Global AI-based Raw Material Sourcing Optimization Market Growth (Status and Outlook) 2025-2031
According to this study, the global AI-based Raw Material Sourcing Optimization market size will reach US$ 3344 million by 2031.
Artificial intelligence (AI)-based raw material procurement optimization is defined as the use of AI technology and algorithms to achieve intelligent decision-making and optimization in the raw material procurement process by analyzing historical data, market demand, supplier information, inventory levels and other multi-dimensional factors. This optimization aims to improve procurement efficiency, reduce costs, reduce inventory risks, and enhance the transparency and collaboration of the supply chain.
United States market for AI-based Raw Material Sourcing Optimization is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
China market for AI-based Raw Material Sourcing Optimization is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Europe market for AI-based Raw Material Sourcing Optimization is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Global key AI-based Raw Material Sourcing Optimization players cover Amazon, IBM, FedEx, American Software, Inc., Kinaxis, etc. In terms of revenue, the global two largest companies occupied for a share nearly % in 2024.
LPI (LP Information)' newest research report, the “AI-based Raw Material Sourcing Optimization Industry Forecast” looks at past sales and reviews total world AI-based Raw Material Sourcing Optimization sales in 2024, providing a comprehensive analysis by region and market sector of projected AI-based Raw Material Sourcing Optimization sales for 2025 through 2031. With AI-based Raw Material Sourcing Optimization sales broken down by region, market sector and sub-sector, this report provides a detailed analysis in US$ millions of the world AI-based Raw Material Sourcing Optimization industry.
This Insight Report provides a comprehensive analysis of the global AI-based Raw Material Sourcing Optimization landscape and highlights key trends related to product segmentation, company formation, revenue, and market share, latest development, and M&A activity. This report also analyses the strategies of leading global companies with a focus on AI-based Raw Material Sourcing Optimization portfolios and capabilities, market entry strategies, market positions, and geographic footprints, to better understand these firms’ unique position in an accelerating global AI-based Raw Material Sourcing Optimization market.
This Insight Report evaluates the key market trends, drivers, and affecting factors shaping the global outlook for AI-based Raw Material Sourcing Optimization and breaks down the forecast by Type, by Application, geography, and market size to highlight emerging pockets of opportunity. With a transparent methodology based on hundreds of bottom-up qualitative and quantitative market inputs, this study forecast offers a highly nuanced view of the current state and future trajectory in the global AI-based Raw Material Sourcing Optimization.
This report presents a comprehensive overview, market shares, and growth opportunities of AI-based Raw Material Sourcing Optimization market by product type, application, key players and key regions and countries.
Segmentation by Type:
Artificial intelligence (AI)-based raw material procurement optimization is defined as the use of AI technology and algorithms to achieve intelligent decision-making and optimization in the raw material procurement process by analyzing historical data, market demand, supplier information, inventory levels and other multi-dimensional factors. This optimization aims to improve procurement efficiency, reduce costs, reduce inventory risks, and enhance the transparency and collaboration of the supply chain.
United States market for AI-based Raw Material Sourcing Optimization is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
China market for AI-based Raw Material Sourcing Optimization is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Europe market for AI-based Raw Material Sourcing Optimization is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Global key AI-based Raw Material Sourcing Optimization players cover Amazon, IBM, FedEx, American Software, Inc., Kinaxis, etc. In terms of revenue, the global two largest companies occupied for a share nearly % in 2024.
LPI (LP Information)' newest research report, the “AI-based Raw Material Sourcing Optimization Industry Forecast” looks at past sales and reviews total world AI-based Raw Material Sourcing Optimization sales in 2024, providing a comprehensive analysis by region and market sector of projected AI-based Raw Material Sourcing Optimization sales for 2025 through 2031. With AI-based Raw Material Sourcing Optimization sales broken down by region, market sector and sub-sector, this report provides a detailed analysis in US$ millions of the world AI-based Raw Material Sourcing Optimization industry.
This Insight Report provides a comprehensive analysis of the global AI-based Raw Material Sourcing Optimization landscape and highlights key trends related to product segmentation, company formation, revenue, and market share, latest development, and M&A activity. This report also analyses the strategies of leading global companies with a focus on AI-based Raw Material Sourcing Optimization portfolios and capabilities, market entry strategies, market positions, and geographic footprints, to better understand these firms’ unique position in an accelerating global AI-based Raw Material Sourcing Optimization market.
This Insight Report evaluates the key market trends, drivers, and affecting factors shaping the global outlook for AI-based Raw Material Sourcing Optimization and breaks down the forecast by Type, by Application, geography, and market size to highlight emerging pockets of opportunity. With a transparent methodology based on hundreds of bottom-up qualitative and quantitative market inputs, this study forecast offers a highly nuanced view of the current state and future trajectory in the global AI-based Raw Material Sourcing Optimization.
This report presents a comprehensive overview, market shares, and growth opportunities of AI-based Raw Material Sourcing Optimization market by product type, application, key players and key regions and countries.
Segmentation by Type:
- Demand Forecasting and Inventory Management
- Supplier Selection and Evaluation
- Logistics and Transportation Optimization
- Resource Allocation and Quality Control
- Automated Procurement Process
- Others
- Metals and Mining
- Manufacturing
- Agriculture
- Food Processing
- Textiles and Clothing
- Pharmaceuticals
- Other
- Americas
- United States
- Canada
- Mexico
- Brazil
- APAC
- China
- Japan
- Korea
- Southeast Asia
- India
- Australia
- Europe
- Germany
- France
- UK
- Italy
- Russia
- Middle East & Africa
- Egypt
- South Africa
- Israel
- Turkey
- GCC Countries
- Amazon
- IBM
- FedEx
- American Software, Inc.
