AI in Supply Chain Market by Application (Demand Planning & Forecasting, Supply Chain Risk Management, Inventory Management, Warehouse & Transportation Management), Services (Professional, and Managed), Software - Global Forecast to 2030

AI in Supply Chain Market by Application (Demand Planning & Forecasting, Supply Chain Risk Management, Inventory Management, Warehouse & Transportation Management), Services (Professional, and Managed), Software - Global Forecast to 2030



The AI in supply chain market is projected to grow from USD 9.15 billion in 2024 and is expected to reach USD 40.53 billion by 2030, growing at a CAGR of 28.2% from 2024 to 2030. Al has improved customers satisfaction toward consumer products. This improvement benefits the organization by maintaining sales tracking and hence garnering more customers. The machine learning techniques that involve deep analytics and real-time monitoring significantly enhance the supply chain visibility of the businesses and hence enable them to deliver better customer experiences and maintain the pace within the delivery timelines. Therefore, market players are employing Al-based supply chain management solutions to increase efficiency and productivity.

“The cloud segment in the AI in supply chain market to witness higher growth rate during the forecast period.”

Cloud segment is mainly driven by cloud-based solutions that are increasingly being adopted by small and medium enterprises, primarily because they provide the flexibility, scalability, and cost-effectiveness features that the organizations require. In addition, the speed in developing sophisticated security solutions for cloud-based deployment offers answers to issues that existed on data privacy and thus attract businesses seeking to adopt AI without investing in big premises-based infrastructure.

“The US is expected to hold the largest market size in the North America region during the forecast period.”

The US companies face pressure and competition to reduce costs while maintaining high levels of customer service. AI supply chain solutions allow for the automation of tasks, analyzing big data, and generating actionable insights that might make efficiency, transparency, and agility inside the supply chain more efficient. There has been a manufacturing and logistics labor shortfall in the US. The use of AI helps to eliminate a human workforce so that activities relate more to higher-value tasks requiring expertise and experience. Further, the US is a leading country in AI research and development. This encourages the development of advanced AI solutions specifically for supply chain applications.

By Company Type: Tier 1 – 20%, Tier 2 – 35%, and Tier 3 – 45%

By Designation: C-level Executives – 15%, Directors –20%, and Others – 65%

By Region: North America –20%, Europe – 15%, Asia Pacific– 60%, and RoW – 5%

Players profiled in this report are SAP SE (Germany), Oracle (US), Blue Yonder Group, Inc. (US), Kinaxis Inc. (Canada), Manhattan Associates (US), NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), Micron Technology, Inc. (US), Qualcomm Technologies, Inc. (US), SAMSUNG (South Korea), IBM (US), Microsoft (US), Amazon Web Services, Inc. (US), Google (US), Anaplan, Inc. (US), Logility Supply Chain Solutions, Inc. (US), Coupa (US), O9 Solutions, Inc. (US), Alibaba Group Holding Limited (China), FedEx Corporation (US), Deutsche Post AG (Germany), ServiceNow (US), Project44 (US), Resilinc Corporation (US), FourKites, Inc. (US), RELEX Solutions (Finland), C.H. Robinson Worldwide, Inc. (US), e2open, LLC (US), FERO.Ai (UAE) among a few other key companies in the AI in supply chain ecosystem.

Report Coverage

The report defines, describes, and forecasts the AI in supply chain market based on offering, deployment, organization size, application, end-use industry, and region. It provides detailed information regarding drivers, restraints, opportunities, and challenges influencing the growth of the AI in supply chain market. It also analyzes competitive developments such as acquisitions, product launches, expansions, and actions carried out by the key players to grow in the market.

Reasons to Buy This Report

The report will help the market leaders/new entrants in the market with information on the closest approximations of the revenue for the overall AI in supply chain market and the subsegments. The report will help stakeholders understand the competitive landscape and gain more insight to position their business better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key drivers, restraints, opportunities, and challenges.

The report will provide insights into the following pointers:

Analysis of key drivers (Big data enhance supply chain efficiency through data-driven decision making) restraints (Shortage of skilled workforce)

opportunities (Surge in increasing demand for intelligent business processes and automation), and challenges (Difficulties in data integration from multiple sources) of the AI in supply chain market.

Product development /Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the AI in supply chain market.

Market Development: Comprehensive information about lucrative markets; the report analyses the AI in supply chain market across various regions.

Market Diversification: Exhaustive information about new products launched, untapped geographies, recent developments, and investments in the AI in supply chain market.

Competitive Assessment: In-depth assessment of market share, growth strategies, and offering of leading players like SAP SE (Germany), Oracle (US), Blue Yonder Group, Inc. (US), Kinaxis Inc. (Canada), Manhattan Associates (US) among others in the AI in supply chain market.


