全球物流市場機器學習

預計到 2030 年，全球物流機器學習市場規模將達到 107 億美元

全球物流機器學習市場規模預計在2024年為33億美元，到2030年將達到107億美元，2024年至2030年的複合年成長率為21.5%。軟體組件是本報告分析的細分市場之一，預計其複合年成長率為23.6%，到分析期結束時規模將達到78億美元。服務組件細分市場在分析期間內的複合年成長率預計為16.9%。

美國市場預計將達到 9.103 億美元，中國市場複合年成長率將達到 29.1%

預計2024年，美國物流機器學習市場規模將達到9.103億美元。作為世界第二大經濟體，中國市場規模預計到2030年將達到26億美元，2024年至2030年的複合年成長率為29.1%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為16.9%和19.4%。在歐洲，預計德國的複合年成長率約為18.1%。

全球物流市場機器學習－主要趨勢與促進因素摘要

為什麼機器學習在物流越來越受歡迎

物流產業正在經歷數位轉型，機器學習在最佳化營運、降低成本和提高效率方面發揮關鍵作用。傳統的供應鏈管理系統往往難以實現即時需求預測、路線最佳化和庫存管理。基於巨量資料分析的機器學習演算法正在提高物流規劃的準確性，幫助企業最大限度地減少延誤並最佳化車輛運轉率。隨著全球電子商務的持續擴張和當日送達預期的不斷提升，對人工智慧物流解決方案的需求正在快速成長。

創新如何推動物流機器學習的表現？

人工智慧、預測分析和自主決策系統的最新進展正在徹底改變物流管理。機器學習模型可以分析歷史運輸數據、天氣模式和交通狀況，從而最佳化配送路線並降低油耗。人工智慧驅動的需求預測可以幫助企業預測庫存需求，並防止缺貨和庫存過剩的情況。此外，機器人流程自動化 (RPA) 正在透過提高揀貨、包裝和分類的效率來簡化倉庫業務。人工智慧聊天機器人和虛擬助理的創新也透過提供即時貨運追蹤更新和自動回覆詢問來改善客戶服務。

主要的市場促進因素有哪些？

電子商務的快速成長、雲端基礎物流平台的日益普及以及對經濟高效的供應鏈解決方案日益成長的需求，正在推動市場擴張。物流公司也正在投資人工智慧驅動的自動駕駛送貨車輛和基於無人機的最後一哩配送解決方案，以提高業務效率。此外，永續性的關注也促使企業利用機器學習來最佳化燃料消耗並減少碳足跡，從而實現全球環境目標。

存在哪些挑戰和未來機會？

挑戰包括人工智慧整合的高成本、資料隱私擔憂以及傳統物流企業對技術變革的抵制。然而，未來的機會在於：擴展人工智慧驅動的車輛管理預測性維護，開發人工智慧驅動的區塊鏈物流解決方案以提高透明度，以及整合5G賦能的智慧物流網路。人工智慧驅動的自主倉庫和智慧運輸系統的持續發展將進一步重塑物流行業。

部分

元件（軟體、服務）、配置（雲端基礎、本地）、組織（大型企業、中小型企業）、應用程式（庫存管理、供應鏈計劃、運輸管理、倉庫管理、車隊管理、風險與安全、其他）、最終用戶（零售與電子商務、製造、醫療保健、汽車、食品與飲料、消費品、其他）

受訪公司範例

• Aera Technology
• Amazon
• Blue Yonder
• Covariant
• DataArt
• Everstream Analytics
• Flowspace
• FourKites
• HERE Technologies
• Nauto
• Noodle.ai
• Nuro
• Orkestra SCS
• Osa Commerce
• Samsara
• Samsung SDS
• Shippeo
• Shipsy
• Shipwell
• Transmetrics

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 沒有查詢通用的 LLM 或特定產業的SLM，而是建立了一個從世界各地的專家收集的內容庫，其中包括影片錄像、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

