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市場調查報告書

供應鏈管理中的資產追蹤和人工智能市場(2021-2026)

Asset Tracking and AI in Supply Chain Management Market 2021 - 2026

出版商 Mind Commerce 商品編碼 1021726
出版日期 內容資訊 英文 659 Pages
商品交期: 最快1-2個工作天內
價格
供應鏈管理中的資產追蹤和人工智能市場(2021-2026) Asset Tracking and AI in Supply Chain Management Market 2021 - 2026
出版日期: 2021年08月06日內容資訊: 英文 659 Pages
簡介

全球供應鏈管理 (SCM) 人工智能解決方案市場預計到 2026 年將達到 155 億美元。其中,亞太地區是增長最快的地區。此外,全球資產追蹤市場預計將以 17.1% 的複合年增長率增長,到 2026 年將達到 551 億美元。

資產管理市場仍然受到與特定重要資產類別中的公司相關的資產數量相對較少的限制。領先的資產跟蹤解決方案關注資產對企業和政府機構的價值,而不是資產本身的帳面價值。

此外,由於規模經濟的改善、小型化和通信的進步,低價資產跟蹤變得可行,目標行業和資產的類型正在擴大。例如,在航運、供應鏈管理、企業物流等領域,基於RFID的 "slap and truck" 解決方案被廣泛使用,用於跟蹤商業設備和消耗品等中低價值資產。

本報告考察了供應鏈管理中的資產追蹤和人工智能市場,並評估了整個資產管理和物流生態系統,包括資產追蹤技術、解決方案以及在關鍵公司、戰略和市場中的定位。此外,關於運營開始之前的流程的考慮因素,例如對 ID 管理和實時位置跟蹤的需求、人工智能類型、技術、平台、連接性、物聯網集成、人工智能即服務 (AIaaS)我們分析了與市場開發相關的廣泛問題,包括包含這些問題的部署模型。

目錄

資產追蹤市場:基礎設施、連接類型、移動性、定位方法、解決方案類型、支持技術、行業

第 1 章執行摘要

第 2 章資產追蹤市場細分

  • 資產追蹤應用程序類型
  • 資產追蹤連接類型
  • 行業資產追蹤
  • 按地區:資產追蹤
  • 通過物聯網部署:資產追蹤
  • 資產追蹤中的人工智能
  • 其他支持資產追蹤的新興技術

第 3 章介紹

  • 資產追蹤概述
  • 資產類型
  • 資產追蹤市場細分
  • 資產追蹤業務增長因素
  • 資產追蹤技術

第 4 章資產追蹤解決方案

  • 解決方案注意事項
  • 解決方案需求
  • 具體解決方案
  • 資產追蹤基礎設施和服務

第 5 章行業資產追蹤

  • 航空/航天
  • 汽車/交通系統
  • 醫療保健
  • 製造/工業自動化
  • 倉庫存儲、物流、運輸
  • 政府(州/地區)
  • 旅遊/酒店
  • 家電
  • 農業/牲畜管理
  • 採掘/能源:石油、天然氣、木材、採礦
  • 食物和飲料
  • 教育培訓
  • 建築/樓宇自動化
  • 機器人/無人機
  • 金融業務
  • 信息和通信技術
  • 能源勘探與分配
  • 紡織品/化學品

第 6 章企業分析

  • Actsoft Inc.
  • ASAP Systems
  • AssetPanda
  • AT&T
  • CalAmp
  • Fleet Complete
  • GigaTrack
  • Microsoft Corporation
  • OnAsset Intelligence Inc.
  • Oracle Corporation
  • Spireon Inc.
  • Sprint Corporation
  • Tenna
  • Trimble Inc.
  • Verizon Wireless
  • Zebra Technologies
  • SAP SE
  • Epicor Software Corporation
  • JDA Software Group Inc.
  • Stanley Black & Decker Inc.
  • Honeywell International Inc.
  • Ubisense Group Plc.
  • Topcon Corporation
  • Datalogic S.P.A
  • Mojix Inc.
  • Impinj Inc.
  • Sato Holdings Corporation
  • TomTom International BV
  • IBM Corporation
  • Telit
  • Apptricity
  • Entigral Systems Inc.
  • NimbeLink
  • Sierra Wireless Inc.(Numerex)
  • ORBCOMM
  • Particle
  • PTC(ThingWorx)
  • Sendum Wireless Corporation
  • Senseaware(Fedex)
  • Sensitech Inc.
  • Sequans
  • Starcom
  • Telefonica
  • TrackX
  • Vodafone Limited
  • Chekhra Business Solutions
  • Lowry Solutions Inc.
  • RedBeam Inc.
  • TVL Inc.(WiseTrack)
  • Wasp Barcode Technologies Inc.
  • Jolly Technologies Inc.
  • Windward Software
  • Brilliant Info Systems Pvt. Ltd.
  • Freshworks
  • Sortly Inc.
  • QBurst
  • Northrop Grumman
  • Targa Telematics SPA
  • Speedshield Technologies(Adaptalift Group)
  • Smart Asset Manager Limited
  • Quantum Aviation Solutions
  • UpKeep Maintenance Management
  • PcsInfinity
  • Zerion Software Inc.
  • Litum IoT
  • Advantrack
  • Alphabet
  • ARI Fleet
  • Arvento
  • Azuga Fleet
  • Blackberry(Radar, QNX)
  • Carmalink
  • ClearPath GPS
  • DriveFactor(or CCC Drive)
  • Estrack
  • Fleet Safety Institute
  • Fleetilla
  • Fleetistics
  • FleetManager
  • FleetMind(Safe Fleet Holdings)
  • Fleetup
  • Geotab
  • Globalstar
  • Go Fleet
  • GPS Insight
  • GPS Trackit
  • GSAttrack(Global Satellite Engineering)
  • Gurtam
  • Inseego
  • IntouchGPS(GPSTrackit)
  • Lojack
  • Lytx
  • M2M in Motion
  • Mix Telematics
  • Momentum IoT
  • NexTraq(Michelin)
  • Omnitracs
  • Passtime
  • Pedigree Technologies
  • Raven Connected(KlashWerks Inc.)
  • Rhino Fleet
  • Roambee
  • SafeFleet
  • Samsara
  • Skybitz
  • Smart Path GPS
  • Teltrac Navman
  • T-Mobile
  • Zonar Systems(Continental AG)
  • Zubie
  • Polte
  • Tramigo
  • Ovinto
  • VTG
  • Bosch Connected Devices and Solutions
  • Visma
  • Sisfo
  • Ahrma
  • Moovement
  • CLS
  • Iridium
  • Kineis
  • Sigfox
  • Hiber
  • Myriota
  • Astrocast

第 7 章整體資產追蹤市場分析和預測 (2021-2026)

  • 全球資產追蹤部署和價值比較
  • 全球資產追蹤部署

第 8 章車隊追蹤市場分析和預測 (2021-2026)

  • 按車輛類型追蹤車隊
  • 車隊追蹤解決方案
  • 部署車隊追蹤解決方案
  • 車隊追蹤解決方案組件
    • 車隊運營管理
    • 車輛維修與診斷
    • 成長因素績效管理
    • 車隊分析和報告
  • 按管理技術分類的車隊追蹤解決方案類型
  • 按解決方案類型劃分的網絡技術解決方案車追蹤市場
  • 按服務類型追蹤車隊
    • 車隊追蹤的專業服務
    • 車隊追蹤管理服務
  • 區域車隊追蹤市場
    • 按國家/地區:北美市場
    • 按國家/地區:歐洲市場
    • 按國家/地區:亞太市場
    • 按國家/地區:中東/非洲市場
    • 按國家/地區:拉丁美洲市場

第 9 章非車隊資產追蹤市場分析和預測 (2021-2026)

  • 按流動性
  • 按資產價值
  • 按資產類型
  • 解決方案
    • 掃瞄儀類型
    • 閱讀器和標籤
    • 條碼標籤類型
  • 非車隊資產追蹤條碼貼紙類型
  • 按 RFID 類型劃分的非車隊資產追蹤市場
    • 非車隊資產追蹤 RFID 標籤類型
  • 傳感器類型
  • 按 RTLS 類型
  • 按功能
  • 管理解決方案
  • 行業
  • 按地區
    • 按國家/地區:北美市場
    • 按國家/地區:歐洲市場
    • 按國家/地區:亞太市場
    • 按國家/地區:中東/非洲市場
    • 按國家/地區:拉丁美洲市場

第 10 章支持物聯網的車隊追蹤細分市場 (2021-2026)

  • 按類別
  • 按陸地車輛類型
    • 商業/工業船隊
    • 卡車/貨車
    • 按類型進行遠距離追蹤 (LHT)
    • 按 LHT 輪類型
    • LHT 按長度類型
    • 按服務車輛類型
  • 艦隊拖車
  • 總線
  • 服務總線
  • 消費者/個人
  • 特殊用途
  • 非陸地車輛
  • 飛行器/設備
  • 鐵路車輛/設備
  • 水上交通工具

第 11 章支持物聯網的非車隊資產追蹤(2021-2026)

  • 按應用對物聯網進行非車隊資產追蹤
    • 按類別進行物業管理
    • 按設施管理類別

第 12 章車隊追蹤市場中的影像安全 (2021-2026)