Tables List
Table 1 Role Of Companies In Ecosystem
Table 2 Investment And Funding Scenario, 2023–2024 (Usd Million)
Table 3 Impact Of Porter’s Five Forces Analysis
Table 4 Influence Of Stakeholders On Buying Process For Top
Three End-use Industries (%)
Table 5 Key Buying Criteria For Top Three End-use Industries
Table 6 Import Data For Hs Code 854231, By Country, 2019–2023 (Usd Billion)
Table 7 Export Data For Hs Code 854231, By Country, 2019–2023 (Usd Billion)
Table 8 Patent Analysis, 2023
Table 9 Key Conferences And Events, 2024–2025
Table 10 North America: Regulatory Bodies, Government Agencies, And Other Organizations
Table 11 Europe: Regulatory Bodies, Government Agencies, And Other Organizations
Table 12 Asia Pacific: Regulatory Bodies, Government Agencies, And Other Organizations
Table 13 Rest Of The World: Regulatory Bodies, Government Agencies, And Other Organizations
Table 14 Indicative Pricing Levels Of Ai In Supply Chain Management Solutions And Services
Table 15 Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 16 Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 17 Ai Software In Supply Chain Market, By End-use Industry,
2020–2023 (Usd Million)
Table 18 Ai Software In Supply Chain Market, By End-use Industry,
2024–2030 (Usd Million)
Table 19 Ai Software In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 20 Ai Software In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 21 Ai Services In Supply Chain Market, By Type, 2020–2023 (Usd Million)
Table 22 Ai Services In Supply Chain Market, By Type, 2024–2030 (Usd Million)
Table 23 Ai Services In Supply Chain Market, By End-use Industry,
2020–2023 (Usd Million)
Table 24 Ai Services In Supply Chain Market, By End-use Industry,
2024–2030 (Usd Million)
Table 25 Ai Services In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 26 Ai Services In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 27 Ai In Supply Chain Market, By Deployment, 2020–2023 (Usd Million)
Table 28 Ai In Supply Chain Market, By Deployment, 2024–2030 (Usd Million)
Table 29 Cloud: Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 30 Cloud: Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 31 On-premises: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 32 On-premises: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 33 Hybrid: Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 34 Hybrid: Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 35 Ai In Supply Chain Market, By Organization Size, 2020–2023 (Usd Million)
Table 36 Ai In Supply Chain Market, By Organization Size, 2024–2030 (Usd Million)
Table 37 Ai In Supply Chain Market, By Application, 2020–2023 (Usd Million)
Table 38 Ai In Supply Chain Market, By Application, 2024–2030 (Usd Million)
Table 39 Ai In Supply Chain Market, By End-use Industry, 2020–2023 (Usd Million)
Table 40 Ai In Supply Chain Market, By End-use Industry, 2024–2030 (Usd Million)
Table 41 Retail: Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 42 Retail: Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 43 Retail: Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 44 Retail: Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 45 Healthcare & Pharmaceuticals: Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 46 Healthcare & Pharmaceuticals: Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 47 Healthcare & Pharmaceuticals: Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 48 Healthcare & Pharmaceuticals: Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 49 Food & Beverages: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 50 Food & Beverages: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 51 Food & Beverages: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 52 Food & Beverages: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 53 Automotive: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 54 Automotive: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 55 Automotive: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 56 Automotive: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 57 Logistics & Transportation: Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 58 Logistics & Transportation: Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 59 Logistics & Transportation: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 60 Logistics & Transportation: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 61 Aerospace & Defense: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 62 Aerospace & Defense: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 63 Aerospace & Defense: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 64 Aerospace & Defense: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 65 Chemicals: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 66 Chemicals: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 67 Chemicals: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 68 Chemicals: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 69 Electronics & Semiconductor: Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 70 Electronics & Semiconductor: Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 71 Electronics & Semiconductor: Ai In Supply Chain Market, By Type,
2020–2023 (Usd Million)
