市場調査レポート
商品コード
1225875

サプライチェーン管理 (SCM) 向けAIの世界市場 (2023~2028年):技術・プロセス・ソリューション・管理機能 (自動化・計画&物流・在庫・リスク)・展開モデル・ビジネスタイプ・産業別

Artificial Intelligence in Supply Chain Management Market by Technology, Processes, Solutions, Management Function (Automation, Planning and Logistics, Inventory, Risk), Deployment Model, Business Type and Industry Verticals 2023 - 2028

出版日: | 発行: Mind Commerce | ページ情報: 英文 276 Pages | 納期: 即日から翌営業日

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=157.94円
サプライチェーン管理 (SCM) 向けAIの世界市場 (2023~2028年):技術・プロセス・ソリューション・管理機能 (自動化・計画&物流・在庫・リスク)・展開モデル・ビジネスタイプ・産業別
出版日: 2023年02月27日
発行: Mind Commerce
ページ情報: 英文 276 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のサプライチェーン管理 (SCM) 向けAIの市場規模は、2028年には175億米ドルの規模に成長すると予測されています。

地域別では、アジア太平洋地域が最大かつ最速の成長を示しています。また、クラウドベースのSCM向けAIaaS (AI as a Service) の部門は2028年に37億米ドルを超える規模に、IoT対応ソリューションのエッジコンピューティングにおけるSCM向けAIの部門は、2028年に61億2,000万米ドルの規模に成長すると予測されています。

当レポートでは、サプライチェーン管理 (SCM) 向けAIの市場を調査し、市場概要、市場成長への各種影響因子の分析、ケーススタディ、市場規模の推移・予測、各種区分・地域/主要国別の内訳、競合環境、市場シェア、主要企業のプロファイルなどをまとめています。

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

  • サプライチェーンマネジメント
  • SCMにおけるAI

第3章 SCM向けAI:課題と機会

  • 市場力学
  • 技術とソリューションの機会
  • 実装上の課題

第4章 サプライチェーンエコシステム企業の分析

  • ベンダーの市場シェア
  • 主要ベンダーの近年の展開
  • 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'Oreal
  • LLamasoft Inc.
  • Logility
  • Manhattan Associates
  • Micron Technology
  • Microsoft
  • Nestle
  • 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:ケーススタディ

第6章 SCM向けAI:市場分析・予測

  • SCM向けAI
  • ソリューション別
    • プラットフォーム
    • ソフトウェア
    • AIaaS (AI as a Service) の
  • ソリューションコンポーネント別
    • ハードウェア
    • ソフトウェア
    • サービス
  • 管理機能別
    • オートメーション
    • 計画・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
  • 技術別
    • 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
    • 予測分析
    • 機械学習
  • 産業別
    • 航空宇宙・政府
    • 自動車・輸送
    • 小売・CE製品
    • 消費財
    • ヘルスケア
    • 製造
    • 建築・建設
    • その他
  • 展開別
    • クラウド展開
  • AIシステム別
  • AIタイプ別
  • コネクティビティ別
    • 非通信事業者接続
    • 通信事業者接続
    • 接続規格
    • 企業
  • IoT Edgeネットワーク別
  • SCMアナリティクス向けAI市場
  • インテントベースネットワーキング別
  • 仮想化別
  • 5Gネットワーク別
  • ブロックチェーンネットワーク別
  • 地域別
    • 北米
    • アジア太平洋
    • 欧州
    • 中東・アフリカ
    • ラテンアメリカ
  • 国別
    • 主要10カ国の市場シェア
    • 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・提言

図表

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 2023 - 2028
  • Figure 26: Global AI in SCM Market by IoT Edge Network 2023 - 2028
  • Figure 27: Global AI in SCM Analytics Market 2023 - 2028
  • Figure 28: Global AI in SCM Market by Intent-Based Networking 2023 - 2028
  • Figure 29: Global AI in SCM Market by Virtualization 2023 - 2028
  • Figure 30: Global AI in SCM Market by 5G Network 2023 - 2028
  • Figure 31: Global AI in SCM Market by Blockchain Network 2023 - 2028
  • Figure 32: AI in SCM Market Share by Top Ten Country 2023 - 2028

