表紙:ビッグデータ分析とIoTにおけるAI:データ取得、情報提供、意思決定支援サービスの市場(2021年~2026年)
市場調査レポート
商品コード
1019433

ビッグデータ分析とIoTにおけるAI:データ取得、情報提供、意思決定支援サービスの市場(2021年~2026年)

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

出版日: | 発行: Mind Commerce | ページ情報: 英文 227 Pages | 納期: 即日から翌営業日

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ビッグデータ分析とIoTにおけるAI:データ取得、情報提供、意思決定支援サービスの市場(2021年~2026年)
出版日: 2021年07月21日
発行: Mind Commerce
ページ情報: 英文 227 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

世界のビッグデータとIoT全体におけるAI市場は、2026年に273億米ドルに達すると予測されています。同市場は、アジア太平洋地域がリードし、北米がそれに続いています。また、機械学習(ML)は、ビッグデータやIoTの可能性を最大限に実現するための重要なAI技術となり、特にエッジコンピューティングプラットフォームにおいて重要な役割を果たすと考えられています。

AIと先進ビッグデータ分析を組み合わせることで、生データを意味のあるものにし、意思決定のための情報として役立てることができます。特にエッジコンピューティングネットワークに関連するストリーミングデータやリアルタイムアナリティクスの分野では、IoTやデータ・アナリティクスにおける意思決定にAIを活用することが、効率的かつ効果的な意思決定のために重要になります。

当レポートは、ビッグデータ分析とIoTにおけるAIについて調査しており、急速に成長している企業・産業データ分野における分析ソリューションに関連する様々なAI技術と利用、新興のビジネスモデル、主要企業、ソリューションなどを評価しています。また、問題解決のためのさまざまな形態のAI利用法に関する分析、IoTネットワークやシステムにおけるAI市場の評価、2021年から2026年までの成長率と収益予測などの情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 イントロダクション

  • 調査目的
  • 主な調査結果
  • ターゲットオーディエンス
  • 当レポートの企業

第3章 概要

  • AIと機械学習(ML)
  • AIタイプ
  • AI&ML言語
  • AI技術
    • ML
    • 自然言語の生成と処理
    • 画像処理
    • 音声認識
    • 人工ニューラルネットワーク
    • ディープラーニング
    • その他
  • AIとMLテクノロジーの目標
    • 推論
    • 知識表現
    • 計画
    • 学習
    • コミュニケーション
    • 機械知覚
    • モーションマニピュレーション
    • ソーシャルインテリジェンス
    • 創造性
    • AI
    • コンピュータビジョン
    • ロボット工学
  • AIアプローチ
    • サイバネティックスとブライアンシミュレーション
    • シンボリック
    • サブシンボリック
    • 統計
    • 統合
  • AIツール
    • 検索と最適化
    • 論理
    • 確率
    • 分類子と統計
    • ニューラルネットワーク
    • ディープフィードフォワードニューラルネットワーク
    • ディープリカレントニューラルネットワーク
    • 制御理論
    • 言語
  • AIの成果
    • テストツール
    • バーチャルアシスタント
    • AIに最適化されたIoTハードウェア
    • 意思決定管理システム
    • バイオメトリクスソリューション
    • ロボットプロセスの自動化
  • ニューラルネットワークとAI
  • ディープラーニングとAI
  • 予測分析とAI
  • モノのインターネットとビッグデータ分析
  • IoTとAI
  • 消費者向けIoT、ビッグデータ分析、AI
  • 産業用IoT、ビッグデータ分析、ML
  • AIとコグニティブコンピューティング
  • トランスヒューマニズムまたはH+とAI
  • AoTの台頭(Analysis of Things)
  • 教師あり学習と教師なし学習
  • UIの新しい形としてのAI

第4章 ビッグデータとIoTにおけるAIテクノロジー

  • どこでも機械学習(machine learning everywhere)
    • オープンソーステクノロジーとしての機械学習
    • IoTにおける機械学習とインテリジェントディスカバリー
    • 教師ありおよび教師なし機械学習
    • ビッグデータ分析手法としての機械学習
    • 機械学習AIロボット
    • 機械学習とデータの民主化
  • 機械学習APIとビッグデータ開発
    • 機械学習APIのフェーズ
    • 機械学習APIの課題
    • 主な機械学習API
    • 一般的なアプリケーション環境での機械学習API
  • 機械学習の企業のメリット
  • IoTデータの機械学習
  • ウルトラスケール分析と人工知能
  • アルゴリズムビジネスの台頭
  • クラウドホスト型マシンインテリジェンス
  • 機械学習の矛盾
  • バリューチェーン分析
    • AIと機械学習企業
    • IoT企業
    • ビッグデータ分析プロバイダー
    • 接続ソリューションおよびインフラストラクチャプロバイダー
    • ハードウェアおよび機器メーカー
    • 開発者とデータサイエンティスト
    • エンドユーザー

第5章 AIテクノロジーのアプリケーションと使用事例

  • インテリジェンスパフォーマンスモニタリング
  • インフラストラクチャの監視
  • 正確なモデルの生成
  • レコメンデーションエンジン
  • ブロックチェーンと暗号技術
  • エンタープライズアプリケーション
  • コンテキストアウェアネス
  • 顧客の見解
  • 自動運転車
  • 不正検出システム
  • 個別化医療およびヘルスケアサービス
  • 予測データモデリング
  • スマートマシン
  • サイバーセキュリティソリューション
  • 自律エージェント
  • インテリジェントアシスタント
  • インテリジェント意思決定支援システム
  • 危機管理
  • データマイニングと管理
  • インテリジェントロボティクス
  • 金融テクノロジー
  • マシンインテリジェンス

