表紙:サプライチェーン管理 (SCM) 向け人工知能とIIoT (産業用IoT):2021年~2026年
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1004302

サプライチェーン管理 (SCM) 向け人工知能とIIoT (産業用IoT):2021年~2026年

AI in Supply Chain Management and Industrial IoT 2021 - 2026

出版日: | 発行: Mind Commerce | ページ情報: 英文 568 Pages | 納期: 即日から翌営業日

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サプライチェーン管理 (SCM) 向け人工知能とIIoT (産業用IoT):2021年~2026年
出版日: 2021年05月03日
発行: Mind Commerce
ページ情報: 英文 568 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 目次
概要

世界のサプライチェーン管理 (SCM) 向け人工知能 (AI) の市場規模は、2026年までに155億米ドルに達すると見込まれています。地域別ではアジア太平洋諸国が最大の市場であり、今後の急速な市場成長も見込まれています。一方、製造業向けIIoT (産業用IoT) の市場規模は今後、17.9%のCAGRで拡大し続け、2026年には1535億米ドルに達する見通しです。特に、IIoT向けDaaSの市場規模は104億米ドル、IIoT向けデータストレージの市場規模は954億米ドルに達すると考えられています。

当レポートでは、世界のサプライチェーン管理向け人工知能 (AI) およびIIoT (産業用IoT (モノのインターネット)) の市場について分析し、各々の技術の概略や主な活用分野、全体的な市場規模の動向見通し (2021年~2026年)、セグメント別 (製品種類別・業種別ほか) および地域別の詳細動向、主要企業のプロファイル、今後の技術開発・市場成長の方向性などを調査しております。

目次

サプライチェーン管理 (SCM) 向け人工知能 (AI) 市場:技術別・プロセス別・ソリューション別・管理機能別・展開方式別・企業の種類別・業種別

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

  • サプライチェーン管理 (SCM)
    • 課題
    • 市場機会
  • SCM向け人工知能 (AI)
    • SCM向けの主要なAI技術
    • AIと技術との統合

第3章 SCM向けAIの課題と機会

  • 市場力学
    • 複雑なサプライチェーンを持つ企業
    • 物流管理企業
    • SCMソフトウェアソリューション企業
  • 技術とソリューションの機会
    • 人工知能(AI)の活用
    • AIとIoT (モノのインターネット) の統合
  • 実装上の課題
    • 運用上の摩擦
    • 従来型のプロセスと手順
    • SCM向けAIソリューションのアウトソーシングと、旧来のシステムとの統合

第4章 サプライチェーン・エコシステム:企業分析

  • Vendor Market Share
  • Top Vendor Recent Developments
  • 3M
  • Adidas
  • Amazon
  • Arvato SCM Solutions
  • BASF
  • Basware
  • BMW
  • C. H.Robinson
  • Cainiao Network(Alibaba)
  • Cisco Systems
  • ClearMetal
  • Coca-Cola Co.
  • Colgate-Palmolive
  • Coupa Software
  • Descartes Systems Group
  • Diageo
  • E2open
  • Epicor Software Corporation
  • FedEx
  • Fraight AI
  • H&M
  • HighJump
  • Home Depot
  • HP Inc.
  • IBM
  • Inditex
  • Infor Global Solutions
  • Intel
  • JDA
  • Johnson & Johnson
  • Kimberly-Clark
  • L'Oréal
  • LLamasoft Inc.
  • Logility
  • Manhattan Associates
  • Micron Technology
  • Microsoft
  • Nestlé
  • Nike
  • Novo Nordisk
  • NVidia
  • Oracle
  • PepsiCo
  • Presenso
  • Relex Solution
  • Sage
  • Samsung Electronics
  • SAP
  • Schneider Electric
  • SCM Solutions Corp.
  • Splice Machine
  • Starbucks
  • Teknowlogi
  • Unilever
  • Walmart
  • Xilinx

第5章 SCM向けAI市場:ケーススタディ

第6章 SCM向けAI市場:分析と予測 (2021年~2026年)

  • SCM向けAI市場 (2021年~2026年)
  • SCM向けAI市場:ソリューション別 (2021年~2026年)
    • プラットフォーム
    • ソフトウェア
    • AIaaS (「サービスとしての」人工知能)
  • SCM向けAI市場:ソリューションコンポーネント別 (2021年~2026年)
    • ハードウェア
    • ソフトウェア
    • サービス
  • SCM向けAI市場:管理機能別 (2021年~2026年)
    • オートメーション
    • 企画・物流
    • 在庫管理
    • フリート管理
    • バーチャルアシスタンス
    • 貨物仲介
    • リスク管理・紛争解決
  • SCM向けAI市場:技術別 (2021年~2026年)
    • コグニティブ・コンピューティング
    • コンピュータービジョン
    • コンテキストアウェア・コンピューティング
    • 自然言語処理 (NLP)
    • 予測分析
    • 機械学習 (ML)
  • SCM向けAI市場:業種別 (2021年~2026年)
    • 航空宇宙・政府
    • 自動車・輸送機械
    • 小売業・家電製品
    • 消費財
    • 医療
    • 製造業
    • 建築・建設
    • その他
  • SCM向けAI市場:展開方式別 (2021年~2026年)
    • クラウド方式
  • SCM向けAI市場:AIシステム別 (2021年~2026年)
  • SCM向けAI市場:AIの種類別 (2021年~2026年)
  • SCM向けAI市場:接続方式別 (2021年~2026年)
    • 非電気通信接続
    • 電気通信接続
    • 接続規格
    • 企業
  • SCM向けAI市場:IoTエッジネットワーク別 (2021年~2026年)
  • SCM向けAI市場:解析機能別 (2021年~2026年)
  • SCM向けAI市場:ソリューション別 (2021年~2026年)
  • SCM向けAI市場:仮想化手段別 (2021年~2026年)
  • SCM向けAI市場:5Gネットワーク別 (2021年~2026年)
  • SCM向けAI市場:ブロックチェーン・ネットワーク別 (2021年~2026年)
  • SCM向けAI市場:地域別 (2021年~2026年)
    • 北米
    • アジア太平洋
    • 欧州
    • 中東・アフリカ
    • ラテンアメリカ
  • SCM向けAI市場:国別 (2021年~2026年)
    • 上位10ヶ国の市場シェア
    • 米国
    • 中国
    • カナダ
    • メキシコ
    • 日本
    • 英国
    • ドイツ
    • 韓国
    • フランス
    • ロシア

第7章 サマリーと提言

図の一覧

表の一覧

IIoT (産業用モノのインターネット) 市場:技術別・ソリューション別・サービス別

第1章 エグゼクティブサマリー

第2章 概要

  • IIoT (産業用モノのインターネット) の市場機会
    • 人員・プロセス・テクノロジー
    • IIoTと人員
    • IIoTとプロセス
    • IIoTと技術
  • IIoT実施の主な重点分野
  • IIoTの活用分野
    • プロセスの最適化
    • 既存の企業ITシステムの強化・統合・拡張
    • 既存インフラの潜在力の有効活用
  • IIoTの基盤の形成
    • Industrial Internet Consortium (IIC)
    • 有力企業が業界のペース配分を決定
    • IIoT向けの実験台
    • IIRA (Industrial Internet Reference Architecture)
  • IIoTの将来性の評価
    • サイバーセキュリティ:IIoTの重大な懸念事項
    • IIoTによる、ドライブイン型産業オートメーションの促進
    • IIoTの早期導入による、既存産業へのメリット
    • IIoTと他の技術との統合による成功
    • IIoTと第4次産業革命
    • IIoTによるスマートファクトリーへの移行促進
    • コネクテッドファクトリー:サプライヤーと顧客の新しい役割
    • IIoTと製品変革:「サービスとしての」経済への移行
    • インテリジェントマニュファクチャリング:「スマートなファクトリー」から「よりスマートなファクトリー」へ
    • 遠隔操作とテレロボティクス
    • IIoTと第5世代 (5G) ワイヤレス通信
    • IIoTとエッジコンピューティング

第3章 IIoT技術

  • ハードウェア技術
    • ハードウェア開発プラットフォーム
    • スマートセンサー
  • ソフトウェア技術
    • 接続プラットフォーム
    • データストレージプラットフォーム
    • データ分析・視覚化プラットフォーム
    • IoTのプロトコル
  • IIoTとMES (製造実行システム)
    • IIoTの役割と重要性
    • MESとサイバーフィジカルシステム
    • クラウド内/その他のコンバージェンスにおけるMES
    • IIoT対応MESの将来性
  • エッジコンピューティング
    • エッジコンピューティング:概略
    • モバイルエッジコンピューティング (マルチアクセス・エッジコンピューティング)
    • フォグコンピューティング (非セルラー・エッジコンピューティング)
    • 産業用ネットワーク/システム向けエッジコンピューティング
  • 遠隔操作とテレロボティクス
    • 遠隔操作
    • テレロボティクス
    • クラウドロボティクス
  • デジタルツイン技術・ソリューション
    • デジタル・ツイニング
    • デジタルツインソリューションの促進要因
    • デジタルツインソリューションの使用事例
  • IIoT向けネットワーク技術
    • ワイヤレスLAN (ローカルエリアネットワーク)
    • ワイヤレスPAN (パーソナルエリアネットワーク)
    • ワイヤレスWAN (ワイドエリアネットワーク)
    • ワイヤレスセンサーネットワーク

第4章 IIoT市場:産業分野別

  • 自動車・輸送機械
  • 貨物・ロジスティクス物流
  • 医療
  • 製造業
  • 石油・ガス
  • スマートシティ
  • ユーティリティ

第5章 IIoT:ケーススタディ

第6章 IIoTの市場力学

  • IIoT市場の推進要因
  • IIoT市場の課題

第7章 IIoT企業の分析

  • ABB
  • Accenture
  • AGT International
  • ARM Holdings
  • ATOS
  • B+B SmartWorx
  • Bosch
  • C3, Inc.
  • Cisco System Inc.
  • Digi International
  • Echelon Corporation
  • Elecsys Corporation
  • General Electric
  • Hitachi
  • IBM
  • Oracle
  • PTC
  • Real-Time Innovation
  • Rockwell Automation
  • SAP
  • Sensata Technologies
  • Siemens
  • Wind River
  • Worldsensing
  • Wovyn LLC.