• 市場概覽
• 主要企業
• 市場趨勢和促進因素
• 全球市場展望

第3章市場分析

• 美國
• 加拿大
• 日本
• 中國
• 歐洲
• 法國
• 德國
• 義大利
• 英國
• 西班牙
• 俄羅斯
• 其他歐洲國家
• 亞太地區
• 澳洲
• 印度
• 韓國
• 其他亞太地區
• 拉丁美洲
• 阿根廷
• 巴西
• 墨西哥
• 其他拉丁美洲
• 中東
• 伊朗
• 以色列
• 沙烏地阿拉伯
• 阿拉伯聯合大公國
• 其他中東地區
• 非洲

第4章 比賽

Global Machine Learning in Logistics Market to Reach US$10.7 Billion by 2030

The global market for Machine Learning in Logistics estimated at US$3.3 Billion in the year 2024, is expected to reach US$10.7 Billion by 2030, growing at a CAGR of 21.5% over the analysis period 2024-2030. Software Component, one of the segments analyzed in the report, is expected to record a 23.6% CAGR and reach US$7.8 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 16.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$910.3 Million While China is Forecast to Grow at 29.1% CAGR

The Machine Learning in Logistics market in the U.S. is estimated at US$910.3 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$2.6 Billion by the year 2030 trailing a CAGR of 29.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 16.9% and 19.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 18.1% CAGR.

Global Machine Learning in Logistics Market - Key Trends & Drivers Summarized

Why Is Machine Learning in Logistics Gaining Popularity?

The logistics industry is undergoing a digital transformation, with machine learning playing a pivotal role in optimizing operations, reducing costs, and enhancing efficiency. Traditional supply chain management systems often struggle with real-time demand forecasting, route optimization, and inventory management. Machine learning algorithms, powered by big data analytics, are improving accuracy in logistics planning, helping companies minimize delays and optimize fleet utilization. As global e-commerce continues to expand and same-day delivery expectations rise, the demand for AI-driven logistics solutions is growing rapidly.

How Are Innovations Enhancing the Performance of Machine Learning in Logistics?

Recent advancements in AI, predictive analytics, and autonomous decision-making systems are revolutionizing logistics management. Machine learning models analyze historical shipping data, weather patterns, and traffic conditions to optimize delivery routes and reduce fuel consumption. AI-powered demand forecasting helps companies anticipate inventory needs, preventing stockouts and overstock situations. Additionally, robotic process automation (RPA) is streamlining warehouse operations by enhancing picking, packing, and sorting efficiency. Innovations in AI-driven chatbots and virtual assistants are also improving customer service by providing real-time shipment tracking updates and automated responses to inquiries.

What Are the Key Market Drivers?

The rapid growth of e-commerce, increasing adoption of cloud-based logistics platforms, and rising demand for cost-efficient supply chain solutions are driving market expansion. Logistics companies are also investing in AI-powered autonomous delivery vehicles and drone-based last-mile delivery solutions to improve operational efficiency. Additionally, sustainability concerns are pushing companies to use machine learning for optimizing fuel consumption and reducing carbon footprints, aligning with global environmental goals.

What Challenges and Future Opportunities Exist?

Challenges include the high cost of AI integration, data privacy concerns, and resistance to technological change among traditional logistics providers. However, future opportunities lie in expanding AI-driven predictive maintenance for fleet management, developing AI-powered blockchain logistics solutions for enhanced transparency, and integrating 5G-enabled smart logistics networks. The continued evolution of AI-powered autonomous warehouses and smart transportation systems will further redefine the logistics industry.

SCOPE OF STUDY:

The report analyzes the Machine Learning in Logistics market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Software Component, Services Component); Deployment (Cloud-based Deployment, On-Premise Deployment); Organization (Large Enterprises, Small & Medium-Sized Enterprises); Application (Inventory Management Application, Supply Chain Planning Application, Transportation Management Application, Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications); End-User (Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User, Other End-Users)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 43 Featured) -

• Aera Technology
• Amazon
• Blue Yonder
• Covariant
• DataArt
• Everstream Analytics
• Flowspace
• FourKites
• HERE Technologies
• Nauto
• Noodle.ai
• Nuro
• Orkestra SCS
• Osa Commerce
• Samsara
• Samsung SDS
• Shippeo
• Shipsy
• Shipwell
• Transmetrics