Tables

  • Table 1: SCM Solution Vendor Market Share
  • Table 2: Global AI in SCM Market by Solution 2023 - 2028
  • Table 3: Global AI in SCM Market by Platforms 2023 - 2028
  • Table 4: Global AI in SCM Market by Software 2023 - 2028
  • Table 5: Global AI in SCM Market by AI-as-a-Service 2023 - 2028
  • Table 6: Global AI in SCM Market by Solution Components 2023 - 2028
  • Table 7: Global AI in SCM Market by Hardware 2023 - 2028
  • Table 8: Global AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 9: Global AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 10: Global AI in SCM Market by IoT Security Device 2023 - 2028
  • Table 11: Global AI in SCM Market by Surveillance Robots and Drone 2023 - 2028
  • Table 12: Global AI in SCM Market by Networking Device 2023 - 2028
  • Table 13: Global AI in SCM Market by Smart Appliances 2023 - 2028
  • Table 14: Global AI in SCM Market by Healthcare Device 2023 - 2028
  • Table 15: Global AI in SCM Market by Smart Grid Device 2023 - 2028
  • Table 16: Global AI in SCM Market by In-Vehicle IoT Device 2023 - 2028
  • Table 17: Global AI in SCM Market by Energy Management Device 2023 - 2028
  • Table 18: Global AI in SCM Market by Components 2023 - 2028
  • Table 19: Global AI in SCM Market by Wearable and Embedded Components 2023 - 2028
  • Table 20: Global AI in SCM Market by RTLS 2023 - 2028
  • Table 21: Global AI in SCM Market by Barcode 2023 - 2028
  • Table 22: Global AI in SCM Market by Barcode Scanner 2023 - 2028
  • Table 23: Global AI in SCM Market by Barcode Scanner Technology Labels 2023 - 2028
  • Table 24: Global AI in SCM Market by Barcode Stickers 2023 - 2028
  • Table 25: Global AI in SCM Market by RFID 2023 - 2028
  • Table 26: Global AI in SCM Market by RFID Tags 2023 - 2028
  • Table 27: Global AI in SCM Market by Sensors 2023 - 2028
  • Table 28: Global AI in SCM Market by Processors 2023 - 2028
  • Table 29: Global AI in SCM Market by Software 2023 - 2028
  • Table 30: Global AI in SCM Market by Services 2023 - 2028
  • Table 31: Global AI in SCM Market by Professional Services 2023 - 2028
  • Table 32: Global AI in SCM Market by Automation 2023 - 2028
  • Table 33: Global AI in SCM Market by Planning and Logistics 2023 - 2028
  • Table 34: Global AI in SCM Market by Inventory Management 2020 - 2029
  • Table 35: Global AI in SCM Market by Fleet Management 2023 - 2028
  • Table 36: Global AI in SCM Market by Virtual Assistant 2023 - 2028
  • Table 37: Global AI in SCM Market by Freight Brokerage 2023 - 2028
  • Table 38: Global AI in SCM Market by Risk Management and Dispute Resolution 2023 - 2028
  • Table 39: Global AI in SCM Market by Cognitive Computing 2023 - 2028
  • Table 40: Global AI in SCM Market by Computer Vision 2023 - 2028
  • Table 41: Global AI in SCM Market by Context-aware Computing 2023 - 2028
  • Table 42: Global AI in SCM Market by Natural Language Processing 2023 - 2028
  • Table 43: Global AI in SCM Market by Predictive Analytics 2023 - 2028
  • Table 44: Global AI in SCM Market by Machine Learning 2023 - 2028
  • Table 45: Global AI in SCM Market by Reinforcement Learning 2023 - 2028
  • Table 46: Global AI in SCM Market by Supervised Learning 2023 - 2028
  • Table 47: Global AI in SCM Market by Unsupervised Learning 2023 - 2028
  • Table 48: Global AI in SCM Market by Deep Learning 2023 - 2028
  • Table 49: Global AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 50: Global AI in SCM Market by Aerospace and Government Application 2023 - 2028
  • Table 51: Global AI in SCM Market by Automotive and Transportation Application 2023 - 2028
  • Table 52: Global AI in SCM Market by Retail and Consumer Electronics Application 2023 - 2028
  • Table 53: Global AI in SCM Market by Consumer Goods Application 2023 - 2028
  • Table 54: Global AI in SCM Market by Healthcare Application 2023 - 2028
  • Table 55: Global AI in SCM Market by Manufacturing Application 2023 - 2028
  • Table 56: Global AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 57: Global AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 58: Global AI in SCM Market by Deployment 2023 - 2028
  • Table 59: Global AI in SCM Market by Deployment 2023 - 2028
  • Table 60: Global AI in SCM Market by AI System 2023 - 2028
  • Table 61: Global AI in SCM Market by AI System 2023 - 2028
  • Table 62: Global AI in SCM Market by Connectivity 2023 - 2028
  • Table 63: Global AI in SCM Market by Non-Telecom Connectivity 2023 - 2028
  • Table 64: Global AI in SCM Market by Telecom Connectivity 2023 - 2028
  • Table 65: Global AI in SCM Market by Connectivity Standard 2023 - 2028
  • Table 66: Global AI in SCM Market by Enterprise 2023 - 2028
  • Table 67: Global AI in SCM Market by Region 2023 - 2028
  • Table 68: North America AI in SCM Market by Solution 2023 - 2028
  • Table 69: North America AI in SCM Market by Platforms 2023 - 2028
  • Table 70: North America AI in SCM Market by Solution Components 2023 - 2028
  • Table 71: North America AI in SCM Market by Hardware 2023 - 2028
  • Table 72: North America AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 73: North America AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 74: North America AI in SCM Market by IoT Security Device 2023 - 2028