第6章 垂直市場に対するAIテクノロジーの影響

  • 企業の生産性の向上
  • デジタルツインと物理的資産のセキュリティ
  • ITプロセス効率の向上
  • 人間型枠に代わるAI
  • エンタープライズAI採用トレンド
  • IT要件としてAIを含める

第7章 業界におけるAI予測分析

  • Eコマースサービス
  • 銀行および金融サービス
  • 製造サービス
  • 不動産サービス
  • 政府および公共サービス

第8章 企業分析

  • Google Inc.
  • Twitter Inc.
  • Microsoft Corporation
  • IBM Corporation
  • Apple Inc.
  • Facebook Inc.
  • Amazon.com Inc.
  • Skype
  • Salesforce.com
  • Intel Corporation
  • Yahoo Inc.
  • AOL Inc.
  • Nvidia Corporation
  • x.ai
  • Tesla Inc.
  • Baidu Inc.
  • H2O.ai
  • SparkCognition Inc.
  • OpenAI
  • Inbenta
  • CISCO Systems Inc.
  • Infineon Technologies AG
  • McAfee
  • Happiest Minds Technologies
  • Tachyus
  • Sentrian
  • MAANA
  • Veros Systems Inc.
  • NEURA
  • Augury Systems Ltd.
  • glassbeam
  • Comfy
  • mnubo
  • C-B4
  • PointGrab Ltd.
  • Tellmeplus
  • moov
  • Sentenai Inc.
  • imagimob
  • FocusMotion
  • MoBagel

第9章 ビッグデータとIoT市場の分析と予測におけるAI(2021-2026)

  • ビッグデータとIoT市場におけるAI(2021-2026)
  • ソリューションコンポーネント別:ビッグデータおよびIoTにおけるAI市場(2021-2026)
    • 組込みAIソリューション
    • ストレージと分析
    • サービス
  • 管理機能別:ビッグデータおよびIoTにおけるAI市場
  • テクノロジー別:ビッグデータおよびIoTにおけるAI市場
    • ML
  • 業界別:ビッグデータおよびIoTにおけるAI市場
    • 医療・ヘルスケア
    • 製造
    • 家電
    • 自動車・輸送
    • 小売・アパレル
    • マーケティング・広告
    • FinTech
    • 建築・建設
    • 農業
    • セキュリティ・監視
    • 政府、軍事、および航空宇宙
    • 人材
    • 法・法律
    • 通信・IT
    • 石油、ガス、鉱業
    • ロジスティクス
    • 教育・学習
  • ソリューション別:ビッグデータおよびIoTにおけるAI市場
  • アプリケーション別:ビッグデータおよびIoTにおけるAI市場
  • 展開別:ビッグデータおよびIoTにおけるAI市場
    • クラウド展開
  • AIシステム別:ビッグデータおよびIoTにおけるAI市場
  • AIタイプ別:ビッグデータおよびIoTにおけるAI市場
  • 接続性別:ビッグデータおよびIoTにおけるAI市場
    • 非通信接続
    • 通信接続
    • 接続規格
    • 企業
  • エッジネットワーク別:ビッグデータおよびIoTにおけるAI市場
  • スマートシティのビッグデータとIoT市場におけるAI
  • インテントベースのネットワーキング別:ビッグデータおよびIoTにおけるAI市場
  • 仮想化別:ビッグデータおよびIoTにおけるAI市場
  • 5G別:ビッグデータおよびIoTにおけるAI市場
  • ブロックチェーンネットワーク別:ビッグデータおよびIoTにおけるAI市場
  • 地域別:ビッグデータおよびIoTにおけるAI市場
    • 北米
    • アジア太平洋
    • 欧州
    • 中東とアフリカ
    • ラテンアメリカ

第10章 結論・提言

  • AI予測
  • データ分析プロバイダー
  • AIおよびML企業
  • IoT企業と機器メーカー
  • サービスプロバイダー
  • 企業

第11章 付録

  • AI組み込みIoTユニットの展開予測
    • ソリューション別:IoTユニットの展開
    • 地域別:IoTユニットの展開
  • AI組み込みIoT市場予測
    • セグメント別:IoT市場
    • 地域別:IoT市場
目次

Overview:

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 to 2026.

Select Report 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

The Internet of Things (IoT) in consumer, enterprise, industrial, and government market segments has 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.

Artificial Intelligence (AI) algorithms enhance the ability for big data analytics and IoT platforms to provide value to each of these market segments. The author sees three different types of IoT Data: (1) Raw (untouched and unstructured) Data, (2) Meta (data about data), and (3) Transformed (valued-added data). Artificial Intelligence (AI) will be useful in support of managing each of these data types in terms of identifying, categorizing, and decision making.

AI coupled with advanced big data analytics provides the ability to make raw data meaningful and useful as information for decision-making purposes. 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.

Report Benefits:

  • Forecasts for AI in big data analytics 2021 to 2026
  • Identify the 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
  • H2O.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
  • x.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