AIoTプラットフォーム市場:オファリング(ソリューション(デバイス管理、アプリケーション管理、コネクティビティ管理)、サービス)、バーティカル(製造、ヘルスケア、小売)、地域別 - 2028年までの世界予測AIoT Platforms Market by Offering (Solutions (Device Management, Application Management, Connectivity Management) and Services), Vertical (Manufacturing, Healthcare, Retail) and Region - Global Forecast to 2028 AIoTプラットフォーム市場は、2023年に50億米ドルと推定され、2023年から2028年にかけて37.7%のCAGRで、2028年までに249億米ドルに達すると予測されています。エコシステムには様々な主要プレーヤーが存在するた... もっと見る
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サマリーAIoTプラットフォーム市場は、2023年に50億米ドルと推定され、2023年から2028年にかけて37.7%のCAGRで、2028年までに249億米ドルに達すると予測されています。エコシステムには様々な主要プレーヤーが存在するため、競争的で多様な市場が形成されています。スマートシティの確立に向けた政府の取り組みが、今後AIoTプラットフォーム市場の採用を促進すると予想されます。"ソリューション別では、デバイス管理分野が予測期間中に最大の市場規模を維持する" デバイス管理プラットフォームは、組織で使用される豊富なデバイスを管理、追跡、保護、維持することを支援します。また、デバイスのコンテンツや構成を管理し、ポリシーやコンプライアンス管理も支援します。デバイス管理プラットフォームのポリシーとコンプライアンス管理機能は、必要なセキュリティレベルを確保するために、使用するデバイスに企業ポリシーを適用することを支援します。デバイス管理プラットフォームの設定管理機能は、新しいデバイスをシステムに設定し、システムを定期的に監視することを支援します。2022年6月、SmartCowは、エッジAIシステムを集中管理し、導入を簡素化するためのAIoTデバイス管理プラットフォーム「FleetTrackr」を発表しました。このプラットフォームにより、管理者は何千ものデバイスを安全かつ完全にプロビジョニング、管理、チェックオン、アップグレードすることができます。 サービス別では、サポート・保守サービスが予測期間中に最も速い成長率を記録すると予想されています。 サポートおよびメンテナンスサービスには、インストールされたソフトウェアに提供される支援が含まれます。これらのサービスは、ベンダーだけでなく、サードパーティのサービスプロバイダーによって提供され、クライアントがAIベースのIoTエコシステムを実装後にアップグレードし、維持するのを容易にします。サポートとメンテナンスには、AIoTプラットフォームのアップグレードの提供や、製品の問題解決のためのサポートなどが含まれます。AIoTの導入数の増加に伴い、サポート・保守サービスの需要も増加すると予想されます。GEやPTCなどのベンダーは、同市場において企業向けにサポートサービスを提供しています。 "予測期間中、アジア太平洋地域が最も高い成長率を記録する" アジア太平洋地域は、中国、日本、インドなど、急速な技術発展を遂げている国々で構成されています。また、アジア太平洋地域には、急速な都市化が進む発展途上国もあります。このことは、AIoTプラットフォームベンダーに大きなビジネスチャンスをもたらすと同時に、持続可能な開発に対する重大な課題となっている。交通・モビリティ、エネルギー・公益事業、ヘルスケア・ライフサイエンスなどの分野では、この地域で最も高い割合でAIoTプラットフォームやソフトウェアソリューション、サービスが採用されると予想されます。 予備選の内訳 本調査には、ソリューションベンダーからTier1企業まで、様々な業界専門家による知見が含まれています。プライマリーの内訳は以下の通りです: - 企業タイプ別:Tier1:35%、Tier2:40%、Tier3:25%。 - 役職別Cレベル -35%、Dレベル -25%、その他 -40 - 地域別では北米-30%、欧州-35%、アジア太平洋-25%、中東-5%、中南米-5%。 AIoTプラットフォーム市場の主要プレーヤーは、IBM(米国)、シャープグローバル(日本)、Google(米国)、AWS(米国)、Microsoft(米国)、Oracle(米国)、HPE(米国)、Cisco(米国)、Intel(米国)、Tencent Cloud(中国)、NXP(オランダ)、SAS(米国)、日立(日本)、SAP(ドイツ)、AxiomTek(台湾)、Autoplant Systems India Pvt.Ltd.(インド)、Williot(イスラエル)、Cognosos(米国)、Relayr(米国)、Terminus Group(中国)、Semifive(韓国)、Uptake(シカゴ)、Falkonry(米国)、Sightmachine(米国)です。これらのプレイヤーは、AIoTプラットフォーム市場における足跡を拡大するために、パートナーシップ、契約・提携、新製品の発売や製品の強化、買収など、さまざまな成長戦略を採っています。 調査対象 この調査レポートは、さまざまなセグメントにわたるAIoTプラットフォーム市場規模を調査しています。提供物(ソリューション、サービス)、垂直、地域などの異なるセグメントにおける市場規模および成長の可能性を推定することを目的としています。本調査ではさらに、主要な市場プレイヤーの詳細な競合分析を、会社概要、製品および事業の提供、最近の開発、市場戦略に関連する主要な見解とともに掲載しています。 本レポートを購入する主なメリット 本レポートは、世界のAIoTプラットフォーム市場とそのサブセグメントにおける収益数の最も近い近似値に関する情報を提供し、市場のリーダー/新規参入者の助けとなります。本レポートは、関係者が競争環境を理解し、より多くの洞察を得て、自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するのに役立ちます。さらに、本レポートは、関係者が市場の脈を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供するためのインサイトを提供することになります。 本レポートは、以下のポイントに関する洞察を提供します: AIoTプラットフォーム市場の成長に影響を与える主要な促進要因(エッジコンピューティングを搭載したモノの人工知能、iotプロジェクトにおけるaiベースのソリューションの統合、メンテナンスコストとダウンタイムの削減)、抑制要因(熟練労働者の不足、セキュリティと互換性の問題)、機会(リアルタイムな運用の意思決定、iotへの投資の増加)、課題(データセキュリティとプライバシー問題、メンテナンスとアップデート問題)の分析。製品開発/イノベーション:AIoTプラットフォーム市場における今後の技術、研究開発活動、新製品・サービス投入に関する詳細なインサイトを提供します。市場開発:有利な市場に関する包括的な情報 - 本レポートでは、さまざまな地域のAIoTプラットフォーム市場を分析しています。 市場の多様化:AIoTプラットフォーム市場における新製品・サービス、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。競争力のある評価:IBM(米国)、シャープグローバル(日本)、Google(米国)、AWS(米国)、Microsoft(米国)、Oracle(米国)、HPE(米国)、Cisco(米国)、Intel(米国)、Tencent Cloud(中国)、NXP(オランダ)、SAS(米国)、日立(日本)、SAP(ドイツ)、AxiomTek(台湾)、Autoplant Systems India Pvt.Ltd. (米国)などの大手企業の市場シェア、成長戦略とサービス提供の詳細評価(インド)、Williot(イスラエル)、Cognosos(米国)、Relayr(米国)、Terminus Group(中国)、Semifive(韓国)、Uptake(シカゴ)、Falkonry(米国)、Sightmachine(米国)です。 目次1 INTRODUCTION 361.1 STUDY OBJECTIVES 36 1.2 MARKET DEFINITION 36 1.3 STUDY SCOPE 37 1.3.1 MARKET SEGMENTATION 37 1.3.2 REGIONS COVERED 37 1.3.3 INCLUSIONS & EXCLUSIONS 38 1.4 YEARS CONSIDERED 38 1.5 CURRENCY CONSIDERED 38 TABLE 1 USD EXCHANGE RATES, 2020–2022 38 1.6 STAKEHOLDERS 39 1.7 RECESSION IMPACT 39 2 RESEARCH METHODOLOGY 40 2.1 RESEARCH DATA 40 FIGURE 1 RESEARCH DESIGN 40 FIGURE 2 RESEARCH METHODOLOGY 41 2.1.1 SECONDARY DATA 41 2.1.1.1 Secondary sources 42 2.1.2 PRIMARY DATA 42 2.1.2.1 Primary interviews with experts 42 2.1.2.2 Key participants 42 2.1.2.3 Breakdown of primary profiles 43 2.1.2.4 Primary sources 43 2.1.2.5 Key industry insights 44 2.2 MARKET SIZE ESTIMATION 44 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN AND BOTTOM-UP APPROACHES 45 2.2.1 TOP-DOWN APPROACH 45 2.2.2 BOTTOM-UP APPROACH 45 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 46 FIGURE 4 DATA TRIANGULATION 46 TABLE 2 FACTOR ANALYSIS 47 2.4 RESEARCH ASSUMPTIONS 47 2.5 LIMITATIONS AND RISK ASSESSMENT 48 3 EXECUTIVE SUMMARY 49 FIGURE 5 AIOT PLATFORMS MARKET, 2023 VS. 2028 (USD MILLION) 49 FIGURE 6 AIOT PLATFORMS MARKET, REGIONAL SHARE, 2023 51 FIGURE 7 ASIA PACIFIC TO BE LUCRATIVE MARKET FOR INVESTMENTS DURING FORECAST PERIOD 52 4 PREMIUM INSIGHTS 53 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AIOT PLATFORMS MARKET 53 FIGURE 8 INTEGRATION OF AI-BASED SOLUTIONS IN IOT PROJECTS TO DRIVE AIOT PLATFORMS MARKET DURING FORECAST PERIOD 53 4.2 NORTH AMERICA: AIOT PLATFORMS MARKET, BY OFFERING & COUNTRY 53 FIGURE 9 SOLUTIONS SEGMENT AND US TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2023 53 4.3 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY OFFERING & KEY COUNTRIES 54 FIGURE 10 SOLUTIONS SEGMENT AND CHINA TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2023 54 5 MARKET OVERVIEW AND INDUSTRY TRENDS 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 11 AIOT PLATFORMS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55 5.2.1 DRIVERS 56 5.2.1.1 Rising need to develop effective distributed system architectures 56 5.2.1.2 High efficiency of AIoT devices 56 5.2.1.3 Reduced maintenance costs and downtime 56 5.2.2 RESTRAINTS 56 5.2.2.1 Shortage of skilled workforce in companies requiring expertise in AIoT 56 5.2.2.2 Absence of common AI and IoT technology standards 57 5.2.3 OPPORTUNITIES 57 5.2.3.1 Increased adoption of AIoT devices across sectors for real-time decision-making 57 5.2.3.2 Growing investments in IoT 57 5.2.4 CHALLENGES 57 5.2.4.1 High volume of data generated led to data security and privacy issues 57 5.2.4.2 Constant need to update and upgrade AIoT software solutions 58 5.3 INDUSTRY TRENDS 58 5.3.1 CUMULATIVE GROWTH ANALYSIS 58 5.3.2 VALUE CHAIN ANALYSIS 58 FIGURE 12 VALUE CHAIN ANALYSIS 58 5.3.3 ECOSYSTEM ANALYSIS 59 TABLE 3 ECOSYSTEM ANALYSIS 59 5.3.4 PORTER’S FIVE FORCES ANALYSIS 60 TABLE 4 PORTER’S FIVE FORCES ANALYSIS 60 5.3.4.1 Threat from new entrants 60 5.3.4.2 Threat from substitutes 60 5.3.4.3 Bargaining power of suppliers 60 5.3.4.4 Bargaining power of buyers 60 5.3.4.5 Intensity of competitive rivalry 60 5.3.5 KEY STAKEHOLDERS AND BUYING CRITERIA 61 5.3.5.1 Key stakeholders in buying process 61 FIGURE 13 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 61 TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 61 5.3.5.2 Buying criteria 61 FIGURE 14 KEY BUYING CRITERIA FOR TOP THREE END USERS 61 TABLE 6 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 62 5.3.6 TECHNOLOGY ANALYSIS 62 5.3.6.1 Introduction 62 5.3.6.2 Artificial Intelligence & Internet of Things 62 5.3.6.3 Industrial Internet of Things (IIoT) 62 5.3.6.4 Autonomous Things (AuT) 62 5.3.7 TRENDS AND DISRUPTIONS IMPACTING BUYERS 63 FIGURE 15 REVENUE SHIFT FOR AIOT PLATFORMS