  • Table 75: North America AI in SCM Market by Surveillance Robots and Drone 2023 - 2028
  • Table 76: North America AI in SCM Market by Networking Device 2023 - 2028
  • Table 77: North America AI in SCM Market by Smart Appliances 2023 - 2028
  • Table 78: North America AI in SCM Market by Healthcare Device 2023 - 2028
  • Table 79: North America AI in SCM Market by Smart Grid Device 2023 - 2028
  • Table 80: North America AI in SCM Market by In-Vehicle IoT Device 2023 - 2028
  • Table 81: North America AI in SCM Market by Energy Management Device 2023 - 2028
  • Table 82: North America AI in SCM Market by Components 2023 - 2028
  • Table 83: North America AI in SCM Market by Wearable and Embedded Components 2023 - 2028
  • Table 84: North America AI in SCM Market by RTLS 2023 - 2028
  • Table 85: North America AI in SCM Market by Barcode 2023 - 2028
  • Table 86: North America AI in SCM Market by Barcode Scanner 2023 - 2028
  • Table 87: North America AI in SCM Market by Barcode Scanner Technology Labels 2023 - 2028
  • Table 88: North America AI in SCM Market by Barcode Stickers 2023 - 2028
  • Table 89: North America AI in SCM Market by RFID 2023 - 2028
  • Table 90: North America AI in SCM Market by RFID Tags 2023 - 2028
  • Table 91: North America AI in SCM Market by Sensors 2023 - 2028
  • Table 92: North America AI in SCM Market by Processors 2023 - 2028
  • Table 93: North America AI in SCM Market by Software 2023 - 2028
  • Table 94: North America AI in SCM Market by Services 2023 - 2028
  • Table 95: North America AI in SCM Market by Professional Services 2023 - 2028
  • Table 96: North America AI in SCM Market by Management Function 2023 - 2028
  • Table 97: North America AI in SCM Market by Technology 2023 - 2028
  • Table 98: North America AI in SCM Market by Machine Learning 2023 - 2028
  • Table 99: North America AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 100: North America AI in SCM Market by Aerospace and Government Application 2023 - 2028
  • Table 101: North America AI in SCM Market by Automotive and Transportation Application 2023 - 2028
  • Table 102: North America AI in SCM Market by Retail and Consumer Electronics Application 2023 - 2028
  • Table 103: North America AI in SCM Market by Consumer Goods Application 2023 - 2028
  • Table 104: North America AI in SCM Market by Healthcare Application 2023 - 2028
  • Table 105: North America AI in SCM Market by Manufacturing Application 2023 - 2028
  • Table 106: North America AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 107: North America AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 108: North America AI in SCM Market by Deployment 2023 - 2028
  • Table 109: North America AI in SCM Market by Deployment 2023 - 2028
  • Table 110: North America AI in SCM Market by AI System 2023 - 2028
  • Table 111: North America AI in SCM Market by AI System 2023 - 2028
  • Table 112: North America AI in SCM Market by Connectivity 2023 - 2028
  • Table 113: North America AI in SCM Market by Non-Telecom Connectivity 2023 - 2028
  • Table 114: North America AI in SCM Market by Telecom Connectivity 2023 - 2028
  • Table 115: North America AI in SCM Market by Connectivity Standard 2023 - 2028
  • Table 116: North America AI in SCM Market by Enterprise 2023 - 2028
  • Table 117: North America AI in SCM Market by Country 2023 - 2028
  • Table 118: APAC AI in SCM Market by Solution 2023 - 2028
  • Table 119: APAC AI in SCM Market by Platforms 2023 - 2028
  • Table 120: APAC AI in SCM Market by Solution Components 2023 - 2028
  • Table 121: APAC AI in SCM Market by Hardware 2023 - 2028
  • Table 122: APAC AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 123: APAC AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 124: APAC AI in SCM Market by IoT Security Device 2023 - 2028
  • Table 125: APAC AI in SCM Market by Surveillance Robots and Drone 2023 - 2028
  • Table 126: APAC AI in SCM Market by Networking Device 2023 - 2028
  • Table 127: APAC AI in SCM Market by Smart Appliances 2023 - 2028
  • Table 128: APAC AI in SCM Market by Healthcare Device 2023 - 2028
  • Table 129: APAC AI in SCM Market by Smart Grid Device 2023 - 2028
  • Table 130: APAC AI in SCM Market by In-Vehicle IoT Device 2023 - 2028
  • Table 131: APAC AI in SCM Market by Energy Management Device 2023 - 2028
  • Table 132: APAC AI in SCM Market by Components 2023 - 2028
  • Table 133: APAC AI in SCM Market by Wearable and Embedded Components 2023 - 2028
  • Table 134: APAC AI in SCM Market by RTLS 2023 - 2028
  • Table 135: APAC AI in SCM Market by Barcode 2023 - 2028
  • Table 136: APAC AI in SCM Market by Barcode Scanner 2023 - 2028
  • Table 137: APAC AI in SCM Market by Barcode Scanner Technology Labels 2023 - 2028
  • Table 138: APAC AI in SCM Market by Barcode Stickers 2023 - 2028
  • Table 139: APAC AI in SCM Market by RFID 2023 - 2028
  • Table 140: APAC AI in SCM Market by RFID Tags 2023 - 2028
  • Table 141: APAC AI in SCM Market by Sensors 2023 - 2028
  • Table 142: APAC AI in SCM Market by Processors 2023 - 2028
  • Table 143: APAC AI in SCM Market by Software 2023 - 2028
  • Table 144: APAC AI in SCM Market by Services 2023 - 2028
  • Table 145: APAC AI in SCM Market by Professional Services 2023 - 2028