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

• 1. MARKET OVERVIEW
  • Influencer Market Insights
  • Tariff Impact on Global Supply Chain Patterns
  • Machine Learning in Logistics - Global Key Competitors Percentage Market Share in 2025 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
• 2. FOCUS ON SELECT PLAYERS
• 3. MARKET TRENDS & DRIVERS
  • Rising E-Commerce Volume and Customer Expectations for Speed Drive Adoption of ML in Logistics Operations
  • Integration of ML in Supply Chain Forecasting Improves Demand Planning and Inventory Accuracy
  • Increased Use of Predictive Analytics Enhances Route Optimization and Last-Mile Delivery Efficiency
  • Automation of Warehouse Operations Using ML Algorithms Strengthens Fulfillment Speed and Accuracy
  • Rising Focus on Cost Reduction and Resource Optimization Spurs ML Investment in 3PL and Freight Management
  • Advanced Anomaly Detection Capabilities Reduce Operational Disruptions and Improve Resilience
  • Growing Adoption of ML-Powered Dynamic Pricing Models Enhances Profit Margins and Fleet Utilization
  • Integration of Real-Time Traffic and Weather Data Improves Adaptive Routing and Delivery Scheduling
  • ML-Driven Fraud Detection Tools Strengthen Security Across Cross-Border and High-Value Shipments
  • Use of ML in Reverse Logistics Enhances Returns Management and Reduces Waste
  • Rising Investment in Digital Twin and Simulation Technologies Optimizes Network Design and Asset Deployment
  • Collaborative Robots (Cobots) Integrated with ML Boost Human-Machine Productivity in Logistics Hubs
  • Increasing Need for Sustainability and Carbon Tracking Drives ML-Based Emission Monitoring
  • Voice Recognition and NLP-Enabled Chatbots Improve Customer Service and Shipment Tracking
• 4. GLOBAL MARKET PERSPECTIVE
  • TABLE 1: World Machine Learning in Logistics Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
  • TABLE 2: World Recent Past, Current & Future Analysis for Machine Learning in Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 3: World Historic Review for Machine Learning in Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 4: World 15-Year Perspective for Machine Learning in Logistics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2015, 2025 & 2030
  • TABLE 5: World Recent Past, Current & Future Analysis for Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 6: World Historic Review for Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 7: World 15-Year Perspective for Software Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 8: World Recent Past, Current & Future Analysis for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 9: World Historic Review for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 10: World 15-Year Perspective for Services Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 11: World Recent Past, Current & Future Analysis for Warehouse Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 12: World Historic Review for Warehouse Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 13: World 15-Year Perspective for Warehouse Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 14: World Recent Past, Current & Future Analysis for Fleet Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 15: World Historic Review for Fleet Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 16: World 15-Year Perspective for Fleet Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 17: World Recent Past, Current & Future Analysis for Risk & Security Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 18: World Historic Review for Risk & Security Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 19: World 15-Year Perspective for Risk & Security Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 20: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 21: World Historic Review for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 22: World 15-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 23: World Recent Past, Current & Future Analysis for Inventory Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 24: World Historic Review for Inventory Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 25: World 15-Year Perspective for Inventory Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 26: World Recent Past, Current & Future Analysis for Supply Chain Planning Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 27: World Historic Review for Supply Chain Planning Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 28: World 15-Year Perspective for Supply Chain Planning Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 29: World Recent Past, Current & Future Analysis for Transportation Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 30: World Historic Review for Transportation Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 31: World 15-Year Perspective for Transportation Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 32: World Recent Past, Current & Future Analysis for Retail & E-commerce End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 33: World Historic Review for Retail & E-commerce End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 34: World 15-Year Perspective for Retail & E-commerce End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 35: World Recent Past, Current & Future Analysis for Manufacturing End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 36: World Historic Review for Manufacturing End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 37: World 15-Year Perspective for Manufacturing End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 38: World Recent Past, Current & Future Analysis for Healthcare End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 39: World Historic Review for Healthcare End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 40: World 15-Year Perspective for Healthcare End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 41: World Recent Past, Current & Future Analysis for Automotive End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 42: World Historic Review for Automotive End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 43: World 15-Year Perspective for Automotive End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 44: World Recent Past, Current & Future Analysis for Food & Beverage End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 45: World Historic Review for Food & Beverage End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 46: World 15-Year Perspective for Food & Beverage End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 47: World Recent Past, Current & Future Analysis for Consumer Goods End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 48: World Historic Review for Consumer Goods End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 49: World 15-Year Perspective for Consumer Goods End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 50: World Recent Past, Current & Future Analysis for Other End-Users by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 51: World Historic Review for Other End-Users by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 52: World 15-Year Perspective for Other End-Users by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 53: World Recent Past, Current & Future Analysis for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 54: World Historic Review for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 55: World 15-Year Perspective for Cloud-based Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 56: World Recent Past, Current & Future Analysis for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 57: World Historic Review for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 58: World 15-Year Perspective for On-Premise Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 59: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 60: World Historic Review for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 61: World 15-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
  • TABLE 62: World Recent Past, Current & Future Analysis for Small & Medium-Sized Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 63: World Historic Review for Small & Medium-Sized Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 64: World 15-Year Perspective for Small & Medium-Sized Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