MARKET 63 5.3.8 PATENT ANALYSIS 63 5.3.8.1 Methodology 63 5.3.8.2 Document type 63 TABLE 7 PATENTS FILED, 2020–2023 63 5.3.8.3 Innovation and patent applications 64 FIGURE 16 NUMBER OF PATENTS GRANTED, 2020–2023 64 5.3.8.4 Top applicants 64 FIGURE 17 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 64 5.3.9 PRICING ANALYSIS 65 TABLE 8 AVERAGE SELLING PRICING MODEL 65 5.3.10 CASE STUDY ANALYSIS 65 5.3.10.1 Case study 1: SUEZ improved its production quality control with AI and IoT solutions 65 5.3.10.2 Case study 2: US-based global manufacturer of professional factory grade systems used Orion’s AIoT solutions to track system anomalies 66 5.3.10.3 Case study 3: Alibaba Cloud’s ET City Brain solution helped city administrators in Hangzhou analyze traffic data 66 TABLE 9 KEY CONFERENCES & EVENTS, 2022–2023 67 5.3.11 TARIFF AND REGULATORY IMPACT 67 5.3.11.1 General Data Protection Regulation 67 5.3.11.2 Health Insurance Portability and Accountability Act 67 5.3.11.3 Federal Trade Commission 68 5.3.11.4 Federal Communications Commission 68 5.3.11.5 International Organization for Standardization/International Electrotechnical Commission Standards 68 5.3.11.5.1 ISO/ICE JTC 1 68 5.3.11.5.2 ISO/IEC JTC 1/SC 42 68 5.3.11.5.3 ISO/IEC JTC1/SC3 1 68 5.3.11.5.4 ISO/IEC JTC1/SC2 7 69 5.3.12 EUROPEAN COMMITTEE FOR STANDARDIZATION 69 5.3.12.1 CEN/CENELEC 69 5.3.13 NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY 69 5.3.14 EU EPRIVACY REGULATION 69 6 AIOT PLATFORMS MARKET, BY OFFERING 70 6.1 INTRODUCTION 71 FIGURE 18 SERVICES SEGMENT TO WITNESS HIGHER GROWTH DURING FORECAST PERIOD 71 6.1.1 OFFERINGS: AIOT PLATFORMS MARKET DRIVERS 71 TABLE 10 AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 71 TABLE 11 AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 72 6.2 SOLUTIONS 72 FIGURE 19 APPLICATION MANAGEMENT SEGMENT TO ACHIEVE HIGHEST CAGR BY 2028 72 TABLE 12 AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 73 TABLE 13 AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 73 TABLE 14 SOLUTIONS: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 73 TABLE 15 SOLUTIONS: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 73 6.2.1 DEVICE MANAGEMENT 74 6.2.1.1 Growing need for AIoT platforms to manage information 74 TABLE 16 DEVICE MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 74 TABLE 17 DEVICE MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 74 6.2.2 APPLICATION MANAGEMENT 75 6.2.2.1 Increasing adoption of AIoT solutions to design and manage applications 75 TABLE 18 APPLICATION MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 75 TABLE 19 APPLICATION MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 75 6.2.3 CONNECTIVITY MANAGEMENT 76 6.2.3.1 Growing use of AIoT solutions in managing many IoT devices simultaneously 76 TABLE 20 CONNECTIVITY MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 76 TABLE 21 CONNECTIVITY MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 76 6.3 SERVICES 77 FIGURE 20 MANAGED SERVICES SEGMENT TO ACHIEVE HIGHER GROWTH BY 2028 77 TABLE 22 AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 77 TABLE 23 AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 77 TABLE 24 SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 78 TABLE 25 SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 78 6.3.1 PROFESSIONAL SERVICES 78 FIGURE 21 SUPPORT AND MAINTENANCE SEGMENT TO ACHIEVE HIGHEST CAGR BY 2028 79 TABLE 26 AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 79 TABLE 27 AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 79 TABLE 28 PROFESSIONAL SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 80 TABLE 29 PROFESSIONAL SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 80 6.3.1.1 Deployment and integration 80 6.3.1.1.1 Rising adoption of deployment and integration solutions for managing workflows 80 TABLE 30 DEPLOYMENT AND INTEGRATION: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 81 TABLE 31 DEPLOYMENT AND INTEGRATION: AIOT PLATFORMS MARKETS, BY REGION, 2023–2028 (USD MILLION) 81 6.3.1.2 Support and maintenance 81 6.3.1.2.1 Use of AIoT platforms for inspection, repair, and replacement of systems 81 TABLE 32 SUPPORT AND MAINTENANCE: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 82 TABLE 33 SUPPORT AND MAINTENANCE: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 82 6.3.1.3 Training and consulting 82 6.3.1.3.1 Use of AIoT in training and consulting services to help clients achieve robust business mechanisms 82 TABLE 34 TRAINING AND CONSULTING: AIOT PLATFORMS, BY REGION, 2017–2022 (USD MILLION) 83 TABLE 35 TRAINING AND CONSULTING: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 83 6.3.2 MANAGED SERVICES 83 6.3.2.1 Increased adoption of outsourced managed services in AIoT ecosystem 83 TABLE 36 MANAGED SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 84 TABLE 37 MANAGED SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 84 7 AIOT PLATFORMS MARKET, BY VERTICAL 85 7.1 INTRODUCTION 86 FIGURE 22 TRANSPORTATION & LOGISTICS SEGMENT TO ACHIEVE HIGHEST CAGR DURING FORECAST PERIOD 86 7.1.1 VERTICALS: AIOT PLATFORMS MARKET DRIVERS 86 TABLE 38 AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 87 TABLE 39 AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 87 7.2 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 87 TABLE 40 BFSI: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 88 TABLE 41 BFSI: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 88 7.2.1 FRAUD AND RISK MANAGEMENT 88 7.2.1.1 Rising adoption of AIoT solutions for handling huge amounts of critical data 88 7.2.2 INVESTMENT PREDICTION 88 7.2.2.1 AI-powered services facilitate effective investment decisions 88 7.2.3 PAYMENT TRANSACTION SECURITY 89 7.2.3.1 Rising use of AIoT to protect sensitive customer data 89 7.2.4 OTHERS 89 7.3 MANUFACTURING 89 TABLE 42 MANUFACTURING: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 90 TABLE 43 MANUFACTURING: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 90 7.3.1 PREDICTIVE MAINTENANCE 90 7.3.1.1 Growing use of AIoT in monitoring machines in manufacturing centers 90 7.3.2 PROCESS OPTIMIZATION 91 7.3.2.1 Growing urgency to automate production processes to boost use of AIoT 91 7.3.3 SUPPLY CHAIN MANAGEMENT 91 7.3.3.1 Enhanced supply chain management guaranteed through use of AIoT and big data analytics 91 7.3.4 OTHERS 91 7.4 HEALTHCARE 92 TABLE 44 HEALTHCARE: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 92 TABLE 45 HEALTHCARE: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 92 7.4.1 REMOTE PATIENT MONITORING 93 7.4.1.1 Growing adoption of AI-infused software for real-time monitoring of patient health conditions 93 7.4.2 PERSONALIZED TREATMENT 93 7.4.2.1 AIoT solutions to help doctors personalize treatment 93 7.4.3 CLINICAL APPS 93 7.4.3.1 Growing need for AIoT services for effective diagnosis and treatment 93 7.4.4 OTHERS 93 7.5 ENERGY & UTILITIES 94 TABLE 46 ENERGY & UTILITIES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 94 TABLE 47 ENERGY & UTILITIES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 94 7.5.1 REAL-TIME ENERGY MONITORING IN RETAIL, RESIDENTIAL, AND COMMERCIAL SPACES 95 7.5.1.1 Increasing use of AIoT platforms for real-time energy monitoring 95 7.5.2 SMART GRID MANAGEMENT 95 7.5.2.1 Adoption of AIoT solutions to build intelligent utility grids 95 7.5.3 POWER USAGE ANALYTICS 95 7.5.3.1 AIoT platforms enable organizations in power sector offer