  • Table 146: APAC AI in SCM Market by Management Function 2023 - 2028
  • Table 147: APAC AI in SCM Market by Technology 2023 - 2028
  • Table 148: APAC AI in SCM Market by Machine Learning 2023 - 2028
  • Table 149: APAC AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 150: APAC AI in SCM Market by Aerospace and Government Application 2023 - 2028
  • Table 151: APAC AI in SCM Market by Automotive and Transportation Application 2023 - 2028
  • Table 152: APAC AI in SCM Market by Retail and Consumer Electronics Application 2023 - 2028
  • Table 153: APAC AI in SCM Market by Consumer Goods Application 2023 - 2028
  • Table 154: APAC AI in SCM Market by Healthcare Application 2023 - 2028
  • Table 155: APAC AI in SCM Market by Manufacturing Application 2023 - 2028
  • Table 156: APAC AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 157: APAC AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 158: APAC AI in SCM Market by Deployment 2023 - 2028
  • Table 159: APAC AI in SCM Market by Deployment 2023 - 2028
  • Table 160: APAC AI in SCM Market by AI System 2023 - 2028
  • Table 161: APAC AI in SCM Market by AI System 2023 - 2028
  • Table 162: APAC AI in SCM Market by Connectivity 2023 - 2028
  • Table 163: APAC AI in SCM Market by Non-Telecom Connectivity 2023 - 2028
  • Table 164: APAC AI in SCM Market by Telecom Connectivity 2023 - 2028
  • Table 165: APAC AI in SCM Market by Connectivity Standard 2023 - 2028
  • Table 166: APAC AI in SCM Market by Enterprise 2023 - 2028
  • Table 167: APAC AI in SCM Market by Country 2023 - 2028
  • Table 168: Europe AI in SCM Market by Solution 2023 - 2028
  • Table 169: Europe AI in SCM Market by Platforms 2023 - 2028
  • Table 170: Europe AI in SCM Market by Solution Components 2023 - 2028
  • Table 171: Europe AI in SCM Market by Hardware 2023 - 2028
  • Table 172: Europe AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 173: Europe AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 174: Europe AI in SCM Market by IoT Security Device 2023 - 2028
  • Table 175: Europe AI in SCM Market by Surveillance Robots and Drone 2023 - 2028
  • Table 176: Europe AI in SCM Market by Networking Device 2023 - 2028
  • Table 177: Europe AI in SCM Market by Smart Appliances 2023 - 2028
  • Table 178: Europe AI in SCM Market by Healthcare Device 2023 - 2028
  • Table 179: Europe AI in SCM Market by Smart Grid Device 2023 - 2028
  • Table 180: Europe AI in SCM Market by In-Vehicle IoT Device 2023 - 2028
  • Table 181: Europe AI in SCM Market by Energy Management Device 2023 - 2028
  • Table 182: Europe AI in SCM Market by Components 2023 - 2028
  • Table 183: Europe AI in SCM Market by Wearable and Embedded Components 2023 - 2028
  • Table 184: Europe AI in SCM Market by RTLS 2023 - 2028
  • Table 185: Europe AI in SCM Market by Barcode 2023 - 2028
  • Table 186: Europe AI in SCM Market by Barcode Scanner 2023 - 2028
  • Table 187: Europe AI in SCM Market by Barcode Scanner Technology Labels 2023 - 2028
  • Table 188: Europe AI in SCM Market by Barcode Stickers 2023 - 2028
  • Table 189: Europe AI in SCM Market by RFID 2023 - 2028
  • Table 190: Europe AI in SCM Market by RFID Tags 2023 - 2028
  • Table 191: Europe AI in SCM Market by Sensors 2023 - 2028
  • Table 192: Europe AI in SCM Market by Processors 2023 - 2028
  • Table 193: Europe AI in SCM Market by Software 2023 - 2028
  • Table 194: Europe AI in SCM Market by Services 2023 - 2028
  • Table 195: Europe AI in SCM Market by Professional Services 2023 - 2028
  • Table 196: Europe AI in SCM Market by Management Function 2023 - 2028
  • Table 197: Europe AI in SCM Market by Technology 2023 - 2028
  • Table 198: Europe AI in SCM Market by Machine Learning 2023 - 2028
  • Table 199: Europe AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 200: Europe AI in SCM Market by Aerospace and Government Application 2023 - 2028
  • Table 201: Europe AI in SCM Market by Automotive and Transportation Application 2023 - 2028
  • Table 202: Europe AI in SCM Market by Retail and Consumer Electronics Application 2023 - 2028
  • Table 203: Europe AI in SCM Market by Consumer Goods Application 2023 - 2028
  • Table 204: Europe AI in SCM Market by Healthcare Application 2023 - 2028
  • Table 205: Europe AI in SCM Market by Manufacturing Application 2023 - 2028
  • Table 206: Europe AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 207: Europe AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 208: Europe AI in SCM Market by Deployment 2023 - 2028
  • Table 209: Europe AI in SCM Market by Deployment 2023 - 2028
  • Table 210: Europe AI in SCM Market by AI System 2023 - 2028
  • Table 211: Europe AI in SCM Market by AI System 2023 - 2028
  • Table 212: Europe AI in SCM Market by Connectivity 2023 - 2028
  • Table 213: Europe AI in SCM Market by Non-Telecom Connectivity 2023 - 2028
  • Table 214: Europe AI in SCM Market by Telecom Connectivity 2023 - 2028
  • Table 215: Europe AI in SCM Market by Connectivity Standard 2023 - 2028
  • Table 216: Europe AI in SCM Market by Enterprise 2023 - 2028
  • Table 217: Europe AI in SCM Market by Country 2023 - 2028
  • Table 218: MEA AI in SCM Market by Solution 2023 - 2028
  • Table 219: MEA AI in SCM Market by Platforms 2023 - 2028