- Kinaxis
- Blue Yonder
- SAP
- Intellinum
- Alpha Augmented Services AG
- ToolsGroup
- RightChain Healthcare
- QAD
- Inspur Information
- Neo Tangent
1 SCOPE OF THE REPORT
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 EXECUTIVE SUMMARY
2.1 World Market Overview
2.1.1 Global AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
2.1.2 AI-based Raw Material Sourcing Optimization Market Size CAGR by Region (2020 VS 2024 VS 2031)
2.1.3 World Current & Future Analysis for AI-based Raw Material Sourcing Optimization by Country/Region (2020, 2024 & 2031)
2.2 AI-based Raw Material Sourcing Optimization Segment by Type
2.2.1 Demand Forecasting and Inventory Management
2.2.2 Supplier Selection and Evaluation
2.2.3 Logistics and Transportation Optimization
2.2.4 Resource Allocation and Quality Control
2.2.5 Automated Procurement Process
2.2.6 Others
2.3 AI-based Raw Material Sourcing Optimization Market Size by Type
2.3.1 AI-based Raw Material Sourcing Optimization Market Size CAGR by Type (2020 VS 2024 VS 2031)
2.3.2 Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
2.4 AI-based Raw Material Sourcing Optimization Segment by Application
2.4.1 Metals and Mining
2.4.2 Manufacturing
2.4.3 Agriculture
2.4.4 Food Processing
2.4.5 Textiles and Clothing
2.4.6 Pharmaceuticals
2.4.7 Other
2.5 AI-based Raw Material Sourcing Optimization Market Size by Application
2.5.1 AI-based Raw Material Sourcing Optimization Market Size CAGR by Application (2020 VS 2024 VS 2031)
2.5.2 Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
3 AI-BASED RAW MATERIAL SOURCING OPTIMIZATION MARKET SIZE BY PLAYER
3.1 AI-based Raw Material Sourcing Optimization Market Size Market Share by Player
3.1.1 Global AI-based Raw Material Sourcing Optimization Revenue by Player (2020-2025)
3.1.2 Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Player (2020-2025)
3.2 Global AI-based Raw Material Sourcing Optimization Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2023-2025)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 AI-BASED RAW MATERIAL SOURCING OPTIMIZATION BY REGION
4.1 AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025)
4.2 Global AI-based Raw Material Sourcing Optimization Annual Revenue by Country/Region (2020-2025)
4.3 Americas AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
4.4 APAC AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
4.5 Europe AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
4.6 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
5 AMERICAS
5.1 Americas AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
5.2 Americas AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
5.3 Americas AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025)
6.2 APAC AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
6.3 APAC AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
6.4 China
6.5 Japan
6.6 South Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 EUROPE
7.1 Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
7.2 Europe AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
7.3 Europe AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 MIDDLE EAST & AFRICA
8.1 Middle East & Africa AI-based Raw Material Sourcing Optimization by Region (2020-2025)
8.2 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
8.3 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 MARKET DRIVERS, CHALLENGES AND TRENDS
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 GLOBAL AI-BASED RAW MATERIAL SOURCING OPTIMIZATION MARKET FORECAST
10.1 Global AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.1.1 Global AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.1.2 Americas AI-based Raw Material Sourcing Optimization Forecast
10.1.3 APAC AI-based Raw Material Sourcing Optimization Forecast
10.1.4 Europe AI-based Raw Material Sourcing Optimization Forecast
10.1.5 Middle East & Africa AI-based Raw Material Sourcing Optimization Forecast
10.2 Americas AI-based Raw Material Sourcing Optimization Forecast by Country (2026-2031)
10.2.1 United States Market AI-based Raw Material Sourcing Optimization Forecast
10.2.2 Canada Market AI-based Raw Material Sourcing Optimization Forecast
10.2.3 Mexico Market AI-based Raw Material Sourcing Optimization Forecast
10.2.4 Brazil Market AI-based Raw Material Sourcing Optimization Forecast
10.3 APAC AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.3.1 China AI-based Raw Material Sourcing Optimization Market Forecast
10.3.2 Japan Market AI-based Raw Material Sourcing Optimization Forecast
10.3.3 Korea Market AI-based Raw Material Sourcing Optimization Forecast
10.3.4 Southeast Asia Market AI-based Raw Material Sourcing Optimization Forecast
10.3.5 India Market AI-based Raw Material Sourcing Optimization Forecast
10.3.6 Australia Market AI-based Raw Material Sourcing Optimization Forecast
10.4 Europe AI-based Raw Material Sourcing Optimization Forecast by Country (2026-2031)
10.4.1 Germany Market AI-based Raw Material Sourcing Optimization Forecast
10.4.2 France Market AI-based Raw Material Sourcing Optimization Forecast
10.4.3 UK Market AI-based Raw Material Sourcing Optimization Forecast
10.4.4 Italy Market AI-based Raw Material Sourcing Optimization Forecast
10.4.5 Russia Market AI-based Raw Material Sourcing Optimization Forecast
10.5 Middle East & Africa AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.5.1 Egypt Market AI-based Raw Material Sourcing Optimization Forecast
