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AI in Big Data and IoT

AI in Big Data and IoT

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Artificial Intelligence in Big Data Analytics and IoT: Market for Data Capture, Information and Decision Support Services 2021 – 2026

This AI in Big Data and IoT report evaluates various AI technologies and their use relative to analytics solutions within the rapidly growing enterprise and industrial data arena. The report assesses emerging business models, leading companies, and solutions. The report also analyzes how different forms of AI may be best used for problem solving. The report also evaluates the market for AI in IoT networks and systems. The report provides forecasting for unit growth and revenue for both analytics and IoT from 2021 – 2026.


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    Description

    The Internet of Things (IoT) encompasses consumer, enterprise, and industrial market segments. Each of these markets have very unique needs in terms of infrastructure, devices, systems, and processes. One thing they all have in common is that they each produce massive amounts of data, most of which is of the unstructured variety, requiring big data technologies for management. Advanced analytics provide the ability to make raw data meaningful and useful as information for decision-making purposes. This underscores the need for a robust AI in Big Data and IoT marketplace.

    AI in Big Data and IoT Market Dynamics

    Artificial Intelligence (AI) further enhances the ability for big data analytics and IoT platforms to provide value to each of these market segments. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks. Real-time data will be a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.

    AI in Big Data and IoT Market Report

    This report evaluates various AI technologies and their use relative to analytics solutions within the rapidly growing enterprise and industrial data arena. The report assesses emerging business models, leading companies, and solutions. The report also analyzes how different forms of AI may be best used for problem solving. The report also evaluates the market for AI in IoT networks and systems. The report provides forecasting for unit growth and revenue for both analytics and IoT from 2021 – 2026.

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    Additional information

    Published

    2021

    Pages

    227

    Target Audience

    AI Companies, Big Data and Analytics Companies, Cloud and Internet of Things Companies, Communications Services Providers, Datacenter and Data Services Companies, ICT Infrastructure Providers, Research and Development Organizations

    License Type

    , , ,

    Select Findings

    • Global market for AI in big data and IoT as a whole will reach $27.3B by 2026
    • Embedded AI in support of IoT-connected things will reach $6.3B globally by 2026
    • AI makes IoT data 27% more efficient and analytics 48% more effective for industry apps
    • Overall market for AI in big data and IoT will be led by Asia Pac followed by North America
    • AI in industrial machines will reach $727M globally by 2026 with collaborative robot growth at 42.5% CAGR
    • AI in autonomous weapon systems will reach $203M globally by 2026 with AI in military robotics growing at 40.3% CAGR
    • Machine learning will become a key AI technology to realize the full potential of big data and IoT, particularly in edge computing platforms
    • Top three segments will be: (1) Data Mining and Automation, (2) Automated Planning, Monitoring, and Scheduling, and (3) Data Storage and Customer Intelligence

    Report Benefits

    • Forecasts for AI in predictive analytics 2021 to 2026
    • Identify highest potential AI technology area opportunities
    • Understand AI strategies and initiatives of leading companies
    • Learn the optimal use of AI for smart predictive analytics in IoT data
    • Understand the AI in big data, analytics, and IoT ecosystem and value chain
    • Identify opportunities for AI in analytics for IoT and other unstructured data

    Companies in Report

    • Amazon
    • AOL
    • Apple
    • Augury Systems
    • Baidu
    • C-B4
    • Comfy
    • Facebook
    • FocusMotion
    • Glassbeam
    • Google
    • ai
    • IBM
    • Imagimob
    • Inbenta
    • Intel
    • Maana
    • Microsoft
    • mnubo
    • MoBagel
    • Moov
    • Neura
    • NVIDIA
    • OpenAI
    • PointGrab
    • Salesforce
    • Sentenai
    • Sentrian
    • Skype
    • SparkCognition
    • Tachyus
    • Tellmeplus
    • Tesla
    • Twitter
    • Veros Systems
    • ai
    • Yahoo

    Table of Contents

    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 Brian 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

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