  • Table 220: MEA AI in SCM Market by Solution Components 2023 - 2028
  • Table 221: MEA AI in SCM Market by Hardware 2023 - 2028
  • Table 222: MEA AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 223: MEA AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 224: MEA AI in SCM Market by IoT Security Device 2023 - 2028
  • Table 225: MEA AI in SCM Market by Surveillance Robots and Drone 2023 - 2028
  • Table 226: MEA AI in SCM Market by Networking Device 2023 - 2028
  • Table 227: MEA AI in SCM Market by Smart Appliances 2023 - 2028
  • Table 228: MEA AI in SCM Market by Healthcare Device 2023 - 2028
  • Table 229: MEA AI in SCM Market by Smart Grid Device 2023 - 2028
  • Table 230: MEA AI in SCM Market by In-Vehicle IoT Device 2023 - 2028
  • Table 231: MEA AI in SCM Market by Energy Management Device 2023 - 2028
  • Table 232: MEA AI in SCM Market by Components 2023 - 2028
  • Table 233: MEA AI in SCM Market by Wearable and Embedded Components 2023 - 2028
  • Table 234: MEA AI in SCM Market by RTLS 2023 - 2028
  • Table 235: MEA AI in SCM Market by Barcode 2023 - 2028
  • Table 236: MEA AI in SCM Market by Barcode Scanner 2023 - 2028
  • Table 237: MEA AI in SCM Market by Barcode Scanner Technology Labels 2023 - 2028
  • Table 238: MEA AI in SCM Market by Barcode Stickers 2023 - 2028
  • Table 239: MEA AI in SCM Market by RFID 2023 - 2028
  • Table 240: MEA AI in SCM Market by RFID Tags 2023 - 2028
  • Table 241: MEA AI in SCM Market by Sensors 2023 - 2028
  • Table 242: MEA AI in SCM Market by Processors 2023 - 2028
  • Table 243: MEA AI in SCM Market by Software 2023 - 2028
  • Table 244: MEA AI in SCM Market by Services 2023 - 2028
  • Table 245: MEA AI in SCM Market by Professional Services 2023 - 2028
  • Table 246: MEA AI in SCM Market by Management Function 2023 - 2028
  • Table 247: MEA AI in SCM Market by Technology 2023 - 2028
  • Table 248: MEA AI in SCM Market by Machine Learning 2023 - 2028
  • Table 249: MEA AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 250: MEA AI in SCM Market by Aerospace and Government Application 2023 - 2028
  • Table 251: MEA AI in SCM Market by Automotive and Transportation Application 2023 - 2028
  • Table 252: MEA AI in SCM Market by Retail and Consumer Electronics Application 2023 - 2028
  • Table 253: MEA AI in SCM Market by Consumer Goods Application 2023 - 2028
  • Table 254: MEA AI in SCM Market by Healthcare Application 2023 - 2028
  • Table 255: MEA AI in SCM Market by Manufacturing Application 2023 - 2028
  • Table 256: MEA AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 257: MEA AI in SCM Market by Building and Construction Application 2023 - 2028
  • Table 258: MEA AI in SCM Market by Deployment 2023 - 2028
  • Table 259: MEA AI in SCM Market by Deployment 2023 - 2028
  • Table 260: MEA AI in SCM Market by AI System 2023 - 2028
  • Table 261: MEA AI in SCM Market by AI System 2023 - 2028
  • Table 262: MEA AI in SCM Market by Connectivity 2023 - 2028
  • Table 263: MEA AI in SCM Market by Non-Telecom Connectivity 2023 - 2028
  • Table 264: MEA AI in SCM Market by Telecom Connectivity 2023 - 2028
  • Table 265: MEA AI in SCM Market by Connectivity Standard 2023 - 2028
  • Table 266: MEA AI in SCM Market by Enterprise 2023 - 2028
  • Table 267: MEA AI in SCM Market by Country 2023 - 2028
  • Table 268: Latin America AI in SCM Market by Solution 2023 - 2028
  • Table 269: Latin America AI in SCM Market by Platforms 2023 - 2028
  • Table 270: Latin America AI in SCM Market by Solution Components 2023 - 2028
  • Table 271: Latin America AI in SCM Market by Hardware 2023 - 2028
  • Table 272: Latin America AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 273: Latin America AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 274: Latin America AI in SCM Market by IoT Security Device 2023 - 2028
  • Table 275: Latin America AI in SCM Market by Surveillance Robots and Drone 2023 - 2028
  • Table 276: Latin America AI in SCM Market by Networking Device 2023 - 2028
  • Table 277: Latin America AI in SCM Market by Smart Appliances 2023 - 2028
  • Table 278: Latin America AI in SCM Market by Healthcare Device 2023 - 2028
  • Table 279: Latin America AI in SCM Market by Smart Grid Device 2023 - 2028
  • Table 280: Latin America AI in SCM Market by In-Vehicle IoT Device 2023 - 2028
  • Table 281: Latin America AI in SCM Market by Energy Management Device 2023 - 2028
  • Table 282: Latin America AI in SCM Market by Components 2023 - 2028
  • Table 283: Latin America AI in SCM Market by Wearable and Embedded Components 2023 - 2028
  • Table 284: Latin America AI in SCM Market by RTLS 2023 - 2028
  • Table 285: Latin America AI in SCM Market by Barcode 2023 - 2028
  • Table 286: Latin America AI in SCM Market by Barcode Scanner 2023 - 2028
  • Table 287: Latin America AI in SCM Market by Barcode Scanner Technology Labels 2023 - 2028
  • Table 288: Latin America AI in SCM Market by Barcode Stickers 2023 - 2028
  • Table 289: Latin America AI in SCM Market by RFID 2023 - 2028
  • Table 290: Latin America AI in SCM Market by RFID Tags 2023 - 2028
  • Table 291: Latin America AI in SCM Market by Sensors 2023 - 2028
  • Table 292: Latin America AI in SCM Market by Processors 2023 - 2028