Table 72 Electronics & Semiconductor: Ai In Supply Chain Market, By Type,
2024–2030 (Usd Million)
Table 73 Electronics & Semiconductor: Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 74 Electronics & Semiconductor: Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 75 Energy & Utilities: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 76 Energy & Utilities: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 77 Energy & Utilities: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 78 Energy & Utilities: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 79 Manufacturing: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 80 Manufacturing: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 81 Manufacturing: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 82 Manufacturing: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 83 Other End-use Industries: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 84 Other End-use Industries: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 85 Other End-use Industries: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 86 Other End-use Industries: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 87 Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 88 Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 89 North America: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 90 North America: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 91 North America: Ai In Supply Chain Market, By Deployment,
2020–2023 (Usd Million)
Table 92 North America: Ai In Supply Chain Market, By Deployment,
2024–2030 (Usd Million)
Table 93 North America: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 94 North America: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 95 North America: Ai In Supply Chain Market, By End-use Industry,
2020–2023 (Usd Million)
Table 96 North America: Ai In Supply Chain Market, By End-use Industry,
2024–2030 (Usd Million)
Table 97 North America: Ai In Supply Chain Market, By Country,
2020–2023 (Usd Million)
Table 98 North America: Ai In Supply Chain Market, By Country,
2024–2030 (Usd Million)
Table 99 Us: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 100 Us: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 101 Canada: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 102 Canada: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 103 Mexico: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 104 Mexico: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 105 Europe: Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 106 Europe: Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 107 Europe: Ai In Supply Chain Market, By Deployment,
2020–2023 (Usd Million)
Table 108 Europe: Ai In Supply Chain Market, By Deployment,
2024–2030 (Usd Million)
Table 109 Europe: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 110 Europe: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 111 Europe: Ai In Supply Chain Market, By End-use Industry,
2020–2023 (Usd Million)
Table 112 Europe: Ai In Supply Chain Market, By End-use Industry,
2024–2030 (Usd Million)
Table 113 Europe: Ai In Supply Chain Market, By Country, 2020–2023 (Usd Million)
Table 114 Europe: Ai In Supply Chain Market, By Country, 2024–2030 (Usd Million)
Table 115 Germany: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 116 Germany: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 117 Uk: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 118 Uk: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 119 France: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 120 France: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 121 Rest Of Europe: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 122 Rest Of Europe: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 123 Asia Pacific: Ai In Supply Chain Market, By Offering,
2020–2023 (Usd Million)
Table 124 Asia Pacific: Ai In Supply Chain Market, By Offering,
2024–2030 (Usd Million)
Table 125 Asia Pacific: Ai In Supply Chain Market, By Deployment,
2020–2023 (Usd Million)
Table 126 Asia Pacific: Ai In Supply Chain Market, By Deployment,
2024–2030 (Usd Million)
Table 127 Asia Pacific: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 128 Asia Pacific: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 129 Asia Pacific: Ai In Supply Chain Market, By End-use Industry,
2020–2023 (Usd Million)
Table 130 Asia Pacific: Ai In Supply Chain Market, By End-use Industry,
2024–2030 (Usd Million)
Table 131 Asia Pacific: Ai In Supply Chain Market, By Country,
2020–2023 (Usd Million)
Table 132 Asia Pacific: Ai In Supply Chain Market, By Country,
2024–2030 (Usd Million)
Table 133 China: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 134 China: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 135 Japan: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 136 Japan: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 137 South Korea: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 138 South Korea: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 139 India: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 140 India: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 141 Rest Of Asia Pacific: Ai In Supply Chain Market, By Organization Size, 2020–2023 (Usd Million)
