBM
• Infosys
• Intel
• InteliWISE
• KAI
• LG Electronics
• Meya
• Microsoft
• MindMeld
• motion.ai
• Nuance Communications
• PointGrab
• Premonition
• Rainbird
• Receptiviti
• Salesforce.com
• SAS
• Sentient Technologies
• SK Telecom
• SparkCognition
• Tellmeplus
• Tend.ai
• TensorFlow
• Vicarious
• Vital AI
• Wipro
• Wit.ai
• X.ai
• Zebra Medical Vision
  

   

ページTOPに戻る

Table of Contents

Table of Contents

1 Executive Summary

2 Introduction
2.1 Artificial Intelligence Overview
2.1.1 Intelligent Software Agent
2.1.2 Problem Solving
3.2.4 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
3.10 Global AI Patents
3.11 AI Patents by Leading Countries
3.12 Global Machine Learning Patents
3.13 Machine Learning Patents by Leading Countries
3.14 Machine Learning Patents by Leading Companies
3.15 Global Deep Learning Patents
3.16 Deep Learning Patents by Leading Countries
3.17 Global Cognitive Computing Patents
3.18 Cognitive Computing Patents by Leading Countries
3.19 AI and Cognitive Computing Innovation Leadership

4 AI in ICT Market Analysis and Forecasts 2020 - 2025
5.1 Global Markets for AI 2020 - 2025
5.2 Global Market for AI by Segment 2020 - 2025
5.3 Regional Markets for AI 2020 - 2025
5.4 AI Market by Key Application Area 2020 - 2025
5.4.1 AI Markets for Predictive Analysis and Forecasting 2020 - 2025
5.4.2 AI Market for Marketing and Business Decision Making 2020 - 2025
5.4.3 AI Market for Fraud Detection and Classification 2020 - 2025
5.4.4 AI Market for Workplace Automation 2020 - 2025

6 AI in Select Industry Verticals
6.1 Market for AI by Key Industry Verticals 2020 - 2025
6.1.1 AI Market for Internet-related Services and Products 2020 - 2025
6.1.2 AI Market for Telecommunications 2020 - 2025
6.1.3 AI Market for Medical and Bio-Informatics 2020 - 2025
6.1.4 AI Market for Financial Services 2020 - 2025
6.1.5 AI Market for Manufacturing and Heavy Industries 2020 - 2025
6.2 AI in other Industry Verticals

7 AI in Major Market Segments
7.1 AI Market by Product Segment 2020 - 2025
7.2 Market for Embedded AI within other Technologies 2020 - 2025
7.2.1 AI Algorithms in Data Mining 2020 - 2025
7.2.2 AI in Machine Perception Technology 2020 - 2025
7.2.3 Market for AI Algorithms in Pattern Recognition Technology 2020 - 2025
7.2.4 Market for AI Algorithm in Intelligent Decision Support Systems Technology 2020 - 2025
7.2.5 Market for AI Algorithms in Natural Language Processing Technology 2020 - 2025

8 Important Corporate AI M&A
8.1 Apple Inc.
8.2 Facebook
8.3 Google
8.4 IBM
8.5 Microsoft

9. AI in ICT Use Cases
9.1 Verizon Uses AI and Machine Learning To Improve Performance
9.2 Deutche Telecom Uses AI
9.3 H2O.ai Use-cases in Telecommunications powered by AI
9.4 KDDI R&D Laboratories Inc., AI-assisted Automated Network Operation System
9.5 Telefonica AI Use Cases
9.6 Brighterion AI, Worldpay Use cases