  • 車隊追蹤中的影像安全
  • 按相機類型
  • 按應用
  • 按技術
  • 按技術功能
  • 按類型劃分的行車記錄儀
    • 通過行車記錄儀技術
    • 行車記錄儀的視頻安全產品展望
    • 行車記錄儀確保影像安全 影像品質
  • 按車輛類型追蹤車隊的視頻安全
    • 按陸地車輛類型
    • 按商業/工業車隊類型
  • 卡車/貨車
  • 遠距離追蹤 (LHT)
  • 價格範圍
  • 按地區
    • 按國家/地區:北美市場
    • 按國家/地區:歐洲市場
    • 按國家/地區:亞太市場
    • 按國家/地區:中東/非洲市場
    • 按國家/地區:拉丁美洲市場

第 13 章車隊追蹤市場中的新興技術 (2021-2026)

  • 配備 AR 的資產追蹤軟件:智能建築和智能工作場所的比較
  • 按網絡技術:全球資產追蹤市場
  • 全球資產追蹤市場
  • 全球部署人工智能嵌入式資產追蹤單元

第 14 章 Slap 和 Track 資產追蹤解決方案市場 (2021-2026)

  • World slap and track 解決方案
  • 按類型
  • 按安裝類型
  • 按資產
  • 按行業
  • 按地區
  • 按類型
  • 按資產類型
  • 按行業
  • 按地區

第 15 章生物追蹤市場 (2021-2026)

  • 全球生物追蹤市場
  • 按段
  • 按類型追蹤市場的人員
    • 匿名者
    • 非匿名人士
    • 按運動類型
    • 按技術
    • 按應用程序
    • 按行業
  • 按細分市場劃分的生物追蹤市場
    • 按類型:全球野生動物追蹤市場
    • 按產品分類:全球生物追蹤市場
    • 按技術:全球生物追蹤市場
    • 按應用:全球生物追蹤市場
    • 按行業:全球生物追蹤市場
  • 區域生物追蹤市場
    • 按國家/地區:北美市場
    • 按國家/地區:歐洲市場
    • 按國家/地區:亞太市場
    • 按國家/地區:中東/非洲市場
    • 按國家/地區:拉丁美洲市場

第 16 章結論/建議

數據

AI 在技術、流程、解決方案、管理功能、部署模型、行業、供應鏈管理市場分行業

第 1 章執行摘要

第 2 章介紹

  • 供應鏈管理
    • 挑戰
    • 市場機會
  • SCM中的人工智能
    • SCM領先的人工智能技術
    • 人工智能與技術融合

第 3 章人工智能在 SCM 中的挑戰和機遇

  • 市場動態
    • 供應鏈複雜的公司
    • 物流管理公司
    • SCM 軟件解決方案公司
  • 技術和解決方案機會
    • 利用人工智能 (AI)
    • 將 AI 與物聯網 (IoT) 集成
  • 實施問題
    • 管理摩擦
    • 遺留流程和程序
    • AISCM 解決方案和遺留集成的外包

第 4 章供應鏈生態系統公司分析

  • 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'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 市場案例研究中的人工智能

  • Master LockCompany的 IBM 案例研究
  • BASF:利用認知雲技術支持更智能的供應鏈運營
  • Amazon客戶保留案例研究
  • BMW採用人工智能進行物流流程等。

第 6 章 AI 在 SCM 市場分析和預測中的應用(2021-2026)

  • SCM 市場中的人工智能
  • SCM 中的 AI 解決方案
    • 平台
    • 軟件
    • 人工智能即服務
  • 解決方案組件的 SCM 人工智能
    • 硬件
    • 軟件
    • 服務
  • 管理功能在 SCM 中的 AI
    • 自動化
    • 規劃和物流
    • 庫存管理
    • 車隊管理
    • 虛擬支持
    • 貨物經紀
    • 風險管理和爭議解決
  • 人工智能在 SCM 中的技術
    • 認知計算
    • 計算機視覺
    • 上下文感知計算
    • 自然語言處理
    • 預測分析
    • 機器學習
  • 按行業劃分的 SCM 中的 AI
    • 航空航天/政府
    • 汽車/交通
    • 零售和家用電器
    • 消費品
    • 醫療保健
    • 製造
    • 建築/建造
    • 其他
  • 部署在 SCM 中的 AI
    • 雲端部署
  • 人工智能係統對單片機的人工智能
  • 按 AI 類型劃分的 SCM 的 AI
  • 連接性別 SCM AI
    • 非電信連接
    • 電信連接
    • 連接標準
    • 公司
  • 物聯網邊緣網絡在 SCM 市場中的人工智能
  • SCM 分析市場中的人工智能
  • 基於意圖的網絡 SCM 市場中的人工智能
  • 人工智能在 SCM 市場中的虛擬化
  • 5G 網絡 SCM 市場中的人工智能
  • 區塊鍊網絡在 SCM 市場中的人工智能
  • 區域供應鏈管理中的人工智能
    • 北美
    • 亞太地區
    • 歐洲
    • 中東和非洲
    • 拉丁美洲
  • 按國家/地區分類的 SCM 中的 AI
    • 10個主要國家的市場份額
    • 美國
    • 中國
    • 加拿大
    • 墨西哥
    • 日本
    • 英國
    • 德國
    • 韓國
    • 法國
    • 俄羅斯

第 7 章總結與建議

數字

目錄

Overview:

This research evaluates asset tracking technologies, solutions, and the overall asset management and logistics ecosystem including major players, strategies and market positioning. The research evaluates the impacts of use case-specific considerations in terms of asset tracking technology and solution selection.

This research also provides an analysis of both fleet-related asset tracking and non-fleet asset tracking markets. Fleet tracking market analysis includes segmentation by IoT-enabled fleet tracking. In terms of non-fleet asset tracking, the research evaluates the market for both living and nonliving things, which have completely different characteristics.

This research also 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 detailed research 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 2021 to 2026 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 research 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 research 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 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
  • Global asset tracking market will reach $55.1B by 2026, growing at 17.1% CAGR
  • Global asset tracking market for AI-embedded devices to grow at 33% through 2026
  • While fleet comprises over 80% of the market, non-fleet asset tracking is growing 18% faster

The asset management market remains constrained by a relatively low number of enterprise-connected assets across certain important asset classes. Leading asset tracking solution companies are focusing on the asset value to a business or governmental organization rather than the book value of the asset itself. A consultative marketing/sales approach is necessary to inform enterprises, first of the value of interconnecting business assets, and secondly, demonstrative asset tracking outcomes that bring value straight to the bottom line.

However, the overall asset tracking market has witnessed substantial economies of scale improvements in recent years due to inexpensive connectivity and machine-to-machine communications equipment and services. Increased penetration and usage of advanced IoT solutions leveraging M2M and other supporting technologies enable anytime, anywhere, and any type of asset tracking.

In addition, improved economies of scale and advancements in miniaturization and communications have made low-value asset tracking more practical, expanding the range of potential industries and asset types. This is exemplified by the growing trend for RFID-based "slap-and-track" solutions for shipping, supply chain management, and enterprise logistics such as tracking low to medium-value assets such as business equipment and supplies.

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, Mind Commerce sees AI systems 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.

Companies in Research:

  • 3M
  • Actsoft Inc.
  • Adidas
  • Advantrack
  • Ahrma
  • Alphabet
  • Amazon
  • Apptricity
  • ARI Fleet
  • Arvato SCM Solutions
  • Arvento
  • ASAP Systems
  • AssetPanda
  • Astrocast
  • AT&T
  • Azuga Fleet
  • BASF
  • Basware
  • Blackberry (Radar, QNX)
  • BMW
  • Bosch
  • Brilliant Info Systems Pvt. Ltd.
  • C. H.Robinson
  • Cainiao Network (Alibaba)
  • CalAmp
  • Carmalink
  • Chekhra Business Solutions
  • Cisco Systems
  • ClearMetal
  • ClearPath GPS
  • CLS
  • Coca-Cola Co.
  • Colgate-Palmolive
  • Coupa Software
  • Datalogic S.P.A
  • Descartes Systems Group
  • Diageo
  • DriveFactor (or CCC Drive)
  • E2open
  • Entigral Systems Inc.
  • Epicor Software Corporation
  • Estrack
  • FedEx
  • Fleet Complete
  • Fleet Safety Institute
  • Fleetilla
  • Fleetistics
  • FleetManager
  • FleetMind (Safe Fleet Holdings)
  • Fleetup
  • Fraight AI
  • Freshworks
  • Geotab
  • GigaTrack
  • Globalstar
  • Go Fleet
  • GPS Insight
  • GPS Trackit
  • GSAttrack (Global Satellite Engineering)
  • Gurtam
  • H&M
  • Hiber
  • HighJump
  • Home Depot
  • Honeywell International Inc.
  • HP Inc.
  • IBM Corporation
  • Impinj Inc.
  • Inditex.
  • Infor Global Solutions
  • Inseego
  • Intel
  • Intouch GPS (GPSTrackit)
  • Iridium
  • JDA Software Group Inc.
  • Johnson & Johnson
  • Jolly Technologies Inc.
  • Kimberly-Clark
  • Kineis
  • L'Oréal
  • Litum IoT
  • LLamasoft, Inc.
  • Logility
  • Lojack
  • Lowry Solutions Inc.
  • Lytx
  • M2M in Motion
  • Manhattan Associates
  • Micron Technology
  • Microsoft Corporation
  • Mix Telematics
  • Mojix Inc.
  • Moovement
  • Myriota
  • Nestlé
  • NexTraq (Michelin)
  • Nike
  • NimbeLink
  • Northrop Grumman
  • Novo Nordisk
  • NVidia
  • Omnitracs
  • OnAsset Intelligence Inc.
  • Oracle Corporation
  • ORBCOMM
  • Ovinto
  • Particle
  • Passtime
  • PcsInfinity
  • Pedigree Technologies
  • PepsiCo
  • Presenso
  • PTC
  • QBurst
  • Quantum Aviation Solutions
  • Raven Connected (KlashWerks Inc.)
  • RedBeam Inc.
  • Relex Solution
  • Rhino Fleet
  • Roambee
  • SafeFleet
  • Sage
  • Samsara
  • Samsung Electronics
  • SAP SE
  • Sato Holdings Corporation
  • Schneider Electric
  • SCM Solutions Corp.
  • Sendum Wireless Corporation
  • Senseaware (Fedex)
  • Sensitech Inc.
  • Sequans
  • Sierra Wireless Inc. (Numerex)
  • Sigfox
  • Sisfo
  • Skybitz
  • Smart Asset Manager Limited
  • Smart Path GPS
  • Sortly Inc.
  • Speedshield Technologies (Adaptalift Group)
  • Spireon Inc.
  • Splice Machine
  • Stanley Black & Decker Inc.
  • Starbucks
  • Starcom
  • Targa Telematics SPA
  • Teknowlogi
  • Telefonica
  • Telit
  • Teltrac Navman
  • Tenna
  • T-Mobile
  • TomTom International BV
  • Topcon Corporation
  • TrackX
  • Trimble Inc.
  • TVL Inc. (WiseTrack)
  • Ubisense Group Plc.
  • Unilever
  • UpKeep Maintenance Management
  • Verizon Wireless
  • Visma
  • Vodafone Limited
  • VTG
  • Walmart
  • Wasp Barcode Technologies Inc.
  • Windward Software
  • Xilinx
  • Zebra Technologies
  • Zerion Software Inc.
  • Zonar Systems (Continental AG)
  • Zubie

Table of Contents

Asset Tracking Market by Infrastructure, Connection Type, Mobility, Location Method, Solution Type, Supporting Tech and Industry Verticals

1.0 Executive Summary

2.0 Asset Tracking Market Segmentation

  • 2.1 Asset Tracking Application Types
  • 2.2 Asset Tracking Connection Types
  • 2.3 Asset Tracking in Industry Verticals
  • 2.4 Asset Tracking by Region
  • 2.5 Asset Tracking by IoT Deployment
  • 2.6 Artificial Intelligence in Asset Tracking
  • 2.7 Other Emerging Technologies in Support of Asset Tracking

3.0 Introduction

  • 3.1 Asset Tracking Overview
    • 3.1.1.1 Asset Tracking Functions
    • 3.1.1.2 Asset Tracking Systems
  • 3.2 Asset Types
    • 3.2.1.1 Fixed, Portable, and Mobile Assets
    • 3.2.1.2 High, Medium, and Low Value Assets
  • 3.3 Asset Tracking Market Segmentation
  • 3.4 Business Drivers for Asset Tracking
    • 3.4.1.1 Connected Devices
      • 3.4.1.1.1 Connected Consumer Devices
      • 3.4.1.1.2 Connected Enterprise Assets
      • 3.4.1.1.3 Connected Industrial Assets
    • 3.4.1.2 Optimizing Enterprise and Industrial Device Management
    • 3.4.1.3 Smart Cities, Buildings, and Workplaces
  • 3.5 Asset Tracking Technologies
    • 3.5.1.1 Mobility Management and Connectivity Technology
    • 3.5.1.2 5G and Multi-access Edge Computing
    • 3.5.1.3 Machine to Machine (M2M) and Internet of Things (IoT)
    • 3.5.1.4 Artificial Intelligence in Asset Tracking
    • 3.5.1.5 Advanced Data Analytics Support of Asset Tracking
    • 3.5.1.6 Blockchain Technology and Asset Tracking

4.0 Asset Tracking Solutions

  • 4.1 Solution Considerations
    • 4.1.1.1 Fixed vs. Portable vs. Mobile Assets
    • 4.1.1.2 Asset Value
      • 4.1.1.2.1 High Value
      • 4.1.1.2.2 Medium Value
      • 4.1.1.2.3 Low Value
  • 4.2 Solution Needs
    • 4.2.1.1 Inventory Management
    • 4.2.1.2 Asset Control and Redirection
    • 4.2.1.3 Asset Tracking vs. Asset Control
      • 4.2.1.3.1 Real-time vs. Non-real time Tracking and Location
      • 4.2.1.3.2 Asset Location Precision and Movement Frequency
      • 4.2.1.3.3 Alignment with Workforce (Human Assets)
  • 4.3 Specific Solutions
    • 4.3.1.1 Facility Management
    • 4.3.1.2 Vehicle Tracking
    • 4.3.1.3 Commercial Fleet Tracking
    • 4.3.1.4 Asset Tracking in Smart Workplaces
    • 4.3.1.5 Asset Tracking in Smart Cities
  • 4.4 Asset Tracking Infrastructure and Services
    • 4.4.1.1 Asset Tracking Software and Platforms
    • 4.4.1.2 Asset Tracking System Deployment and Services

5.0 Asset Tracking in Industry Verticals

  • 5.1 Aviation and Aerospace
  • 5.2 Automotive and Transportation Systems
  • 5.3 Healthcare
  • 5.4 Manufacturing and Industrial Automation
  • 5.5 Warehousing, Logistics, and Shipping
  • 5.6 Government (State and Local)
  • 5.7 Travel and Hospitality
  • 5.8 Consumer Electronics
  • 5.9 Agriculture and Livestock Management
  • 5.10 Extraction and Energy: Oil, Gas, Timber, and Mining
  • 5.11 Food and Beverages
  • 5.12 Education and Training
  • 5.13 Construction and Building Automation
  • 5.14 Robotics and Drones
  • 5.15 Financial Services
  • 5.16 Information and Communications Technology
  • 5.17 Energy Exploration and Distribution
  • 5.18 Textiles and Chemicals

6.0 Company Analysis

  • 6.1 Actsoft Inc.
  • 6.2 ASAP Systems
  • 6.3 AssetPanda
  • 6.4 AT&T
  • 6.5 CalAmp
  • 6.6 Fleet Complete
  • 6.7 GigaTrack
  • 6.8 Microsoft Corporation
  • 6.9 OnAsset Intelligence Inc.
  • 6.10 Oracle Corporation
  • 6.11 Spireon Inc.
  • 6.12 Sprint Corporation
  • 6.13 Tenna
  • 6.14 Trimble Inc.
  • 6.15 Verizon Wireless
  • 6.16 Zebra Technologies
  • 6.17 SAP SE
  • 6.18 Epicor Software Corporation
  • 6.19 JDA Software Group Inc.
  • 6.20 Stanley Black & Decker Inc.
  • 6.21 Honeywell International Inc.
  • 6.22 Ubisense Group Plc.
  • 6.23 Topcon Corporation
  • 6.24 Datalogic S.P.A
  • 6.25 Mojix Inc.
  • 6.26 Impinj Inc.
  • 6.27 Sato Holdings Corporation
  • 6.28 TomTom International BV
  • 6.29 IBM Corporation
  • 6.30 Telit
  • 6.31 Apptricity
  • 6.32 Entigral Systems Inc.
  • 6.33 NimbeLink
  • 6.34 Sierra Wireless Inc. (Numerex)
  • 6.35 ORBCOMM
  • 6.36 Particle
  • 6.37 PTC (ThingWorx)
  • 6.38 Sendum Wireless Corporation
  • 6.39 Senseaware (Fedex)
  • 6.40 Sensitech Inc.
  • 6.41 Sequans
  • 6.42 Starcom
  • 6.43 Telefonica
  • 6.44 TrackX
  • 6.45 Vodafone Limited
  • 6.46 Chekhra Business Solutions
  • 6.47 Lowry Solutions Inc.
  • 6.48 RedBeam Inc.
  • 6.49 TVL Inc. (WiseTrack)
  • 6.50 Wasp Barcode Technologies Inc.
  • 6.51 Jolly Technologies Inc.
  • 6.52 Windward Software
  • 6.53 Brilliant Info Systems Pvt. Ltd.
  • 6.54 Freshworks
  • 6.55 Sortly Inc.
  • 6.56 QBurst
  • 6.57 Northrop Grumman
  • 6.58 Targa Telematics SPA
  • 6.59 Speedshield Technologies (Adaptalift Group)
  • 6.60 Smart Asset Manager Limited
  • 6.61 Quantum Aviation Solutions
  • 6.62 UpKeep Maintenance Management
  • 6.63 PcsInfinity
  • 6.64 Zerion Software Inc.
  • 6.65 Litum IoT
  • 6.66 Advantrack
  • 6.67 Alphabet
  • 6.68 ARI Fleet
  • 6.69 Arvento
  • 6.70 Azuga Fleet
  • 6.71 Blackberry (Radar, QNX)
  • 6.72 Carmalink
  • 6.73 ClearPath GPS
  • 6.74 DriveFactor (or CCC Drive)
  • 6.75 Estrack
  • 6.76 Fleet Safety Institute
  • 6.77 Fleetilla
  • 6.78 Fleetistics
  • 6.79 FleetManager
  • 6.80 FleetMind (Safe Fleet Holdings)
  • 6.81 Fleetup
  • 6.82 Geotab
  • 6.83 Globalstar
  • 6.84 Go Fleet
  • 6.85 GPS Insight
  • 6.86 GPS Trackit
  • 6.87 GSAttrack (Global Satellite Engineering)
  • 6.88 Gurtam
  • 6.89 Inseego
  • 6.90 IntouchGPS (GPSTrackit)
  • 6.91 Lojack
  • 6.92 Lytx
  • 6.93 M2M in Motion
  • 6.94 Mix Telematics
  • 6.95 Momentum IoT
  • 6.96 NexTraq (Michelin)
  • 6.97 Omnitracs
  • 6.98 Passtime
  • 6.99 Pedigree Technologies
  • 6.100 Raven Connected (KlashWerks Inc.)
  • 6.101 Rhino Fleet
  • 6.102 Roambee
  • 6.103 SafeFleet
  • 6.104 Samsara
  • 6.105 Skybitz
  • 6.106 Smart Path GPS
  • 6.107 Teltrac Navman
  • 6.108 T-Mobile
  • 6.109 Zonar Systems (Continental AG)
  • 6.110 Zubie
  • 6.111 Polte
  • 6.112 Tramigo
  • 6.113 Ovinto
  • 6.114 VTG
  • 6.115 Bosch Connected Devices and Solutions
  • 6.116 Visma
  • 6.117 Sisfo
  • 6.118 Ahrma
  • 6.119 Moovement
  • 6.120 CLS
  • 6.121 Iridium
  • 6.122 Kineis
  • 6.123 Sigfox
  • 6.124 Hiber
  • 6.125 Myriota
  • 6.126 Astrocast