personalized customer service 95 7.5.4 OTHERS 95 7.6 RETAIL 96 TABLE 48 RETAIL: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 96 TABLE 49 RETAIL: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 96 7.6.1 SMART STORES 97 7.6.1.1 Growing need to enhance customer experience in smart stores to fuel adoption of AI technology 97 7.6.2 INVENTORY PLANNING 97 7.6.2.1 AIoT enables retailers analyze trends and predict sales 97 7.6.3 UPSELLING AND CROSS-CHANNEL MARKETING 97 7.6.3.1 Active use of AI technology in promotional activities 97 7.6.4 OTHERS 97 7.7 TRANSPORTATION & LOGISTICS 98 TABLE 50 TRANSPORTATION & LOGISTICS: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 98 TABLE 51 TRANSPORTATION & LOGISTICS: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 99 7.7.1 CONNECTED VEHICLES 99 7.7.1.1 Growing technological advancements in AI and IoT paving way for connected vehicles 99 7.7.2 FLEET MANAGEMENT 99 7.7.2.1 Increasing adoption of AI-infused fleet management systems for personalized driving experience 99 7.7.3 ASSET TRACKING AND PERFORMANCE MANAGEMENT 100 7.7.3.1 Growing need for AIoT solutions to reduce operating costs in transportation sector 100 7.7.4 OTHERS 100 7.8 OTHER VERTICALS 100 TABLE 52 OTHER VERTICALS: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 101 TABLE 53 OTHER VERTICALS: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 101 8 AIOT PLATFORMS MARKET, BY REGION 102 8.1 INTRODUCTION 103 FIGURE 23 NORTH AMERICA TO LEAD MARKET DURING FORECAST PERIOD 103 FIGURE 24 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 103 TABLE 54 AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 104 TABLE 55 AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 104 8.2 NORTH AMERICA 104 8.2.1 NORTH AMERICA: RECESSION IMPACT 105 FIGURE 25 NORTH AMERICA: MARKET SNAPSHOT 105 TABLE 56 NORTH AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 106 TABLE 57 NORTH AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 106 TABLE 58 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 106 TABLE 59 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 106 TABLE 60 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 106 TABLE 61 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 107 TABLE 62 NORTH AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 107 TABLE 63 NORTH AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 107 TABLE 64 NORTH AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 108 TABLE 65 NORTH AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 108 TABLE 66 NORTH AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 108 TABLE 67 NORTH AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 108 8.2.2 US 109 8.2.2.1 Rising inclination toward innovation and state-of-the-art infrastructure 109 TABLE 68 US: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 109 TABLE 69 US: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 109 TABLE 70 US: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 109 TABLE 71 US: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 110 TABLE 72 US: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 110 TABLE 73 US: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 110 TABLE 74 US: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 110 TABLE 75 US: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 111 TABLE 76 US: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 111 TABLE 77 US: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 111 8.2.3 CANADA 112 8.2.3.1 Active funding in research and development by government to drive adoption of AIoT 112 8.3 EUROPE 112 8.3.1 RECESSION IMPACT: EUROPE 112 TABLE 78 EUROPE: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 113 TABLE 79 EUROPE: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 113 TABLE 80 EUROPE: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 113 TABLE 81 EUROPE: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 113 TABLE 82 EUROPE: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 113 TABLE 83 EUROPE: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 114 TABLE 84 EUROPE: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 114 TABLE 85 EUROPE: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 114 TABLE 86 EUROPE: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 115 TABLE 87 EUROPE: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 115 TABLE 88 EUROPE: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 115 TABLE 89 EUROPE: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 116 8.3.2 UK 116 8.3.2.1 Increasing adoption of AI-powered solutions in healthcare sector 116 TABLE 90 UK: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 116 TABLE 91 UK: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 116 TABLE 92 UK: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 117 TABLE 93 UK: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 117 TABLE 94 UK: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 117 TABLE 95 UK: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 117 TABLE 96 UK: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 118 TABLE 97 UK: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 118 TABLE 98 UK: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 118 TABLE 99 UK: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 119 8.3.3 GERMANY 119 8.3.3.1 Increased use of AIoT solutions for optimizing industrial systems 119 TABLE 100 GERMANY: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 119 TABLE 101 GERMANY: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 120 TABLE 102 GERMANY: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 120 TABLE 103 GERMANY: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 120 TABLE 104 GERMANY: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 120 TABLE 105 GERMANY: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 121 TABLE 106 GERMANY: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 121 TABLE 107 GERMANY: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 121 TABLE 108 GERMANY: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 121 TABLE 109 GERMANY: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 122 8.3.4 FRANCE 122 8.3.4.1 Rise in investments by global players to boost country’s technological sector 122 8.3.5 SPAIN 122 8.3.5.1 Growth in initiatives to drive innovations in AIoT 122 8.3.6 ITALY 123 8.3.6.1 Rising demand for predictive maintenance and need for robust supply chain management 123 8.3.7 NORDICS 123 8.3.7.1 Environmental concerns to drive adoption of AIoT solutions 123 8.3.8 REST OF EUROPE 123 8.4 ASIA PACIFIC 124 8.4.1 RECESSION IMPACT: ASIA PACIFIC 124 FIGURE 26 ASIA PACIFIC: MARKET SNAPSHOT 125 TABLE 110 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 125 TABLE 111 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 126 TABLE 112 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 126 TABLE 113 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 126 TABLE 114 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 126 TABLE 115 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 127 TABLE 116 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 127 TABLE 117 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 127 TABLE 118 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 128 TABLE 119 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 128 TABLE 120 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 