第8章 世界のIIoT市場:分析と予測 (2021年~2026年)

  • IIoT市場:地域別 (2021年~2026年)
  • 世界のIIoT市場:製品/サービス別 (2021年~2026年)
    • ハードウェア
    • ソフトウェア
    • サービス
  • 世界のIIoT市場:業種別 (2021年~2026年)
    • 製造業
    • 医療
    • 自動車産業
    • 小売業
    • 石油・ガス産業
    • 貨物・物流
    • ユーティリティ
    • ホスピタリティ

第9章 IIoT技術・ソリューション・展開方式の将来展望

  • IIoTの導入とサポート
    • キャリアがサポートするIIoTネットワーク
    • IIoTとPWN (プライベートワイヤレスネットワーク)
  • IIoTの経済的価値の進化
    • 企業内部でのメリット
    • 顧客にとってのメリット
    • IIoTデータの製品化
  • IIoTと技術の融合
  • IIoT向けDaaS (「サービスとしての」データ)
    • 一般用DaaS市場
    • ビジネス用DaaS市場 (企業/産業)
  • DaaS市場:ソース別 - 機械/非機械データ
  • DaaS市場:データ収集方式別 - IoT/非IoTデータ

第10章 付録:IIoTベンダーの補足的分析

  • 欧州のIIoT
  • 北米のIIoT
  • アジアIIoT

図の一覧

表の一覧

目次

Overview:

This research provides detailed analysis and forecasts for AI in SCM by solution (Platforms, Software, and AI as a Service), solution components (Hardware, Software, Services), management function (Automation, Planning and Logistics, Inventory Management, Fleet Management, Freight Brokerage, Risk Management, and Dispute Resolution), AI technologies (Cognitive Computing, Computer Vision, Context-aware Computing, Natural Language Processing, and Machine Learning), and industry verticals (Aerospace, Automotive, Consumer Goods, Healthcare, Manufacturing, and others).

This research also evaluates IIoT technologies, companies, applications, services, and solutions. Report forecasts include overall global and regional IIoT outlook as well as IIoT by industry vertical, software, hardware, and services for the period 2021 to 2026. Among our findings, Mind Commerce sees the total global IIoT market reaching $912.7B by 2026, driven by manufacturing and healthcare. We also see private wireless implementations to be a major driver for IIoT adoption within all major production-oriented industries.

Select Research Findings:

  • AI in SCM solutions as a whole will reach $15.5B globally by 2026
  • The Asia Pac region is the largest and fastest-growing for AI in SCM
  • Cloud-based AI-as-a-Service for SCM will exceed $2.3B globally by 2026
  • AI SCM in edge computing for IoT enabled solutions will reach $4.8B by 2026
  • IIoT in manufacturing alone will reach $153.5 billion globally by 2026, growing at 17.9% CAGR
  • IIoT DaaS market for enterprise and industrial segments will reach $10.4 billion globally by 2026
  • IIoT data storage will reach $95.4 billion globally by 2026, led by manufacturing and healthcare verticals

Industrial Internet of Things (IIoT) solutions are poised to transform many industry verticals including healthcare, retail, automotive, and transport. For many industries, IIoT will significantly improve reliability, production, and customer satisfaction. While, IIoT will initially improve existing processes and augmented current infrastructure, the ultimate goal will be to realize entirely new, and dramatically improved products and services.

Successful companies will be those that understand how and where IoT technologies and solutions will drive opportunities for operational improvements, new and enhanced products, and services, as well as completely new business models. IIoT will significantly improve reliability, production, and customer satisfaction. Initially focusing on improving existing processes and augmented current infrastructure, IIoT will rely upon as well as integrate with certain key technologies, devices, software, and applications.

Companies in Research:

  • 3M
  • ABB
  • Accenture
  • Adidas
  • AGT International
  • Amazon
  • ARM Holdings
  • Arvato SCM Solutions
  • ATOS
  • B+B SmartWorx
  • BASF
  • Basware
  • BMW
  • Bosch
  • C. H.Robinson
  • C3, Inc.
  • Cainiao Network (Alibaba)
  • Cisco Systems
  • ClearMetal
  • Coca-Cola Co.
  • Colgate-Palmolive
  • Coupa Software
  • Descartes Systems Group
  • Diageo
  • Digi International
  • E2open
  • Echelon Corporation
  • Elecsys Corporation
  • Epicor Software Corporation
  • FedEx
  • Fraight AI
  • General Electric
  • H&M
  • HighJump
  • Hitachi
  • Home Depot
  • HP Inc.
  • IBM
  • Inditex.
  • Infor Global Solutions
  • Intel
  • JDA
  • Johnson & Johnson
  • Kimberly-Clark
  • L'Oréal
  • LLamasoft, Inc.
  • Logility
  • Manhattan Associates
  • Micron Technology
  • Microsoft
  • Nestlé
  • Nike
  • Novo Nordisk
  • NVidia
  • Oracle
  • PepsiCo
  • Presenso
  • PTC
  • Real Time Innovation
  • Relex Solution
  • Rockwell Automation
  • Sage
  • Samsung Electronics
  • SAP
  • Schneider Electric
  • SCM Solutions Corp.
  • Sensata Technologies
  • Siemens
  • Splice Machine
  • Starbucks
  • Teknowlogi
  • Unilever
  • Walmart
  • Wind River
  • Worldsensing
  • Wovyn LLC
  • Xilinx

Table of Contents

Artificial Intelligence in Supply Chain Management by Technology, Processes, Solutions, Management Function, Deployment Model, Business Type and Industry Verticals

1.0 Executive Summary

2.0 Introduction

  • 2.1 Supply Chain Management
    • 2.1.1 Challenges
    • 2.1.2 Opportunities
  • 2.2 AI in SCM
    • 2.2.1 Key AI Technologies for SCM
    • 2.2.2 AI and Technology Integration

3.0 AI in SCM Challenges and Opportunities

  • 3.1 Market Dynamics
    • 3.1.1 Companies with Complex Supply Chains
    • 3.1.2 Logistics Management Companies
    • 3.1.3 SCM Software Solution Companies
  • 3.2 Technology and Solution Opportunities
    • 3.2.1 Leverage Artificial Intelligence (AI)
      • 3.2.1.1 Integrate AI with Existing Processes
      • 3.2.1.2 Integrate AI with Existing Systems
    • 3.2.2 Integrate AI with Internet of Things (IoT)
      • 3.2.2.1 Leverage AIoT Platforms, Software, and Services
      • 3.2.2.2 Leverage Data as a Service Providers
  • 3.3 Implementation Challenges
    • 3.3.1 Management Friction
    • 3.3.2 Legacy Processes and Procedures
    • 3.3.3 Outsource AI SCM Solution vs. Legacy Integration

4.0 Supply Chain Ecosystem Company Analysis

  • 4.1 Vendor Market Share
  • 4.2 Top Vendor Recent Developments
  • 4.3 3M
  • 4.4 Adidas
  • 4.5 Amazon
  • 4.6 Arvato SCM Solutions
  • 4.7 BASF
  • 4.8 Basware
  • 4.9 BMW
  • 4.10 C. H.Robinson
  • 4.11 Cainiao Network (Alibaba)
  • 4.12 Cisco Systems
  • 4.13 ClearMetal
  • 4.14 Coca-Cola Co.
  • 4.15 Colgate-Palmolive
  • 4.16 Coupa Software
  • 4.17 Descartes Systems Group
  • 4.18 Diageo
  • 4.19 E2open
  • 4.20 Epicor Software Corporation
  • 4.21 FedEx
  • 4.22 Fraight AI
  • 4.23 H&M
  • 4.24 HighJump
  • 4.25 Home Depot
  • 4.26 HP Inc.
  • 4.27 IBM
  • 4.28 Inditex
  • 4.29 Infor Global Solutions
  • 4.30 Intel
  • 4.31 JDA
  • 4.32 Johnson & Johnson
  • 4.33 Kimberly-Clark
  • 4.34 L'Oréal
  • 4.35 LLamasoft Inc.
  • 4.36 Logility
  • 4.37 Manhattan Associates
  • 4.38 Micron Technology
  • 4.39 Microsoft
  • 4.40 Nestlé
  • 4.41 Nike
  • 4.42 Novo Nordisk
  • 4.43 NVidia
  • 4.44 Oracle
  • 4.45 PepsiCo
  • 4.46 Presenso
  • 4.47 Relex Solution
  • 4.48 Sage
  • 4.49 Samsung Electronics
  • 4.50 SAP
  • 4.51 Schneider Electric
  • 4.52 SCM Solutions Corp.
  • 4.53 Splice Machine
  • 4.54 Starbucks
  • 4.55 Teknowlogi
  • 4.56 Unilever
  • 4.57 Walmart
  • 4.58 Xilinx