10 AI in ICT Vendor Analysis
10.1 IBM Corporation
10.1.1 Company Overview
10.1.2 Recent Developments
10.2 Intel Corporation
10.2.1 Company Overview
10.2.2 Recent Developments
10.3 Microsoft Corporation
10.3.1 Company Overview
10.3.2 Recent Developments
10.4 Google Inc.
10.4.1 Company Overview
10.4.2 Recent Developments
10.5 Baidu Inc.
10.5.1 Company Overview
10.5.2 Recent Developments
10.6 H2O.ai
10.6.1 Company Overview
10.6.2 Recent Developments
10.7 Hewlett Packard Enterprise (HPE)
10.7.1 Company Overview
10.7.2 Recent Developments
10.8 Apple Inc.
10.8.1 Company Overview
10.8.2 Recent Developments
10.9 General Electric (GE)
10.9.1 Company Overview
10.9.2 Recent Developments
10.10 LG Electronics
10.10.1 Company Overview
10.10.2 Recent Developments
10.11 Digital Reasoning Systems Inc.
10.11.1 Company Overview
10.11.2 Recent Developments
10.12 SparkCognition Inc.
10.12.1 Company Overview
10.12.2 Recent Developments
10.13 Nuance Communications Inc.
10.13.1 Company Overview
10.13.2 Recent Developments
10.14 InteliWISE
10.14.1 Company Overview
10.14.2 Recent Developments
10.15 Facebook Inc.
10.15.1 Company Overview
10.15.2 Recent Developments
10.16 Salesforce
10.16.1 Company Overview
10.16.2 Recent Developments
10.17 Amazon Inc.
10.17.1 Company Overview
10.18 SK Telecom
10.18.1 Company Overview
10.18.2 Recent Developments
10.19 motion.ai
10.19.1 Company Overview
10.20 PointGrab Ltd.
10.20.1 Company Overview
10.20.2 Recent Developments
10.21 Tellmeplus
10.21.1 Company Overview
10.22 SAS Institute Inc.
10.22.1 Company Overview
10.22.2 Recent Developments
10.23 AIBrian Inc.
10.23.1 Company Overview
10.23.2 Recent Developments
10.24 Brighterion Inc.
10.24.1 Company Overview
10.24.2 Recent Developments
10.25 General Vision Inc.
10.25.1 Company Overview
10.25.2 Recent Developments
10.26 Sentient Technologies Holdings Limited
10.26.1 Company Overview
10.26.2 Recent Developments
10.27 CloudMinds
10.27.1 Company Overview
10.27.2 Recent Developments
10.28 Tend.ai
10.28.1 Company Overview
10.28.2 Recent Developments
10.29 TensorFlow
10.29.1 Company Overview
10.29.2 Recent Developments
10.30 Infosys Nia
10.30.1 Company Overview
10.30.2 Recent Developments
10.31 Wipro HOLMES
10.31.1 Company Overview
10.31.2 Recent Developments
10.32 Premonition
10.32.1 Company Overview
10.32.2 Recent Developments
10.33 Rainbird
10.33.1 Company Overview
10.33.2 Recent Developments
10.34 Ayasdi
10.34.1 Company Overview
10.34.2 Recent Developments
10.35 MindMeld
10.35.1 Company Overview
10.35.2 Recent Developments
10.36 Vital AI
10.36.1 Company Overview
10.36.2 Recent Developments
10.37 KAI
10.37.1 Company Overview
10.37.2 Recent Developments
10.38 Receptiviti
10.38.1 Company Overview
10.38.2 Recent Developments
10.39 Meya
10.39.1 Company Overview
10.39.2 Recent Developments
10.40 DigitalGenius
10.40.1 Company Overview
10.40.2 Recent Developments
10.41 GoodAI
10.41.1 Company Overview
10.41.2 Recent Developments
10.42 Vicarious
10.42.1 Company Overview
10.43 Agent.ai
10.43.1 Company Overview
10.44 X.ai
10.44.1 Company Overview
10.44.2 Recent Developments
10.45 Zebra Medical Vision Inc.
10.45.1 Company Overview
10.45.2 Recent Developments
10.46 Fair Isaac Corporation
10.46.1 Company Overview
10.46.2 Recent Developments
10.47 Bigml Inc.
10.47.1 Company Overview
10.47.2 Recent Developments
10.48 AT&T Speech API
10.48.1 Company Overview
10.48.2 Recent Developments
10.49 Wit.ai
10.49.1 Company Overview
10.49.2 Recent Developments
10.50 Diffbot
10.50.1 Company Overview
10.50.2 Recent Developments