Table 142 Rest Of Asia Pacific: Ai In Supply Chain Market, By Organization Size, 2024–2030 (Usd Million)
Table 143 Row: Ai In Supply Chain Market, By Offering, 2020–2023 (Usd Million)
Table 144 Row: Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Table 145 Row: Ai In Supply Chain Market, By Deployment, 2020–2023 (Usd Million)
Table 146 Row: Ai In Supply Chain Market, By Deployment, 2024–2030 (Usd Million)
Table 147 Row: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 148 Row: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 149 Row: Ai In Supply Chain Market, By End-use Industry,
2020–2023 (Usd Million)
Table 150 Row: Ai In Supply Chain Market, By End-use Industry,
2024–2030 (Usd Million)
Table 151 Row: Ai In Supply Chain Market, By Region, 2020–2023 (Usd Million)
Table 152 Row: Ai In Supply Chain Market, By Region, 2024–2030 (Usd Million)
Table 153 Middle East & Africa: Ai In Supply Chain Market, By Region,
2020–2023 (Usd Million)
Table 154 Middle East & Africa: Ai In Supply Chain Market, By Region,
2024–2030 (Usd Million)
Table 155 Middle East & Africa: Ai In Supply Chain Market, By Organization Size, 2020–2023 (Usd Million)
Table 156 Middle East & Africa: Ai In Supply Chain Market, By Organization Size, 2024–2030 (Usd Million)
Table 157 Gcc: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 158 Gcc: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 159 Rest Of Middle East & Africa: Ai In Supply Chain Market, By Organization Size, 2020–2023 (Usd Million)
Table 160 Rest Of Middle East & Africa: Ai In Supply Chain Market, By Organization Size, 2024–2030 (Usd Million)
Table 161 South America: Ai In Supply Chain Market, By Organization Size,
2020–2023 (Usd Million)
Table 162 South America: Ai In Supply Chain Market, By Organization Size,
2024–2030 (Usd Million)
Table 163 Key Player Strategies/Right To Win, February 2022–september 2024
Table 164 Ai In Supply Chain Market: Degree Of Competition, 2023
Table 165 Ai In Supply Chain Market: Offering Footprint
Table 166 Ai In Supply Chain Market: Deployment Footprint
Table 167 Ai In Supply Chain Market: Organization Size Footprint
Table 168 Ai In Supply Chain Market: Application Footprint
Table 169 Ai In Supply Chain Market: End-use Industry Footprint
Table 170 Ai In Supply Chain Market: Region Footprint
Table 171 Ai In Supply Chain Market: Detailed List Of Key Startups/Smes
Table 172 Ai In Supply Chain Market: Competitive Benchmarking Of Key Startups/Smes, By Offering And Region
Table 173 Ai In Supply Chain Market: Competitive Benchmarking Of Key Startups/Smes, By Application And Deployment
Table 174 Ai In Supply Chain Market: Competitive Benchmarking Of Key Startups/Smes, By End-use Industry And Organization Size
Table 175 Ai In Supply Chain Market: Product Launches/Developments,
February 2022–september 2024
Table 176 Ai In Supply Chain Market: Deals, February 2022–september 2024
Table 177 Sap Se: Company Overview
Table 178 Sap Se: Products/Services/Solutions Offered
Table 179 Sap Se: Deals
Table 180 Oracle: Company Overview
Table 181 Oracle: Products/Services/Solutions Offered
Table 182 Oracle: Product Launches/Developments
Table 183 Oracle: Deals
Table 184 Blue Yonder Group, Inc.: Company Overview
Table 185 Blue Yonder Group, Inc.: Products/Services/Solutions Offered
Table 186 Blue Yonder Group, Inc.: Deals
Table 187 Kinaxis Inc.: Company Overview
Table 188 Kinaxis Inc.: Products/Services/Solutions Offered
Table 189 Kinaxis Inc.: Product Launches/Developments
Table 190 Kinaxis Inc.: Deals
Table 191 Manhattan Associates: Company Overview
Table 192 Manhattan Associates: Products/Services/Solutions Offered
Table 193 Manhattan Associates: Product Launches/Developments
Table 194 Manhattan Associates: Deals
Table 195 Nvidia Corporation: Company Overview
Table 196 Nvidia Corporation: Products/Services/Solutions Offered
Table 197 Nvidia Corporation: Product Launches/Developments
Table 198 Nvidia Corporation: Deals
Table 199 Advanced Micro Devices, Inc.: Company Overview
Table 200 Advanced Micro Devices, Inc.: Products/Services/Solutions Offered
Table 201 Advanced Micro Devices, Inc.: Product Launches/Developments
Table 202 Advanced Micro Devices, Inc.: Deals
Table 203 Intel Corporation: Company Overview
Table 204 Intel Corporation: Products/Services/Solutions Offered
Table 205 Intel Corporation: Product Launches/Developments
Table 206 Micron Technology, Inc.: Company Overview
Table 207 Micron Technology, Inc.: Products/Services/Solutions Offered
Table 208 Micron Technology, Inc.: Deals
Table 209 Qualcomm Technologies, Inc.: Company Overview
Table 210 Qualcomm Technologies, Inc.: Products/Services/Solutions Offered
Table 211 Qualcomm Technologies, Inc.: Product Launches/Developments
Table 212 Qualcomm Technologies, Inc.: Deals
Table 213 Samsung: Company Overview
Table 214 Samsung: Products/Services/Solutions Offered
Table 215 Samsung: Product Launches/Developments
Table 216 Samsung: Deals
Table 217 Ibm: Company Overview
Table 218 Ibm: Products/Services/Solutions Offered
Table 219 Ibm: Deals
Table 220 Microsoft: Company Overview
Table 221 Microsoft: Products/Services/Solutions Offered
Table 222 Microsoft: Deals
Table 223 Amazon Web Services, Inc.: Company Overview
Table 224 Amazon Web Services, Inc.: Products/Services/Solutions Offered