10.5.2 South Africa Market AI-based Raw Material Sourcing Optimization Forecast
10.5.3 Israel Market AI-based Raw Material Sourcing Optimization Forecast
10.5.4 Turkey Market AI-based Raw Material Sourcing Optimization Forecast
10.6 Global AI-based Raw Material Sourcing Optimization Forecast by Type (2026-2031)
10.7 Global AI-based Raw Material Sourcing Optimization Forecast by Application (2026-2031)
10.7.1 GCC Countries Market AI-based Raw Material Sourcing Optimization Forecast
11 KEY PLAYERS ANALYSIS
11.1 Amazon
11.1.1 Amazon Company Information
11.1.2 Amazon AI-based Raw Material Sourcing Optimization Product Offered
11.1.3 Amazon AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.1.4 Amazon Main Business Overview
11.1.5 Amazon Latest Developments
11.2 IBM
11.2.1 IBM Company Information
11.2.2 IBM AI-based Raw Material Sourcing Optimization Product Offered
11.2.3 IBM AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.2.4 IBM Main Business Overview
11.2.5 IBM Latest Developments
11.3 FedEx
11.3.1 FedEx Company Information
11.3.2 FedEx AI-based Raw Material Sourcing Optimization Product Offered
11.3.3 FedEx AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.3.4 FedEx Main Business Overview
11.3.5 FedEx Latest Developments
11.4 American Software, Inc.
11.4.1 American Software, Inc. Company Information
11.4.2 American Software, Inc. AI-based Raw Material Sourcing Optimization Product Offered
11.4.3 American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.4.4 American Software, Inc. Main Business Overview
11.4.5 American Software, Inc. Latest Developments
11.5 Kinaxis
11.5.1 Kinaxis Company Information
11.5.2 Kinaxis AI-based Raw Material Sourcing Optimization Product Offered
11.5.3 Kinaxis AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.5.4 Kinaxis Main Business Overview
11.5.5 Kinaxis Latest Developments
11.6 Blue Yonder
11.6.1 Blue Yonder Company Information
11.6.2 Blue Yonder AI-based Raw Material Sourcing Optimization Product Offered
11.6.3 Blue Yonder AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.6.4 Blue Yonder Main Business Overview
11.6.5 Blue Yonder Latest Developments
11.7 SAP
11.7.1 SAP Company Information
11.7.2 SAP AI-based Raw Material Sourcing Optimization Product Offered
11.7.3 SAP AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.7.4 SAP Main Business Overview
11.7.5 SAP Latest Developments
11.8 Intellinum
11.8.1 Intellinum Company Information
11.8.2 Intellinum AI-based Raw Material Sourcing Optimization Product Offered
11.8.3 Intellinum AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.8.4 Intellinum Main Business Overview
11.8.5 Intellinum Latest Developments
11.9 Alpha Augmented Services AG
11.9.1 Alpha Augmented Services AG Company Information
11.9.2 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product Offered
11.9.3 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.9.4 Alpha Augmented Services AG Main Business Overview
11.9.5 Alpha Augmented Services AG Latest Developments
11.10 ToolsGroup
11.10.1 ToolsGroup Company Information
11.10.2 ToolsGroup AI-based Raw Material Sourcing Optimization Product Offered
11.10.3 ToolsGroup AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.10.4 ToolsGroup Main Business Overview
11.10.5 ToolsGroup Latest Developments
11.11 RightChain Healthcare
11.11.1 RightChain Healthcare Company Information
11.11.2 RightChain Healthcare AI-based Raw Material Sourcing Optimization Product Offered
11.11.3 RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.11.4 RightChain Healthcare Main Business Overview
11.11.5 RightChain Healthcare Latest Developments
11.12 QAD
11.12.1 QAD Company Information
11.12.2 QAD AI-based Raw Material Sourcing Optimization Product Offered
11.12.3 QAD AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.12.4 QAD Main Business Overview
11.12.5 QAD Latest Developments
11.13 Inspur Information
11.13.1 Inspur Information Company Information
11.13.2 Inspur Information AI-based Raw Material Sourcing Optimization Product Offered
11.13.3 Inspur Information AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.13.4 Inspur Information Main Business Overview
11.13.5 Inspur Information Latest Developments
11.14 Neo Tangent
11.14.1 Neo Tangent Company Information
11.14.2 Neo Tangent AI-based Raw Material Sourcing Optimization Product Offered
11.14.3 Neo Tangent AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.14.4 Neo Tangent Main Business Overview
11.14.5 Neo Tangent Latest Developments
12 RESEARCH FINDINGS AND CONCLUSION
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 EXECUTIVE SUMMARY
2.1 World Market Overview
2.1.1 Global AI-based Raw Material Sourcing Optimization Market Size (2020-2031)
2.1.2 AI-based Raw Material Sourcing Optimization Market Size CAGR by Region (2020 VS 2024 VS 2031)
2.1.3 World Current & Future Analysis for AI-based Raw Material Sourcing Optimization by Country/Region (2020, 2024 & 2031)
2.2 AI-based Raw Material Sourcing Optimization Segment by Type
2.2.1 Demand Forecasting and Inventory Management
2.2.2 Supplier Selection and Evaluation
2.2.3 Logistics and Transportation Optimization
2.2.4 Resource Allocation and Quality Control
2.2.5 Automated Procurement Process
2.2.6 Others
2.3 AI-based Raw Material Sourcing Optimization Market Size by Type
2.3.1 AI-based Raw Material Sourcing Optimization Market Size CAGR by Type (2020 VS 2024 VS 2031)
2.3.2 Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
2.4 AI-based Raw Material Sourcing Optimization Segment by Application
2.4.1 Metals and Mining
2.4.2 Manufacturing
2.4.3 Agriculture
2.4.4 Food Processing
2.4.5 Textiles and Clothing
2.4.6 Pharmaceuticals
2.4.7 Other
2.5 AI-based Raw Material Sourcing Optimization Market Size by Application
2.5.1 AI-based Raw Material Sourcing Optimization Market Size CAGR by Application (2020 VS 2024 VS 2031)
2.5.2 Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
3 AI-BASED RAW MATERIAL SOURCING OPTIMIZATION MARKET SIZE BY PLAYER
3.1 AI-based Raw Material Sourcing Optimization Market Size Market Share by Player
3.1.1 Global AI-based Raw Material Sourcing Optimization Revenue by Player (2020-2025)
3.1.2 Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Player (2020-2025)
3.2 Global AI-based Raw Material Sourcing Optimization Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2023-2025)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 AI-BASED RAW MATERIAL SOURCING OPTIMIZATION BY REGION
4.1 AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025)
4.2 Global AI-based Raw Material Sourcing Optimization Annual Revenue by Country/Region (2020-2025)
4.3 Americas AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
4.4 APAC AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
4.5 Europe AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
4.6 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Growth (2020-2025)
5 AMERICAS
5.1 Americas AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
5.2 Americas AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
5.3 Americas AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025)
6.2 APAC AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
6.3 APAC AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
6.4 China
6.5 Japan
6.6 South Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 EUROPE
7.1 Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025)
7.2 Europe AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
7.3 Europe AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 MIDDLE EAST & AFRICA
8.1 Middle East & Africa AI-based Raw Material Sourcing Optimization by Region (2020-2025)
8.2 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025)
8.3 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 MARKET DRIVERS, CHALLENGES AND TRENDS
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 GLOBAL AI-BASED RAW MATERIAL SOURCING OPTIMIZATION MARKET FORECAST
10.1 Global AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.1.1 Global AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.1.2 Americas AI-based Raw Material Sourcing Optimization Forecast
10.1.3 APAC AI-based Raw Material Sourcing Optimization Forecast
10.1.4 Europe AI-based Raw Material Sourcing Optimization Forecast
10.1.5 Middle East & Africa AI-based Raw Material Sourcing Optimization Forecast
10.2 Americas AI-based Raw Material Sourcing Optimization Forecast by Country (2026-2031)
10.2.1 United States Market AI-based Raw Material Sourcing Optimization Forecast
10.2.2 Canada Market AI-based Raw Material Sourcing Optimization Forecast
10.2.3 Mexico Market AI-based Raw Material Sourcing Optimization Forecast
10.2.4 Brazil Market AI-based Raw Material Sourcing Optimization Forecast
10.3 APAC AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.3.1 China AI-based Raw Material Sourcing Optimization Market Forecast