5.0 AI in SCM Market Case Studies

  • 5.1 IBM Case Study with the Master Lock Company
  • 5.2 BASF: Supporting smarter supply chain operations with cognitive cloud technology
  • 5.3 Amazon Customer Retention Case Study
  • 5.4 BMW Employs AI for Logistics Processes
  • 5.5 Intelligent Revenue and Supply Chain Management
  • 5.6 AI-Powered Customer Experience
  • 5.7 Rolls Royce uses AI to safely transport its Cargo
  • 5.8 Robots deliver medicine, groceries and packages with AI
  • 5.9 Lineage Logistics Company Case Study

6.0 AI in SCM Market Analysis and Forecasts 2021 - 2026

  • 6.1 AI in SCM Market 2021 - 2026
  • 6.2 AI in SCM by Solution 2021 - 2026
    • 6.2.1 Platforms
    • 6.2.2 Software
    • 6.2.3 AI as a Service
  • 6.3 AI in SCM by Solution Components 2021 - 2026
    • 6.3.1 Hardware
      • 6.3.1.1 Non-IoT Device
      • 6.3.1.2 IoT Embedded Device
        • 6.3.1.2.1 Security Devices
        • 6.3.1.2.2 Surveillance Robots and Drone
        • 6.3.1.2.3 Networking Devices
        • 6.3.1.2.4 Smart Appliances
        • 6.3.1.2.5 Healthcare Device
        • 6.3.1.2.6 Smart Grid Devices
        • 6.3.1.2.7 In-Vehicle Devices
        • 6.3.1.2.8 Energy Management Device
      • 6.3.1.3 Components
        • 6.3.1.3.1 Wearable and Embedded Components
          • 6.3.1.3.1.1 Real-Time Location System (RTLS)
          • 6.3.1.3.1.2 Barcode
          • 6.3.1.3.1.3 Barcode Scanner
          • 6.3.1.3.1.4 Barcode Stickers
          • 6.3.1.3.1.5 RFID
          • 6.3.1.3.1.6 RFID Tags
          • 6.3.1.3.1.7 Sensor
        • 6.3.1.3.2 Processors
    • 6.3.2 Software
    • 6.3.3 Services
      • 6.3.3.1 Professional Services
  • 6.4 AI in SCM by Management Function 2021 - 2026
    • 6.4.1 Automation
    • 6.4.2 Planning and Logistics
    • 6.4.3 Inventory Management
    • 6.4.4 Fleet Management
    • 6.4.5 Virtual Assistance
    • 6.4.6 Freight Brokerage
    • 6.4.7 Risk Management and Dispute Resolution
  • 6.5 AI in SCM by Technology 2021 - 2026
    • 6.5.1 Cognitive Computing
    • 6.5.2 Computer Vision
    • 6.5.3 Context-aware Computing
    • 6.5.4 Natural Language Processing
    • 6.5.5 Predictive Analytics
    • 6.5.6 Machine Learning
      • 6.5.6.1 Reinforcement Learning
      • 6.5.6.2 Supervised Learning
      • 6.5.6.3 Unsupervised Learning
      • 6.5.6.4 Deep Learning
  • 6.6 AI in SCM by Industry Vertical 2021 - 2026
    • 6.6.1 Aerospace and Government
    • 6.6.2 Automotive and Transportation
    • 6.6.3 Retail and Consumer Electronics
    • 6.6.4 Consumer Goods
    • 6.6.5 Healthcare
    • 6.6.6 Manufacturing
    • 6.6.7 Building and Construction
    • 6.6.8 Others
  • 6.7 AI in SCM by Deployment 2021 - 2026
    • 6.7.1 Cloud Deployment
  • 6.8 AI in SCM by AI System 2021 - 2026
  • 6.9 AI in SCM by AI Type 2021 - 2026
  • 6.10 AI in SCM by Connectivity
    • 6.10.1 Non-Telecom Connectivity
    • 6.10.2 Telecom Connectivity
    • 6.10.3 Connectivity Standard
    • 6.10.4 Enterprise
  • 6.11 AI in SCM Market by IoT Edge Network 2021 - 2026
  • 6.12 AI in SCM Analytics Market 2021 - 2026
  • 6.13 AI in SCM Market by Intent Based Networking 2021 - 2026
  • 6.14 AI in SCM Market by Virtualization 2021 - 2026
  • 6.15 AI in SCM Market by 5G Network 2021 - 2026
  • 6.16 AI in SCM Market by Blockchain Network 2021 - 2026
  • 6.17 AI in SCM by Region 2021 - 2026
    • 6.17.1 North America
    • 6.17.2 Asia Pacific
    • 6.17.3 Europe
    • 6.17.4 Middle East and Africa
    • 6.17.5 Latin America
  • 6.18 AI in SCM by Country
    • 6.18.1 Top Ten Country Market Share
    • 6.18.2 USA
    • 6.18.3 China
    • 6.18.4 Canada
    • 6.18.5 Mexico
    • 6.18.6 Japan
    • 6.18.7 UK
    • 6.18.8 Germany
    • 6.18.9 South Korea
    • 6.18.10 France
    • 6.18.11 Russia

7.0 Summary and Recommendations

Figures

  • Figure 1: Supply Chain Management Dynamics
  • Figure 2: SCM Customer-Supplier Challenges
  • Figure 3: Digital Transformation in Supply Chains
  • Figure 4: Artificial Intelligence Technologies
  • Figure 5: Internet of Things in SCM
  • Figure 6: Leading Logistics and SCM Companies
  • Figure 7: Integration of AI and IoT (AIoT)
  • Figure 8: Future of AI and IoT in SCM
  • Figure 9: AI in SCM Case Study: Enhancing Management Visibility
  • Figure 10: AI in SCM Case Study: Leveraging Operational Data
  • Figure 11: AI in SCM Case Study: Improving Automation
  • Figure 12: BASF Supply Chain Model
  • Figure 13: Cainiao Delivery and Warehouse Network
  • Figure 14: Coupa BSM Platform
  • Figure 15: E2open Supply Chain Model
  • Figure 16: HighJump Supply Chain Model
  • Figure 17: Home Depot Supply Chain Model
  • Figure 18: IBM Supply Chain Management Strategy
  • Figure 19: Inditex Supply Chain Management Innovation
  • Figure 20: Intel Supply Chain Legacy System
  • Figure 21: Logility Supply Chain Solutions
  • Figure 22: Microsoft Inventory and Warehouse Management
  • Figure 23: Presenso Predictive Asset Management Solution
  • Figure 24: Splice Machine Hybrid RDBMS
  • Figure 25: Global AI in SCM Market 2021 - 2026
  • Figure 26: Global AI in SCM Market by IoT Edge Network 2021 - 2026
  • Figure 27: Global AI in SCM Analytics Market 2021 - 2026
  • Figure 28: Global AI in SCM Market by Intent-Based Networking 2021 - 2026
  • Figure 29: Global AI in SCM Market by Virtualization 2021 - 2026
  • Figure 30: Global AI in SCM Market by 5G Network 2021 - 2026
  • Figure 31: Global AI in SCM Market by Blockchain Network 2021 - 2026
  • Figure 32: AI in SCM Market Share by Top Ten Country 2021 - 2026