128 TABLE 121 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 129 8.4.2 CHINA 129 8.4.2.1 Active involvement of global players in promoting use of AIoT 129 TABLE 122 CHINA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 129 TABLE 123 CHINA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 130 TABLE 124 CHINA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 130 TABLE 125 CHINA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 130 TABLE 126 CHINA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 130 TABLE 127 CHINA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 131 TABLE 128 CHINA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 131 TABLE 129 CHINA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 131 TABLE 130 CHINA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 132 TABLE 131 CHINA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 132 8.4.3 JAPAN 132 8.4.3.1 Enterprises to realize opportunities in sensor-to-edge and edge-to-core AIoT platforms 132 TABLE 132 JAPAN: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 133 TABLE 133 JAPAN: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 133 TABLE 134 JAPAN: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 133 TABLE 135 JAPAN: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 133 TABLE 136 JAPAN: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 134 TABLE 137 JAPAN: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 134 TABLE 138 JAPAN: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 134 TABLE 139 JAPAN: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 134 TABLE 140 JAPAN: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 135 TABLE 141 JAPAN: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 135 8.4.4 INDIA 135 8.4.4.1 Extensive deployment of AIoT solutions in farming sector 135 TABLE 142 INDIA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 136 TABLE 143 INDIA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 136 TABLE 144 INDIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 136 TABLE 145 INDIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 136 TABLE 146 INDIA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 137 TABLE 147 INDIA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 137 TABLE 148 INDIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 137 TABLE 149 INDIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 137 TABLE 150 INDIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 138 TABLE 151 INDIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 138 8.4.5 AUSTRALIA & NEW ZEALAND 138 8.4.5.1 Presence of skilled engineers and data scientists with abilities to create cutting-edge AIoT solutions 138 8.4.6 SOUTHEAST ASIA 139 8.4.6.1 Rising need for smart solutions and emphasis on Industry 4.0 projects 139 8.4.7 REST OF ASIA PACIFIC 139 8.5 MIDDLE EAST & AFRICA 139 8.5.1 RECESSION IMPACT: MIDDLE EAST & AFRICA 139 TABLE 152 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 140 TABLE 153 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 140 TABLE 154 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 140 TABLE 155 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 140 TABLE 156 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 141 TABLE 157 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 141 TABLE 158 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 141 TABLE 159 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 141 TABLE 160 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 142 TABLE 161 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 142 TABLE 162 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 142 TABLE 163 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 143 8.5.2 MIDDLE EAST 143 8.5.2.1 Increasing investments in data center infrastructures and growth in number of startups 143 8.5.2.2 Saudi Arabia 143 TABLE 164 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 143 TABLE 165 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 144 TABLE 166 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 144 TABLE 167 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 144 TABLE 168 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 144 TABLE 169 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 145 TABLE 170 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 145 TABLE 171 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 145 TABLE 172 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 146 TABLE 173 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 146 8.5.2.3 UAE 146 8.5.2.4 Israel 146 8.5.3 AFRICA 147 8.5.3.1 Rising collaboration between startups and key players to promote use of AIoT solutions 147 8.5.3.2 South Africa 147 TABLE 174 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 147 TABLE 175 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 147 TABLE 176 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 148 TABLE 177 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 148 TABLE 178 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 148 TABLE 179 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 148 TABLE 180 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 149 TABLE 181 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 149 TABLE 182 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 149 TABLE 183 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 150 8.5.4 REST OF MIDDLE EAST & AFRICA 150 8.6 LATIN AMERICA 150 8.6.1 RECESSION IMPACT: LATIN AMERICA 151 TABLE 184 LATIN AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 151 TABLE 185 LATIN AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 151 TABLE 186 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 151 TABLE 187 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 152 TABLE 188 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 152 TABLE 189 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 152 TABLE 190 LATIN AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 152 TABLE 191 LATIN AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 153 TABLE 192 LATIN AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 153 TABLE 193 LATIN AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 153 TABLE 194 LATIN AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 154 TABLE 195 LATIN AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 154 8.6.2 BRAZIL 154 8.6.2.1 Government initiatives to support growth of AIoT 154 TABLE 196 BRAZIL: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 154 TABLE 197 BRAZIL: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 155 TABLE 198 BRAZIL: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 155 TABLE 199 BRAZIL: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 155 TABLE 200 BRAZIL: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 155 TABLE 201 BRAZIL: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 156 TABLE 202 BRAZIL: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 156 TABLE 203 BRAZIL: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 156 TABLE 204 BRAZIL: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 157 TABLE 205 BRAZIL: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 157 8.6.3 MEXICO 157 8.6.3.1 Need for enhanced connectivity in business processes 157 8.6.4 REST OF LATIN AMERICA 158 9 COMPETITIVE LANDSCAPE 159 9.1 OVERVIEW 159 9.2 STRATEGIES ADOPTED BY KEY PLAYERS 159 