  • Table 293: Latin America AI in SCM Market by Software 2023 - 2028
  • Table 294: Latin America AI in SCM Market by Services 2023 - 2028
  • Table 295: Latin America AI in SCM Market by Professional Services 2023 - 2028
  • Table 296: Latin America AI in SCM Market by Management Function 2023 - 2028
  • Table 297: Latin America AI in SCM Market by Technology 2023 - 2028
  • Table 298: Latin America AI in SCM Market by Machine Learning 2023 - 2028
  • Table 299: Latin America AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 300: Latin America AI in SCM Market by Aerospace and Government Application 2023 - 2028
  • Table 301: Latin America AI in SCM Market by Automotive and Transportation Application 2023 - 2028
  • Table 302: Latin America AI in SCM Market by Retail and Consumer Electronics Application 2023 - 2028
  • Table 303: Latin America AI in SCM Market by Consumer Goods Application 2023 - 2028
  • Table 304: Latin America AI in SCM Market by Healthcare Application 2023 - 2028
  • Table 305: Latin America AI in SCM Market by Manufacturing Application 2023 - 2028
  • Table 306: Latin America AI in SCM Market by Building and Construction Application 2023 - 2028
  • 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 2023 - 2028
  • Table 309: Latin America AI in SCM Market by Deployment 2023 - 2028
  • Table 310: Latin America AI in SCM Market by AI System 2023 - 2028
  • Table 311: Latin America AI in SCM Market by AI System 2023 - 2028
  • Table 312: Latin America AI in SCM Market by Connectivity 2023 - 2028
  • Table 313: Latin America AI in SCM Market by Non-Telecom Connectivity 2023 - 2028
  • Table 314: Latin America AI in SCM Market by Telecom Connectivity 2023 - 2028
  • Table 315: Latin America AI in SCM Market by Connectivity Standard 2023 - 2028
  • Table 316: Latin America AI in SCM Market by Enterprise 2023 - 2028
  • Table 317: Latin America AI in SCM Market by Country 2023 - 2028
  • Table 318: USA AI in SCM Market by Solution 2023 - 2028
  • Table 319: USA AI in SCM Market by Solution 2023 - 2028
  • Table 320: USA AI in SCM Market by Solution Components 2023 - 2028
  • Table 321: USA AI in SCM Market by Hardware 2023 - 2028
  • Table 322: USA AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 323: USA AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 324: USA AI in SCM Market by Components 2023 - 2028
  • Table 325: USA AI in SCM Market by Software 2023 - 2028
  • Table 326: USA AI in SCM Market by Services 2023 - 2028
  • Table 327: USA AI in SCM Market by Management Function 2023 - 2028
  • Table 328: USA AI in SCM Market by Technology 2023 - 2028
  • Table 329: USA AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 330: USA AI in SCM Market by Deployment 2023 - 2028
  • Table 331: China AI in SCM Market by Solution 2023 - 2028
  • Table 332: China AI in SCM Market by Solution 2023 - 2028
  • Table 333: China AI in SCM Market by Solution Components 2023 - 2028
  • Table 334: China AI in SCM Market by Hardware 2023 - 2028
  • Table 335: China AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 336: China AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 337: China AI in SCM Market by Components 2023 - 2028
  • Table 338: China AI in SCM Market by Software 2023 - 2028
  • Table 339: China AI in SCM Market by Services 2023 - 2028
  • Table 340: China AI in SCM Market by Management Function 2023 - 2028
  • Table 341: China AI in SCM Market by Technology 2023 - 2028
  • Table 342: China AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 343: China AI in SCM Market by Deployment 2023 - 2028
  • Table 344: Canada AI in SCM Market by Solution 2023 - 2028
  • Table 345: Canada AI in SCM Market by Solution 2023 - 2028
  • Table 346: Canada AI in SCM Market by Solution Components 2023 - 2028
  • Table 347: Canada AI in SCM Market by Hardware 2023 - 2028
  • Table 348: Canada AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 349: Canada AI in SCM Market by IoT Embedded Device 2019 - 2025
  • Table 350: Canada AI in SCM Market by Components 2023 - 2028
  • Table 351: Canada AI in SCM Market by Software 2023 - 2028
  • Table 352: Canada AI in SCM Market by Services 2023 - 2028
  • Table 353: Canada AI in SCM Market by Management Function 2023 - 2028
  • Table 354: Canada AI in SCM Market by Technology 2023 - 2028
  • Table 355: Canada AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 356: Canada AI in SCM Market by Deployment 2023 - 2028
  • Table 357: Mexico AI in SCM Market by Solution 2023 - 2028
  • Table 358: Mexico AI in SCM Market by Solution 2023 - 2028
  • Table 359: Mexico AI in SCM Market by Solution Components 2023 - 2028
  • Table 360: Mexico AI in SCM Market by Hardware 2023 - 2028
  • Table 361: Mexico AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 362: Mexico AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 363: Mexico AI in SCM Market by Components 2023 - 2028
  • Table 364: Mexico AI in SCM Market by Software 2023 - 2028
  • Table 365: Mexico AI in SCM Market by Services 2023 - 2028
  • Table 366: Mexico AI in SCM Market by Management Function 2023 - 2028
  • Table 367: Mexico AI in SCM Market by Technology 2023 - 2028