7.0 Overall Asset Tracking Market Analysis and Forecasts 2021 - 2026

  • 7.1 Global Asset Tracking Deployment vs. Value 2021 - 2026
  • 7.2 Global Asset Tracking Deployments 2021 - 2026

8.0 Fleet Tracking Market Analysis and Forecasts 2021 - 2026

  • 8.1 Fleet Tracking by Vehicle Type 2021 - 2026
  • 8.2 Fleet Tracking Solutions 2021 - 2026
  • 8.3 Fleet Tracking Solutions Deployment 2021 - 2026
  • 8.4 Fleet Tracking Solution Components 2021 - 2026
    • 8.4.1 Fleet Operations Management 2021 - 2026
    • 8.4.2 Vehicle Maintenance and Diagnostics 2021 - 2026
    • 8.4.3 Driver Performance Management 2021 - 2026
    • 8.4.4 Fleet Analytics and Reporting 2021 - 2026
  • 8.5 Fleet Tracking by Management Technology Solution Type 2021 - 2026
  • 8.6 Fleet Tracking Market by Networking Technology Solution Type 2021 - 2026
  • 8.7 Fleet Tracking by Service Type 2021 - 2026
    • 8.7.1 Professional Services for Fleet Tracking 2021 - 2026
    • 8.7.2 Managed Services for Fleet Tracking 2021 - 2026
  • 8.8 Fleet Tracking Market by Region 2021 - 2026
    • 8.8.1 North America Fleet Tracking Market by Country 2021 - 2026
    • 8.8.2 Europe Fleet Tracking Market by Country 2021 - 2026
    • 8.8.3 APAC Fleet Tracking Market by Country 2021 - 2026
    • 8.8.4 MEA Fleet Tracking Market by Country 2021 - 2026
    • 8.8.1 South America Fleet Tracking Market by Country 2021 - 2026

9.0 Non-Fleet Asset Tracking Market Analysis and Forecasts 2021 - 2026

  • 9.1 Non-Fleet Tracking by Asset by Mobility 2021 - 2026
  • 9.2 Non-Fleet Tracking by Asset Value 2021 - 2026
  • 9.3 Non-Fleet Tracking by Asset Type 2021 - 2026
  • 9.4 Non-Fleet Asset Tracking Solutions 2021 - 2026
    • 9.4.1 Non-Fleet Asset Tracking Scanner Type 2021 - 2026
    • 9.4.2 Non-Fleet Asset Tracking Readers and Tags 2021 - 2026
      • 9.4.2.1 Non-Fleet Asset Tracking Barcode Types 2021 - 2026
      • 9.4.2.2 Non-Fleet Asset Tracking Market by Barcode Scanner 2021 - 2026
      • 9.4.2.1 Non-Fleet Asset Tracking Market by Stationary Barcode Scanner Deployment Type 2021 - 2026
    • 9.4.3 Non-Fleet Asset Tracking Barcode Label Types 2021 - 2026
  • 9.5 Non-Fleet Asset Tracking Barcode Sticker Types 2021 - 2026
  • 9.6 Non-Fleet Asset Tracking Market by RFID Type 2021 - 2026
    • 9.6.1 Non-Fleet Asset Tracking RFID Tag Types 2021 - 2026
  • 9.7 Non-Fleet Asset Tracking Sensor Types 2021 - 2026
  • 9.8 Non-Fleet Asset Tracking Market by RTLS Type 2021 - 2026
  • 9.9 Non-Fleet Asset Tracking Market by Functions 2021 - 2026
  • 9.10 Non-Fleet Asset Tracking Management Solution 2021 - 2026
  • 9.11 Non-Fleet Asset Tracking Industry Verticals 2021 - 2026
  • 9.12 Non-Fleet Tracking Market by Region 2021 - 2026
    • 9.12.1 North America Non-Fleet Tracking Market by Country 2021 - 2026
    • 9.12.2 Europe Non-Fleet Tracking Market by Country 2021 - 2026
    • 9.12.3 APAC Non-Fleet Tracking Market by Country 2021 - 2026
    • 9.12.4 MEA Non-Fleet Tracking Market by Country 2021 - 2026
    • 9.12.5 South America Non-Fleet Tracking Market by Country 2021 - 2026

10.0 IoT enabled Fleet Tracking Market Segment 2021 - 2026

  • 10.1 IoT enabled Fleet Tracking by Category 2021 - 2026
  • 10.2 IoT enabled Fleet Tracking by Land Based Vehicle Type 2021 - 2026
    • 10.2.1 IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
    • 10.2.2 IoT enabled Fleet Tracking by Trucks and Van Type 2021 - 2026
    • 10.2.3 IoT enabled Fleet Tracking by Long Haul Tracking (LHT) Type 2021 - 2026
    • 10.2.4 IoT enabled Fleet Tracking by LHT Wheeler Type 2021 - 2026
    • 10.2.5 IoT enabled Fleet Tracking by LHT Length Type 2021 - 2026
    • 10.2.6 IoT enabled Fleet Tracking by Service Vehicle Type 2021 - 2026
  • 10.3 IoT enabled Fleet Tracking by Fleet Trailers Type 2021 - 2026
  • 10.4 IoT enabled Fleet Tracking by Types of Bus 2021 - 2026
  • 10.5 IoT enabled Fleet Tracking by Service Bus Type 2021 - 2026
  • 10.6 IoT enabled Fleet Tracking by Consumer/Personal Fleet Type 2021 - 2026
  • 10.7 IoT enabled Fleet Tracking by Special Purpose Fleet Type 2021 - 2026
  • 10.8 IoT enabled Fleet Tracking by Non-Land Based Vehicle 2021 - 2026
  • 10.9 IoT enabled Fleet Tracking by Aviation Vehicle and Machinery Type 2021 - 2026
  • 10.10 IoT enabled Fleet Tracking by Railway Vehicle and Equipment Type 2021 - 2026
  • 10.11 IoT enabled Fleet Tracking by Water Based Vehicle Type 2021 - 2026

11.0 IoT Enabled Non-Fleet Asset Tracking 2021 - 2026

  • 11.1 IoT Enabled Non-Fleet Asset Tracking by Application 2021 - 2026
    • 11.1.1 IoT Enabled Non-Fleet Asset Tracking by Property Management Category 2021 - 2026
    • 11.1.2 IoT Enabled Non-Fleet Asset Tracking by Facility Management Category 2021 - 2026