10.3.2 Japan Market AI-based Raw Material Sourcing Optimization Forecast
10.3.3 Korea Market AI-based Raw Material Sourcing Optimization Forecast
10.3.4 Southeast Asia Market AI-based Raw Material Sourcing Optimization Forecast
10.3.5 India Market AI-based Raw Material Sourcing Optimization Forecast
10.3.6 Australia Market AI-based Raw Material Sourcing Optimization Forecast
10.4 Europe AI-based Raw Material Sourcing Optimization Forecast by Country (2026-2031)
10.4.1 Germany Market AI-based Raw Material Sourcing Optimization Forecast
10.4.2 France Market AI-based Raw Material Sourcing Optimization Forecast
10.4.3 UK Market AI-based Raw Material Sourcing Optimization Forecast
10.4.4 Italy Market AI-based Raw Material Sourcing Optimization Forecast
10.4.5 Russia Market AI-based Raw Material Sourcing Optimization Forecast
10.5 Middle East & Africa AI-based Raw Material Sourcing Optimization Forecast by Region (2026-2031)
10.5.1 Egypt Market AI-based Raw Material Sourcing Optimization Forecast
10.5.2 South Africa Market AI-based Raw Material Sourcing Optimization Forecast
10.5.3 Israel Market AI-based Raw Material Sourcing Optimization Forecast
10.5.4 Turkey Market AI-based Raw Material Sourcing Optimization Forecast
10.6 Global AI-based Raw Material Sourcing Optimization Forecast by Type (2026-2031)
10.7 Global AI-based Raw Material Sourcing Optimization Forecast by Application (2026-2031)
10.7.1 GCC Countries Market AI-based Raw Material Sourcing Optimization Forecast
11 KEY PLAYERS ANALYSIS
11.1 Amazon
11.1.1 Amazon Company Information
11.1.2 Amazon AI-based Raw Material Sourcing Optimization Product Offered
11.1.3 Amazon AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.1.4 Amazon Main Business Overview
11.1.5 Amazon Latest Developments
11.2 IBM
11.2.1 IBM Company Information
11.2.2 IBM AI-based Raw Material Sourcing Optimization Product Offered
11.2.3 IBM AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.2.4 IBM Main Business Overview
11.2.5 IBM Latest Developments
11.3 FedEx
11.3.1 FedEx Company Information
11.3.2 FedEx AI-based Raw Material Sourcing Optimization Product Offered
11.3.3 FedEx AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.3.4 FedEx Main Business Overview
11.3.5 FedEx Latest Developments
11.4 American Software, Inc.
11.4.1 American Software, Inc. Company Information
11.4.2 American Software, Inc. AI-based Raw Material Sourcing Optimization Product Offered
11.4.3 American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.4.4 American Software, Inc. Main Business Overview
11.4.5 American Software, Inc. Latest Developments
11.5 Kinaxis
11.5.1 Kinaxis Company Information
11.5.2 Kinaxis AI-based Raw Material Sourcing Optimization Product Offered
11.5.3 Kinaxis AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.5.4 Kinaxis Main Business Overview
11.5.5 Kinaxis Latest Developments
11.6 Blue Yonder
11.6.1 Blue Yonder Company Information
11.6.2 Blue Yonder AI-based Raw Material Sourcing Optimization Product Offered
11.6.3 Blue Yonder AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.6.4 Blue Yonder Main Business Overview
11.6.5 Blue Yonder Latest Developments
11.7 SAP
11.7.1 SAP Company Information
11.7.2 SAP AI-based Raw Material Sourcing Optimization Product Offered
11.7.3 SAP AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.7.4 SAP Main Business Overview
11.7.5 SAP Latest Developments
11.8 Intellinum
11.8.1 Intellinum Company Information
11.8.2 Intellinum AI-based Raw Material Sourcing Optimization Product Offered
11.8.3 Intellinum AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.8.4 Intellinum Main Business Overview
11.8.5 Intellinum Latest Developments
11.9 Alpha Augmented Services AG
11.9.1 Alpha Augmented Services AG Company Information
11.9.2 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product Offered
11.9.3 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.9.4 Alpha Augmented Services AG Main Business Overview
11.9.5 Alpha Augmented Services AG Latest Developments
11.10 ToolsGroup
11.10.1 ToolsGroup Company Information
11.10.2 ToolsGroup AI-based Raw Material Sourcing Optimization Product Offered
11.10.3 ToolsGroup AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.10.4 ToolsGroup Main Business Overview
11.10.5 ToolsGroup Latest Developments
11.11 RightChain Healthcare
11.11.1 RightChain Healthcare Company Information
11.11.2 RightChain Healthcare AI-based Raw Material Sourcing Optimization Product Offered
11.11.3 RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.11.4 RightChain Healthcare Main Business Overview
11.11.5 RightChain Healthcare Latest Developments
11.12 QAD
11.12.1 QAD Company Information
11.12.2 QAD AI-based Raw Material Sourcing Optimization Product Offered
11.12.3 QAD AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.12.4 QAD Main Business Overview
11.12.5 QAD Latest Developments
11.13 Inspur Information
11.13.1 Inspur Information Company Information
11.13.2 Inspur Information AI-based Raw Material Sourcing Optimization Product Offered
11.13.3 Inspur Information AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.13.4 Inspur Information Main Business Overview
11.13.5 Inspur Information Latest Developments
11.14 Neo Tangent
11.14.1 Neo Tangent Company Information
11.14.2 Neo Tangent AI-based Raw Material Sourcing Optimization Product Offered
11.14.3 Neo Tangent AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
11.14.4 Neo Tangent Main Business Overview
11.14.5 Neo Tangent Latest Developments
12 RESEARCH FINDINGS AND CONCLUSION
LIST OF TABLES
Table 1. AI-based Raw Material Sourcing Optimization Market Size CAGR by Region (2020 VS 2024 VS 2031) & ($ millions)
Table 2. AI-based Raw Material Sourcing Optimization Annual Sales CAGR by Country/Region (2020, 2024 & 2031) & ($ millions)
Table 3. Major Players of Demand Forecasting and Inventory Management
Table 4. Major Players of Supplier Selection and Evaluation
Table 5. Major Players of Logistics and Transportation Optimization
Table 6. Major Players of Resource Allocation and Quality Control
Table 7. Major Players of Automated Procurement Process
Table 8. Major Players of Others
Table 9. AI-based Raw Material Sourcing Optimization Market Size CAGR by Type (2020 VS 2024 VS 2031) & ($ millions)
Table 10. Global AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 11. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Table 12. AI-based Raw Material Sourcing Optimization Market Size CAGR by Application (2020 VS 2024 VS 2031) & ($ millions)
Table 13. Global AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 14. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Table 15. Global AI-based Raw Material Sourcing Optimization Revenue by Player (2020-2025) & ($ millions)
Table 16. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Player (2020-2025)
Table 17. AI-based Raw Material Sourcing Optimization Key Players Head office and Products Offered
