AI in Supply Chain Management Market

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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 2021 – 2026

This AI in supply chain management market report evaluates how AI is revamping operational process and facilitating cost effective supply chain solutions. It provides analysis of leading companies and solutions that are leveraging AI in their supply chains and those they manage on behalf of others, with evaluation of key strengths and weaknesses of these solutions. The report also provides a view into the future of AI in supply chain management market.



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    Description

    Artificial Intelligence (AI) is increasingly relied upon to improve operational efficiency and effectiveness of a broad spectrum of industries. Supply Chain Management (SCM) is a critical logistics function for most modern enterprise. AI is being integrated into SCM solutions to improve everything from process automation to providing greater visibility into static and real-time data. AI in SCM market also improves related management information systems.  Accordingly, the AI in supply chain management market represents a substantial opportunity for many software-driven and data-oriented companies.

    AI in Supply Chain Management Market Dynamics

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

    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). The combination of AI tools (such as machine learning) and cognitive computing will be powerful for the AI in supply chain management market.

    AI in Supply Chain Management Market Report

    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 most broad and detailed report of its type, providing analysis across a wide range of go-to-operational process considerations, such 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 2021 to 2026 such as AIaaS by revenue in China. It provides analysis of AI in SCM globally, regionally, and by country including the top ten countries per region by market share. The report provides analysis of leading companies and solutions that are leveraging AI in their supply chains and those they manage on behalf of others, with 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 health care 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.

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    Additional information

    Published

    2021

    Pages

    269

    Target Audience

    AI and Machine Learning Companies, Application Developers, Automation and Robotics Companies, Big Data and Analytics Companies, Cloud and Internet of Things Companies, Communications Services Providers, Data Management Companies, Enterprise Across All Industry Verticals, ICT Infrastructure Providers, Manufacturing Industry, Smart Building Services Companies, Systems Integrators

    License Type

    , , ,

    Select 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
    • Artificial Intelligence of Things is emerging as a major enabler of SCM optimization
    • Material movement and tracking is largest sub-segment within AI SCM in manufacturing
    • Leading vendors covered include SAP, Oracle, JDA, Epicor Software, Infor Global and others
    • AI-enabled supply chains are over 65% more effective with reduced risk and lower overall costs

    Companies in Report

    • 3M
    • Adidas
    • Amazon
    • Arvato SCM Solutions
    • BASF
    • Basware
    • BMW
    • 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
    • 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

    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

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