Tables

  • Table 1: SCM Solution Vendor Market Share
  • Table 2: Global AI in SCM Market by Solution 2021 - 2026
  • Table 3: Global AI in SCM Market by Platforms 2021 - 2026
  • Table 4: Global AI in SCM Market by Software 2021 - 2026
  • Table 5: Global AI in SCM Market by AI-as-a-Service 2021 - 2026
  • Table 6: Global AI in SCM Market by Solution Components 2021 - 2026
  • Table 7: Global AI in SCM Market by Hardware 2021 - 2026
  • Table 8: Global AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 9: Global AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 10: Global AI in SCM Market by IoT Security Device 2021 - 2026
  • Table 11: Global AI in SCM Market by Surveillance Robots and Drone 2021 - 2026
  • Table 12: Global AI in SCM Market by Networking Device 2021 - 2026
  • Table 13: Global AI in SCM Market by Smart Appliances 2021 - 2026
  • Table 14: Global AI in SCM Market by Healthcare Device 2021 - 2026
  • Table 15: Global AI in SCM Market by Smart Grid Device 2021 - 2026
  • Table 16: Global AI in SCM Market by In-Vehicle IoT Device 2021 - 2026
  • Table 17: Global AI in SCM Market by Energy Management Device 2021 - 2026
  • Table 18: Global AI in SCM Market by Components 2021 - 2026
  • Table 19: Global AI in SCM Market by Wearable and Embedded Components 2021 - 2026
  • Table 20: Global AI in SCM Market by RTLS 2021 - 2026
  • Table 21: Global AI in SCM Market by Barcode 2021 - 2026
  • Table 22: Global AI in SCM Market by Barcode Scanner 2021 - 2026
  • Table 23: Global AI in SCM Market by Barcode Scanner Technology Labels 2021 - 2026
  • Table 24: Global AI in SCM Market by Barcode Stickers 2021 - 2026
  • Table 25: Global AI in SCM Market by RFID 2021 - 2026
  • Table 26: Global AI in SCM Market by RFID Tags 2021 - 2026
  • Table 27: Global AI in SCM Market by Sensors 2021 - 2026
  • Table 28: Global AI in SCM Market by Processors 2021 - 2026
  • Table 29: Global AI in SCM Market by Software 2021 - 2026
  • Table 30: Global AI in SCM Market by Services 2021 - 2026
  • Table 31: Global AI in SCM Market by Professional Services 2021 - 2026
  • Table 32: Global AI in SCM Market by Automation 2021 - 2026
  • Table 33: Global AI in SCM Market by Planning and Logistics 2021 - 2026
  • Table 34: Global AI in SCM Market by Inventory Management 2020 - 2029
  • Table 35: Global AI in SCM Market by Fleet Management 2021 - 2026
  • Table 36: Global AI in SCM Market by Virtual Assistant 2021 - 2026
  • Table 37: Global AI in SCM Market by Freight Brokerage 2021 - 2026
  • Table 38: Global AI in SCM Market by Risk Management and Dispute Resolution 2021 - 2026
  • Table 39: Global AI in SCM Market by Cognitive Computing 2021 - 2026
  • Table 40: Global AI in SCM Market by Computer Vision 2021 - 2026
  • Table 41: Global AI in SCM Market by Context-aware Computing 2021 - 2026
  • Table 42: Global AI in SCM Market by Natural Language Processing 2021 - 2026
  • Table 43: Global AI in SCM Market by Predictive Analytics 2021 - 2026
  • Table 44: Global AI in SCM Market by Machine Learning 2021 - 2026
  • Table 45: Global AI in SCM Market by Reinforcement Learning 2021 - 2026
  • Table 46: Global AI in SCM Market by Supervised Learning 2021 - 2026
  • Table 47: Global AI in SCM Market by Unsupervised Learning 2021 - 2026
  • Table 48: Global AI in SCM Market by Deep Learning 2021 - 2026
  • Table 49: Global AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 50: Global AI in SCM Market by Aerospace and Government Application 2021 - 2026
  • Table 51: Global AI in SCM Market by Automotive and Transportation Application 2021 - 2026
  • Table 52: Global AI in SCM Market by Retail and Consumer Electronics Application 2021 - 2026
  • Table 53: Global AI in SCM Market by Consumer Goods Application 2021 - 2026
  • Table 54: Global AI in SCM Market by Healthcare Application 2021 - 2026
  • Table 55: Global AI in SCM Market by Manufacturing Application 2021 - 2026
  • Table 56: Global AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 57: Global AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 58: Global AI in SCM Market by Deployment 2021 - 2026
  • Table 59: Global AI in SCM Market by Deployment 2021 - 2026
  • Table 60: Global AI in SCM Market by AI System 2021 - 2026
  • Table 61: Global AI in SCM Market by AI System 2021 - 2026
  • Table 62: Global AI in SCM Market by Connectivity 2021 - 2026
  • Table 63: Global AI in SCM Market by Non-Telecom Connectivity 2021 - 2026
  • Table 64: Global AI in SCM Market by Telecom Connectivity 2021 - 2026
  • Table 65: Global AI in SCM Market by Connectivity Standard 2021 - 2026
  • Table 66: Global AI in SCM Market by Enterprise 2021 - 2026
  • Table 67: Global AI in SCM Market by Region 2021 - 2026
  • Table 68: North America AI in SCM Market by Solution 2021 - 2026
  • Table 69: North America AI in SCM Market by Platforms 2021 - 2026
  • Table 70: North America AI in SCM Market by Solution Components 2021 - 2026
  • Table 71: North America AI in SCM Market by Hardware 2021 - 2026
  • Table 72: North America AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 73: North America AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 74: North America AI in SCM Market by IoT Security Device 2021 - 2026
  • Table 75: North America AI in SCM Market by Surveillance Robots and Drone 2021 - 2026
  • Table 76: North America AI in SCM Market by Networking Device 2021 - 2026
  • Table 77: North America AI in SCM Market by Smart Appliances 2021 - 2026
  • Table 78: North America AI in SCM Market by Healthcare Device 2021 - 2026
  • Table 79: North America AI in SCM Market by Smart Grid Device 2021 - 2026
  • Table 80: North America AI in SCM Market by In-Vehicle IoT Device 2021 - 2026
  • Table 81: North America AI in SCM Market by Energy Management Device 2021 - 2026
  • Table 82: North America AI in SCM Market by Components 2021 - 2026
  • Table 83: North America AI in SCM Market by Wearable and Embedded Components 2021 - 2026
  • Table 84: North America AI in SCM Market by RTLS 2021 - 2026
  • Table 85: North America AI in SCM Market by Barcode 2021 - 2026
  • Table 86: North America AI in SCM Market by Barcode Scanner 2021 - 2026
  • Table 87: North America AI in SCM Market by Barcode Scanner Technology Labels 2021 - 2026
  • Table 88: North America AI in SCM Market by Barcode Stickers 2021 - 2026
  • Table 89: North America AI in SCM Market by RFID 2021 - 2026
  • Table 90: North America AI in SCM Market by RFID Tags 2021 - 2026
  • Table 91: North America AI in SCM Market by Sensors 2021 - 2026
  • Table 92: North America AI in SCM Market by Processors 2021 - 2026
  • Table 93: North America AI in SCM Market by Software 2021 - 2026
  • Table 94: North America AI in SCM Market by Services 2021 - 2026
  • Table 95: North America AI in SCM Market by Professional Services 2021 - 2026
  • Table 96: North America AI in SCM Market by Management Function 2021 - 2026
  • Table 97: North America AI in SCM Market by Technology 2021 - 2026
  • Table 98: North America AI in SCM Market by Machine Learning 2021 - 2026
  • Table 99: North America AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 100: North America AI in SCM Market by Aerospace and Government Application 2021 - 2026
  • Table 101: North America AI in SCM Market by Automotive and Transportation Application 2021 - 2026
  • Table 102: North America AI in SCM Market by Retail and Consumer Electronics Application 2021 - 2026
  • Table 103: North America AI in SCM Market by Consumer Goods Application 2021 - 2026
  • Table 104: North America AI in SCM Market by Healthcare Application 2021 - 2026
  • Table 105: North America AI in SCM Market by Manufacturing Application 2021 - 2026
  • Table 106: North America AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 107: North America AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 108: North America AI in SCM Market by Deployment 2021 - 2026
  • Table 109: North America AI in SCM Market by Deployment 2021 - 2026
  • Table 110: North America AI in SCM Market by AI System 2021 - 2026
  • Table 111: North America AI in SCM Market by AI System 2021 - 2026
  • Table 112: North America AI in SCM Market by Connectivity 2021 - 2026
  • Table 113: North America AI in SCM Market by Non-Telecom Connectivity 2021 - 2026
  • Table 114: North America AI in SCM Market by Telecom Connectivity 2021 - 2026
  • Table 115: North America AI in SCM Market by Connectivity Standard 2021 - 2026
  • Table 116: North America AI in SCM Market by Enterprise 2021 - 2026
  • Table 117: North America AI in SCM Market by Country 2021 - 2026
  • Table 118: APAC AI in SCM Market by Solution 2021 - 2026
  • Table 119: APAC AI in SCM Market by Platforms 2021 - 2026
  • Table 120: APAC AI in SCM Market by Solution Components 2021 - 2026
  • Table 121: APAC AI in SCM Market by Hardware 2021 - 2026
  • Table 122: APAC AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 123: APAC AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 124: APAC AI in SCM Market by IoT Security Device 2021 - 2026
  • Table 125: APAC AI in SCM Market by Surveillance Robots and Drone 2021 - 2026
  • Table 126: APAC AI in SCM Market by Networking Device 2021 - 2026
  • Table 127: APAC AI in SCM Market by Smart Appliances 2021 - 2026
  • Table 128: APAC AI in SCM Market by Healthcare Device 2021 - 2026
  • Table 129: APAC AI in SCM Market by Smart Grid Device 2021 - 2026
  • Table 130: APAC AI in SCM Market by In-Vehicle IoT Device 2021 - 2026
  • Table 131: APAC AI in SCM Market by Energy Management Device 2021 - 2026
  • Table 132: APAC AI in SCM Market by Components 2021 - 2026
  • Table 133: APAC AI in SCM Market by Wearable and Embedded Components 2021 - 2026
  • Table 134: APAC AI in SCM Market by RTLS 2021 - 2026
  • Table 135: APAC AI in SCM Market by Barcode 2021 - 2026
  • Table 136: APAC AI in SCM Market by Barcode Scanner 2021 - 2026
  • Table 137: APAC AI in SCM Market by Barcode Scanner Technology Labels 2021 - 2026
  • Table 138: APAC AI in SCM Market by Barcode Stickers 2021 - 2026
  • Table 139: APAC AI in SCM Market by RFID 2021 - 2026
  • Table 140: APAC AI in SCM Market by RFID Tags 2021 - 2026
  • Table 141: APAC AI in SCM Market by Sensors 2021 - 2026
  • Table 142: APAC AI in SCM Market by Processors 2021 - 2026
  • Table 143: APAC AI in SCM Market by Software 2021 - 2026
  • Table 144: APAC AI in SCM Market by Services 2021 - 2026
  • Table 145: APAC AI in SCM Market by Professional Services 2021 - 2026