12.0 Video Safety in Fleet Tracking Market 2021 - 2026

  • 12.1 Video Safety in Fleet Tracking 2021 - 2026
  • 12.2 Video Safety in Fleet Tracking by Camera Type 2021 - 2026
  • 12.3 Video Safety in Fleet Tracking by Applications 2021 - 2026
  • 12.4 Video Safety in Fleet Tracking by Technology 2021 - 2026
  • 12.5 Video Safety in Fleet Tracking by Technology Function 2021 - 2026
  • 12.6 Video Safety in Fleet Tracking by Dash Cam Type 2021 - 2026
    • 12.6.1 Video Safety in Fleet Tracking by Dash Cam Technology 2021 - 2026
    • 12.6.1 Video Safety by Dash Cam Product Outlook 2021 - 2026
    • 12.6.1 Video Safety by Dash Cam Video Quality 2021 - 2026
  • 12.7 Video Safety in Fleet Tracking by Vehicle Type 2021 - 2026
    • 12.7.1 Video Safety in Fleet Tracking by Land Based Vehicle Type 2021 - 2026
    • 12.7.1 Video Safety in Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
  • 12.8 Video Safety Market in Fleet Tracking by Trucks and Van Type 2021 - 2026
  • 12.9 Video Safety Market in Fleet Tracking by Long Haul Tracking (LHT) Type 2021 - 2026
  • 12.10 Video Safety Market in Fleet Tracking by Price Range 2021 - 2026
  • 12.11 Video Safety Market in Fleet Tracking by Region 2021 - 2026
    • 12.11.1 North America Video Safety Market in Fleet Tracking by Country 2021 - 2026
    • 12.11.2 Europe Video Safety Market in Fleet Tracking by Country 2021 - 2026
    • 12.11.3 APAC Video Safety Market in Fleet Tracking by Country 2021 - 2026
    • 12.11.4 MEA Video Safety Market in Fleet Tracking by Country 2021 - 2026
    • 12.11.5 South America Video Safety Market in Fleet Tracking by Country 2021 - 2026

13.0 Emerging Technologies in Fleet Tracking Market 2021 - 2026

  • 13.1 AR Powered Asset Tracking Software Smart Buildings vs. Smart Workplace 2021 - 2026
  • 13.2 Global Asset Tracking Market by Network Technology 2021 - 2026
  • 13.3 Global Asset Tracking Market in 5G 2021 - 2026
  • 13.4 Global AI Embedded Asset Tracking Unit Deployment 2021 - 2026

14.0 Slap-and-Track Asset Tracking Solutions Market 2021 - 2026

  • 14.1 Global Slap and Track Solutions 2021 - 2026
  • 14.2 Slap and Track Solutions by Type 2021 - 2026
  • 14.3 Slap and Track Tags by Installation Type 2021 - 2026
  • 14.4 Slap and Track Tags by Asset Type 2021 - 2026
  • 14.5 Slap and Track Tags by Industry Type 2021 - 2026
  • 14.6 Slap and Track Tags by Region 2021 - 2026
  • 14.7 Slap and Ship Labels by Type 2021 - 2026
  • 14.8 Slap and Ship by Asset Type 2021 - 2026
  • 14.9 Slap and Track by Industry Type 2021 - 2026
  • 14.10 Slap and Ship Labels by Region 2021 - 2026

15.0 Living Creature Tracking Market 2021 - 2026

  • 15.1 Global Living Creature Tracking Market 2021 - 2026
  • 15.2 Global Living Creature Tracking Market by Segment 2021 - 2026
  • 15.3 Global People Tracking Market by Type 2021 - 2026
    • 15.3.1 Global Anonymized People Tracking Market by Type 2021 - 2026
    • 15.3.2 Global Non-Anonymized People Tracking Market by Type 2021 - 2026
    • 15.3.3 Global Player Tracking Market by Sports Type 2021 - 2026
    • 15.3.4 Global People Tracking Market by Technology 2021 - 2026
    • 15.3.5 Global People Tracking Market by Application 2021 - 2026
    • 15.3.6 Global People Tracking Market by Industry Vertical 2021 - 2026
  • 15.4 Global Animal Tracking Market by Segment 2021 - 2026
    • 15.4.1 Global Wild Animal Tracking Market by Type 2021 - 2026
    • 15.4.2 Global Animal Tracking Market by Product 2021 - 2026
    • 15.4.3 Global Animal Tracking Market by Technology 2021 - 2026
    • 15.4.4 Global Animal Tracking Market by Application 2021 - 2026
    • 15.4.5 Global Animal Tracking Market by Industry Vertical 2021 - 2026
  • 15.5 Global Living Creature Tracking Market by Region 2021 - 2026
    • 15.5.1 North America Living Creature Tracking Market by Country 2021 - 2026
    • 15.5.2 Europe Living Creature Tracking Market by Country 2021 - 2026
    • 15.5.3 APAC Living Creature Tracking Market by Country 2021 - 2026
    • 15.5.4 MEA Living Creature Tracking Market by Country 2021 - 2026
    • 15.5.5 Latin America Living Creature Tracking Market by Country 2021 - 2026