Table 18. AI-based Raw Material Sourcing Optimization Concentration Ratio (CR3, CR5 and CR10) & (2023-2025)
Table 19. New Products and Potential Entrants
Table 20. Mergers & Acquisitions, Expansion
Table 21. Global AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & ($ millions)
Table 22. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Table 23. Global AI-based Raw Material Sourcing Optimization Revenue by Country/Region (2020-2025) & ($ millions)
Table 24. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Country/Region (2020-2025)
Table 25. Americas AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & ($ millions)
Table 26. Americas AI-based Raw Material Sourcing Optimization Market Size Market Share by Country (2020-2025)
Table 27. Americas AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 28. Americas AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Table 29. Americas AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 30. Americas AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Table 31. APAC AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & ($ millions)
Table 32. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Table 33. APAC AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 34. APAC AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 35. Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & ($ millions)
Table 36. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Country (2020-2025)
Table 37. Europe AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 38. Europe AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 39. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & ($ millions)
Table 40. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 41. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 42. Key Market Drivers & Growth Opportunities of AI-based Raw Material Sourcing Optimization
Table 43. Key Market Challenges & Risks of AI-based Raw Material Sourcing Optimization
Table 44. Key Industry Trends of AI-based Raw Material Sourcing Optimization
Table 45. Global AI-based Raw Material Sourcing Optimization Market Size Forecast by Region (2026-2031) & ($ millions)
Table 46. Global AI-based Raw Material Sourcing Optimization Market Size Market Share Forecast by Region (2026-2031)
Table 47. Global AI-based Raw Material Sourcing Optimization Market Size Forecast by Type (2026-2031) & ($ millions)
Table 48. Global AI-based Raw Material Sourcing Optimization Market Size Forecast by Application (2026-2031) & ($ millions)
Table 49. Amazon Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 50. Amazon AI-based Raw Material Sourcing Optimization Product Offered
Table 51. Amazon AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 52. Amazon Main Business
Table 53. Amazon Latest Developments
Table 54. IBM Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 55. IBM AI-based Raw Material Sourcing Optimization Product Offered
Table 56. IBM AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 57. IBM Main Business
Table 58. IBM Latest Developments
Table 59. FedEx Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 60. FedEx AI-based Raw Material Sourcing Optimization Product Offered
Table 61. FedEx AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 62. FedEx Main Business
Table 63. FedEx Latest Developments
Table 64. American Software, Inc. Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 65. American Software, Inc. AI-based Raw Material Sourcing Optimization Product Offered
Table 66. American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 67. American Software, Inc. Main Business
Table 68. American Software, Inc. Latest Developments
Table 69. Kinaxis Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 70. Kinaxis AI-based Raw Material Sourcing Optimization Product Offered
Table 71. Kinaxis AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 72. Kinaxis Main Business
Table 73. Kinaxis Latest Developments
Table 74. Blue Yonder Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 75. Blue Yonder AI-based Raw Material Sourcing Optimization Product Offered
Table 76. Blue Yonder AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 77. Blue Yonder Main Business
Table 78. Blue Yonder Latest Developments
Table 79. SAP Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 80. SAP AI-based Raw Material Sourcing Optimization Product Offered
Table 81. SAP AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 82. SAP Main Business
Table 83. SAP Latest Developments
Table 84. Intellinum Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 85. Intellinum AI-based Raw Material Sourcing Optimization Product Offered
Table 86. Intellinum AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 87. Intellinum Main Business
Table 88. Intellinum Latest Developments
Table 89. Alpha Augmented Services AG Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 90. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product Offered
Table 91. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 92. Alpha Augmented Services AG Main Business
Table 93. Alpha Augmented Services AG Latest Developments
Table 94. ToolsGroup Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 95. ToolsGroup AI-based Raw Material Sourcing Optimization Product Offered
Table 96. ToolsGroup AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 97. ToolsGroup Main Business
Table 98. ToolsGroup Latest Developments
Table 99. RightChain Healthcare Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 100. RightChain Healthcare AI-based Raw Material Sourcing Optimization Product Offered
Table 101. RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 102. RightChain Healthcare Main Business
Table 103. RightChain Healthcare Latest Developments
Table 104. QAD Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 105. QAD AI-based Raw Material Sourcing Optimization Product Offered
Table 106. QAD AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 107. QAD Main Business
Table 108. QAD Latest Developments
Table 109. Inspur Information Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 110. Inspur Information AI-based Raw Material Sourcing Optimization Product Offered
Table 111. Inspur Information AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 112. Inspur Information Main Business
Table 113. Inspur Information Latest Developments
Table 114. Neo Tangent Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 115. Neo Tangent AI-based Raw Material Sourcing Optimization Product Offered
Table 116. Neo Tangent AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 117. Neo Tangent Main Business
Table 118. Neo Tangent Latest Developments
Table 1. AI-based Raw Material Sourcing Optimization Market Size CAGR by Region (2020 VS 2024 VS 2031) & ($ millions)
Table 2. AI-based Raw Material Sourcing Optimization Annual Sales CAGR by Country/Region (2020, 2024 & 2031) & ($ millions)