  • Table 146: APAC AI in SCM Market by Management Function 2021 - 2026
  • Table 147: APAC AI in SCM Market by Technology 2021 - 2026
  • Table 148: APAC AI in SCM Market by Machine Learning 2021 - 2026
  • Table 149: APAC AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 150: APAC AI in SCM Market by Aerospace and Government Application 2021 - 2026
  • Table 151: APAC AI in SCM Market by Automotive and Transportation Application 2021 - 2026
  • Table 152: APAC AI in SCM Market by Retail and Consumer Electronics Application 2021 - 2026
  • Table 153: APAC AI in SCM Market by Consumer Goods Application 2021 - 2026
  • Table 154: APAC AI in SCM Market by Healthcare Application 2021 - 2026
  • Table 155: APAC AI in SCM Market by Manufacturing Application 2021 - 2026
  • Table 156: APAC AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 157: APAC AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 158: APAC AI in SCM Market by Deployment 2021 - 2026
  • Table 159: APAC AI in SCM Market by Deployment 2021 - 2026
  • Table 160: APAC AI in SCM Market by AI System 2021 - 2026
  • Table 161: APAC AI in SCM Market by AI System 2021 - 2026
  • Table 162: APAC AI in SCM Market by Connectivity 2021 - 2026
  • Table 163: APAC AI in SCM Market by Non-Telecom Connectivity 2021 - 2026
  • Table 164: APAC AI in SCM Market by Telecom Connectivity 2021 - 2026
  • Table 165: APAC AI in SCM Market by Connectivity Standard 2021 - 2026
  • Table 166: APAC AI in SCM Market by Enterprise 2021 - 2026
  • Table 167: APAC AI in SCM Market by Country 2021 - 2026
  • Table 168: Europe AI in SCM Market by Solution 2021 - 2026
  • Table 169: Europe AI in SCM Market by Platforms 2021 - 2026
  • Table 170: Europe AI in SCM Market by Solution Components 2021 - 2026
  • Table 171: Europe AI in SCM Market by Hardware 2021 - 2026
  • Table 172: Europe AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 173: Europe AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 174: Europe AI in SCM Market by IoT Security Device 2021 - 2026
  • Table 175: Europe AI in SCM Market by Surveillance Robots and Drone 2021 - 2026
  • Table 176: Europe AI in SCM Market by Networking Device 2021 - 2026
  • Table 177: Europe AI in SCM Market by Smart Appliances 2021 - 2026
  • Table 178: Europe AI in SCM Market by Healthcare Device 2021 - 2026
  • Table 179: Europe AI in SCM Market by Smart Grid Device 2021 - 2026
  • Table 180: Europe AI in SCM Market by In-Vehicle IoT Device 2021 - 2026
  • Table 181: Europe AI in SCM Market by Energy Management Device 2021 - 2026
  • Table 182: Europe AI in SCM Market by Components 2021 - 2026
  • Table 183: Europe AI in SCM Market by Wearable and Embedded Components 2021 - 2026
  • Table 184: Europe AI in SCM Market by RTLS 2021 - 2026
  • Table 185: Europe AI in SCM Market by Barcode 2021 - 2026
  • Table 186: Europe AI in SCM Market by Barcode Scanner 2021 - 2026
  • Table 187: Europe AI in SCM Market by Barcode Scanner Technology Labels 2021 - 2026
  • Table 188: Europe AI in SCM Market by Barcode Stickers 2021 - 2026
  • Table 189: Europe AI in SCM Market by RFID 2021 - 2026
  • Table 190: Europe AI in SCM Market by RFID Tags 2021 - 2026
  • Table 191: Europe AI in SCM Market by Sensors 2021 - 2026
  • Table 192: Europe AI in SCM Market by Processors 2021 - 2026
  • Table 193: Europe AI in SCM Market by Software 2021 - 2026
  • Table 194: Europe AI in SCM Market by Services 2021 - 2026
  • Table 195: Europe AI in SCM Market by Professional Services 2021 - 2026
  • Table 196: Europe AI in SCM Market by Management Function 2021 - 2026
  • Table 197: Europe AI in SCM Market by Technology 2021 - 2026
  • Table 198: Europe AI in SCM Market by Machine Learning 2021 - 2026
  • Table 199: Europe AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 200: Europe AI in SCM Market by Aerospace and Government Application 2021 - 2026
  • Table 201: Europe AI in SCM Market by Automotive and Transportation Application 2021 - 2026
  • Table 202: Europe AI in SCM Market by Retail and Consumer Electronics Application 2021 - 2026
  • Table 203: Europe AI in SCM Market by Consumer Goods Application 2021 - 2026
  • Table 204: Europe AI in SCM Market by Healthcare Application 2021 - 2026
  • Table 205: Europe AI in SCM Market by Manufacturing Application 2021 - 2026
  • Table 206: Europe AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 207: Europe AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 208: Europe AI in SCM Market by Deployment 2021 - 2026
  • Table 209: Europe AI in SCM Market by Deployment 2021 - 2026
  • Table 210: Europe AI in SCM Market by AI System 2021 - 2026
  • Table 211: Europe AI in SCM Market by AI System 2021 - 2026
  • Table 212: Europe AI in SCM Market by Connectivity 2021 - 2026
  • Table 213: Europe AI in SCM Market by Non-Telecom Connectivity 2021 - 2026
  • Table 214: Europe AI in SCM Market by Telecom Connectivity 2021 - 2026
  • Table 215: Europe AI in SCM Market by Connectivity Standard 2021 - 2026
  • Table 216: Europe AI in SCM Market by Enterprise 2021 - 2026
  • Table 217: Europe AI in SCM Market by Country 2021 - 2026
  • Table 218: MEA AI in SCM Market by Solution 2021 - 2026
  • Table 219: MEA AI in SCM Market by Platforms 2021 - 2026
  • Table 220: MEA AI in SCM Market by Solution Components 2021 - 2026
  • Table 221: MEA AI in SCM Market by Hardware 2021 - 2026
  • Table 222: MEA AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 223: MEA AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 224: MEA AI in SCM Market by IoT Security Device 2021 - 2026
  • Table 225: MEA AI in SCM Market by Surveillance Robots and Drone 2021 - 2026
  • Table 226: MEA AI in SCM Market by Networking Device 2021 - 2026
  • Table 227: MEA AI in SCM Market by Smart Appliances 2021 - 2026
  • Table 228: MEA AI in SCM Market by Healthcare Device 2021 - 2026
  • Table 229: MEA AI in SCM Market by Smart Grid Device 2021 - 2026
  • Table 230: MEA AI in SCM Market by In-Vehicle IoT Device 2021 - 2026
  • Table 231: MEA AI in SCM Market by Energy Management Device 2021 - 2026
  • Table 232: MEA AI in SCM Market by Components 2021 - 2026
  • Table 233: MEA AI in SCM Market by Wearable and Embedded Components 2021 - 2026
  • Table 234: MEA AI in SCM Market by RTLS 2021 - 2026
  • Table 235: MEA AI in SCM Market by Barcode 2021 - 2026
  • Table 236: MEA AI in SCM Market by Barcode Scanner 2021 - 2026
  • Table 237: MEA AI in SCM Market by Barcode Scanner Technology Labels 2021 - 2026
  • Table 238: MEA AI in SCM Market by Barcode Stickers 2021 - 2026
  • Table 239: MEA AI in SCM Market by RFID 2021 - 2026
  • Table 240: MEA AI in SCM Market by RFID Tags 2021 - 2026
  • Table 241: MEA AI in SCM Market by Sensors 2021 - 2026
  • Table 242: MEA AI in SCM Market by Processors 2021 - 2026
  • Table 243: MEA AI in SCM Market by Software 2021 - 2026
  • Table 244: MEA AI in SCM Market by Services 2021 - 2026
  • Table 245: MEA AI in SCM Market by Professional Services 2021 - 2026
  • Table 246: MEA AI in SCM Market by Management Function 2021 - 2026
  • Table 247: MEA AI in SCM Market by Technology 2021 - 2026
  • Table 248: MEA AI in SCM Market by Machine Learning 2021 - 2026
  • Table 249: MEA AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 250: MEA AI in SCM Market by Aerospace and Government Application 2021 - 2026
  • Table 251: MEA AI in SCM Market by Automotive and Transportation Application 2021 - 2026
  • Table 252: MEA AI in SCM Market by Retail and Consumer Electronics Application 2021 - 2026
  • Table 253: MEA AI in SCM Market by Consumer Goods Application 2021 - 2026
  • Table 254: MEA AI in SCM Market by Healthcare Application 2021 - 2026
  • Table 255: MEA AI in SCM Market by Manufacturing Application 2021 - 2026
  • Table 256: MEA AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 257: MEA AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 258: MEA AI in SCM Market by Deployment 2021 - 2026
  • Table 259: MEA AI in SCM Market by Deployment 2021 - 2026
  • Table 260: MEA AI in SCM Market by AI System 2021 - 2026
  • Table 261: MEA AI in SCM Market by AI System 2021 - 2026
  • Table 262: MEA AI in SCM Market by Connectivity 2021 - 2026
  • Table 263: MEA AI in SCM Market by Non-Telecom Connectivity 2021 - 2026
  • Table 264: MEA AI in SCM Market by Telecom Connectivity 2021 - 2026
  • Table 265: MEA AI in SCM Market by Connectivity Standard 2021 - 2026
  • Table 266: MEA AI in SCM Market by Enterprise 2021 - 2026
  • Table 267: MEA AI in SCM Market by Country 2021 - 2026
  • Table 268: Latin America AI in SCM Market by Solution 2021 - 2026
  • Table 269: Latin America AI in SCM Market by Platforms 2021 - 2026
  • Table 270: Latin America AI in SCM Market by Solution Components 2021 - 2026
  • Table 271: Latin America AI in SCM Market by Hardware 2021 - 2026
  • Table 272: Latin America AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 273: Latin America AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 274: Latin America AI in SCM Market by IoT Security Device 2021 - 2026
  • Table 275: Latin America AI in SCM Market by Surveillance Robots and Drone 2021 - 2026
  • Table 276: Latin America AI in SCM Market by Networking Device 2021 - 2026
  • Table 277: Latin America AI in SCM Market by Smart Appliances 2021 - 2026
  • Table 278: Latin America AI in SCM Market by Healthcare Device 2021 - 2026
  • Table 279: Latin America AI in SCM Market by Smart Grid Device 2021 - 2026
  • Table 280: Latin America AI in SCM Market by In-Vehicle IoT Device 2021 - 2026
  • Table 281: Latin America AI in SCM Market by Energy Management Device 2021 - 2026
  • Table 282: Latin America AI in SCM Market by Components 2021 - 2026
  • Table 283: Latin America AI in SCM Market by Wearable and Embedded Components 2021 - 2026
  • Table 284: Latin America AI in SCM Market by RTLS 2021 - 2026
  • Table 285: Latin America AI in SCM Market by Barcode 2021 - 2026
  • Table 286: Latin America AI in SCM Market by Barcode Scanner 2021 - 2026
  • Table 287: Latin America AI in SCM Market by Barcode Scanner Technology Labels 2021 - 2026
  • Table 288: Latin America AI in SCM Market by Barcode Stickers 2021 - 2026
  • Table 289: Latin America AI in SCM Market by RFID 2021 - 2026
  • Table 290: Latin America AI in SCM Market by RFID Tags 2021 - 2026
  • Table 291: Latin America AI in SCM Market by Sensors 2021 - 2026
  • Table 292: Latin America AI in SCM Market by Processors 2021 - 2026
  • Table 293: Latin America AI in SCM Market by Software 2021 - 2026