16.0 Conclusions and Recommendations

Figures

  • Figure 1: Asset Tracking System
  • Figure 2: Asset Tracking Technology Timeline
  • Figure 3: 3D Simulation Platform
  • Figure 4: Multi-Site Asset Location Tracking
  • Figure 5: Real-Time GPS Satellite-based Vehicle Tracking
  • Figure 6: GPS based Industrial Fleet Tracking
  • Figure 7: Asset Tracking Industry Adoption Trends
  • Figure 8: In-Flight Asset Management
  • Figure 9: Public Infrastructure Tracking
  • Figure 10: Medical Inventory Tracking and Management
  • Figure 11: RFID Tag-based Industrial Asset Tracking
  • Figure 12: Satellite-based Disaster Tracking Management
  • Figure 13: Construction Asset Tracking
  • Figure 14: NimbeLink Asset Tracking System
  • Figure 15: Global Asset Tracking Deployment Vs. Value 2021 - 2026
  • Figure 16: Global Asset Tracking Deployments 2021 - 2026
  • Figure 17: Global Asset Tracking Deployments Revenue 2021 - 2026
  • Figure 18: Fleet Tracking by Vehicle Type 2021 - 2026
  • Figure 19: Fleet Tracking by Vehicle Type Revenue 2021 - 2026
  • Figure 20: Fleet Tracking Solutions 2021 - 2026
  • Figure 21: Fleet Tracking Solutions Revenue 2021 - 2026
  • Figure 22: Fleet Tracking Solutions Deployment 2021 - 2026
  • Figure 23: Fleet Tracking Solutions Deployment Revenue 2021 - 2026
  • Figure 24: Fleet Tracking Solution Components 2021 - 2026
  • Figure 25: Fleet Tracking Solution Components Revenue 2021 - 2026
  • Figure 26: Fleet Operations Management 2021 - 2026
  • Figure 27: Fleet Operations Management Revenue 2021 - 2026
  • Figure 28: Vehicle Maintenance and Diagnostics 2021 - 2026
  • Figure 29: Vehicle Maintenance and Diagnostics Revenue 2021 - 2026
  • Figure 30: Driver Performance Management 2021 - 2026
  • Figure 31: Driver Performance Management Revenue 2021 - 2026
  • Figure 32: Fleet Analytics and Reporting 2021 - 2026
  • Figure 33: Fleet Analytics and Reporting Revenue 2021 - 2026
  • Figure 34: Fleet Tracking by Management Technology Solution Type 2021 - 2026
  • Figure 35: Fleet Tracking by Management Technology Solution Type Revenue 2021 - 2026
  • Figure 36: Fleet Tracking Market by Networking Technology Solution Type 2021 - 2026
  • Figure 37: Fleet Tracking Market by Networking Technology Solution Type Revenue 2021 - 2026
  • Figure 38: Fleet Tracking by Service Type 2021 - 2026
  • Figure 39: Fleet Tracking by Service Type Revenue 2021 - 2026
  • Figure 40: Professional Services for Fleet Tracking 2021 - 2026
  • Figure 41: Professional Services for Fleet Tracking Revenue 2021 - 2026
  • Figure 42: Managed Services for Fleet Tracking 2021 - 2026
  • Figure 43: Managed Services for Fleet Tracking Revenue 2021 - 2026
  • Figure 44: Fleet Tracking Market by Region 2021 - 2026
  • Figure 45: Fleet Tracking Market by Region Revenue 2021 - 2026
  • Figure 46: North America Fleet Tracking Market by Country 2021 - 2026
  • Figure 47: North America Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 48: Europe Fleet Tracking Market by Country 2021 - 2026
  • Figure 49: Europe Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 50: APAC Fleet Tracking Market by Country 2021 - 2026
  • Figure 51: APAC Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 52: MEA Fleet Tracking Market by Country 2021 - 2026
  • Figure 53: MEA Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 54: South America Fleet Tracking Market by Country 2021 - 2026
  • Figure 55: South America Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 56: Non-Fleet Tracking by Asset by Mobility 2021 - 2026
  • Figure 57: Non-Fleet Tracking by Asset by Mobility Revenue 2021 - 2026
  • Figure 58: Non-Fleet Tracking by Asset by Value 2021 - 2026
  • Figure 59: Non-Fleet Tracking by Asset by Value Revenue 2021 - 2026
  • Figure 60: Non-Fleet Tracking by Asset Type 2021 - 2026
  • Figure 61: Non-Fleet Tracking by Asset Type Revenue 2021 - 2026
  • Figure 62: Non-Fleet Asset Tracking Solutions 2021 - 2026
  • Figure 63: Non-Fleet Asset Tracking Solutions Revenue 2021 - 2026
  • Figure 64: Non-Fleet Asset Tracking Scanner Type 2021 - 2026
  • Figure 65: Non-Fleet Asset Tracking Scanner Type Revenue 2021 - 2026
  • Figure 66: Non-Fleet Asset Tracking Readers and Tags 2021 - 2026
  • Figure 67: Non-Fleet Asset Tracking Readers and Tags Revenue 2021 - 2026
  • Figure 68: Non-Fleet Asset Tracking Barcode Types 2021 - 2026
  • Figure 69: Non-Fleet Asset Tracking Barcode Types Revenue 2021 - 2026
  • Figure 70: Non-Fleet Asset Tracking Market by Barcode Scanner 2021 - 2026
  • Figure 71: Non-Fleet Asset Tracking Market by Barcode Scanner Revenue 2021 - 2026
  • Figure 72: Non-Fleet Asset Tracking Market by Stationary Barcode Scanner Deployment Type 2021 - 2026
  • Figure 73: Non-Fleet Asset Tracking Market by Stationary Barcode Scanner Deployment Type Revenue 2021 - 2026
  • Figure 74: Non-Fleet Asset Tracking Barcode Label Types 2021 - 2026
  • Figure 75: Non-Fleet Asset Tracking Barcode Label Types Revenue 2021 - 2026
  • Figure 76: Non-Fleet Asset Tracking Barcode Sticker Types 2021 - 2026
  • Figure 77: Non-Fleet Asset Tracking Barcode Sticker Types Revenue 2021 - 2026
  • Figure 78: Non-Fleet Asset Tracking Market by RFID Type 2021 - 2026
  • Figure 79: Non-Fleet Asset Tracking Market by RFID Type Revenue 2021 - 2026
  • Figure 80: Non-Fleet Asset Tracking Market by RFID Type 2021 - 2026
  • Figure 81: Non-Fleet Asset Tracking Market by RFID Type Revenue 2021 - 2026
  • Figure 82: Non-Fleet Asset Tracking Sensor Types 2021 - 2026
  • Figure 83: Non-Fleet Asset Tracking Sensor Types Revenue 2021 - 2026
  • Figure 84: Non-Fleet Asset Tracking Market by RTLS Type 2021 - 2026
  • Figure 85: Non-Fleet Asset Tracking Market by RTLS Type Revenue 2021 - 2026
  • Figure 86: Non-Fleet Asset Tracking Market by Functions 2021 - 2026
  • Figure 87: Non-Fleet Asset Tracking Market by Functions Revenue 2021 - 2026
  • Figure 88: Non-Fleet Asset Tracking Management Solution 2021 - 2026
  • Figure 89: Non-Fleet Asset Tracking Management Solution Revenue 2021 - 2026
  • Figure 90: Non-Fleet Asset Tracking Industry Verticals 2021 - 2026
  • Figure 91: Non-Fleet Asset Tracking Industry Verticals Revenue 2021 - 2026
  • Figure 92: Non-Fleet Tracking Market by Region 2021 - 2026
  • Figure 93: Non-Fleet Tracking Market by Region Revenue 2021 - 2026
  • Figure 94: North America Non-Fleet Tracking Market by Country 2021 - 2026
  • Figure 95: North America Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 96: Europe Non-Fleet Tracking Market by Country 2021 - 2026
  • Figure 97: Europe Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 98: APAC Non-Fleet Tracking Market by Country 2021 - 2026
  • Figure 99: APAC Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 100: MEA Non-Fleet Tracking Market by Country 2021 - 2026
  • Figure 101: MEA Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 102: South America Non-Fleet Tracking Market by Country 2021 - 2026
  • Figure 103: South America Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Figure 104: IoT enabled Fleet Tracking by Category 2021 - 2026
  • Figure 105: IoT enabled Fleet Tracking by Category Revenue 2021 - 2026
  • Figure 106: IoT enabled Fleet Tracking by Land-Based Vehicle Type 2021 - 2026
  • Figure 107: IoT enabled Fleet Tracking by Land-Based Vehicle Type Revenue 2021 - 2026
  • Figure 108: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