Table 225 Amazon Web Services, Inc.: Product Launches/Developments
Table 226 Amazon Web Services, Inc.: Deals
Table 227 Google: Company Overview
Table 228 Google: Products/Services/Solutions Offered
Table 229 Google: Product Launches/Developments
Table 230 Google: Deals
Table 231 Anaplan, Inc.: Company Overview
Table 232 Anaplan, Inc.: Products/Services/Solutions Offered
Table 233 Anaplan, Inc.: Deals
Table 234 Logility Supply Chain Solutions, Inc.: Company Overview
Table 235 Coupa: Company Overview
Table 236 O9 Solutions, Inc.: Company Overview
Table 237 Alibaba Group Holding Limited: Company Overview
Table 238 Fedex Corporation: Company Overview
Table 239 Deutsche Post Ag: Company Overview
Table 240 Servicenow: Company Overview
Table 241 Project44: Company Overview
Table 242 Resilinc Corporation: Company Overview
Table 243 Fourkites, Inc.: Company Overview
Table 244 Relex Solutions: Company Overview
Table 245 C.H. Robinson Worldwide, Inc.: Company Overview
Table 246 E2open, Llc: Company Overview
Table 247 Fero.Ai: Company Overview
Figures List
Figure 1 Ai In Supply Chain Market Segmentation And Regional Scope
Figure 2 Research Design
Figure 3 Research Flow
Figure 4 Bottom-up Approach
Figure 5 Market Size Estimation Methodology (Supply Side): Revenue Generated By Ai In Supply Chain Manufacturers
Figure 6 Top-down Approach
Figure 7 Data Triangulation
Figure 8 Cloud Segment To Account For Largest Share In 2024
Figure 9 Services Segment To Exhibit Fastest Growth During Forecast Period
Figure 10 Large Organization Segment To Be Dominant During Forecast Period
Figure 11 Demand Planning & Forecasting Segment To Be Prevalent During Forecast Period
Figure 12 Automotive Segment To Record Highest Cagr During Forecast Period
Figure 13 North America To Be Largest Market During Forecast Period
Figure 14 Rising Adoption Of Ai In Retail Supply Chain To Drive Market During Forecast Period
Figure 15 Software Segment To Be Dominant During Forecast Period
Figure 16 Cloud Segment To Surpass Other Segments In Terms Of Growth During Forecast Period
Figure 17 Large Organization Segment To Account For Larger Share Than Small & Medium Organization Segment During Forecast Period
Figure 18 Cloud Segment And Us To Be Major Stakeholders In 2023
Figure 19 India To Be Fastest-growing Market During Forecast Period
Figure 20 Ai In Supply Chain Market Dynamics
Figure 21 Impact Of Drivers On Ai In Supply Chain Market
Figure 22 Impact Of Restraints On Ai In Supply Chain Market
Figure 23 Impact Of Opportunities On Ai In Supply Chain Market
Figure 24 Impact Of Challenges On Ai In Supply Chain Market
Figure 25 Value Chain Analysis
Figure 26 Ecosystem Analysis
Figure 27 Trends And Disruptions Impacting Customer Business
Figure 28 Investment And Funding Scenario, 2023–2024 (Usd Million)
Figure 29 Porter’s Five Forces Analysis
Figure 30 Influence Of Stakeholders On Buying Process For Top Three End-use Industries
Figure 31 Key Buying Criteria For Top Three End-use Industries
Figure 32 Import Data For Hs Code 854231, By Country, 2019–2023 (Usd Billion)
Figure 33 Export Data For Hs Code 854231, By Country, 2019–2023 (Usd Billion)
Figure 34 Patent Analysis, 2013–2023
Figure 35 Ai In Supply Chain Market, By Offering, 2024–2030 (Usd Million)
Figure 36 Ai In Supply Chain Market, By Deployment, 2024–2030 (Usd Million)
Figure 37 Ai In Supply Chain Market, By Organization Size, 2024–2030 (Usd Million)
Figure 38 Ai In Supply Chain Market, By Application, 2024–2030 (Usd Million)
Figure 39 Ai In Supply Chain Market, By End-use Industry, 2024–2030 (Usd Million)
Figure 40 Software Segment To Lead Ai In Supply Chain Market
For Automotive Industry
Figure 41 North America To Lead Market During Forecast Period
Figure 42 North America: Ai In Supply Chain Market Snapshot
Figure 43 Us To Lead Ai In Supply Chain Market In North America During Forecast Period
Figure 44 Europe: Ai In Supply Chain Market Snapshot
Figure 45 Germany To Lead Ai In Supply Chain Market In Europe During Forecast Period
Figure 46 Asia Pacific: Ai In Supply Chain Market Snapshot
Figure 47 China To Lead Ai In Supply Chain Market In Asia Pacific During Forecast Period
Figure 48 Middle East & Africa To Lead Ai In Supply Chain Market In Row During Forecast Period
Figure 49 Ai In Supply Chain Market: Revenue Analysis Of Key Players,
2019–2023 (Usd Billion)
Figure 50 Market Share Analysis Of Key Players, 2023
Figure 51 Company Valuation, 2024
Figure 52 Ev/Ebitda, 2024
Figure 53 Brand/Product Comparison
Figure 54 Ai In Supply Chain Market: Company Evaluation Matrix
(Key Companies), 2023
Figure 55 Ai In Supply Chain Market: Company Footprint
Figure 56 Ai In Supply Chain Market: Company Evaluation Matrix
(Startups/Smes), 2023
Figure 57 Sap Se: Company Snapshot
Figure 58 Oracle: Company Snapshot
Figure 59 Kinaxis Inc.: Company Snapshot
Figure 60 Manhattan Associates: Company Snapshot
Figure 61 Nvidia Corporation: Company Snapshot
Figure 62 Advanced Micro Devices, Inc.: Company Snapshot
Figure 63 Intel Corporation: Company Snapshot
Figure 64 Micron Technology, Inc.: Company Snapshot
Figure 65 Qualcomm Technologies, Inc.: Company Snapshot
Figure 66 Samsung: Company Snapshot
Figure 67 Ibm: Company Snapshot
Figure 68 Microsoft: Company Snapshot
Figure 69 Amazon Web Services, Inc.: Company Snapshot
Figure 70 Google: Company Snapshot