  • Table 294: Latin America AI in SCM Market by Services 2021 - 2026
  • Table 295: Latin America AI in SCM Market by Professional Services 2021 - 2026
  • Table 296: Latin America AI in SCM Market by Management Function 2021 - 2026
  • Table 297: Latin America AI in SCM Market by Technology 2021 - 2026
  • Table 298: Latin America AI in SCM Market by Machine Learning 2021 - 2026
  • Table 299: Latin America AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 300: Latin America AI in SCM Market by Aerospace and Government Application 2021 - 2026
  • Table 301: Latin America AI in SCM Market by Automotive and Transportation Application 2021 - 2026
  • Table 302: Latin America AI in SCM Market by Retail and Consumer Electronics Application 2021 - 2026
  • Table 303: Latin America AI in SCM Market by Consumer Goods Application 2021 - 2026
  • Table 304: Latin America AI in SCM Market by Healthcare Application 2021 - 2026
  • Table 305: Latin America AI in SCM Market by Manufacturing Application 2021 - 2026
  • Table 306: Latin America AI in SCM Market by Building and Construction Application 2021 - 2026
  • Table 307: Latin America AI in SCM Market by Building and Construction Application 2019 - 2025
  • Table 308: Latin America AI in SCM Market by Deployment 2021 - 2026
  • Table 309: Latin America AI in SCM Market by Deployment 2021 - 2026
  • Table 310: Latin America AI in SCM Market by AI System 2021 - 2026
  • Table 311: Latin America AI in SCM Market by AI System 2021 - 2026
  • Table 312: Latin America AI in SCM Market by Connectivity 2021 - 2026
  • Table 313: Latin America AI in SCM Market by Non-Telecom Connectivity 2021 - 2026
  • Table 314: Latin America AI in SCM Market by Telecom Connectivity 2021 - 2026
  • Table 315: Latin America AI in SCM Market by Connectivity Standard 2021 - 2026
  • Table 316: Latin America AI in SCM Market by Enterprise 2021 - 2026
  • Table 317: Latin America AI in SCM Market by Country 2021 - 2026
  • Table 318: USA AI in SCM Market by Solution 2021 - 2026
  • Table 319: USA AI in SCM Market by Solution 2021 - 2026
  • Table 320: USA AI in SCM Market by Solution Components 2021 - 2026
  • Table 321: USA AI in SCM Market by Hardware 2021 - 2026
  • Table 322: USA AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 323: USA AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 324: USA AI in SCM Market by Components 2021 - 2026
  • Table 325: USA AI in SCM Market by Software 2021 - 2026
  • Table 326: USA AI in SCM Market by Services 2021 - 2026
  • Table 327: USA AI in SCM Market by Management Function 2021 - 2026
  • Table 328: USA AI in SCM Market by Technology 2021 - 2026
  • Table 329: USA AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 330: USA AI in SCM Market by Deployment 2021 - 2026
  • Table 331: China AI in SCM Market by Solution 2021 - 2026
  • Table 332: China AI in SCM Market by Solution 2021 - 2026
  • Table 333: China AI in SCM Market by Solution Components 2021 - 2026
  • Table 334: China AI in SCM Market by Hardware 2021 - 2026
  • Table 335: China AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 336: China AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 337: China AI in SCM Market by Components 2021 - 2026
  • Table 338: China AI in SCM Market by Software 2021 - 2026
  • Table 339: China AI in SCM Market by Services 2021 - 2026
  • Table 340: China AI in SCM Market by Management Function 2021 - 2026
  • Table 341: China AI in SCM Market by Technology 2021 - 2026
  • Table 342: China AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 343: China AI in SCM Market by Deployment 2021 - 2026
  • Table 344: Canada AI in SCM Market by Solution 2021 - 2026
  • Table 345: Canada AI in SCM Market by Solution 2021 - 2026
  • Table 346: Canada AI in SCM Market by Solution Components 2021 - 2026
  • Table 347: Canada AI in SCM Market by Hardware 2021 - 2026
  • Table 348: Canada AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 349: Canada AI in SCM Market by IoT Embedded Device 2019 - 2025
  • Table 350: Canada AI in SCM Market by Components 2021 - 2026
  • Table 351: Canada AI in SCM Market by Software 2021 - 2026
  • Table 352: Canada AI in SCM Market by Services 2021 - 2026
  • Table 353: Canada AI in SCM Market by Management Function 2021 - 2026
  • Table 354: Canada AI in SCM Market by Technology 2021 - 2026
  • Table 355: Canada AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 356: Canada AI in SCM Market by Deployment 2021 - 2026
  • Table 357: Mexico AI in SCM Market by Solution 2021 - 2026
  • Table 358: Mexico AI in SCM Market by Solution 2021 - 2026
  • Table 359: Mexico AI in SCM Market by Solution Components 2021 - 2026
  • Table 360: Mexico AI in SCM Market by Hardware 2021 - 2026
  • Table 361: Mexico AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 362: Mexico AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 363: Mexico AI in SCM Market by Components 2021 - 2026
  • Table 364: Mexico AI in SCM Market by Software 2021 - 2026
  • Table 365: Mexico AI in SCM Market by Services 2021 - 2026
  • Table 366: Mexico AI in SCM Market by Management Function 2021 - 2026
  • Table 367: Mexico AI in SCM Market by Technology 2021 - 2026
  • Table 368: Mexico AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 369: Mexico AI in SCM Market by Deployment 2021 - 2026
  • Table 370: Japan AI in SCM Market by Solution 2021 - 2026
  • Table 371: Japan AI in SCM Market by Solution 2021 - 2026
  • Table 372: Japan AI in SCM Market by Solution Components 2021 - 2026
  • Table 373: Japan AI in SCM Market by Hardware 2021 - 2026
  • Table 374: Japan AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 375: Japan AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 376: Japan AI in SCM Market by Components 2021 - 2026
  • Table 377: Japan AI in SCM Market by Software 2021 - 2026
  • Table 378: Japan AI in SCM Market by Services 2021 - 2026
  • Table 379: Japan AI in SCM Market by Management Function 2021 - 2026
  • Table 380: Japan AI in SCM Market by Technology 2021 - 2026
  • Table 381: Japan AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 382: Japan AI in SCM Market by Deployment 2021 - 2026
  • Table 383: UK AI in SCM Market by Solution 2021 - 2026
  • Table 384: UK AI in SCM Market by Solution 2021 - 2026
  • Table 385: UK AI in SCM Market by Solution Components 2021 - 2026
  • Table 386: UK AI in SCM Market by Hardware 2021 - 2026
  • Table 387: UK AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 388: UK AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 389: UK AI in SCM Market by Components 2021 - 2026
  • Table 390: UK AI in SCM Market by Software 2021 - 2026
  • Table 391: UK AI in SCM Market by Services 2021 - 2026
  • Table 392: UK AI in SCM Market by Management Function 2021 - 2026
  • Table 393: UK AI in SCM Market by Technology 2021 - 2026
  • Table 394: UK AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 395: UK AI in SCM Market by Deployment 2021 - 2026
  • Table 396: Germany AI in SCM Market by Solution 2021 - 2026
  • Table 397: Germany AI in SCM Market by Solution 2021 - 2026
  • Table 398: Germany AI in SCM Market by Solution Components 2021 - 2026
  • Table 399: Germany AI in SCM Market by Hardware 2021 - 2026
  • Table 400: Germany AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 401: Germany AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 402: Germany AI in SCM Market by Components 2021 - 2026
  • Table 403: Germany AI in SCM Market by Software 2021 - 2026
  • Table 404: Germany AI in SCM Market by Services 2021 - 2026
  • Table 405: Germany AI in SCM Market by Management Function 2021 - 2026
  • Table 406: Germany AI in SCM Market by Technology 2021 - 2026
  • Table 407: Germany AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 408: Germany AI in SCM Market by Deployment 2021 - 2026
  • Table 409: South Korea AI in SCM Market by Solution 2021 - 2026
  • Table 410: South Korea AI in SCM Market by Solution 2021 - 2026
  • Table 411: South Korea AI in SCM Market by Solution Components 2021 - 2026
  • Table 412: South Korea AI in SCM Market by Hardware 2021 - 2026
  • Table 413: South Korea AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 414: South Korea AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 415: South Korea AI in SCM Market by Components 2021 - 2026
  • Table 416: South Korea AI in SCM Market by Software 2021 - 2026
  • Table 417: South Korea AI in SCM Market by Services 2021 - 2026
  • Table 418: South Korea AI in SCM Market by Management Function 2021 - 2026
  • Table 419: South Korea AI in SCM Market by Technology 2021 - 2026
  • Table 420: South Korea AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 421: South Korea AI in SCM Market by Deployment 2021 - 2026
  • Table 422: France AI in SCM Market by Solution 2021 - 2026
  • Table 423: France AI in SCM Market by Solution 2021 - 2026
  • Table 424: France AI in SCM Market by Solution Components 2021 - 2026
  • Table 425: France AI in SCM Market by Hardware 2021 - 2026
  • Table 426: France AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 427: France AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 428: France AI in SCM Market by Components 2021 - 2026
  • Table 429: France AI in SCM Market by Software 2021 - 2026
  • Table 430: France AI in SCM Market by Services 2021 - 2026
  • Table 431: France AI in SCM Market by Management Function 2021 - 2026
  • Table 432: France AI in SCM Market by Technology 2021 - 2026
  • Table 433: France AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 434: France AI in SCM Market by Deployment 2021 - 2026
  • Table 435: Russia AI in SCM Market by Solution 2021 - 2026
  • Table 436: Russia AI in SCM Market by Solution 2021 - 2026
  • Table 437: Russia AI in SCM Market by Solution Components 2021 - 2026
  • Table 438: Russia AI in SCM Market by Hardware 2021 - 2026
  • Table 439: Russia AI in SCM Market by Non-IoT Device 2021 - 2026
  • Table 440: Russia AI in SCM Market by IoT Embedded Device 2021 - 2026
  • Table 441: Russia AI in SCM Market by Components 2021 - 2026
  • Table 442: Russia AI in SCM Market by Software 2021 - 2026
  • Table 443: Russia AI in SCM Market by Services 2021 - 2026
  • Table 444: Russia AI in SCM Market by Management Function 2021 - 2026
  • Table 445: Russia AI in SCM Market by Technology 2021 - 2026
  • Table 446: Russia AI in SCM Market by Industry Vertical 2021 - 2026
  • Table 447: Russia AI in SCM Market by Deployment 2021 - 2026