• UNITED STATES
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
  • TABLE 65: USA Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 66: USA Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 67: USA 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 68: USA Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 69: USA Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 70: USA 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 71: USA Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 72: USA Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 73: USA 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 74: USA Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 75: USA Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 76: USA 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 77: USA Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 78: USA Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 79: USA 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• CANADA
  • TABLE 80: Canada Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 81: Canada Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 82: Canada 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 83: Canada Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 84: Canada Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 85: Canada 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 86: Canada Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 87: Canada Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 88: Canada 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 89: Canada Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 90: Canada Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 91: Canada 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 92: Canada Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 93: Canada Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 94: Canada 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• JAPAN
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
  • TABLE 95: Japan Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 96: Japan Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 97: Japan 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 98: Japan Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 99: Japan Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 100: Japan 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 101: Japan Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 102: Japan Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 103: Japan 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 104: Japan Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 105: Japan Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 106: Japan 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 107: Japan Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 108: Japan Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 109: Japan 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• CHINA
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
  • TABLE 110: China Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 111: China Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 112: China 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 113: China Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 114: China Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 115: China 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 116: China Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 117: China Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 118: China 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 119: China Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 120: China Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 121: China 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 122: China Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 123: China Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 124: China 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• EUROPE
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
  • TABLE 125: Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 126: Europe Historic Review for Machine Learning in Logistics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 127: Europe 15-Year Perspective for Machine Learning in Logistics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2015, 2025 & 2030
  • TABLE 128: Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 129: Europe Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 130: Europe 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 131: Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 132: Europe Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 133: Europe 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 134: Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 135: Europe Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 136: Europe 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 137: Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 138: Europe Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 139: Europe 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 140: Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 141: Europe Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 142: Europe 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• FRANCE
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
  • TABLE 143: France Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 144: France Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 145: France 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 146: France Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 147: France Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 148: France 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 149: France Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 150: France Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 151: France 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 152: France Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 153: France Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 154: France 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 155: France Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 156: France Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 157: France 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• GERMANY
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
  • TABLE 158: Germany Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 159: Germany Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 160: Germany 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 161: Germany Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 162: Germany Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 163: Germany 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 164: Germany Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 165: Germany Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 166: Germany 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 167: Germany Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 168: Germany Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 169: Germany 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 170: Germany Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 171: Germany Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 172: Germany 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• ITALY
  • TABLE 173: Italy Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 174: Italy Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 175: Italy 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 176: Italy Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 177: Italy Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 178: Italy 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 179: Italy Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 180: Italy Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 181: Italy 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 182: Italy Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 183: Italy Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 184: Italy 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 185: Italy Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 186: Italy Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 187: Italy 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• UNITED KINGDOM
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
  • TABLE 188: UK Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 189: UK Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 190: UK 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 191: UK Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 192: UK Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 193: UK 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 194: UK Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 195: UK Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 196: UK 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 197: UK Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 198: UK Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 199: UK 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 200: UK Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 201: UK Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 202: UK 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• SPAIN
  • TABLE 203: Spain Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 204: Spain Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 205: Spain 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 206: Spain Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 207: Spain Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 208: Spain 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 209: Spain Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 210: Spain Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 211: Spain 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 212: Spain Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 213: Spain Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 214: Spain 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 215: Spain Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 216: Spain Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 217: Spain 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• RUSSIA