TABLE 206 STRATEGIES ADOPTED BY KEY PLAYERS 159 9.3 MARKET SHARE ANALYSIS 160 TABLE 207 AIOT PLATFORMS MARKET: INTENSITY OF COMPETITIVE RIVALRY 160 9.4 HISTORICAL REVENUE ANALYSIS 160 FIGURE 27 HISTORICAL REVENUE ANALYSIS FOR KEY PLAYERS, 2018–2022 (USD MILLION) 161 9.5 MARKET RANKING OF KEY PLAYERS 161 FIGURE 28 MARKET RANKING OF KEY PLAYERS, 2023 161 9.6 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS, 2023 161 FIGURE 29 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS: CRITERIA WEIGHTAGE 162 9.6.1 STARS 162 9.6.2 EMERGING LEADERS 162 9.6.3 PERVASIVE PLAYERS 162 9.6.4 PARTICIPANTS 163 FIGURE 30 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS, 2023 163 9.7 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES, 2023 164 FIGURE 31 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES: CRITERIA WEIGHTAGE 164 9.7.1 PROGRESSIVE COMPANIES 164 9.7.2 RESPONSIVE COMPANIES 164 9.7.3 DYNAMIC COMPANIES 164 9.7.4 STARTING BLOCKS 164 FIGURE 32 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES, 2023 165 9.8 COMPETITIVE BENCHMARKING 165 TABLE 208 PRODUCT FOOTPRINT WEIGHTAGE 165 TABLE 209 LIST OF STARTUPS/SMES 166 TABLE 210 COMPETITIVE BENCHMARKING FOR STARTUPS/SMES (BY OFFERING, KEY VERTICALS, AND REGION) 166 TABLE 211 COMPETITIVE BENCHMARKING FOR KEY PLAYERS (BY OFFERING, KEY VERTICALS, AND REGION) 167 9.9 COMPETITIVE SCENARIO 168 9.9.1 PRODUCT LAUNCHES 168 TABLE 212 PRODUCT LAUNCHES, 2020–2022 168 9.9.2 DEALS 170 TABLE 213 DEALS, 2020–2022 170
SummaryThe AIoT platforms market is estimated at USD 5.0 billion in 2023 and is projected to reach USD 24.9 billion by 2028, at a CAGR of 37.7% from 2023 to 2028. The presence of various key players in the ecosystem has led to competitive and diverse market. Government initiatives to establish smart cities is expected to drive the adoption of the AIoT platforms market in the future. Table of Contents1 INTRODUCTION 361.1 STUDY OBJECTIVES 36 1.2 MARKET DEFINITION 36 1.3 STUDY SCOPE 37 1.3.1 MARKET SEGMENTATION 37 1.3.2 REGIONS COVERED 37 1.3.3 INCLUSIONS & EXCLUSIONS 38 1.4 YEARS CONSIDERED 38 1.5 CURRENCY CONSIDERED 38 TABLE 1 USD EXCHANGE RATES, 2020–2022 38 1.6 STAKEHOLDERS 39 1.7 RECESSION IMPACT 39 2 RESEARCH METHODOLOGY 40 2.1 RESEARCH DATA 40 FIGURE 1 RESEARCH DESIGN 40 FIGURE 2 RESEARCH METHODOLOGY 41 2.1.1 SECONDARY DATA 41 2.1.1.1 Secondary sources 42 2.1.2 PRIMARY DATA 42 2.1.2.1 Primary interviews with experts 42 2.1.2.2 Key participants 42 2.1.2.3 Breakdown of primary profiles 43 2.1.2.4 Primary sources 43 2.1.2.5 Key industry insights 44 2.2 MARKET SIZE ESTIMATION 44 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN AND BOTTOM-UP APPROACHES 45 2.2.1 TOP-DOWN APPROACH 45 2.2.2 BOTTOM-UP APPROACH 45 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 46 FIGURE 4 DATA TRIANGULATION 46 TABLE 2 FACTOR ANALYSIS 47 2.4 RESEARCH ASSUMPTIONS 47 2.5 LIMITATIONS AND RISK ASSESSMENT 48 3 EXECUTIVE SUMMARY 49 FIGURE 5 AIOT PLATFORMS MARKET, 2023 VS. 2028 (USD MILLION) 49 FIGURE 6 AIOT PLATFORMS MARKET, REGIONAL SHARE, 2023 51 FIGURE 7 ASIA PACIFIC TO BE LUCRATIVE MARKET FOR INVESTMENTS DURING FORECAST PERIOD 52 4 PREMIUM INSIGHTS 53 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AIOT PLATFORMS MARKET 53 FIGURE 8 INTEGRATION OF AI-BASED SOLUTIONS IN IOT PROJECTS TO DRIVE AIOT PLATFORMS MARKET DURING FORECAST PERIOD 53 4.2 NORTH AMERICA: AIOT PLATFORMS MARKET, BY OFFERING & COUNTRY 53 FIGURE 9 SOLUTIONS SEGMENT AND US TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2023 53 4.3 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY OFFERING & KEY COUNTRIES 54 FIGURE 10 SOLUTIONS SEGMENT AND CHINA TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2023 54 5 MARKET OVERVIEW AND INDUSTRY TRENDS 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 11 AIOT PLATFORMS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55 5.2.1 DRIVERS 56 5.2.1.1 Rising need to develop effective distributed system architectures 56 5.2.1.2 High efficiency of AIoT devices 56 5.2.1.3 Reduced maintenance costs and downtime 56 5.2.2 RESTRAINTS 56 5.2.2.1 Shortage of skilled workforce in companies requiring expertise in AIoT 56 5.2.2.2 Absence of common AI and IoT technology standards 57 5.2.3 OPPORTUNITIES 57 5.2.3.1 Increased adoption of AIoT devices across sectors for real-time decision-making 57 5.2.3.2 Growing investments in IoT 57 5.2.4 CHALLENGES 57 5.2.4.1 High volume of data generated led to data security and privacy issues 57 5.2.4.2 Constant need to update and upgrade AIoT software solutions 58 5.3 INDUSTRY TRENDS 58 5.3.1 CUMULATIVE GROWTH ANALYSIS 58 5.3.2 VALUE CHAIN ANALYSIS 58 FIGURE 12 VALUE CHAIN ANALYSIS 58 5.3.3 ECOSYSTEM ANALYSIS 59 TABLE 3 ECOSYSTEM ANALYSIS 59 5.3.4 PORTER’S FIVE FORCES ANALYSIS 60 TABLE 4 PORTER’S FIVE FORCES ANALYSIS 60 5.3.4.1 Threat from new entrants 60 5.3.4.2 Threat from substitutes 60 5.3.4.3 Bargaining power of suppliers 60 5.3.4.4 Bargaining power of buyers 60 5.3.4.5 Intensity of competitive rivalry 60 5.3.5 KEY STAKEHOLDERS AND BUYING CRITERIA 61 5.3.5.1 Key stakeholders in buying process 61 FIGURE 13 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 61 TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 61 5.3.5.2 Buying criteria 61 FIGURE 14 KEY BUYING CRITERIA FOR TOP THREE END USERS 61 TABLE 6 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 62 5.3.6 TECHNOLOGY ANALYSIS 62 5.3.6.1 Introduction 62 5.3.6.2 Artificial Intelligence & Internet of Things 62 5.3.6.3 Industrial Internet of Things (IIoT) 62 5.3.6.4 Autonomous Things (AuT) 62 5.3.7 TRENDS AND DISRUPTIONS IMPACTING BUYERS 63 FIGURE 15 REVENUE SHIFT FOR AIOT PLATFORMS MARKET 63 5.3.8 PATENT ANALYSIS 63 5.3.8.1 Methodology 63 5.3.8.2 Document type 63 TABLE 7 PATENTS FILED, 2020–2023 63 5.3.8.3 Innovation and patent applications 64 FIGURE 16 NUMBER OF PATENTS GRANTED, 2020–2023 64 5.3.8.4 Top applicants 64 FIGURE 17 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 64 5.3.9 PRICING ANALYSIS 65 TABLE 8 AVERAGE SELLING PRICING MODEL 65 5.3.10 CASE STUDY ANALYSIS 65 5.3.10.1 Case study 1: SUEZ improved its production quality control with AI and IoT solutions 65 5.3.10.2 Case study 2: US-based global manufacturer of professional factory grade systems used Orion’s AIoT solutions to track system anomalies 66 5.3.10.3 Case study 3: Alibaba Cloud’s ET City Brain solution helped city administrators in Hangzhou analyze traffic data 66 TABLE 9 KEY CONFERENCES & EVENTS, 2022–2023 67 5.3.11 TARIFF AND REGULATORY IMPACT 67 5.3.11.1 General Data Protection Regulation 67 5.3.11.2 Health Insurance Portability and Accountability Act 67 5.3.11.3 Federal Trade Commission 68 5.3.11.4 Federal Communications Commission 68 5.3.11.5 International Organization for Standardization/International Electrotechnical Commission Standards 68 5.3.11.5.1 ISO/ICE JTC 1 68 5.3.11.5.2 ISO/IEC JTC 1/SC 42 68 5.3.11.5.3 ISO/IEC JTC1/SC3 1 68 5.3.11.5.4 ISO/IEC JTC1/SC2 7 69 5.3.12 EUROPEAN COMMITTEE FOR STANDARDIZATION 69 5.3.12.1 CEN/CENELEC 69 5.3.13 NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY 69 5.3.14 EU EPRIVACY REGULATION 69 6 AIOT PLATFORMS MARKET, BY OFFERING 70 6.1 INTRODUCTION 71 FIGURE 18 SERVICES SEGMENT TO WITNESS HIGHER GROWTH DURING FORECAST PERIOD 71 6.1.1 OFFERINGS: AIOT PLATFORMS MARKET DRIVERS 71 TABLE 10 AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 71 TABLE 11 AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 72 6.2 SOLUTIONS 