Table 3. Major Players of Demand Forecasting and Inventory Management
Table 4. Major Players of Supplier Selection and Evaluation
Table 5. Major Players of Logistics and Transportation Optimization
Table 6. Major Players of Resource Allocation and Quality Control
Table 7. Major Players of Automated Procurement Process
Table 8. Major Players of Others
Table 9. AI-based Raw Material Sourcing Optimization Market Size CAGR by Type (2020 VS 2024 VS 2031) & ($ millions)
Table 10. Global AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 11. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Table 12. AI-based Raw Material Sourcing Optimization Market Size CAGR by Application (2020 VS 2024 VS 2031) & ($ millions)
Table 13. Global AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 14. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Table 15. Global AI-based Raw Material Sourcing Optimization Revenue by Player (2020-2025) & ($ millions)
Table 16. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Player (2020-2025)
Table 17. AI-based Raw Material Sourcing Optimization Key Players Head office and Products Offered
Table 18. AI-based Raw Material Sourcing Optimization Concentration Ratio (CR3, CR5 and CR10) & (2023-2025)
Table 19. New Products and Potential Entrants
Table 20. Mergers & Acquisitions, Expansion
Table 21. Global AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & ($ millions)
Table 22. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Table 23. Global AI-based Raw Material Sourcing Optimization Revenue by Country/Region (2020-2025) & ($ millions)
Table 24. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Country/Region (2020-2025)
Table 25. Americas AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & ($ millions)
Table 26. Americas AI-based Raw Material Sourcing Optimization Market Size Market Share by Country (2020-2025)
Table 27. Americas AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 28. Americas AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Table 29. Americas AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 30. Americas AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Table 31. APAC AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & ($ millions)
Table 32. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Table 33. APAC AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 34. APAC AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 35. Europe AI-based Raw Material Sourcing Optimization Market Size by Country (2020-2025) & ($ millions)
Table 36. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Country (2020-2025)
Table 37. Europe AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 38. Europe AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 39. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Region (2020-2025) & ($ millions)
Table 40. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Type (2020-2025) & ($ millions)
Table 41. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2025) & ($ millions)
Table 42. Key Market Drivers & Growth Opportunities of AI-based Raw Material Sourcing Optimization
Table 43. Key Market Challenges & Risks of AI-based Raw Material Sourcing Optimization
Table 44. Key Industry Trends of AI-based Raw Material Sourcing Optimization
Table 45. Global AI-based Raw Material Sourcing Optimization Market Size Forecast by Region (2026-2031) & ($ millions)
Table 46. Global AI-based Raw Material Sourcing Optimization Market Size Market Share Forecast by Region (2026-2031)
Table 47. Global AI-based Raw Material Sourcing Optimization Market Size Forecast by Type (2026-2031) & ($ millions)
Table 48. Global AI-based Raw Material Sourcing Optimization Market Size Forecast by Application (2026-2031) & ($ millions)
Table 49. Amazon Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 50. Amazon AI-based Raw Material Sourcing Optimization Product Offered
Table 51. Amazon AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 52. Amazon Main Business
Table 53. Amazon Latest Developments
Table 54. IBM Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 55. IBM AI-based Raw Material Sourcing Optimization Product Offered
Table 56. IBM AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 57. IBM Main Business
Table 58. IBM Latest Developments
Table 59. FedEx Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 60. FedEx AI-based Raw Material Sourcing Optimization Product Offered
Table 61. FedEx AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 62. FedEx Main Business
Table 63. FedEx Latest Developments
Table 64. American Software, Inc. Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 65. American Software, Inc. AI-based Raw Material Sourcing Optimization Product Offered
Table 66. American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 67. American Software, Inc. Main Business
Table 68. American Software, Inc. Latest Developments
Table 69. Kinaxis Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 70. Kinaxis AI-based Raw Material Sourcing Optimization Product Offered
Table 71. Kinaxis AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 72. Kinaxis Main Business
Table 73. Kinaxis Latest Developments
Table 74. Blue Yonder Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 75. Blue Yonder AI-based Raw Material Sourcing Optimization Product Offered
Table 76. Blue Yonder AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 77. Blue Yonder Main Business
Table 78. Blue Yonder Latest Developments
Table 79. SAP Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 80. SAP AI-based Raw Material Sourcing Optimization Product Offered
Table 81. SAP AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 82. SAP Main Business
Table 83. SAP Latest Developments
Table 84. Intellinum Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 85. Intellinum AI-based Raw Material Sourcing Optimization Product Offered
Table 86. Intellinum AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 87. Intellinum Main Business
Table 88. Intellinum Latest Developments
Table 89. Alpha Augmented Services AG Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 90. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product Offered
Table 91. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 92. Alpha Augmented Services AG Main Business
Table 93. Alpha Augmented Services AG Latest Developments
Table 94. ToolsGroup Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 95. ToolsGroup AI-based Raw Material Sourcing Optimization Product Offered
Table 96. ToolsGroup AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 97. ToolsGroup Main Business
Table 98. ToolsGroup Latest Developments
Table 99. RightChain Healthcare Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 100. RightChain Healthcare AI-based Raw Material Sourcing Optimization Product Offered
Table 101. RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 102. RightChain Healthcare Main Business
