PUBLISHER: The Business Research Company | PRODUCT CODE: 1455361
PUBLISHER: The Business Research Company | PRODUCT CODE: 1455361
AI In Logistics Global Market Report 2024
Artificial intelligence in logistics encompasses the application of machine learning (ML) and algorithms to automate and optimize different facets of the logistics sector. Its purpose is to streamline routine tasks, enhance efficiency, lower costs, and facilitate intelligent decision-making.
The primary offerings of AI in logistics consist of software and services. Software entails the provision of automation, data analysis, and decision-making support. Various technologies, including machine learning, natural language processing, context awareness computing, and computer vision, are employed across various applications such as self-driving vehicles and forklifts, planning and forecasting, human-machine collaboration, and automation of ordering and processing. These solutions find application in diverse industry verticals including automotive, food and beverages, manufacturing, healthcare, and retail.
The AI in logistics market research report is one of a series of new reports from The Business Research Company that provides AI in logistics market statistics, including AI in logistics industry global market size, regional shares, competitors with a AI in logistics market share, detailed AI in logistics market segments, market trends and opportunities, and any further data you may need to thrive in the AI in logistics industry. This AI in logistics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.
The AI in logistics market size has grown exponentially in recent years. It will grow from $12.21 billion in 2023 to $18.01 billion in 2024 at a compound annual growth rate (CAGR) of 47.5%. Historical growth can be attributed to the increasing complexity of supply chain networks, rising demand for real-time logistics solutions, advancements in AI and machine learning technologies, the growing e-commerce sector, and the need for efficiency and cost optimization in logistics operations.
The AI in logistics market size is expected to see exponential growth in the next few years. It will grow to $83.26 billion in 2028 at a compound annual growth rate (CAGR) of 46.6%. Forecasted growth can be attributed to the expansion of autonomous vehicles and drones in logistics, a rising demand for predictive analytics in supply chain management, the growth of smart warehouses and fulfillment centers, the integration of blockchain technology for transparent and secure transactions, and an increasing focus on sustainability and green logistics. Major trends in the forecast period include the adoption of AI-powered route optimization for delivery fleets, the development of AI chatbots for customer service and support, the emergence of predictive maintenance solutions for logistics assets, the utilization of AI for demand forecasting and inventory management, and the implementation of AI-enabled risk management systems for supply chain resilience.
The burgeoning growth of the e-commerce sector is expected to drive the expansion of the AI in logistics market in the foreseeable future. E-commerce involves the online buying and selling of goods or services, along with the transfer of data and funds to complete transactions. The integration of AI in logistics aids e-commerce businesses in streamlining their operations and enhancing efficiency, leading to benefits such as route optimization, supply chain optimization, and personalized shopping recommendations. For example, the International Trade Administration reported that consumer e-commerce accounted for 30% of the UK's overall retail sector in September 2022, up from 20% in 2020, with an annual e-commerce revenue exceeding $120 billion. Additionally, in 2021, 82% of individuals in the UK made at least one online purchase, further highlighting the growth of e-commerce and its impact on the market.
Key players in the AI in logistics market are focusing on introducing advanced solutions, such as AI-powered supply chain management and orchestration solutions, to enhance their competitiveness in the market. These solutions leverage artificial intelligence to streamline and optimize various aspects of the supply chain. For instance, in December 2023, Blue Yonder, an India-based digital supply chain management solutions company, launched Blue Yonder Orchestrator, a generative AI tool that simplifies supply chain management and orchestration. This innovative feature utilizes large language models (LLMs), cloud data, and prompt engineering to recommend supply chain decisions, providing business users with instant access to advice, forecasts, and intelligent decisions to improve supply chain operations.
In October 2022, Dachser Group SE & Co. KG, a Germany-based logistics company, acquired Kasasi GmbH, a German software company specializing in developing and applying AI solutions to optimize transport and logistics operations. This strategic acquisition aims to expand Dachser's capabilities in rail transportation monitoring and analysis solutions, particularly in sectors such as rail, retail, food, and pharmaceuticals. Kasasi GmbH will continue serving its existing clientele while focusing on future expansion in rail transportation monitoring and analysis solutions.