72 FIGURE 19 APPLICATION MANAGEMENT SEGMENT TO ACHIEVE HIGHEST CAGR BY 2028 72 TABLE 12 AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 73 TABLE 13 AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 73 TABLE 14 SOLUTIONS: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 73 TABLE 15 SOLUTIONS: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 73 6.2.1 DEVICE MANAGEMENT 74 6.2.1.1 Growing need for AIoT platforms to manage information 74 TABLE 16 DEVICE MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 74 TABLE 17 DEVICE MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 74 6.2.2 APPLICATION MANAGEMENT 75 6.2.2.1 Increasing adoption of AIoT solutions to design and manage applications 75 TABLE 18 APPLICATION MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 75 TABLE 19 APPLICATION MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 75 6.2.3 CONNECTIVITY MANAGEMENT 76 6.2.3.1 Growing use of AIoT solutions in managing many IoT devices simultaneously 76 TABLE 20 CONNECTIVITY MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 76 TABLE 21 CONNECTIVITY MANAGEMENT: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 76 6.3 SERVICES 77 FIGURE 20 MANAGED SERVICES SEGMENT TO ACHIEVE HIGHER GROWTH BY 2028 77 TABLE 22 AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 77 TABLE 23 AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 77 TABLE 24 SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 78 TABLE 25 SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 78 6.3.1 PROFESSIONAL SERVICES 78 FIGURE 21 SUPPORT AND MAINTENANCE SEGMENT TO ACHIEVE HIGHEST CAGR BY 2028 79 TABLE 26 AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 79 TABLE 27 AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 79 TABLE 28 PROFESSIONAL SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 80 TABLE 29 PROFESSIONAL SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 80 6.3.1.1 Deployment and integration 80 6.3.1.1.1 Rising adoption of deployment and integration solutions for managing workflows 80 TABLE 30 DEPLOYMENT AND INTEGRATION: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 81 TABLE 31 DEPLOYMENT AND INTEGRATION: AIOT PLATFORMS MARKETS, BY REGION, 2023–2028 (USD MILLION) 81 6.3.1.2 Support and maintenance 81 6.3.1.2.1 Use of AIoT platforms for inspection, repair, and replacement of systems 81 TABLE 32 SUPPORT AND MAINTENANCE: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 82 TABLE 33 SUPPORT AND MAINTENANCE: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 82 6.3.1.3 Training and consulting 82 6.3.1.3.1 Use of AIoT in training and consulting services to help clients achieve robust business mechanisms 82 TABLE 34 TRAINING AND CONSULTING: AIOT PLATFORMS, BY REGION, 2017–2022 (USD MILLION) 83 TABLE 35 TRAINING AND CONSULTING: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 83 6.3.2 MANAGED SERVICES 83 6.3.2.1 Increased adoption of outsourced managed services in AIoT ecosystem 83 TABLE 36 MANAGED SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 84 TABLE 37 MANAGED SERVICES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 84 7 AIOT PLATFORMS MARKET, BY VERTICAL 85 7.1 INTRODUCTION 86 FIGURE 22 TRANSPORTATION & LOGISTICS SEGMENT TO ACHIEVE HIGHEST CAGR DURING FORECAST PERIOD 86 7.1.1 VERTICALS: AIOT PLATFORMS MARKET DRIVERS 86 TABLE 38 AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 87 TABLE 39 AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 87 7.2 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 87 TABLE 40 BFSI: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 88 TABLE 41 BFSI: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 88 7.2.1 FRAUD AND RISK MANAGEMENT 88 7.2.1.1 Rising adoption of AIoT solutions for handling huge amounts of critical data 88 7.2.2 INVESTMENT PREDICTION 88 7.2.2.1 AI-powered services facilitate effective investment decisions 88 7.2.3 PAYMENT TRANSACTION SECURITY 89 7.2.3.1 Rising use of AIoT to protect sensitive customer data 89 7.2.4 OTHERS 89 7.3 MANUFACTURING 89 TABLE 42 MANUFACTURING: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 90 TABLE 43 MANUFACTURING: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 90 7.3.1 PREDICTIVE MAINTENANCE 90 7.3.1.1 Growing use of AIoT in monitoring machines in manufacturing centers 90 7.3.2 PROCESS OPTIMIZATION 91 7.3.2.1 Growing urgency to automate production processes to boost use of AIoT 91 7.3.3 SUPPLY CHAIN MANAGEMENT 91 7.3.3.1 Enhanced supply chain management guaranteed through use of AIoT and big data analytics 91 7.3.4 OTHERS 91 7.4 HEALTHCARE 92 TABLE 44 HEALTHCARE: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 92 TABLE 45 HEALTHCARE: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 92 7.4.1 REMOTE PATIENT MONITORING 93 7.4.1.1 Growing adoption of AI-infused software for real-time monitoring of patient health conditions 93 7.4.2 PERSONALIZED TREATMENT 93 7.4.2.1 AIoT solutions to help doctors personalize treatment 93 7.4.3 CLINICAL APPS 93 7.4.3.1 Growing need for AIoT services for effective diagnosis and treatment 93 7.4.4 OTHERS 93 7.5 ENERGY & UTILITIES 94 TABLE 46 ENERGY & UTILITIES: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 94 TABLE 47 ENERGY & UTILITIES: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 94 7.5.1 REAL-TIME ENERGY MONITORING IN RETAIL, RESIDENTIAL, AND COMMERCIAL SPACES 95 7.5.1.1 Increasing use of AIoT platforms for real-time energy monitoring 95 7.5.2 SMART GRID MANAGEMENT 95 7.5.2.1 Adoption of AIoT solutions to build intelligent utility grids 95 7.5.3 POWER USAGE ANALYTICS 95 7.5.3.1 AIoT platforms enable organizations in power sector offer personalized customer service 95 7.5.4 OTHERS 95 7.6 RETAIL 96 TABLE 48 RETAIL: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 96 TABLE 49 RETAIL: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 96 7.6.1 SMART STORES 97 7.6.1.1 Growing need to enhance customer experience in smart stores to fuel adoption of AI technology 97 7.6.2 INVENTORY PLANNING 97 7.6.2.1 AIoT enables retailers analyze trends and predict sales 97 7.6.3 UPSELLING AND CROSS-CHANNEL MARKETING 97 7.6.3.1 Active use of AI technology in promotional activities 97 7.6.4 OTHERS 97 7.7 TRANSPORTATION & LOGISTICS 98 TABLE 50 TRANSPORTATION & LOGISTICS: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 98 TABLE 51 TRANSPORTATION & LOGISTICS: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 99 7.7.1 CONNECTED VEHICLES 99 7.7.1.1 Growing technological advancements in AI and IoT paving way for connected vehicles 99 7.7.2 FLEET MANAGEMENT 99 7.7.2.1 Increasing adoption of AI-infused fleet management systems for personalized driving experience 99 7.7.3 ASSET TRACKING AND PERFORMANCE MANAGEMENT 100 7.7.3.1 Growing need for AIoT solutions to reduce operating costs in transportation sector 100 7.7.4 OTHERS 100 7.8 OTHER VERTICALS 100 TABLE 52 OTHER VERTICALS: AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 101 TABLE 53 OTHER VERTICALS: AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 101 8 AIOT PLATFORMS MARKET, BY REGION 102 8.1 INTRODUCTION 103 FIGURE 23 NORTH AMERICA TO LEAD MARKET DURING FORECAST PERIOD 103 FIGURE 24 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 103 TABLE 54 AIOT PLATFORMS MARKET, BY REGION, 2017–2022 (USD MILLION) 104 TABLE 55 AIOT PLATFORMS MARKET, BY REGION, 2023–2028 (USD MILLION) 104 8.2 NORTH AMERICA 104 8.2.1 NORTH AMERICA: RECESSION