  • Table 368: Mexico AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 369: Mexico AI in SCM Market by Deployment 2023 - 2028
  • Table 370: Japan AI in SCM Market by Solution 2023 - 2028
  • Table 371: Japan AI in SCM Market by Solution 2023 - 2028
  • Table 372: Japan AI in SCM Market by Solution Components 2023 - 2028
  • Table 373: Japan AI in SCM Market by Hardware 2023 - 2028
  • Table 374: Japan AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 375: Japan AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 376: Japan AI in SCM Market by Components 2023 - 2028
  • Table 377: Japan AI in SCM Market by Software 2023 - 2028
  • Table 378: Japan AI in SCM Market by Services 2023 - 2028
  • Table 379: Japan AI in SCM Market by Management Function 2023 - 2028
  • Table 380: Japan AI in SCM Market by Technology 2023 - 2028
  • Table 381: Japan AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 382: Japan AI in SCM Market by Deployment 2023 - 2028
  • Table 383: UK AI in SCM Market by Solution 2023 - 2028
  • Table 384: UK AI in SCM Market by Solution 2023 - 2028
  • Table 385: UK AI in SCM Market by Solution Components 2023 - 2028
  • Table 386: UK AI in SCM Market by Hardware 2023 - 2028
  • Table 387: UK AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 388: UK AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 389: UK AI in SCM Market by Components 2023 - 2028
  • Table 390: UK AI in SCM Market by Software 2023 - 2028
  • Table 391: UK AI in SCM Market by Services 2023 - 2028
  • Table 392: UK AI in SCM Market by Management Function 2023 - 2028
  • Table 393: UK AI in SCM Market by Technology 2023 - 2028
  • Table 394: UK AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 395: UK AI in SCM Market by Deployment 2023 - 2028
  • Table 396: Germany AI in SCM Market by Solution 2023 - 2028
  • Table 397: Germany AI in SCM Market by Solution 2023 - 2028
  • Table 398: Germany AI in SCM Market by Solution Components 2023 - 2028
  • Table 399: Germany AI in SCM Market by Hardware 2023 - 2028
  • Table 400: Germany AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 401: Germany AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 402: Germany AI in SCM Market by Components 2023 - 2028
  • Table 403: Germany AI in SCM Market by Software 2023 - 2028
  • Table 404: Germany AI in SCM Market by Services 2023 - 2028
  • Table 405: Germany AI in SCM Market by Management Function 2023 - 2028
  • Table 406: Germany AI in SCM Market by Technology 2023 - 2028
  • Table 407: Germany AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 408: Germany AI in SCM Market by Deployment 2023 - 2028
  • Table 409: South Korea AI in SCM Market by Solution 2023 - 2028
  • Table 410: South Korea AI in SCM Market by Solution 2023 - 2028
  • Table 411: South Korea AI in SCM Market by Solution Components 2023 - 2028
  • Table 412: South Korea AI in SCM Market by Hardware 2023 - 2028
  • Table 413: South Korea AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 414: South Korea AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 415: South Korea AI in SCM Market by Components 2023 - 2028
  • Table 416: South Korea AI in SCM Market by Software 2023 - 2028
  • Table 417: South Korea AI in SCM Market by Services 2023 - 2028
  • Table 418: South Korea AI in SCM Market by Management Function 2023 - 2028
  • Table 419: South Korea AI in SCM Market by Technology 2023 - 2028
  • Table 420: South Korea AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 421: South Korea AI in SCM Market by Deployment 2023 - 2028
  • Table 422: France AI in SCM Market by Solution 2023 - 2028
  • Table 423: France AI in SCM Market by Solution 2023 - 2028
  • Table 424: France AI in SCM Market by Solution Components 2023 - 2028
  • Table 425: France AI in SCM Market by Hardware 2023 - 2028
  • Table 426: France AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 427: France AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 428: France AI in SCM Market by Components 2023 - 2028
  • Table 429: France AI in SCM Market by Software 2023 - 2028
  • Table 430: France AI in SCM Market by Services 2023 - 2028
  • Table 431: France AI in SCM Market by Management Function 2023 - 2028
  • Table 432: France AI in SCM Market by Technology 2023 - 2028
  • Table 433: France AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 434: France AI in SCM Market by Deployment 2023 - 2028
  • Table 435: Russia AI in SCM Market by Solution 2023 - 2028
  • Table 436: Russia AI in SCM Market by Solution 2023 - 2028
  • Table 437: Russia AI in SCM Market by Solution Components 2023 - 2028
  • Table 438: Russia AI in SCM Market by Hardware 2023 - 2028
  • Table 439: Russia AI in SCM Market by Non-IoT Device 2023 - 2028
  • Table 440: Russia AI in SCM Market by IoT Embedded Device 2023 - 2028
  • Table 441: Russia AI in SCM Market by Components 2023 - 2028
  • Table 442: Russia AI in SCM Market by Software 2023 - 2028
  • Table 443: Russia AI in SCM Market by Services 2023 - 2028
  • Table 444: Russia AI in SCM Market by Management Function 2023 - 2028
  • Table 445: Russia AI in SCM Market by Technology 2023 - 2028
  • Table 446: Russia AI in SCM Market by Industry Vertical 2023 - 2028
  • Table 447: Russia AI in SCM Market by Deployment 2023 - 2028
目次