Industrial Internet of Things Market by IIoT Technologies, Solutions and Services

1 Executive Summary

2 Overview

  • 2.1 The Industrial Internet of Things Market Opportunity
    • 2.1.1 People, Processes, and Technology
    • 2.1.2 IIoT and People
    • 2.1.3 IIoT and Processes
    • 2.1.4 IIoT and Technologies
  • 2.2 Critical Focus Areas for IIoT Execution
  • 2.3 IIoT Application Areas
    • 2.3.1 Process Optimization
    • 2.3.2 Enhance, Integrate and Scale existing Corporate IT Systems
    • 2.3.3 Leverage Potential of Existing Infrastructure
  • 2.4 Forming a Foundation for IIoT
    • 2.4.1 Industrial Internet Consortium
    • 2.4.2 Industry Leading Companies set the Pace
    • 2.4.3 Industry Test Beds for IIoT
    • 2.4.4 Industrial Internet Reference Architecture
  • 2.5 Evaluating the Future Potential of IIoT
    • 2.5.1 Cyber-security is a Critical Concern with IIoT
    • 2.5.2 IIoT is Facilitating a Drive-in Industrial Automation
    • 2.5.3 Early IIoT Deployments to Benefit Existing Industries
    • 2.5.4 IIoT will Integrate with Other Technologies to Achieve Success
    • 2.5.5 IIoT and the Fourth Industry Revolution
    • 2.5.6 IIoT to Facilitate Transition to Smart Factories
    • 2.5.7 Connected Factory: New Roles for Suppliers and Customers
    • 2.5.8 IIoT and Product Transformation to an "as a Service" Economy
    • 2.5.9 Intelligent Manufacturing: From Smart Factories to Smarter Factories
    • 2.5.10 Teleoperation and Tele-robotics
    • 2.5.11 IIoT and Fifth Generation (5G) Wireless
    • 2.5.12 IIoT and Edge Computing

3 IIoT Technologies

  • 3.1 Hardware Technologies
    • 3.1.1 Hardware Development Platforms
    • 3.1.2 Smart Sensors
  • 3.2 Software Technologies
    • 3.2.1 Connectivity Platforms
    • 3.2.2 Data Storage Platforms
    • 3.2.3 Data Analytics and Visualization Platforms
    • 3.2.4 IoT Protocols
  • 3.3 IIoT and Manufacturing Execution Systems (MES)
    • 3.3.1 Role and Importance with IIoT
    • 3.3.2 MES and Cyber-Physical Systems
    • 3.3.3 MES in the Cloud and other Convergence
    • 3.3.4 Future of IIoT Enabled MES
  • 3.4 Edge Computing
    • 3.4.1 Introduction to Edge Computing
    • 3.4.2 Mobile Edge Computing (Multi-access Edge Computing)
    • 3.4.3 Fog Computing (Non-Cellular Edge Computing)
    • 3.4.4 Edge Computing in Industrial Networks and Systems
  • 3.5 Teleoperation and Tele-robotics
    • 3.5.1 Teleoperation
    • 3.5.2 Tele-robotics
    • 3.5.3 Cloud Robotics
  • 3.6 Digital Twin Technologies and Solutions
    • 3.6.1 Digital Twinning
    • 3.6.2 Digital Twin Solution Drivers
    • 3.6.3 Digital Twin Solution Use Cases
  • 3.7 Network Technologies in IIoT
    • 3.7.1 Wireless Local Area Network
    • 3.7.2 Wireless Personal Area Network
    • 3.7.3 Wireless Wide Area Networks
    • 3.7.4 Wireless Sensor Networks

4 IIoT in Industry Verticals

  • 4.1 Automotive and Transportation
  • 4.2 Cargo and Logistics
  • 4.3 Healthcare
  • 4.4 Manufacturing
  • 4.5 Oil and Gas
  • 4.6 Smart Cities
  • 4.7 Utilities

5 IIoT Case Studies

  • 5.1 IoT Enabled Digital Transformation in Automotive
  • 5.2 Industry 4.0 Platform Helps Advance Smart Manufacturing Operations
  • 5.3 Smarter Systems for Increased Productivity
  • 5.4 Connectivity and Intelligence Cleaning Automation
  • 5.5 IIoT for Pipeline Monitoring
  • 5.6 Smart Factories and Industrial Automation

6 IIoT Market Dynamics

  • 6.1 IIoT Market Drivers
  • 6.2 IIoT Market Challenges

7 IIoT Company Analysis

  • 7.1 ABB
    • 7.1.1 Company Profile
    • 7.1.2 Recent Developments
  • 7.2 Accenture
    • 7.2.1 Company Profile
    • 7.2.2 Recent Developments
  • 7.3 AGT International
    • 7.3.1 Company Profile
    • 7.3.2 Recent Developments
  • 7.4 ARM Holdings
    • 7.4.1 Company Profile
    • 7.4.2 Recent Developments
  • 7.5 ATOS
    • 7.5.1 Company Profile
    • 7.5.2 Recent Developments
  • 7.6 B+B SmartWorx
    • 7.6.1 Company Profile
    • 7.6.2 Recent Developments
  • 7.7 Bosch
    • 7.7.1 Company Profile
    • 7.7.2 Recent Developments
  • 7.8 C3, Inc.
    • 7.8.1 Company Profile
    • 7.8.2 Recent Developments
  • 7.9 Cisco System Inc.
    • 7.9.1 Company Profile
    • 7.9.2 Recent Developments
  • 7.10 Digi International
    • 7.10.1 Company Profile
    • 7.10.2 Recent Developments
  • 7.11 Echelon Corporation
    • 7.11.1 Company Profile
    • 7.11.2 Recent Developments
  • 7.12 Elecsys Corporation
    • 7.12.1 Company Profile
  • 7.13 General Electric
    • 7.13.1 Company Profile
    • 7.13.2 Recent Developments
  • 7.14 Hitachi
    • 7.14.1 Company Profile
    • 7.14.2 Recent Developments
  • 7.15 IBM
    • 7.15.1 Company Profile
    • 7.15.2 Recent Developments
  • 7.16 Oracle
    • 7.16.1 Company Profile
  • 7.17 PTC
    • 7.17.1 Company Profile
    • 7.17.2 Recent Developments
  • 7.18 Real-Time Innovation
    • 7.18.1 Company Profile
    • 7.18.2 Recent Developments
  • 7.19 Rockwell Automation
    • 7.19.1 Company Profile
    • 7.19.2 Recent Developments
  • 7.20 SAP
    • 7.20.1 Company Profile
    • 7.20.2 Recent Developments
  • 7.21 Sensata Technologies
    • 7.21.1 Company Profile
  • 7.22 Siemens
    • 7.22.1 Company Profile
    • 7.22.2 Recent Developments
  • 7.23 Wind River
    • 7.23.1 Company Profile
    • 7.23.2 Recent Developments
  • 7.24 Worldsensing
    • 7.24.1 Company Profile
  • 7.25 Wovyn LLC.
    • 7.25.1 Company Profile