  • Figure 109: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type Revenue 2021 - 2026
  • Figure 110: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
  • Figure 111: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type Revenue 2021 - 2026
  • Figure 112: IoT enabled Fleet Tracking by Long Haul Tracking (LHT) Type 2021 - 2026
  • Figure 113: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type Revenue 2021 - 2026
  • Figure 114: IoT enabled Fleet Tracking by LHT Wheeler Type 2021 - 2026
  • Figure 115: IoT enabled Fleet Tracking by LHT Wheeler Type Revenue 2021 - 2026
  • Figure 116: IoT enabled Fleet Tracking by LHT Length Type 2021 - 2026
  • Figure 117: IoT enabled Fleet Tracking by LHT Length Type Revenue 2021 - 2026
  • Figure 118: IoT enabled Fleet Tracking by Service Vehicle Type 2021 - 2026
  • Figure 119: IoT enabled Fleet Tracking by Service Vehicle Type Revenue 2021 - 2026
  • Figure 120: IoT enabled Fleet Tracking by Fleet Trailers Type 2021 - 2026
  • Figure 121: IoT enabled Fleet Tracking by Fleet Trailers Type Revenue 2021 - 2026
  • Figure 122: IoT enabled Fleet Tracking by Types of Bus 2021 - 2026
  • Figure 123: IoT enabled Fleet Tracking by Types of Bus Revenue 2021 - 2026
  • Figure 124: IoT enabled Fleet Tracking by Service Bus Type 2021 - 2026
  • Figure 125: IoT enabled Fleet Tracking by Service Bus Type Revenue 2021 - 2026
  • Figure 126: IoT enabled Fleet Tracking by Consumer/Personal Fleet Type 2021 - 2026
  • Figure 127: IoT enabled Fleet Tracking by Consumer/Personal Fleet Type Revenue 2021 - 2026
  • Figure 128: IoT enabled Fleet Tracking by Special Purpose Fleet Type 2021 - 2026
  • Figure 129: IoT enabled Fleet Tracking by Special Purpose Fleet Type Revenue 2021 - 2026
  • Figure 130: IoT enabled Fleet Tracking by Non-Land Based Vehicle 2021 - 2026
  • Figure 131: IoT enabled Fleet Tracking by Non-Land Based Vehicle Revenue 2021 - 2026
  • Figure 132: IoT enabled Fleet Tracking by Aviation Vehicle and Machinery Type 2021 - 2026
  • Figure 133: IoT enabled Fleet Tracking by Aviation Vehicle and Machinery Type Revenue 2021 - 2026
  • Figure 134: IoT enabled Fleet Tracking by Railway Vehicle and Equipment Type 2021 - 2026
  • Figure 135: IoT enabled Fleet Tracking by Railway Vehicle and Equipment Type 2021 - 2026
  • Figure 136: IoT enabled Fleet Tracking by Water Based Vehicle Type 2021 - 2026
  • Figure 137: IoT enabled Fleet Tracking by Water Based Vehicle Type Revenue 2021 - 2026
  • Figure 138: IoT Enabled Non-Fleet Asset Tracking by Application 2021 - 2026
  • Figure 139: IoT Enabled Non-Fleet Asset Tracking by Application Revenue 2021 - 2026
  • Figure 140: IoT Enabled Non-Fleet Asset Tracking by Property Management Category 2021 - 2026
  • Figure 141: IoT Enabled Non-Fleet Asset Tracking by Property Management Category Revenue 2021 - 2026
  • Figure 142: IoT Enabled Non-Fleet Asset Tracking by Facility Management Category 2021 - 2026
  • Figure 143: IoT Enabled Non-Fleet Asset Tracking by Facility Management Category Revenue 2021 - 2026
  • Figure 144: Video Safety in Fleet Tracking 2021 - 2026
  • Figure 145: Video Safety in Fleet Tracking by Camera Type 2021 - 2026
  • Figure 146: Video Safety in Fleet Tracking by Applications 2021 - 2026
  • Figure 147: Video Safety in Fleet Tracking by Technology 2021 - 2026
  • Figure 148: Video Safety in Fleet Tracking by Technology Function 2021 - 2026
  • Figure 149: Video Safety in Fleet Tracking by Dash Cam Type 2021 - 2026
  • Figure 150: Video Safety in Fleet Tracking by Dash Cam Technology 2021 - 2026
  • Figure 151: Video Safety by Dash Cam Product Outlook 2021 - 2026
  • Figure 152: Video Safety by Dash Cam Video Quality 2021 - 2026
  • Figure 153: Video Safety in Fleet Tracking by Vehicle Type 2021 - 2026
  • Figure 154: Video Safety in Fleet Tracking by Land-Based Vehicle Type 2021 - 2026
  • Figure 155: Video Safety in Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
  • Figure 156: Video Safety Market in Fleet Tracking by Trucks and Van Type 2021 - 2026
  • Figure 157: Video Safety Market in Fleet Tracking by Long Haul Tracking (LHT) Type 2021 - 2026
  • Figure 158: Video Safety Market in Fleet Tracking by Price Range 2021 - 2026
  • Figure 159: Video Safety Market in Fleet Tracking by Region 2021 - 2026
  • Figure 160: North America Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Figure 161: Europe Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Figure 162: APAC Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Figure 163: MEA Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Figure 164: South America Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Figure 165: AR Powered Asset Tracking Software Smart Buildings Vs. Smart Workplace 2021 - 2026
  • Figure 166: Global Asset Tracking Market by Network Technology 2021 - 2026
  • Figure 167: Global Asset Tracking Market in 5G 2021 - 2026
  • Figure 168: Global AI Embedded Asset Tracking Unit Deployment 2021 - 2026
  • Figure 169: Global AI Embedded Asset Tracking Unit Deployment Revenue 2021 - 2026
  • Figure 170: RFID Slap-and-Track Asset Tracking Solutions
  • Figure 171: Global Slap and Track Solutions 2021 - 2026
  • Figure 172: Slap and Track Solutions by Type 2021 - 2026
  • Figure 173: Slap and Track Tags by Installation Type 2021 - 2026
  • Figure 174: Slap and Track Tags by Asset Type 2021 - 2026
  • Figure 175: Slap and Track Tags by Industry Type 2021 - 2026
  • Figure 176: Slap and Track Tags by Region 2021 - 2026
  • Figure 177: Slap and Ship Labels by Type 2021 - 2026
  • Figure 178: Slap and Ship Labels by Asset Type 2021 - 2026
  • Figure 179: Slap and Ship Labels by Industry Type 2021 - 2026
  • Figure 180: Slap and Ship Labels by Region 2021 - 2026
  • Figure 181: Global Living Creature Tracking Market 2021 - 2026
  • Figure 182: Global Living Creature Tracking Market by Segment 2021 - 2026
  • Figure 183: Global People Tracking Market by Type 2021 - 2026
  • Figure 184: Global Anonymized People Tracking Market by Type 2021 - 2026
  • Figure 185: Global Non-Anonymized People Tracking Market by Type 2021 - 2026
  • Figure 186: Global Player Tracking Market by Sports Type 2021 - 2026
  • Figure 187: Global People Tracking Market by Technology 2021 - 2026
  • Figure 188: Global People Tracking Market by Application 2021 - 2026
  • Figure 189: Global People Tracking Market by Industry Vertical 2021 - 2026
  • Figure 190: Global Animal Tracking Market by Segment 2021 - 2026
  • Figure 191: Global Wild Animal Tracking Market by Type 2021 - 2026
  • Figure 192: Global Animal Tracking Market by Product 2021 - 2026
  • Figure 193: Global Animal Tracking Market by Technology 2021 - 2026
  • Figure 194: Global Animal Tracking Market by Application 2021 - 2026
  • Figure 195: Global Animal Tracking Market by Industry Vertical 2021 - 2026
  • Figure 196: Global Living Creature Tracking Market by Region 2021 - 2026
  • Figure 197: North America Living Creature Tracking Market by Country 2021 - 2026
  • Figure 198: Europe Living Creature Tracking Market by Country 2021 - 2026
  • Figure 199: APAC Living Creature Tracking Market by Country 2021 - 2026
  • Figure 200: MEA Living Creature Tracking Market by Country 2021 - 2026
  • Figure 201: Latin America Living Creature Tracking Market by Country 2021 - 2026
  • Figure 202: Future of Asset Tracking Market is Long Tail Assets