11. Summary and Recommendations
12. 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 2020 - 2025
Figure 17: Artificial Intelligence by Sub-category 2020 - 2025
Figure 18: Artificial Intelligence in Regional Markets 2020 - 2025
Figure 19: Artificial Intelligence Market by Application 2020 - 2025
Figure 20: Artificial Intelligence Market for Predictive Analysis and Forecasting 2020 - 2025
Figure 21: AI Market for Marketing and Business Decision Making 2020 - 2025
Figure 22: AI Market for Fraud Detection and Classification 2020 - 2025
Figure 23: Artificial Intelligence Market for Workplace Automation 2020 - 2025
Figure 24: Artificial Intelligence Market by Industry Verticals 2020 - 2025
Figure 25: AI Market for Internet Services and Products 2020 - 2025
Figure 26: Artificial Intelligence Market for Telecommunications 2020 - 2025
Figure 27: Artificial Intelligence Market for Medical and Bioinformatics 2020 - 2025
Figure 28: Artificial Intelligence Market for Financial Services 2020 - 2025
Figure 29: AI Market for Manufacturing and Heavy Industries 2020 - 2025
Figure 30: AI Market by Product Segment 2020 - 2025
Figure 31: Markets for Artificial Intelligence by Segment 2020 - 2025
Figure 32: Market for AI Algorithms in Data Mining 2020 - 2025
Figure 33: Market for AI Algorithms in Machine Perception Technology 2020 - 2025
Figure 34: Market for AI Algorithms in Pattern Recognition Technology 2020 - 2025
Figure 35: Market for AI Algorithms in Intelligent Decision Support Systems Technology 2020 - 2025
Figure 36: Market for AI Algorithms in Natural Language Processing Technology 2020 - 2025

Tables

Table 1: Artificial Intelligence Market 2020 - 2025
Table 2: Artificial Intelligence by Machine Learning and Cognitive Computing 2020 - 2025
Table 3: Regional Markets for Artificial Intelligence 2020 - 2025
Table 4: Artificial Intelligence Market by Application Area 2020 - 2025
Table 5: Artificial Intelligence Market for Predictive Analysis and Forecasting 2020 - 2025
Table 6: AI Markets for Marketing and Business Decision Making 2020 - 2025
Table 7: Artificial Intelligence Market for Fraud Detection and Classification 2020 - 2025
Table 8: Artificial Intelligence Market for Workplace Automation 2020 - 2025
Table 9: Artificial Intelligence Market by Industry Verticals 2020 - 2025
Table 10: Artificial Intelligence Market for the Internet Services and Products 2020 - 2025
Table 11: Market for AI in the Internet Services and Products by Application 2020 - 2025
Table 12: Regional Market for AI in Internet Services 2020 - 2025
Table 13: Artificial Intelligence Market for Telecommunications 2020 - 2025
Table 14: Market for AI in Telecommunications by Application 2020 - 2025
Table 15: Regional Market for AI in Telecommunications 2020 - 2025
Table 16: Artificial Intelligence Market for Medical and Bioinformatics 2020 - 2025
Table 17: Market for AI in Medical and Bioinformatics by Application 2020 - 2025
Table 18: Regional Markets for AI in Medical and Bioinformatics 2020? 2027
Table 19: Artificial Intelligence Market for Financial Services 2020 - 2025
Table 20: Markets for AI in Financial Services by Application 2020 - 2025
Table 21: Regional Market for AI in Financial Services 2020 - 2025
Table 22: Artificial Intelligence Market for Manufacturing and Heavy Industries 2020 - 2025
Table 23: Market for AI in Manufacturing and Heavy Industries by Application 2020 - 2025
Table 24: Regional Market for AI in Manufacturing and Heavy Industries 2020 - 2025
Table 25: AI Market Product Segment 2020 - 2025
Table 26: Markets for AI Algorithms in Select Technologies 2020 - 2025
Table 27: Market for AI Algorithms in Data Mining Technology 2020 - 2025
Table 28: Market for AI Algorithms in Machine Perception Technology 2020 - 2025
Table 29: Market for AI Algorithms in Pattern Recognition Technology 2020 - 2025
Table 30: Market for AI Algorithms in Intelligent Decision Support Systems Technology 2020 - 2025
Table 31: Market for AI Algorithms in Natural Language Processing Technology 2020 - 2025
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