  • TABLE 218: Russia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 219: Russia Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 220: Russia 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 221: Russia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 222: Russia Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 223: Russia 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 224: Russia Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 225: Russia Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 226: Russia 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 227: Russia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 228: Russia Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 229: Russia 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 230: Russia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 231: Russia Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 232: Russia 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• REST OF EUROPE
  • TABLE 233: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 234: Rest of Europe Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 235: Rest of Europe 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 236: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 237: Rest of Europe Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 238: Rest of Europe 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 239: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 240: Rest of Europe Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 241: Rest of Europe 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 242: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 243: Rest of Europe Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 244: Rest of Europe 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 245: Rest of Europe Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 246: Rest of Europe Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 247: Rest of Europe 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• ASIA-PACIFIC
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
  • TABLE 248: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 249: Asia-Pacific Historic Review for Machine Learning in Logistics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 250: Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2015, 2025 & 2030
  • TABLE 251: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 252: Asia-Pacific Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 253: Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 254: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 255: Asia-Pacific Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 256: Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 257: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 258: Asia-Pacific Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 259: Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 260: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 261: Asia-Pacific Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 262: Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 263: Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 264: Asia-Pacific Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 265: Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• AUSTRALIA
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
  • TABLE 266: Australia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 267: Australia Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 268: Australia 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 269: Australia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 270: Australia Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 271: Australia 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 272: Australia Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 273: Australia Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 274: Australia 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 275: Australia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 276: Australia Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 277: Australia 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 278: Australia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 279: Australia Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 280: Australia 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• INDIA
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
  • TABLE 281: India Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 282: India Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 283: India 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 284: India Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 285: India Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 286: India 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 287: India Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 288: India Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 289: India 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 290: India Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 291: India Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 292: India 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 293: India Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 294: India Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 295: India 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• SOUTH KOREA
  • TABLE 296: South Korea Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 297: South Korea Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 298: South Korea 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 299: South Korea Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 300: South Korea Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 301: South Korea 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 302: South Korea Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 303: South Korea Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 304: South Korea 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 305: South Korea Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 306: South Korea Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 307: South Korea 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 308: South Korea Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 309: South Korea Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 310: South Korea 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• REST OF ASIA-PACIFIC
  • TABLE 311: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 312: Rest of Asia-Pacific Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 313: Rest of Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 314: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 315: Rest of Asia-Pacific Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 316: Rest of Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 317: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 318: Rest of Asia-Pacific Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 319: Rest of Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 320: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 321: Rest of Asia-Pacific Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 322: Rest of Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 323: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 324: Rest of Asia-Pacific Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 325: Rest of Asia-Pacific 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• LATIN AMERICA
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
  • TABLE 326: Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 327: Latin America Historic Review for Machine Learning in Logistics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 328: Latin America 15-Year Perspective for Machine Learning in Logistics by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2015, 2025 & 2030
  • TABLE 329: Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 330: Latin America Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 331: Latin America 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 332: Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 333: Latin America Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 334: Latin America 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 335: Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 336: Latin America Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 337: Latin America 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 338: Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 339: Latin America Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 340: Latin America 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 341: Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 342: Latin America Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 343: Latin America 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• ARGENTINA
  • TABLE 344: Argentina Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 345: Argentina Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 346: Argentina 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 347: Argentina Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 348: Argentina Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 349: Argentina 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 350: Argentina Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 351: Argentina Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 352: Argentina 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 353: Argentina Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 354: Argentina Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 355: Argentina 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 356: Argentina Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 357: Argentina Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 358: Argentina 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• BRAZIL
  • TABLE 359: Brazil Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 360: Brazil Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 361: Brazil 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 362: Brazil Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 363: Brazil Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 364: Brazil 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 365: Brazil Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 366: Brazil Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 367: Brazil 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 368: Brazil Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 369: Brazil Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 370: Brazil 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 371: Brazil Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 372: Brazil Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 373: Brazil 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• MEXICO