Major companies operating in the AI in logistics market report are Amazon.com Inc, Alphabet Inc., Microsoft Corporation, DHL International GmbH, United Parcel Service, Inc., FedEx Corporation, CEVA Logistics AG, Intel Corporation, IBM Corporation, Oracle Corporation, Kuehne + Nagel International AG, NVIDIA Corporation, XPO Logistics, Inc., Zebra Technologies, HAVI, Infor, Echo Global Logistics, Symbotic, C3 AI, Turvo Inc., project44 Inc., Wise Systems, Inc., Covariant, Cognitivescale Inc., Slync.io Inc., Transportation Applied Intelligence LLC
North America was the largest region in the AI in logistics market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the AI in logistics market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the AI in the Logistics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain
The AI in the Logistics market includes revenues earned by entities by providing route optimization, predictive analytics, warehouse automation, demand forecasting, inventory control and planning, and fleet performance. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
AI In Logistics Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on ai in logistics market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
Reasons to Purchase
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- Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
- Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
- Measure the impact of high global inflation on market growth.
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- Benchmark performance against key competitors.
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Where is the largest and fastest growing market for ai in logistics ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai in logistics market global report from the Business Research Company answers all these questions and many more.
The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.
- The market characteristics section of the report defines and explains the market.
- The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
- The forecasts are made after considering the major factors currently impacting the market. These include:
The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.
The impact of higher inflation in many countries and the resulting spike in interest rates.
The continued but declining impact of covid 19 on supply chains and consumption patterns.
- Market segmentations break down the market into sub markets.
- The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
- The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
- The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
Markets Covered:
- 1) By Offering: Software; Services
- 2) By Technology: Machine Learning; Natural Language Processing; Context Awareness Computing; Computer Vision
- 3) By Application: Self-driving Vehicles And Forklifts; Planning And Forecasting; Machine And Human Collaboration; Automation Of Ordering And Processing
- 4) By Industry Vertical: Automotive; Food And Beverages; Manufacturing; Healthcare; Retail
- Companies Mentioned: Amazon.com Inc; Alphabet Inc.; Microsoft Corporation; DHL International GmbH; United Parcel Service, Inc.
- Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
- Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
- Time series: Five years historic and ten years forecast.
- Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
- Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
- Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
- Delivery format: PDF, Word and Excel Data Dashboard.
Table of Contents
1. Executive Summary
2. AI In Logistics Market Characteristics
3. AI In Logistics Market Trends And Strategies
4. AI In Logistics Market - Macro Economic Scenario
- 4.1. Impact Of High Inflation On The Market
- 4.2. Ukraine-Russia War Impact On The Market
- 4.3. COVID-19 Impact On The Market
5. Global AI In Logistics Market Size and Growth
- 5.1. Global AI In Logistics Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
- 5.2. Global AI In Logistics Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
- 5.3. Global AI In Logistics Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)
6. AI In Logistics Market Segmentation
- 6.1. Global AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Software
- Services
- 6.2. Global AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Machine Learning
- Natural Language Processing
- Context Awareness Computing
- Computer Vision
- 6.3. Global AI In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Self-driving Vehicles And Forklifts
- Planning And Forecasting
- Machine And Human Collaboration
- Automation Of Ordering And Processing
- 6.4. Global AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- Automotive
- Food And Beverages
- Manufacturing
- Healthcare
- Retail
7. AI In Logistics Market Regional And Country Analysis
- 7.1. Global AI In Logistics Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 7.2. Global AI In Logistics Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8. Asia-Pacific AI In Logistics Market
- 8.1. Asia-Pacific AI In Logistics Market Overview
- Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
- 8.2. Asia-Pacific AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 8.3. Asia-Pacific AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 8.4. Asia-Pacific AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
9. China AI In Logistics Market
- 9.1. China AI In Logistics Market Overview
- 9.2. China AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
- 9.3. China AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
- 9.4. China AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
10. India AI In Logistics Market
- 10.1. India AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 10.2. India AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 10.3. India AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11. Japan AI In Logistics Market
- 11.1. Japan AI In Logistics Market Overview
- 11.2. Japan AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 11.3. Japan AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 11.4. Japan AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12. Australia AI In Logistics Market
- 12.1. Australia AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 12.2. Australia AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 12.3. Australia AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13. Indonesia AI In Logistics Market