8 IIoT Global Market Analysis and Forecasts 2021 - 2026

  • 8.1 IIoT Market by Region 2021 - 2026
  • 8.2 IIoT Global Market by Products Offered 2021 - 2026
    • 8.2.1 IIoT Market for Hardware in 2021 - 2026
    • 8.2.2 IIoT Market for Software in 2021 - 2026
    • 8.2.3 IIoT Market for Services 2021 - 2026
  • 8.3 IIoT Global Market by Industry Vertical 2021 - 2026
    • 8.3.1 IIoT Deployments in Manufacturing Sector 2021 - 2026
    • 8.3.2 Healthcare Market for IIoT 2021 - 2026
    • 8.3.3 Automotive Industry Market for IIoT 2021 - 2026
    • 8.3.4 Retail industry Market for IIoT 2021 - 2026
    • 8.3.5 Oil and Gas Industry Market for IIoT 2021 - 2026
    • 8.3.6 Market for IIoT by Cargo and Logistic Sector 2021 - 2026
    • 8.3.7 IIoT in Utilities Sector 2021 - 2026
    • 8.3.8 IIoT in Hospitality Sector 2021 - 2026

9 Future of IIoT Technologies, Solutions, and Deployment

  • 9.1 IIoT Deployment and Support
    • 9.1.1 Carrier Supported IIoT Networks
    • 9.1.2 IIoT and Private Wireless Networks
  • 9.2 Evolution of IIoT Economic Value
    • 9.2.1 Internal Company Benefits
    • 9.2.2 Customer Oriented Benefits
    • 9.2.3 IIoT Data Becomes the Product
  • 9.3 IIoT and Technology Convergence
  • 9.4 IIoT Data as a Service
    • 9.4.1 Data as a Service (DaaS) General Market
    • 9.4.2 DaaS Market for Business Data (Enterprise and Industrial)
  • 9.5 DaaS Market by Source: Machine and Non-Machine Data
  • 9.6 DaaS Market by Data Collection: IoT and Non-IoT Data

10 Appendix: Additional IIoT Vendor Analysis

  • 10.1 European IIoT
  • 10.2 North American IIoT
  • 10.3 Asia IIoT

Figures

  • Figure 1: IIoT Impact on Automation and Processes
  • Figure 2: Four Pillars of IIoT Execution
  • Figure 3: IoT Framework
  • Figure 4: 5G and IIoT
  • Figure 5: Requirements for Wireless IIoT Access Technology
  • Figure 6: Hardware Systems used in IIoT
  • Figure 7: Software Solutions used in IIoT
  • Figure 8: Smart Sensor Components
  • Figure 9: Smart Sensor Model
  • Figure 10: Smart Sensor Model with Functional Partitioning
  • Figure 11: IoT Data Processing Flow
  • Figure 12: Sensor Node Components
  • Figure 13: Wireless Sensor Network Topologies
  • Figure 14: IIoT Market Drivers and Constraints
  • Figure 15: Embedded Systems and IIoT
  • Figure 16: Managing Devices, Processes, and End-users in IIoT
  • Figure 17: IIoT Management Platform: Cloud, Connectivity, and Devices
  • Figure 18: Fourth Generation Automation Software
  • Figure 19: Global IIoT Market 2021 - 2026
  • Figure 20: IIoT Regional Market 2021 - 2026
  • Figure 21: IIoT Deployments in Manufacturing Sector 2021 - 2026
  • Figure 22: IIoT Deployments in Manufacturing Sector by Region 2021 - 2026
  • Figure 23: IIoT Deployments in Healthcare Sector 2021 - 2026
  • Figure 24: IIoT Deployments in Healthcare Sector by Regions 2021 - 2026
  • Figure 25: IIoT Deployments in Automotive Sector 2021 - 2026
  • Figure 26: IIoT Deployments in Automotive Sector by Regions 2021 - 2026
  • Figure 27: IIoT Deployments in Retail Sector 2021 - 2026
  • Figure 28: IIoT Deployments in Retail Sector by Regions 2021 - 2026
  • Figure 29: IIoT Deployments in Oil and Gas Sector 2021 - 2026
  • Figure 30: IIoT Deployments in Oil and Gas Sector by Regions 2021 - 2026
  • Figure 31: IIoT Deployments in Cargo and Logistics Sector 2021 - 2026
  • Figure 32: IIoT Deployments in Cargo and Logistics Sector by Regions 2021 - 2026
  • Figure 33: IIoT Market for Utilities Sector 2021 - 2026
  • Figure 34: IIoT Market for Utility Sector by Regions 2021 - 2026
  • Figure 35: IIoT Market for Hospitality Sector 2021 - 2026
  • Figure 36: IIoT Market for Hospitality Sector by Regions 2021 - 2026
  • Figure 37: DaaS Market for Business Data
  • Figure 38: DaaS Market by Solution using Business Data
  • Figure 39: DaaS Market Industry Vertical

Tables

  • Table 1: Leading Proprietary RTOS in Embedded Systems
  • Table 2: Global IIoT Market 2021 - 2026
  • Table 3: IIoT Regional Market 2021 - 2026
  • Table 4: IIoT Market by Product Segments 2021 - 2026
  • Table 5: IIoT Regional Market by Product Sub-segments 2021 - 2026
  • Table 6: Market for Connectivity Platforms by Industry Sector 2021 - 2026
  • Table 7: Market for Connectivity Platforms by Regions 2020 - 2028
  • Table 8: Market for Sensor Infrastructure by Industry Sector 2021 - 2026
  • Table 9: Market for Sensor Infrastructure by Region 2021 - 2026
  • Table 10: Market for Hardware Platforms by Industry Sector 2021 - 2026
  • Table 11: Market for Hardware Platforms by Region 2021 - 2026
  • Table 12: Market for Data Storage by Industry Sector 2021 - 2026
  • Table 13: Market for Data Storage by Region 2021 - 2026
  • Table 14: Market for Software Development Platforms and Apps by Industry Sector 2021 - 2026
  • Table 15: Market for Software Development Platforms and Apps by Region 2021 - 2026
  • Table 16: Market for Data Analytics platform by Industry Sector 2021 - 2026
  • Table 17: Market for Data Analytics platform by Region 2021 - 2026
  • Table 18: Market for Cyber-security Solutions by Industry Sector 2021 - 2026
  • Table 19: Market for Cyber-security Solutions by Region 2021 - 2026
  • Table 20: Market for Cloud Based Services by Industry Sector 2021 - 2026
  • Table 21: Market for Cloud Based Services by Region 2021 - 2026
  • Table 22: Market for Management and Consulting Services by Industry Sector 2021 - 2026
  • Table 23: Market for Management and Consulting Services by Region 2021 - 2026
  • Table 24: IIoT Global Market for Industry Vertical 2021 - 2026
  • Table 25: IIoT Deployments in Manufacturing Sector 2021 - 2026
  • Table 26: IIoT Deployments in Manufacturing Sector by Region 2021 - 2026
  • Table 27: IIoT Deployments in Manufacturing Sector by Product Sub-segment 2021 - 2026
  • Table 28: IIoT Deployments in Healthcare Sector 2021 - 2026
  • Table 29: IIoT Deployments in Healthcare Sector by Region2021 - 2026
  • Table 30: IIoT Deployments in Healthcare Sector by Product Sub-segment 2021 - 2026
  • Table 31: IIoT Deployments in Automotive Sector 2021 - 2026
  • Table 32: IIoT Deployments in Automotive Sector by Regions 2021 - 2026
  • Table 33: IIoT Deployments in Automotive Sector by Product Sub-segment 2021 - 2026
  • Table 34: IIoT Deployments in Retail Sector 2021 - 2026
  • Table 35: IIoT Deployments in Retail Sector by Regions 2021 - 2026
  • Table 36: IIoT Deployments in Retail Sector by Product Sub-segment 2021 - 2026
  • Table 37: IIoT Deployments in Oil and Gas Sector 2021 - 2026
  • Table 38: IIoT Deployments in Oil and Gas Sector by Regions 2021 - 2026
  • Table 39: IIoT Deployments in Oil and Gas Sector by Product Sub-segments 2021 - 2026
  • Table 40: IIoT Deployments in Cargo and Logistics Sector 2021 - 2026
  • Table 41: IIoT Deployments in Cargo and Logistics Sector by Regions 2021 - 2026
  • Table 42: IIoT Deployments in Cargo and Logistics Sector by Product Sub-segments 2021 - 2026
  • Table 43: IIoT Market for Utility Sector 2021 - 2026
  • Table 44: IIoT Market for Utility Sector by Regions 2021 - 2026
  • Table 45: IIoT Market for Utility Sector by Product Sub-segment 2021 - 2026
  • Table 46: IIoT Market for Hospitality Sector 2021 - 2026
  • Table 47: IIoT Market for Hospitality Sector by Regions 2021 - 2026
  • Table 48: IIoT Market for Hospitality Sector by Product Sub-segment 2021 - 2026
  • Table 49: DaaS Market for Business Data
  • Table 50: DaaS Market by Solution Type using Business Data
  • Table 51: DaaS Market by Source (Machine vs. Non-Machine Data)
  • Table 52: DaaS Market by Data Collection Type (IoT vs. Non-IoT)