  • TABLE 374: Mexico Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 375: Mexico Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 376: Mexico 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 377: Mexico Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 378: Mexico Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 379: Mexico 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 380: Mexico Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 381: Mexico Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 382: Mexico 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 383: Mexico Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 384: Mexico Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 385: Mexico 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 386: Mexico Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 387: Mexico Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 388: Mexico 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• REST OF LATIN AMERICA
  • TABLE 389: Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 390: Rest of Latin America Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 391: Rest of Latin America 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 392: Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 393: Rest of Latin America Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 394: Rest of Latin America 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 395: Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 396: Rest of Latin America Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 397: Rest of Latin America 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 398: Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 399: Rest of Latin America Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 400: Rest of Latin America 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 401: Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 402: Rest of Latin America Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 403: Rest of Latin America 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• MIDDLE EAST
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
  • TABLE 404: Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • TABLE 405: Middle East Historic Review for Machine Learning in Logistics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 406: Middle East 15-Year Perspective for Machine Learning in Logistics by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2015, 2025 & 2030
  • TABLE 407: Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 408: Middle East Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 409: Middle East 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 410: Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 411: Middle East Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 412: Middle East 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 413: Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 414: Middle East Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 415: Middle East 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 416: Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 417: Middle East Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 418: Middle East 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 419: Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 420: Middle East Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 421: Middle East 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• IRAN
  • TABLE 422: Iran Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 423: Iran Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 424: Iran 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 425: Iran Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 426: Iran Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 427: Iran 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 428: Iran Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 429: Iran Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 430: Iran 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 431: Iran Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 432: Iran Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 433: Iran 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 434: Iran Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 435: Iran Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 436: Iran 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• ISRAEL
  • TABLE 437: Israel Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 438: Israel Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 439: Israel 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 440: Israel Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 441: Israel Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 442: Israel 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 443: Israel Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 444: Israel Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 445: Israel 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 446: Israel Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 447: Israel Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 448: Israel 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 449: Israel Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 450: Israel Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 451: Israel 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• SAUDI ARABIA
  • TABLE 452: Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 453: Saudi Arabia Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 454: Saudi Arabia 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 455: Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 456: Saudi Arabia Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 457: Saudi Arabia 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 458: Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 459: Saudi Arabia Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 460: Saudi Arabia 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 461: Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 462: Saudi Arabia Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 463: Saudi Arabia 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 464: Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 465: Saudi Arabia Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 466: Saudi Arabia 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• UNITED ARAB EMIRATES
  • TABLE 467: UAE Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 468: UAE Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 469: UAE 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 470: UAE Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 471: UAE Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 472: UAE 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 473: UAE Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 474: UAE Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 475: UAE 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 476: UAE Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 477: UAE Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 478: UAE 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 479: UAE Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 480: UAE Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 481: UAE 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• REST OF MIDDLE EAST
  • TABLE 482: Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 483: Rest of Middle East Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 484: Rest of Middle East 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 485: Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 486: Rest of Middle East Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 487: Rest of Middle East 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 488: Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 489: Rest of Middle East Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 490: Rest of Middle East 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 491: Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 492: Rest of Middle East Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 493: Rest of Middle East 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 494: Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 495: Rest of Middle East Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 496: Rest of Middle East 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030
• AFRICA
  • Machine Learning in Logistics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
  • TABLE 497: Africa Recent Past, Current & Future Analysis for Machine Learning in Logistics by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 498: Africa Historic Review for Machine Learning in Logistics by Component - Software Component and Services Component Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 499: Africa 15-Year Perspective for Machine Learning in Logistics by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2015, 2025 & 2030
  • TABLE 500: Africa Recent Past, Current & Future Analysis for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 501: Africa Historic Review for Machine Learning in Logistics by Application - Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 502: Africa 15-Year Perspective for Machine Learning in Logistics by Application - Percentage Breakdown of Value Sales for Warehouse Management Application, Fleet Management Application, Risk & Security Application, Other Applications, Inventory Management Application, Supply Chain Planning Application and Transportation Management Application for the Years 2015, 2025 & 2030
  • TABLE 503: Africa Recent Past, Current & Future Analysis for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 504: Africa Historic Review for Machine Learning in Logistics by End-user - Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 505: Africa 15-Year Perspective for Machine Learning in Logistics by End-user - Percentage Breakdown of Value Sales for Retail & E-commerce End-User, Manufacturing End-User, Healthcare End-User, Automotive End-User, Food & Beverage End-User, Consumer Goods End-User and Other End-Users for the Years 2015, 2025 & 2030
  • TABLE 506: Africa Recent Past, Current & Future Analysis for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 507: Africa Historic Review for Machine Learning in Logistics by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 508: Africa 15-Year Perspective for Machine Learning in Logistics by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2015, 2025 & 2030
  • TABLE 509: Africa Recent Past, Current & Future Analysis for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
  • TABLE 510: Africa Historic Review for Machine Learning in Logistics by Organization - Large Enterprises and Small & Medium-Sized Enterprises Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
  • TABLE 511: Africa 15-Year Perspective for Machine Learning in Logistics by Organization - Percentage Breakdown of Value Sales for Large Enterprises and Small & Medium-Sized Enterprises for the Years 2015, 2025 & 2030

IV. COMPETITION