Table 103. RightChain Healthcare Latest Developments
Table 104. QAD Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 105. QAD AI-based Raw Material Sourcing Optimization Product Offered
Table 106. QAD AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 107. QAD Main Business
Table 108. QAD Latest Developments
Table 109. Inspur Information Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 110. Inspur Information AI-based Raw Material Sourcing Optimization Product Offered
Table 111. Inspur Information AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 112. Inspur Information Main Business
Table 113. Inspur Information Latest Developments
Table 114. Neo Tangent Details, Company Type, AI-based Raw Material Sourcing Optimization Area Served and Its Competitors
Table 115. Neo Tangent AI-based Raw Material Sourcing Optimization Product Offered
Table 116. Neo Tangent AI-based Raw Material Sourcing Optimization Revenue ($ million), Gross Margin and Market Share (2020-2025)
Table 117. Neo Tangent Main Business
Table 118. Neo Tangent Latest Developments
LIST OF FIGURES
Figure 1. AI-based Raw Material Sourcing Optimization Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global AI-based Raw Material Sourcing Optimization Market Size Growth Rate (2020-2031) ($ millions)
Figure 6. AI-based Raw Material Sourcing Optimization Sales by Geographic Region (2020, 2024 & 2031) & ($ millions)
Figure 7. AI-based Raw Material Sourcing Optimization Sales Market Share by Country/Region (2024)
Figure 8. AI-based Raw Material Sourcing Optimization Sales Market Share by Country/Region (2020, 2024 & 2031)
Figure 9. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Type in 2024
Figure 10. AI-based Raw Material Sourcing Optimization in Metals and Mining
Figure 11. Global AI-based Raw Material Sourcing Optimization Market: Metals and Mining (2020-2025) & ($ millions)
Figure 12. AI-based Raw Material Sourcing Optimization in Manufacturing
Figure 13. Global AI-based Raw Material Sourcing Optimization Market: Manufacturing (2020-2025) & ($ millions)
Figure 14. AI-based Raw Material Sourcing Optimization in Agriculture
Figure 15. Global AI-based Raw Material Sourcing Optimization Market: Agriculture (2020-2025) & ($ millions)
Figure 16. AI-based Raw Material Sourcing Optimization in Food Processing
Figure 17. Global AI-based Raw Material Sourcing Optimization Market: Food Processing (2020-2025) & ($ millions)
Figure 18. AI-based Raw Material Sourcing Optimization in Textiles and Clothing
Figure 19. Global AI-based Raw Material Sourcing Optimization Market: Textiles and Clothing (2020-2025) & ($ millions)
Figure 20. AI-based Raw Material Sourcing Optimization in Pharmaceuticals
Figure 21. Global AI-based Raw Material Sourcing Optimization Market: Pharmaceuticals (2020-2025) & ($ millions)
Figure 22. AI-based Raw Material Sourcing Optimization in Other
Figure 23. Global AI-based Raw Material Sourcing Optimization Market: Other (2020-2025) & ($ millions)
Figure 24. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Application in 2024
Figure 25. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Player in 2024
Figure 26. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Figure 27. Americas AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 28. APAC AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 29. Europe AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 30. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 31. Americas AI-based Raw Material Sourcing Optimization Value Market Share by Country in 2024
Figure 32. United States AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 33. Canada AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 34. Mexico AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 35. Brazil AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 36. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Region in 2024
Figure 37. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Figure 38. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Figure 39. China AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 40. Japan AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 41. South Korea AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 42. Southeast Asia AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 43. India AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 44. Australia AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 45. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Country in 2024
Figure 46. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Figure 47. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Figure 48. Germany AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 49. France AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 50. UK AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 51. Italy AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 52. Russia AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 53. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Figure 54. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Figure 55. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Figure 56. Egypt AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 57. South Africa AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 58. Israel AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 59. Turkey AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 60. GCC Countries AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 61. Americas AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 62. APAC AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 63. Europe AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 64. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 65. United States AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 66. Canada AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 67. Mexico AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 68. Brazil AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 69. China AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 70. Japan AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 71. Korea AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 72. Southeast Asia AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 73. India AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 74. Australia AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 75. Germany AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 76. France AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 77. UK AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 78. Italy AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 79. Russia AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 80. Egypt AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 81. South Africa AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 82. Israel AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 83. Turkey AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 84. Global AI-based Raw Material Sourcing Optimization Market Size Market Share Forecast by Type (2026-2031)