IMPACT 105 FIGURE 25 NORTH AMERICA: MARKET SNAPSHOT 105 TABLE 56 NORTH AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 106 TABLE 57 NORTH AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 106 TABLE 58 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 106 TABLE 59 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 106 TABLE 60 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 106 TABLE 61 NORTH AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 107 TABLE 62 NORTH AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 107 TABLE 63 NORTH AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 107 TABLE 64 NORTH AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 108 TABLE 65 NORTH AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 108 TABLE 66 NORTH AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 108 TABLE 67 NORTH AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 108 8.2.2 US 109 8.2.2.1 Rising inclination toward innovation and state-of-the-art infrastructure 109 TABLE 68 US: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 109 TABLE 69 US: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 109 TABLE 70 US: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 109 TABLE 71 US: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 110 TABLE 72 US: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 110 TABLE 73 US: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 110 TABLE 74 US: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 110 TABLE 75 US: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 111 TABLE 76 US: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 111 TABLE 77 US: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 111 8.2.3 CANADA 112 8.2.3.1 Active funding in research and development by government to drive adoption of AIoT 112 8.3 EUROPE 112 8.3.1 RECESSION IMPACT: EUROPE 112 TABLE 78 EUROPE: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 113 TABLE 79 EUROPE: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 113 TABLE 80 EUROPE: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 113 TABLE 81 EUROPE: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 113 TABLE 82 EUROPE: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 113 TABLE 83 EUROPE: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 114 TABLE 84 EUROPE: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 114 TABLE 85 EUROPE: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 114 TABLE 86 EUROPE: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 115 TABLE 87 EUROPE: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 115 TABLE 88 EUROPE: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 115 TABLE 89 EUROPE: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 116 8.3.2 UK 116 8.3.2.1 Increasing adoption of AI-powered solutions in healthcare sector 116 TABLE 90 UK: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 116 TABLE 91 UK: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 116 TABLE 92 UK: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 117 TABLE 93 UK: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 117 TABLE 94 UK: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 117 TABLE 95 UK: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 117 TABLE 96 UK: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 118 TABLE 97 UK: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 118 TABLE 98 UK: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 118 TABLE 99 UK: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 119 8.3.3 GERMANY 119 8.3.3.1 Increased use of AIoT solutions for optimizing industrial systems 119 TABLE 100 GERMANY: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 119 TABLE 101 GERMANY: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 120 TABLE 102 GERMANY: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 120 TABLE 103 GERMANY: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 120 TABLE 104 GERMANY: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 120 TABLE 105 GERMANY: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 121 TABLE 106 GERMANY: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 121 TABLE 107 GERMANY: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 121 TABLE 108 GERMANY: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 121 TABLE 109 GERMANY: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 122 8.3.4 FRANCE 122 8.3.4.1 Rise in investments by global players to boost country’s technological sector 122 8.3.5 SPAIN 122 8.3.5.1 Growth in initiatives to drive innovations in AIoT 122 8.3.6 ITALY 123 8.3.6.1 Rising demand for predictive maintenance and need for robust supply chain management 123 8.3.7 NORDICS 123 8.3.7.1 Environmental concerns to drive adoption of AIoT solutions 123 8.3.8 REST OF EUROPE 123 8.4 ASIA PACIFIC 124 8.4.1 RECESSION IMPACT: ASIA PACIFIC 124 FIGURE 26 ASIA PACIFIC: MARKET SNAPSHOT 125 TABLE 110 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 125 TABLE 111 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 126 TABLE 112 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 126 TABLE 113 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 126 TABLE 114 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 126 TABLE 115 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 127 TABLE 116 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 127 TABLE 117 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 127 TABLE 118 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 128 TABLE 119 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 128 TABLE 120 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 128 TABLE 121 ASIA PACIFIC: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 129 8.4.2 CHINA 129 8.4.2.1 Active involvement of global players in promoting use of AIoT 129 TABLE 122 CHINA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 129 TABLE 123 CHINA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 130 TABLE 124 CHINA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 130 TABLE 125 CHINA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 130 TABLE 126 CHINA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 130 TABLE 127 CHINA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 131 TABLE 128 CHINA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 131 TABLE 129 CHINA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 131 TABLE 130 CHINA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 132 TABLE 131 CHINA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 132 8.4.3 JAPAN 132 8.4.3.1 Enterprises to realize opportunities in sensor-to-edge and edge-to-core AIoT platforms 132 TABLE 132 JAPAN: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 133 TABLE 133 JAPAN: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 133 TABLE 134 JAPAN: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 133 TABLE 135 JAPAN: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 133 TABLE 136 JAPAN: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 134 TABLE 137 JAPAN: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 134 TABLE 138 JAPAN: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 134 TABLE 139 JAPAN: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 134 TABLE 140 JAPAN: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 135 TABLE 141 JAPAN: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 