  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
    • STUDY SCOPE
      • MARKET SEGMENTATION
      • INCLUSIONS AND EXCLUSIONS
    • YEARS CONSIDERED
    • CURRENCY CONSIDERED
    • UNITS CONSIDERED
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
      • SECONDARY AND PRIMARY RESEARCH
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
    • DATA TRIANGULATION
    • RESEARCH ASSUMPTIONS
    • RESEARCH LIMITATIONS
    • RISK ASSESSMENT
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI IN SUPPLY CHAIN MARKET
    • AI IN SUPPLY CHAIN MARKET, BY OFFERING
    • AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT
    • AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE
    • NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT AND COUNTRY
    • GLOBAL AI IN SUPPLY CHAIN MARKET, BY COUNTRY
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • VALUE CHAIN ANALYSIS
    • ECOSYSTEM ANALYSIS
      • Table ROLE OF COMPANIES IN ECOSYSTEM
    • TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS
    • TECHNOLOGY ANALYSIS
      • KEY TECHNOLOGIES
      • COMPLEMENTARY TECHNOLOGIES
      • ADJACENT TECHNOLOGIES
    • INVESTMENT AND FUNDING SCENARIO
      • Table INVESTMENT AND FUNDING SCENARIO, 2023-2024 (USD MILLION)
    • PORTER’S FIVE FORCES ANALYSIS
      • Table IMPACT OF PORTER’S FIVE FORCES ANALYSIS
      • INTENSITY OF COMPETITIVE RIVALRY
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • THREAT OF SUBSTITUTES
      • THREAT OF NEW ENTRANTS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES (%)
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES
    • CASE STUDY ANALYSIS
      • INTEL CORPORATION BRINGS GRAPHICS PROCESSING UNIT TO VEHICLE COCKPIT
      • IBM AND NABP DEVELOP BLOCKCHAIN-BASED PLATFORM TO ENHANCE DRUG SUPPLY CHAIN SECURITY
      • UNIPER SE ENHANCES ENERGY OPERATIONS WITH MICROSOFT COPILOT
      • NORGREN STREAMLINES SUPPLY CHAIN WITH SAP SE INTEGRATED SOLUTIONS
      • TERADYNE ENHANCES SUPPLY CHAIN EFFICIENCY WITH C.H. ROBINSON WORLDWIDE’S INTEGRATED LOGISTICS SOLUTIONS
    • TRADE ANALYSIS
      • IMPORT SCENARIO (HS CODE 854231)
        • Table IMPORT DATA FOR HS CODE 854231, BY COUNTRY, 2019-2023 (USD BILLION)
      • EXPORT SCENARIO (HS CODE 854231)
        • Table EXPORT DATA FOR HS CODE 854231, BY COUNTRY, 2019-2023 (USD BILLION)
    • PATENT ANALYSIS
      • Table PATENT ANALYSIS, 2023
    • KEY CONFERENCES AND EVENTS, 2024-2025
      • Table KEY CONFERENCES AND EVENTS, 2024-2025
    • REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATORY STANDARDS
      • GOVERNMENT REGULATIONS
    • PRICING ANALYSIS
      • Table INDICATIVE PRICING LEVELS OF AI IN SUPPLY CHAIN MANAGEMENT SOLUTIONS AND SERVICES
  • AI IN SUPPLY CHAIN MARKET, BY OFFERING
    • INTRODUCTION
      • Table AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
      • Table AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
    • SOFTWARE
      • INCLINATION TOWARD SMART AUTOMATION TO DRIVE MARKET
        • Table AI SOFTWARE IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
        • Table AI SOFTWARE IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
        • Table AI SOFTWARE IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table AI SOFTWARE IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • SERVICES
      • Table AI SERVICES IN SUPPLY CHAIN MARKET, BY TYPE, 2020-2023 (USD MILLION)
      • Table AI SERVICES IN SUPPLY CHAIN MARKET, BY TYPE, 2024-2030 (USD MILLION)
      • Table AI SERVICES IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
      • Table AI SERVICES IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
      • Table AI SERVICES IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
      • Table AI SERVICES IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
      • MANAGED SERVICES
      • PROFESSIONAL SERVICES
  • AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT
    • INTRODUCTION
      • Table AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2020-2023 (USD MILLION)
      • Table AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2024-2030 (USD MILLION)
    • CLOUD
      • GROWING POPULARITY DUE TO SIGNIFICANT ADVANTAGES TO DRIVE MARKET
        • Table CLOUD: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table CLOUD: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • ON-PREMISES
      • COMPLIANCE WITH STRINGENT REGULATORY REQUIREMENTS TO DRIVE MARKET
        • Table ON-PREMISES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table ON-PREMISES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • HYBRID
      • NEED FOR CLOUD SCALABILITY AND ON-PREMISES CONTROL TO DRIVE MARKET
        • Table HYBRID: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table HYBRID: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
  • AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • Table AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
      • Table AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
    • LARGE ORGANIZATION
      • RAPID AI INTEGRATION ACROSS GLOBAL SUPPLY CHAIN NETWORKS TO DRIVE MARKET
    • SMALL & MEDIUM ORGANIZATION
      • ADVENT OF SCALABLE AND COST-EFFECTIVE AI SOLUTIONS TO DRIVE MARKET
  • AI IN SUPPLY CHAIN MARKET, BY APPLICATION
    • INTRODUCTION
      • Table AI IN SUPPLY CHAIN MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
      • Table AI IN SUPPLY CHAIN MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
    • DEMAND PLANNING & FORECASTING
      • REAL-TIME DATASET PROCESSING CAPACITY TO DRIVE MARKET
    • PROCUREMENT & SOURCING
      • AUTOMATION OF DATA-DRIVEN DECISION-MAKING TO DRIVE MARKET
    • INVENTORY MANAGEMENT
      • NEED FOR STEADY FLOW OF SUPPLIES AND FINISHED GOODS TO DRIVE MARKET
    • PRODUCTION PLANNING & SCHEDULING
      • ENHANCED SCHEDULING AND INVENTORY MANAGEMENT WITH AI ALGORITHMS TO DRIVE MARKET
    • WAREHOUSE & TRANSPORTATION MANAGEMENT
      • AI-DRIVEN DEMAND FORECASTING AND ROUTE OPTIMIZATION CAPABILITIES TO DRIVE MARKET
    • SUPPLY CHAIN RISK MANAGEMENT
      • ABILITY TO MITIGATE POTENTIAL DISRUPTIONS TO DRIVE MARKET
    • OTHER APPLICATIONS
  • AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY
    • INTRODUCTION
      • Table AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
      • Table AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
    • RETAIL
      • RAPID ADOPTION OF AI TO ENHANCE CUSTOMER EXPERIENCE TO DRIVE MARKET
        • Table RETAIL: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table RETAIL: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table RETAIL: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table RETAIL: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • HEALTHCARE & PHARMACEUTICALS
      • INCREASED FUNDING TO ENHANCE OPERATIONAL EFFICIENCY TO DRIVE MARKET
        • Table HEALTHCARE & PHARMACEUTICALS: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table HEALTHCARE & PHARMACEUTICALS: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table HEALTHCARE & PHARMACEUTICALS: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table HEALTHCARE & PHARMACEUTICALS: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • FOOD & BEVERAGES