Overview:

This report 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 is the broadest and most detailed report of its type, providing analysis across a wide range of go-to-operational process considerations, such as the need for identity management and real-time location tracking, and market deployment considerations, such as AI type, technologies, platforms, connectivity, IoT integration, and deployment model including AI-as-a-Service (AIaaS).

Each aspect evaluated includes forecasts from 2023 to 2028 such as AIaaS by revenue in China. It provides an analysis of AI in SCM globally, regionally, and by country including the top ten countries per region by market share. The report also provides an analysis of leading companies and solutions that are leveraging AI in their supply chains and those they manage on behalf of others, with an evaluation of key strengths and weaknesses of these solutions.

It assesses AI in SCM by industry vertical and application such as material movement tracking and drug supply management in manufacturing and healthcare respectively. The report also provides a view into the future of AI in SCM including analysis of performance improvements such as optimization of revenues, supply chain satisfaction, and cost reduction.

Select Report Findings:

  • AI in SCM solutions as a whole will reach $17.5B globally by 2028
  • The Asia Pac region is the largest and fastest-growing for AI in SCM
  • Cloud-based AI-as-a-Service for SCM will exceed $3.7B globally by 2028
  • AI SCM in edge computing for IoT enabled solutions will reach $6.12B by 2028
  • Artificial Intelligence of Things is emerging as a major enabler of SCM optimization
  • Material movement and tracking is the largest sub-segment within AI SCM in manufacturing
  • AI-enabled supply chains are over 67% more effective with reduced risk and lower overall costs

Modern supply chains represent complex systems of organizations, people, activities, information, and resources involved in moving a product or service from supplier to customer. Supply Chain Management (SCM) solutions are typically manifest in software architecture and systems that facilitate the flow of information among different functions within and between enterprise organizations.

Leading SCM solutions catalyze information sharing across organizational units and geographical locations, enabling decision-makers to have an enterprise-wide view of the information needed in a timely, reliable, and consistent fashion. Various forms of Artificial Intelligence (AI) are being integrated into SCM solutions to improve everything from process automation to overall decision-making. This includes greater data visibility (static and real-time data) as well as related management information system effectiveness.

In addition to fully automated decision-making, AI systems are also leveraging various forms of cognitive computing to optimize the combined efforts of artificial and human intelligence. For example, AI in SCM is enabling improved supply chain automation through the use of virtual assistants, which are used both internally (within a given enterprise) as well as between supply chain members (e.g. customer-supplier chains). It is anticipated that virtual assistants in SCM will leverage an industry-specific knowledge database as well as company, department, and production-specific learning.

AI-enabled improvements in supply chain member satisfaction causes a positive feedback loop, leading to better overall SCM performance. One of the primary goals is to leverage AI to make supply chain improvements from production to consumption within product-related industries as well as create opportunities for supporting "servitization" of products in a cloud-based "as a service" model. AI will identify opportunities for supply chain members to have greater ownership of "outcomes as a service" and control of overall product/service experience and profitability.

With Internet of Things (IoT) technologies and solutions taking an ever-increasing role in SCM, the inclusion of AI algorithms and software-driven processes with IoT represents a very important opportunity to leverage the Artificial Intelligence of Things (AIoT) in supply chains. More specifically, AIoT solutions leverage the connectivity and communications power of IoT, along with the machine learning and decision-making capabilities of AI, as a means of optimizing SCM by way of data-driven managed services.

Companies in Report:

  • 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
  • LLamasoft, Inc.
  • Logility
  • L'Oréal
  • 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

Table of Contents

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
      • 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
      • 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 Smart Supply Chain Operations with Cognitive Cloud
  • 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 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 2023 - 2028

  • 6.1 AI in SCM Market 2023 - 2028
  • 6.2 AI in SCM by Solution 2023 - 2028
    • 6.2.1 Platforms
    • 6.2.2 Software
    • 6.2.3 AI as a Service
  • 6.3 AI in SCM by Solution Components 2023 - 2028
    • 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 Drones
        • 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
          • 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 2023 - 2028
    • 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 2023 - 2028
    • 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 2023 - 2028
    • 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 2023 - 2028
    • 6.7.1 Cloud Deployment
  • 6.8 AI in SCM by AI System 2023 - 2028
  • 6.9 AI in SCM by AI Type 2023 - 2028
  • 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 2023 - 2028
  • 6.12 AI in SCM Analytics Market 2023 - 2028
  • 6.13 AI in SCM Market by Intent Based Networking 2023 - 2028
  • 6.14 AI in SCM Market by Virtualization 2023 - 2028
  • 6.15 AI in SCM Market by 5G Network 2023 - 2028
  • 6.16 AI in SCM Market by Blockchain Network 2023 - 2028
  • 6.17 AI in SCM by Region 2023 - 2028
    • 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