Figure 85. Global AI-based Raw Material Sourcing Optimization Market Size Market Share Forecast by Application (2026-2031)
Figure 86. GCC Countries AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 1. AI-based Raw Material Sourcing Optimization Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global AI-based Raw Material Sourcing Optimization Market Size Growth Rate (2020-2031) ($ millions)
Figure 6. AI-based Raw Material Sourcing Optimization Sales by Geographic Region (2020, 2024 & 2031) & ($ millions)
Figure 7. AI-based Raw Material Sourcing Optimization Sales Market Share by Country/Region (2024)
Figure 8. AI-based Raw Material Sourcing Optimization Sales Market Share by Country/Region (2020, 2024 & 2031)
Figure 9. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Type in 2024
Figure 10. AI-based Raw Material Sourcing Optimization in Metals and Mining
Figure 11. Global AI-based Raw Material Sourcing Optimization Market: Metals and Mining (2020-2025) & ($ millions)
Figure 12. AI-based Raw Material Sourcing Optimization in Manufacturing
Figure 13. Global AI-based Raw Material Sourcing Optimization Market: Manufacturing (2020-2025) & ($ millions)
Figure 14. AI-based Raw Material Sourcing Optimization in Agriculture
Figure 15. Global AI-based Raw Material Sourcing Optimization Market: Agriculture (2020-2025) & ($ millions)
Figure 16. AI-based Raw Material Sourcing Optimization in Food Processing
Figure 17. Global AI-based Raw Material Sourcing Optimization Market: Food Processing (2020-2025) & ($ millions)
Figure 18. AI-based Raw Material Sourcing Optimization in Textiles and Clothing
Figure 19. Global AI-based Raw Material Sourcing Optimization Market: Textiles and Clothing (2020-2025) & ($ millions)
Figure 20. AI-based Raw Material Sourcing Optimization in Pharmaceuticals
Figure 21. Global AI-based Raw Material Sourcing Optimization Market: Pharmaceuticals (2020-2025) & ($ millions)
Figure 22. AI-based Raw Material Sourcing Optimization in Other
Figure 23. Global AI-based Raw Material Sourcing Optimization Market: Other (2020-2025) & ($ millions)
Figure 24. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Application in 2024
Figure 25. Global AI-based Raw Material Sourcing Optimization Revenue Market Share by Player in 2024
Figure 26. Global AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Figure 27. Americas AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 28. APAC AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 29. Europe AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 30. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size 2020-2025 ($ millions)
Figure 31. Americas AI-based Raw Material Sourcing Optimization Value Market Share by Country in 2024
Figure 32. United States AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 33. Canada AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 34. Mexico AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 35. Brazil AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 36. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Region in 2024
Figure 37. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Figure 38. APAC AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Figure 39. China AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 40. Japan AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 41. South Korea AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 42. Southeast Asia AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 43. India AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 44. Australia AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 45. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Country in 2024
Figure 46. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Figure 47. Europe AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Figure 48. Germany AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 49. France AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 50. UK AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 51. Italy AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 52. Russia AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 53. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Market Share by Region (2020-2025)
Figure 54. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Market Share by Type (2020-2025)
Figure 55. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size Market Share by Application (2020-2025)
Figure 56. Egypt AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 57. South Africa AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 58. Israel AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 59. Turkey AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 60. GCC Countries AI-based Raw Material Sourcing Optimization Market Size Growth 2020-2025 ($ millions)
Figure 61. Americas AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 62. APAC AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 63. Europe AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 64. Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 65. United States AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 66. Canada AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 67. Mexico AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 68. Brazil AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 69. China AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 70. Japan AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 71. Korea AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 72. Southeast Asia AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 73. India AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 74. Australia AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 75. Germany AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 76. France AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 77. UK AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 78. Italy AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 79. Russia AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 80. Egypt AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 81. South Africa AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 82. Israel AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 83. Turkey AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
Figure 84. Global AI-based Raw Material Sourcing Optimization Market Size Market Share Forecast by Type (2026-2031)
Figure 85. Global AI-based Raw Material Sourcing Optimization Market Size Market Share Forecast by Application (2026-2031)
Figure 86. GCC Countries AI-based Raw Material Sourcing Optimization Market Size 2026-2031 ($ millions)