      • EXTENSIVE USE OF AI IN SUPPLY CHAIN TO PREDICT DEMAND TO DRIVE MARKET
        • Table FOOD & BEVERAGES: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table FOOD & BEVERAGES: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table FOOD & BEVERAGES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table FOOD & BEVERAGES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • AUTOMOTIVE
      • SURGE IN DEMAND FOR ELECTRIC AND AUTONOMOUS VEHICLES TO DRIVE MARKET
        • Table AUTOMOTIVE: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table AUTOMOTIVE: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table AUTOMOTIVE: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table AUTOMOTIVE: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • LOGISTICS & TRANSPORTATION
      • IMPLEMENTATION OF CLOUD-BASED SOLUTIONS TO REDUCE COSTS TO DRIVE MARKET
        • Table LOGISTICS & TRANSPORTATION: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table LOGISTICS & TRANSPORTATION: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table LOGISTICS & TRANSPORTATION: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table LOGISTICS & TRANSPORTATION: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • AEROSPACE & DEFENSE
      • GOVERNMENT INITIATIVES TO STRENGTHEN NATIONAL SECURITY TO DRIVE MARKET
        • Table AEROSPACE & DEFENSE: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table AEROSPACE & DEFENSE: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table AEROSPACE & DEFENSE: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table AEROSPACE & DEFENSE: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • CHEMICALS
      • NEED FOR PROCESS OPTIMIZATION IN SUPPLY CHAIN TO DRIVE MARKET
        • Table CHEMICALS: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table CHEMICALS: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table CHEMICALS: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table CHEMICALS: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • ELECTRONICS & SEMICONDUCTOR
      • RISE IN TECHNOLOGICAL INNOVATIONS TO DRIVE MARKET
        • Table ELECTRONICS & SEMICONDUCTOR: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table ELECTRONICS & SEMICONDUCTOR: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table ELECTRONICS & SEMICONDUCTOR: AI IN SUPPLY CHAIN MARKET, BY TYPE, 2020-2023 (USD MILLION)
        • Table ELECTRONICS & SEMICONDUCTOR: AI IN SUPPLY CHAIN MARKET, BY TYPE, 2024-2030 (USD MILLION)
        • Table ELECTRONICS & SEMICONDUCTOR: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table ELECTRONICS & SEMICONDUCTOR: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • ENERGY & UTILITIES
      • NEED FOR EFFICIENT ENERGY UTILIZATION TO DRIVE MARKET
        • Table ENERGY & UTILITIES: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table ENERGY & UTILITIES: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table ENERGY & UTILITIES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table ENERGY & UTILITIES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • MANUFACTURING
      • INCORPORATION OF INTELLIGENT SYSTEMS TO AUTOMATE OPERATIONS TO DRIVE MARKET
        • Table MANUFACTURING: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table MANUFACTURING: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table MANUFACTURING: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table MANUFACTURING: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • OTHER END-USE INDUSTRIES
      • Table OTHER END-USE INDUSTRIES: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
      • Table OTHER END-USE INDUSTRIES: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
      • Table OTHER END-USE INDUSTRIES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
      • Table OTHER END-USE INDUSTRIES: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
  • AI IN SUPPLY CHAIN MARKET, BY REGION
    • INTRODUCTION
      • Table AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
      • Table AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
    • NORTH AMERICA
      • MACROECONOMIC OUTLOOK
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2020-2023 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
        • Table NORTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • US
        • Table US: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table US: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • CANADA
        • Table CANADA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table CANADA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • MEXICO
        • Table MEXICO: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table MEXICO: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
    • EUROPE
      • MACROECONOMIC OUTLOOK
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2020-2023 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2024-2030 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
        • Table EUROPE: AI IN SUPPLY CHAIN MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • GERMANY
        • Table GERMANY: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table GERMANY: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • UK
        • Table UK: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table UK: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • FRANCE
        • Table FRANCE: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table FRANCE: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table REST OF EUROPE: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
    • ASIA PACIFIC
      • MACROECONOMIC OUTLOOK
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2020-2023 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
        • Table ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • CHINA
        • Table CHINA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table CHINA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • JAPAN
        • Table JAPAN: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table JAPAN: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • SOUTH KOREA
        • Table SOUTH KOREA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table SOUTH KOREA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • INDIA
        • Table INDIA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table INDIA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
    • REST OF THE WORLD
      • MACROECONOMIC OUTLOOK
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2020-2023 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2020-2023 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY DEPLOYMENT, 2024-2030 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2020-2023 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY END-USE INDUSTRY, 2024-2030 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table ROW: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