135 8.4.4 INDIA 135 8.4.4.1 Extensive deployment of AIoT solutions in farming sector 135 TABLE 142 INDIA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 136 TABLE 143 INDIA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 136 TABLE 144 INDIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 136 TABLE 145 INDIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 136 TABLE 146 INDIA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 137 TABLE 147 INDIA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 137 TABLE 148 INDIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 137 TABLE 149 INDIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 137 TABLE 150 INDIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 138 TABLE 151 INDIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 138 8.4.5 AUSTRALIA & NEW ZEALAND 138 8.4.5.1 Presence of skilled engineers and data scientists with abilities to create cutting-edge AIoT solutions 138 8.4.6 SOUTHEAST ASIA 139 8.4.6.1 Rising need for smart solutions and emphasis on Industry 4.0 projects 139 8.4.7 REST OF ASIA PACIFIC 139 8.5 MIDDLE EAST & AFRICA 139 8.5.1 RECESSION IMPACT: MIDDLE EAST & AFRICA 139 TABLE 152 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 140 TABLE 153 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 140 TABLE 154 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 140 TABLE 155 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 140 TABLE 156 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 141 TABLE 157 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 141 TABLE 158 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 141 TABLE 159 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 141 TABLE 160 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 142 TABLE 161 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 142 TABLE 162 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 142 TABLE 163 MIDDLE EAST & AFRICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 143 8.5.2 MIDDLE EAST 143 8.5.2.1 Increasing investments in data center infrastructures and growth in number of startups 143 8.5.2.2 Saudi Arabia 143 TABLE 164 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 143 TABLE 165 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 144 TABLE 166 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 144 TABLE 167 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 144 TABLE 168 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 144 TABLE 169 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 145 TABLE 170 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 145 TABLE 171 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 145 TABLE 172 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 146 TABLE 173 SAUDI ARABIA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 146 8.5.2.3 UAE 146 8.5.2.4 Israel 146 8.5.3 AFRICA 147 8.5.3.1 Rising collaboration between startups and key players to promote use of AIoT solutions 147 8.5.3.2 South Africa 147 TABLE 174 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 147 TABLE 175 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 147 TABLE 176 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 148 TABLE 177 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 148 TABLE 178 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 148 TABLE 179 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 148 TABLE 180 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 149 TABLE 181 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 149 TABLE 182 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 149 TABLE 183 SOUTH AFRICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 150 8.5.4 REST OF MIDDLE EAST & AFRICA 150 8.6 LATIN AMERICA 150 8.6.1 RECESSION IMPACT: LATIN AMERICA 151 TABLE 184 LATIN AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 151 TABLE 185 LATIN AMERICA: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 151 TABLE 186 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 151 TABLE 187 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 152 TABLE 188 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 152 TABLE 189 LATIN AMERICA: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 152 TABLE 190 LATIN AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 152 TABLE 191 LATIN AMERICA: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 153 TABLE 192 LATIN AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 153 TABLE 193 LATIN AMERICA: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 153 TABLE 194 LATIN AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 154 TABLE 195 LATIN AMERICA: AIOT PLATFORMS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 154 8.6.2 BRAZIL 154 8.6.2.1 Government initiatives to support growth of AIoT 154 TABLE 196 BRAZIL: AIOT PLATFORMS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 154 TABLE 197 BRAZIL: AIOT PLATFORMS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 155 TABLE 198 BRAZIL: AIOT PLATFORMS MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 155 TABLE 199 BRAZIL: AIOT PLATFORMS MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 155 TABLE 200 BRAZIL: AIOT PLATFORMS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 155 TABLE 201 BRAZIL: AIOT PLATFORMS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 156 TABLE 202 BRAZIL: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 156 TABLE 203 BRAZIL: AIOT PLATFORMS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 156 TABLE 204 BRAZIL: AIOT PLATFORMS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 157 TABLE 205 BRAZIL: AIOT PLATFORMS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 157 8.6.3 MEXICO 157 8.6.3.1 Need for enhanced connectivity in business processes 157 8.6.4 REST OF LATIN AMERICA 158 9 COMPETITIVE LANDSCAPE 159 9.1 OVERVIEW 159 9.2 STRATEGIES ADOPTED BY KEY PLAYERS 159 TABLE 206 STRATEGIES ADOPTED BY KEY PLAYERS 159 9.3 MARKET SHARE ANALYSIS 160 TABLE 207 AIOT PLATFORMS MARKET: INTENSITY OF COMPETITIVE RIVALRY 160 9.4 HISTORICAL REVENUE ANALYSIS 160 FIGURE 27 HISTORICAL REVENUE ANALYSIS FOR KEY PLAYERS, 2018–2022 (USD MILLION) 161 9.5 MARKET RANKING OF KEY PLAYERS 161 FIGURE 28 MARKET RANKING OF KEY PLAYERS, 2023 161 9.6 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS, 2023 161 FIGURE 29 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS: CRITERIA WEIGHTAGE 162 9.6.1 STARS 162 9.6.2 EMERGING LEADERS 162 9.6.3 PERVASIVE PLAYERS 162 9.6.4 PARTICIPANTS 163 FIGURE 30 EVALUATION QUADRANT MATRIX FOR KEY PLAYERS, 2023 163 9.7 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES, 2023 164 FIGURE 31 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES: CRITERIA WEIGHTAGE 164 9.7.1 PROGRESSIVE COMPANIES 164 9.7.2 RESPONSIVE COMPANIES 164 9.7.3 DYNAMIC COMPANIES 164 9.7.4 STARTING BLOCKS 164 FIGURE 32 EVALUATION QUADRANT MATRIX FOR STARTUPS/SMES, 2023 165 9.8 COMPETITIVE BENCHMARKING 165 TABLE 208 PRODUCT FOOTPRINT WEIGHTAGE 165 TABLE 209 LIST OF STARTUPS/SMES 166 TABLE 210 COMPETITIVE BENCHMARKING FOR STARTUPS/SMES (BY OFFERING, KEY VERTICALS, AND REGION) 166 TABLE 211 COMPETITIVE BENCHMARKING FOR KEY PLAYERS (BY OFFERING, KEY VERTICALS, AND REGION) 167 9.9 COMPETITIVE SCENARIO 168 9.9.1 PRODUCT LAUNCHES 168 TABLE 212 PRODUCT LAUNCHES, 2020–2022 168 9.9.2 DEALS 170 TABLE 213 DEALS, 2020–2022 170
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