- 13.1. Indonesia AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 13.2. Indonesia AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 13.3. Indonesia AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14. South Korea AI In Logistics Market
- 14.1. South Korea AI In Logistics Market Overview
- 14.2. South Korea AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 14.3. South Korea AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 14.4. South Korea AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15. Western Europe AI In Logistics Market
- 15.1. Western Europe AI In Logistics Market Overview
- 15.2. Western Europe AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 15.3. Western Europe AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 15.4. Western Europe AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16. UK AI In Logistics Market
- 16.1. UK AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 16.2. UK AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 16.3. UK AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17. Germany AI In Logistics Market
- 17.1. Germany AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 17.2. Germany AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 17.3. Germany AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18. France AI In Logistics Market
- 18.1. France AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 18.2. France AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 18.3. France AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19. Italy AI In Logistics Market
- 19.1. Italy AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 19.2. Italy AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 19.3. Italy AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20. Spain AI In Logistics Market
- 20.1. Spain AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 20.2. Spain AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 20.3. Spain AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21. Eastern Europe AI In Logistics Market
- 21.1. Eastern Europe AI In Logistics Market Overview
- 21.2. Eastern Europe AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 21.3. Eastern Europe AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 21.4. Eastern Europe AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22. Russia AI In Logistics Market
- 22.1. Russia AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 22.2. Russia AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 22.3. Russia AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23. North America AI In Logistics Market
- 23.1. North America AI In Logistics Market Overview
- 23.2. North America AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 23.3. North America AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 23.4. North America AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24. USA AI In Logistics Market
- 24.1. USA AI In Logistics Market Overview
- 24.2. USA AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 24.3. USA AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 24.4. USA AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25. Canada AI In Logistics Market
- 25.1. Canada AI In Logistics Market Overview
- 25.2. Canada AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 25.3. Canada AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 25.4. Canada AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26. South America AI In Logistics Market
- 26.1. South America AI In Logistics Market Overview
- 26.2. South America AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 26.3. South America AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 26.4. South America AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27. Brazil AI In Logistics Market
- 27.1. Brazil AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 27.2. Brazil AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 27.3. Brazil AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28. Middle East AI In Logistics Market
- 28.1. Middle East AI In Logistics Market Overview
- 28.2. Middle East AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 28.3. Middle East AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 28.4. Middle East AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29. Africa AI In Logistics Market
- 29.1. Africa AI In Logistics Market Overview
- 29.2. Africa AI In Logistics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 29.3. Africa AI In Logistics Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
- 29.4. Africa AI In Logistics Market, Segmentation By Industry Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
30. AI In Logistics Market Competitive Landscape And Company Profiles
- 30.1. AI In Logistics Market Competitive Landscape
- 30.2. AI In Logistics Market Company Profiles
- 30.2.1. Amazon.com Inc
- 30.2.1.1. Overview
- 30.2.1.2. Products and Services
- 30.2.1.3. Strategy
- 30.2.1.4. Financial Performance
- 30.2.2. Alphabet Inc.
- 30.2.2.1. Overview
- 30.2.2.2. Products and Services
- 30.2.2.3. Strategy
- 30.2.2.4. Financial Performance
- 30.2.3. Microsoft Corporation
- 30.2.3.1. Overview
- 30.2.3.2. Products and Services
- 30.2.3.3. Strategy
- 30.2.3.4. Financial Performance
- 30.2.4. DHL International GmbH
- 30.2.4.1. Overview
- 30.2.4.2. Products and Services
- 30.2.4.3. Strategy
- 30.2.4.4. Financial Performance
- 30.2.5. United Parcel Service, Inc.
- 30.2.5.1. Overview
- 30.2.5.2. Products and Services
- 30.2.5.3. Strategy
- 30.2.5.4. Financial Performance
- 30.2.1. Amazon.com Inc
31. AI In Logistics Market Other Major And Innovative Companies
- 31.1. FedEx Corporation
- 31.2. CEVA Logistics AG
- 31.3. Intel Corporation
- 31.4. IBM Corporation
- 31.5. Oracle Corporation
- 31.6. Kuehne + Nagel International AG
- 31.7. NVIDIA Corporation
- 31.8. XPO Logistics, Inc.
- 31.9. Zebra Technologies
- 31.10. HAVI
- 31.11. Infor
- 31.12. Echo Global Logistics
- 31.13. Symbotic
- 31.14. C3 AI
- 31.15. Turvo Inc.
32. Global AI In Logistics Market Competitive Benchmarking
33. Global AI In Logistics Market Competitive Dashboard
34. Key Mergers And Acquisitions In The AI In Logistics Market
35. AI In Logistics Market Future Outlook and Potential Analysis
- 35.1 AI In Logistics Market In 2028 - Countries Offering Most New Opportunities
- 35.2 AI In Logistics Market In 2028 - Segments Offering Most New Opportunities
- 35.3 AI In Logistics Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies
36. Appendix
- 36.1. Abbreviations
- 36.2. Currencies
- 36.3. Historic And Forecast Inflation Rates
- 36.4. Research Inquiries
- 36.5. The Business Research Company
- 36.6. Copyright And Disclaimer