      • MIDDLE EAST & AFRICA
        • Table MIDDLE EAST & AFRICA: AI IN SUPPLY CHAIN MARKET, BY REGION, 2020-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN SUPPLY CHAIN MARKET, BY REGION, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
        • Table GCC: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table GCC: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
      • SOUTH AMERICA
        • Table SOUTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2020-2023 (USD MILLION)
        • Table SOUTH AMERICA: AI IN SUPPLY CHAIN MARKET, BY ORGANIZATION SIZE, 2024-2030 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES/RIGHT TO WIN
      • Table KEY PLAYER STRATEGIES/RIGHT TO WIN, FEBRUARY 2022-SEPTEMBER 2024
    • REVENUE ANALYSIS, 2019-2023
    • MARKET SHARE ANALYSIS, 2023
      • Table AI IN SUPPLY CHAIN MARKET: DEGREE OF COMPETITION, 2023
    • COMPANY VALUATION AND FINANCIAL METRICS
    • BRAND/PRODUCT COMPARISON
    • COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT: KEY PLAYERS, 2023
        • Table AI IN SUPPLY CHAIN MARKET: OFFERING FOOTPRINT
        • Table AI IN SUPPLY CHAIN MARKET: DEPLOYMENT FOOTPRINT
        • Table AI IN SUPPLY CHAIN MARKET: ORGANIZATION SIZE FOOTPRINT
        • Table AI IN SUPPLY CHAIN MARKET: APPLICATION FOOTPRINT
        • Table AI IN SUPPLY CHAIN MARKET: END-USE INDUSTRY FOOTPRINT
        • Table AI IN SUPPLY CHAIN MARKET: REGION FOOTPRINT
    • COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023 12. 8. 5.1 Detai l ed l i s t o f key s t a r tups/SMEs
        • Table AI IN SUPPLY CHAIN MARKET: DETAILED LIST OF KEY STARTUPS/SMES
        • Table AI IN SUPPLY CHAIN MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, BY OFFERING AND REGION
        • Table AI IN SUPPLY CHAIN MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, BY APPLICATION AND DEPLOYMENT
        • Table AI IN SUPPLY CHAIN MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, BY END-USE INDUSTRY AND ORGANIZATION SIZE
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES/DEVELOPMENTS
        • Table AI IN SUPPLY CHAIN MARKET: PRODUCT LAUNCHES/DEVELOPMENTS, FEBRUARY 2022- SEPTEMBER 2024
      • DEALS
        • Table AI IN SUPPLY CHAIN MARKET: DEALS, FEBRUARY 2022-SEPTEMBER 2024
  • COMPANY PROFILES
    • KEY PLAYERS
      • SAP SE
        • Table SAP SE: COMPANY OVERVIEW
        • Table SAP SE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table SAP SE: DEALS
      • ORACLE
        • Table ORACLE: COMPANY OVERVIEW
        • Table ORACLE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table ORACLE: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table ORACLE: DEALS
      • BLUE YONDER GROUP, INC.
        • Table BLUE YONDER GROUP, INC.: COMPANY OVERVIEW
        • Table BLUE YONDER GROUP, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table BLUE YONDER GROUP, INC.: DEALS
      • KINAXIS INC.
        • Table KINAXIS INC.: COMPANY OVERVIEW
        • Table KINAXIS INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table KINAXIS INC.: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table KINAXIS INC.: DEALS
      • MANHATTAN ASSOCIATES
        • Table MANHATTAN ASSOCIATES: COMPANY OVERVIEW
        • Table MANHATTAN ASSOCIATES: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table MANHATTAN ASSOCIATES: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table MANHATTAN ASSOCIATES: DEALS
      • NVIDIA CORPORATION
        • Table NVIDIA CORPORATION: COMPANY OVERVIEW
        • Table NVIDIA CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table NVIDIA CORPORATION: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table NVIDIA CORPORATION: DEALS
      • ADVANCED MICRO DEVICES, INC.
        • Table ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
        • Table ADVANCED MICRO DEVICES, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table ADVANCED MICRO DEVICES, INC.: DEALS
      • INTEL CORPORATION
        • Table INTEL CORPORATION: COMPANY OVERVIEW
        • Table INTEL CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table INTEL CORPORATION: PRODUCT LAUNCHES/DEVELOPMENTS
      • MICRON TECHNOLOGY, INC.
        • Table MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
        • Table MICRON TECHNOLOGY, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table MICRON TECHNOLOGY, INC.: DEALS
      • QUALCOMM TECHNOLOGIES, INC.
        • Table QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW
        • Table QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table QUALCOMM TECHNOLOGIES, INC.: DEALS
      • SAMSUNG
        • Table SAMSUNG: COMPANY OVERVIEW
        • Table SAMSUNG: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table SAMSUNG: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table SAMSUNG: DEALS
      • IBM
        • Table IBM: COMPANY OVERVIEW
        • Table IBM: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table IBM: DEALS
      • MICROSOFT
        • Table MICROSOFT: COMPANY OVERVIEW
        • Table MICROSOFT: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table MICROSOFT: DEALS
      • AMAZON WEB SERVICES, INC.
        • Table AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW
        • Table AMAZON WEB SERVICES, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table AMAZON WEB SERVICES, INC.: DEALS
      • GOOGLE
        • Table GOOGLE: COMPANY OVERVIEW
        • Table GOOGLE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES/DEVELOPMENTS
        • Table GOOGLE: DEALS
      • ANAPLAN, INC.
        • Table ANAPLAN, INC.: COMPANY OVERVIEW
        • Table ANAPLAN, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table ANAPLAN, INC.: DEALS
    • OTHER PLAYERS
      • LOGILITY SUPPLY CHAIN SOLUTIONS, INC.
        • Table LOGILITY SUPPLY CHAIN SOLUTIONS, INC.: COMPANY OVERVIEW
      • COUPA
        • Table COUPA: COMPANY OVERVIEW
      • O9 SOLUTIONS, INC.
        • Table O9 SOLUTIONS, INC.: COMPANY OVERVIEW
      • ALIBABA GROUP HOLDING LIMITED
        • Table ALIBABA GROUP HOLDING LIMITED: COMPANY OVERVIEW
      • FEDEX CORPORATION
        • Table FEDEX CORPORATION: COMPANY OVERVIEW
      • DEUTSCHE POST AG
        • Table DEUTSCHE POST AG: COMPANY OVERVIEW
      • SERVICENOW
        • Table SERVICENOW: COMPANY OVERVIEW
      • PROJECT44
        • Table PROJECT44: COMPANY OVERVIEW
      • RESILINC CORPORATION
        • Table RESILINC CORPORATION: COMPANY OVERVIEW
      • FOURKITES, INC.
        • Table FOURKITES, INC.: COMPANY OVERVIEW
      • RELEX SOLUTIONS
        • Table RELEX SOLUTIONS: COMPANY OVERVIEW
      • C.H. ROBINSON WORLDWIDE, INC.
        • Table C.H. ROBINSON WORLDWIDE, INC.: COMPANY OVERVIEW
      • E2OPEN, LLC
        • Table E2OPEN, LLC: COMPANY OVERVIEW
      • FERO.AI
        • Table FERO.AI: COMPANY OVERVIEW
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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