Tables

  • Table 1: Global Asset Tracking Deployment Vs. Value 2021 - 2026
  • Table 2: Global Asset Tracking Deployments 2021 - 2026
  • Table 3: Global Asset Tracking Deployments Revenue 2021 - 2026
  • Table 4: Fleet Tracking by Vehicle Type 2021 - 2026
  • Table 5: Fleet Tracking by Vehicle Type Revenue 2021 - 2026
  • Table 6: Fleet Tracking Solutions 2021 - 2026
  • Table 7: Fleet Tracking Solutions Revenue 2021 - 2026
  • Table 8: Fleet Tracking Solutions Deployment 2021 - 2026
  • Table 9: Fleet Tracking Solutions Deployment Revenue 2021 - 2026
  • Table 10: Fleet Tracking Solution Components 2021 - 2026
  • Table 11: Fleet Tracking Solution Components Revenue 2021 - 2026
  • Table 12: Fleet Operations Management 2021 - 2026
  • Table 13: Fleet Operations Management Revenue 2021 - 2026
  • Table 14: Vehicle Maintenance and Diagnostics 2021 - 2026
  • Table 15: Vehicle Maintenance and Diagnostics Revenue 2021 - 2026
  • Table 16: Driver Performance Management 2021 - 2026
  • Table 17: Driver Performance Management Revenue 2021 - 2026
  • Table 18: Fleet Analytics and Reporting 2021 - 2026
  • Table 19: Fleet Analytics and Reporting Revenue 2021 - 2026
  • Table 20: Fleet Tracking by Management Technology Solution Type 2021 - 2026
  • Table 21: Fleet Tracking by Management Technology Solution Type Revenue 2021 - 2026
  • Table 22: Fleet Tracking Market by Networking Technology Solution Type 2021 - 2026
  • Table 23: Fleet Tracking Market by Networking Technology Solution Type Revenue 2021 - 2026
  • Table 24: Fleet Tracking by Service Type 2021 - 2026
  • Table 25: Fleet Tracking by Service Type Revenue 2021 - 2026
  • Table 26: Professional Services for Fleet Tracking 2021 - 2026
  • Table 27: Professional Services for Fleet Tracking Revenue 2021 - 2026
  • Table 28: Managed Services for Fleet Tracking 2021 - 2026
  • Table 29: Managed Services for Fleet Tracking Revenue 2021 - 2026
  • Table 30: Fleet Tracking Market by Region 2021 - 2026
  • Table 31: Fleet Tracking Market by Region Revenue 2021 - 2026
  • Table 32: North America Fleet Tracking Market by Country 2021 - 2026
  • Table 33: North America Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 34: Europe Fleet Tracking Market by Country 2021 - 2026
  • Table 35: Europe Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 36: APAC Fleet Tracking Market by Country 2021 - 2026
  • Table 37: APAC Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 38: MEA Fleet Tracking Market by Country 2021 - 2026
  • Table 39: MEA Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 40: South America Fleet Tracking Market by Country 2021 - 2026
  • Table 41: South America Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 42: Non-Fleet Tracking by Asset by Mobility 2021 - 2026
  • Table 43: Non-Fleet Tracking by Asset by Mobility Revenue 2021 - 2026
  • Table 44: Non-Fleet Tracking by Asset by Value 2021 - 2026
  • Table 45: Non-Fleet Tracking by Asset by Value Revenue 2021 - 2026
  • Table 46: Non-Fleet Tracking by Asset Type 2021 - 2026
  • Table 47: Non-Fleet Tracking by Asset Type Revenue 2021 - 2026
  • Table 48: Non-Fleet Asset Tracking Solutions 2021 - 2026
  • Table 49: Non-Fleet Asset Tracking Solutions Revenue 2021 - 2026
  • Table 50: Non-Fleet Asset Tracking Scanner Type 2021 - 2026
  • Table 51: Non-Fleet Asset Tracking Scanner Type Revenue 2021 - 2026
  • Table 52: Non-Fleet Asset Tracking Readers and Tags 2021 - 2026
  • Table 53: Non-Fleet Asset Tracking Readers and Tags Revenue 2021 - 2026
  • Table 54: Non-Fleet Asset Tracking Barcode Types 2021 - 2026
  • Table 55: Non-Fleet Asset Tracking Barcode Types Revenue 2021 - 2026
  • Table 56: Non-Fleet Asset Tracking Market by Barcode Scanner 2021 - 2026
  • Table 57: Non-Fleet Asset Tracking Market by Barcode Scanner Revenue 2021 - 2026
  • Table 58: Non-Fleet Asset Tracking Market by Stationary Barcode Scanner Deployment Type 2021 - 2026
  • Table 59: Non-Fleet Asset Tracking Market by Stationary Barcode Scanner Deployment Type Revenue 2021 - 2026
  • Table 60: Non-Fleet Asset Tracking Barcode Label Types 2021 - 2026
  • Table 61: Non-Fleet Asset Tracking Barcode Label Types Revenue 2021 - 2026
  • Table 62: Non-Fleet Asset Tracking Barcode Sticker Types 2021 - 2026
  • Table 63: Non-Fleet Asset Tracking Barcode Sticker Types Revenue 2021 - 2026
  • Table 64: Non-Fleet Asset Tracking Market by RFID Type 2021 - 2026
  • Table 65: Non-Fleet Asset Tracking Market by RFID Type Revenue 2021 - 2026
  • Table 66: Non-Fleet Asset Tracking Market by RFID Type 2021 - 2026
  • Table 67: Non-Fleet Asset Tracking Market by RFID Type Revenue 2021 - 2026
  • Table 68: Non-Fleet Asset Tracking Sensor Types 2021 - 2026
  • Table 69: Non-Fleet Asset Tracking Sensor Types Revenue 2021 - 2026
  • Table 70: Non-Fleet Asset Tracking Market by RTLS Type 2021 - 2026
  • Table 71: Non-Fleet Asset Tracking Market by RTLS Type Revenue 2021 - 2026
  • Table 72: Non-Fleet Asset Tracking Market by Functions 2021 - 2026
  • Table 73: Non-Fleet Asset Tracking Market by Functions Revenue 2021 - 2026
  • Table 74: Non-Fleet Asset Tracking Management Solution 2021 - 2026
  • Table 75: Non-Fleet Asset Tracking Management Solution Revenue 2021 - 2026
  • Table 76: Non-Fleet Asset Tracking Industry Verticals Revenue 2021 - 2026
  • Table 77: Non-Fleet Asset Tracking Industry Verticals Revenue 2021 - 2026
  • Table 78: Non-Fleet Tracking Market by Region 2021 - 2026
  • Table 79: Non-Fleet Tracking Market by Region Revenue 2021 - 2026
  • Table 80: North America Non-Fleet Tracking Market by Country 2021 - 2026
  • Table 81: North America Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 82: Europe Non-Fleet Tracking Market by Country 2021 - 2026
  • Table 83: Europe Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 84: APAC Non-Fleet Tracking Market by Country 2021 - 2026
  • Table 85: APAC Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 86: MEA Non-Fleet Tracking Market by Country 2021 - 2026
  • Table 87: MEA Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 88: South America Non-Fleet Tracking Market by Country 2021 - 2026
  • Table 89: South America Non-Fleet Tracking Market by Country Revenue 2021 - 2026
  • Table 90: IoT enabled Fleet Tracking by Category 2021 - 2026
  • Table 91: IoT enabled Fleet Tracking by Category Revenue 2021 - 2026
  • Table 92: IoT enabled Fleet Tracking by Land-Based Vehicle Type 2021 - 2026
  • Table 93: IoT enabled Fleet Tracking by Land-Based Vehicle Type Revenue 2021 - 2026
  • Table 94: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
  • Table 95: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type Revenue 2021 - 2026
  • Table 96: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type 2021 - 2026
  • Table 97: IoT enabled Fleet Tracking by Commercial/Industrial Fleet Type Revenue 2021 - 2026
  • Table 98: IoT enabled Fleet Tracking by Long Haul Tracking (LHT) Type 2021 - 2026
  • Table 99: IoT enabled Fleet Tracking by Long Haul Tracking (LHT) Type Revenue 2021 - 2026
  • Table 100: IoT enabled Fleet Tracking by LHT Wheeler Type 2021 - 2026
  • Table 101: IoT enabled Fleet Tracking by LHT Wheeler Type Revenue 2021 - 2026
  • Table 102: IoT enabled Fleet Tracking by LHT Length Type 2021 - 2026
  • Table 103: IoT enabled Fleet Tracking by LHT Length Type Revenue 2021 - 2026
  • Table 104: IoT enabled Fleet Tracking by Service Vehicle Type 2021 - 2026
  • Table 105: IoT enabled Fleet Tracking by Service Vehicle Type Revenue 2021 - 2026
  • Table 106: IoT enabled Fleet Tracking by Fleet Trailers Type 2021 - 2026
  • Table 107: IoT enabled Fleet Tracking by Fleet Trailers Type Revenue 2021 - 2026
  • Table 108: IoT enabled Fleet Tracking by Types of Bus 2021 - 2026
  • Table 109: IoT enabled Fleet Tracking by Types of Bus Revenue 2021 - 2026
  • Table 110: IoT enabled Fleet Tracking by Service Bus Type 2021 - 2026
  • Table 111: IoT enabled Fleet Tracking by Service Bus Type Revenue 2021 - 2026
  • Table 112: IoT enabled Fleet Tracking by Consumer/Personal Fleet Type 2021 - 2026
  • Table 113: IoT enabled Fleet Tracking by Consumer/Personal Fleet Type Revenue 2021 - 2026
  • Table 114: IoT enabled Fleet Tracking by Special Purpose Fleet Type 2021 - 2026
  • Table 115: IoT enabled Fleet Tracking by Special Purpose Fleet Type Revenue 2021 - 2026
  • Table 116: IoT enabled Fleet Tracking by Non-Land Based Vehicle 2021 - 2026
  • Table 117: IoT enabled Fleet Tracking by Non-Land Based Vehicle Revenue 2021 - 2026
  • Table 118: IoT enabled Fleet Tracking by Aviation Vehicle and Machinery Type 2021 - 2026
  • Table 119: IoT enabled Fleet Tracking by Aviation Vehicle and Machinery Type Revenue 2021 - 2026
  • Table 120: IoT enabled Fleet Tracking by Railway Vehicle and Equipment Type 2021 - 2026
  • Table 121: IoT enabled Fleet Tracking by Railway Vehicle and Equipment Type Revenue 2021 - 2026
  • Table 122: IoT enabled Fleet Tracking by Water Based Vehicle Type 2021 - 2026
  • Table 123: IoT enabled Fleet Tracking by Water Based Vehicle Type Revenue 2021 - 2026
  • Table 124: IoT Enabled Non-Fleet Asset Tracking by Application 2021 - 2026
  • Table 125: IoT Enabled Non-Fleet Asset Tracking by Application Revenue 2021 - 2026
  • Table 126: IoT Enabled Non-Fleet Asset Tracking by Property Management Category 2021 - 2026
  • Table 127: IoT Enabled Non-Fleet Asset Tracking by Property Management Category Revenue 2021 - 2026
  • Table 128: IoT Enabled Non-Fleet Asset Tracking by Facility Management Category 2021 - 2026
  • Table 129: IoT Enabled Non-Fleet Asset Tracking by Facility Management Category Revenue 2021 - 2026
  • Table 130: Video Safety in Fleet Tracking 2021 - 2026
  • Table 131: Video Safety in Fleet Tracking by Camera Type 2021 - 2026
  • Table 132: Video Safety in Fleet Tracking by Applications 2021 - 2026
  • Table 133: Video Safety in Fleet Tracking by Technology 2021 - 2026
  • Table 134: Video Safety in Fleet Tracking by Technology Function 2021 - 2026
  • Table 135: Video Safety in Fleet Tracking by Dash Cam Type 2021 - 2026
  • Table 136: Video Safety in Fleet Tracking by Dash Cam Technology 2021 - 2026
  • Table 137: Video Safety by Dash Cam Product Outlook 2021 - 2026
  • Table 138: Video Safety by Dash Cam Video Quality 2021 - 2026
  • Table 139: Video Safety in Fleet Tracking by Vehicle Type 2021 - 2026
  • Table 140: Video Safety in Fleet Tracking by Land Based Vehicle Type 2021 - 2026
  • Table 141: Video Safety in Fleet Tracking by Land Based Vehicle Type 2021 - 2026
  • Table 142: Video Safety Market in Fleet Tracking by Trucks and Van Type 2021 - 2026
  • Table 143: Video Safety Market in Fleet Tracking by Long Haul Tracking (LHT) Type 2021 - 2026
  • Table 144: Video Safety Market in Fleet Tracking by Price Range 2021 - 2026
  • Table 145: Video Safety Market in Fleet Tracking by Region 2021 - 2026
  • Table 146: North America Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Table 147: Europe Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Table 148: APAC Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Table 149: MEA Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Table 150: South America Video Safety Market in Fleet Tracking by Country 2021 - 2026
  • Table 151: AR Powered Asset Tracking Software Smart Buildings Vs. Smart Workplace 2021 - 2026
  • Table 152: Global Asset Tracking Market by Network Technology 2021 - 2026
  • Table 153: Global Asset Tracking Market in 5G 2021 - 2026
  • Table 154: Global AI Embedded Asset Tracking Unit Deployment 2021 - 2026
  • Table 155: Global AI Embedded Asset Tracking Revenue 2021 - 2026
  • Table 156: Global Slap and Track Solutions 2021 - 2026
  • Table 157: Slap and Track Solutions by Type 2021 - 2026
  • Table 158: Slap and Track Tags by Installation Type 2021 - 2026
  • Table 159: Slap and Track Tags by Asset Type 2021 - 2026
  • Table 160: Slap and Track Tags by Industry Type 2021 - 2026
  • Table 161: Slap and Track Tags by Region 2021 - 2026
  • Table 162: Slap and Ship Labels by Type 2021 - 2026
  • Table 163: Slap and Ship Labels by Asset Type 2021 - 2026
  • Table 164: Slap and Ship Labels by Industry Type 2021 - 2026
  • Table 165: Slap and Ship Labels by Region 2021 - 2026
  • Table 166: Global Living Creature Tracking Market 2021 - 2026
  • Table 167: Global Living Creature Tracking Market by Segment 2021 - 2026
  • Table 168: Global People Tracking Market by Type 2021 - 2026
  • Table 169: Global Anonymized People Tracking Market by Type 2021 - 2026
  • Table 170: Global Non-Anonymized People Tracking Market by Type 2021 - 2026
  • Table 171: Global Player Tracking Market by Sports Type 2021 - 2026
  • Table 172: Global People Tracking Market by Technology 2021 - 2026
  • Table 173: Global People Tracking Market by Application 2021 - 2026
  • Table 174: Global People Tracking Market by Industry Vertical 2021 - 2026
  • Table 175: Global Animal Tracking Market by Segment 2021 - 2026
  • Table 176: Global Wild Animal Tracking Market by Type 2021 - 2026
  • Table 177: Global Animal Tracking Market by Product 2021 - 2026
  • Table 178: Global Animal Tracking Market by Technology 2021 - 2026
  • Table 179: Global Animal Tracking Market by Application 2021 - 2026
  • Table 180: Global Animal Tracking Market by Industry Vertical 2021 - 2026
  • Table 181: Global Living Creature Tracking Market by Region 2021 - 2026
  • Table 182: North America Living Creature Tracking Market by Country 2021 - 2026
  • Table 183: Europe Living Creature Tracking Market by Country 2021 - 2026
  • Table 184: APAC Living Creature Tracking Market by Country 2021 - 2026
  • Table 185: MEA Living Creature Tracking Market by Country 2021 - 2026
  • Table 186: Latin America Living Creature Tracking Market by Country 2021 - 2026

AI in Supply Chain Management Market 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