

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.
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
Segmentation by Application:
Metals and Mining
Manufacturing
Agriculture
Food Processing
Textiles and Clothing
Pharmaceuticals
Other
This report also splits the market by region:
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
The below companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company's coverage, product portfolio, its market penetration.
Amazon
IBM
FedEx
American Software, Inc.
Kinaxis
Blue Yonder
SAP
Intellinum
Alpha Augmented Services AG
ToolsGroup
RightChain Healthcare
QAD
Inspur Information
Neo Tangent
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
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
*If Applicable.