Global AI-based Raw Material Sourcing Optimization Market 2025 by Company, Regions, Type and Application, Forecast to 2031
According to our latest research, the global AI-based Raw Material Sourcing Optimization market size will reach USD 3403 million in 2031, growing at a CAGR of 9.7% over the analysis period.
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.
This report is a detailed and comprehensive analysis for global AI-based Raw Material Sourcing Optimization market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global AI-based Raw Material Sourcing Optimization market size and forecasts, in consumption value ($ Million), 2020-2031
Global AI-based Raw Material Sourcing Optimization market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global AI-based Raw Material Sourcing Optimization market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global AI-based Raw Material Sourcing Optimization market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
AI-based Raw Material Sourcing Optimization market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Chapter 1, to describe AI-based Raw Material Sourcing Optimization product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of AI-based Raw Material Sourcing Optimization, with revenue, gross margin, and global market share of AI-based Raw Material Sourcing Optimization from 2020 to 2025.
Chapter 3, the AI-based Raw Material Sourcing Optimization competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2020 to 2025.and AI-based Raw Material Sourcing Optimization market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of AI-based Raw Material Sourcing Optimization.
Chapter 13, to describe AI-based Raw Material Sourcing Optimization research findings and conclusion.
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.
This report is a detailed and comprehensive analysis for global AI-based Raw Material Sourcing Optimization market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global AI-based Raw Material Sourcing Optimization market size and forecasts, in consumption value ($ Million), 2020-2031
Global AI-based Raw Material Sourcing Optimization market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global AI-based Raw Material Sourcing Optimization market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global AI-based Raw Material Sourcing Optimization market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
- To determine the size of the total market opportunity of global and key countries
- To assess the growth potential for AI-based Raw Material Sourcing Optimization
- To forecast future growth in each product and end-use market
- To assess competitive factors affecting the marketplace
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
AI-based Raw Material Sourcing Optimization market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment 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
- Amazon
- IBM
- FedEx
- American Software, Inc.
- Kinaxis
- Blue Yonder
- SAP
- Intellinum
- Alpha Augmented Services AG
- ToolsGroup
- RightChain Healthcare
- QAD
- Inspur Information
- Neo Tangent
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
- Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
- Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
Chapter 1, to describe AI-based Raw Material Sourcing Optimization product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of AI-based Raw Material Sourcing Optimization, with revenue, gross margin, and global market share of AI-based Raw Material Sourcing Optimization from 2020 to 2025.
Chapter 3, the AI-based Raw Material Sourcing Optimization competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2020 to 2025.and AI-based Raw Material Sourcing Optimization market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of AI-based Raw Material Sourcing Optimization.
Chapter 13, to describe AI-based Raw Material Sourcing Optimization research findings and conclusion.
1 MARKET OVERVIEW
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of AI-based Raw Material Sourcing Optimization by Type
1.3.1 Overview: Global AI-based Raw Material Sourcing Optimization Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type in 2024
1.3.3 Demand Forecasting and Inventory Management
1.3.4 Supplier Selection and Evaluation
1.3.5 Logistics and Transportation Optimization
1.3.6 Resource Allocation and Quality Control
1.3.7 Automated Procurement Process
1.3.8 Others
1.4 Global AI-based Raw Material Sourcing Optimization Market by Application
1.4.1 Overview: Global AI-based Raw Material Sourcing Optimization Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Metals and Mining
1.4.3 Manufacturing
1.4.4 Agriculture
1.4.5 Food Processing
1.4.6 Textiles and Clothing
1.4.7 Pharmaceuticals
1.4.8 Other
1.5 Global AI-based Raw Material Sourcing Optimization Market Size & Forecast
1.6 Global AI-based Raw Material Sourcing Optimization Market Size and Forecast by Region
1.6.1 Global AI-based Raw Material Sourcing Optimization Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global AI-based Raw Material Sourcing Optimization Market Size by Region, (2020-2031)
1.6.3 North America AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.4 Europe AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.6 South America AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
2 COMPANY PROFILES
2.1 Amazon
2.1.1 Amazon Details
2.1.2 Amazon Major Business
2.1.3 Amazon AI-based Raw Material Sourcing Optimization Product and Solutions
2.1.4 Amazon AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Amazon Recent Developments and Future Plans
2.2 IBM
2.2.1 IBM Details
2.2.2 IBM Major Business
2.2.3 IBM AI-based Raw Material Sourcing Optimization Product and Solutions
2.2.4 IBM AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 IBM Recent Developments and Future Plans
2.3 FedEx
2.3.1 FedEx Details
2.3.2 FedEx Major Business
2.3.3 FedEx AI-based Raw Material Sourcing Optimization Product and Solutions
2.3.4 FedEx AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 FedEx Recent Developments and Future Plans
2.4 American Software, Inc.
2.4.1 American Software, Inc. Details
2.4.2 American Software, Inc. Major Business
2.4.3 American Software, Inc. AI-based Raw Material Sourcing Optimization Product and Solutions
2.4.4 American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 American Software, Inc. Recent Developments and Future Plans
2.5 Kinaxis
2.5.1 Kinaxis Details
2.5.2 Kinaxis Major Business
2.5.3 Kinaxis AI-based Raw Material Sourcing Optimization Product and Solutions
2.5.4 Kinaxis AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Kinaxis Recent Developments and Future Plans
2.6 Blue Yonder
2.6.1 Blue Yonder Details
2.6.2 Blue Yonder Major Business
2.6.3 Blue Yonder AI-based Raw Material Sourcing Optimization Product and Solutions
2.6.4 Blue Yonder AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 Blue Yonder Recent Developments and Future Plans
2.7 SAP
2.7.1 SAP Details
2.7.2 SAP Major Business
2.7.3 SAP AI-based Raw Material Sourcing Optimization Product and Solutions
2.7.4 SAP AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 SAP Recent Developments and Future Plans
2.8 Intellinum
2.8.1 Intellinum Details
2.8.2 Intellinum Major Business
2.8.3 Intellinum AI-based Raw Material Sourcing Optimization Product and Solutions
2.8.4 Intellinum AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 Intellinum Recent Developments and Future Plans
2.9 Alpha Augmented Services AG
2.9.1 Alpha Augmented Services AG Details
2.9.2 Alpha Augmented Services AG Major Business
2.9.3 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product and Solutions
2.9.4 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Alpha Augmented Services AG Recent Developments and Future Plans
2.10 ToolsGroup
2.10.1 ToolsGroup Details
2.10.2 ToolsGroup Major Business
2.10.3 ToolsGroup AI-based Raw Material Sourcing Optimization Product and Solutions
2.10.4 ToolsGroup AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 ToolsGroup Recent Developments and Future Plans
2.11 RightChain Healthcare
2.11.1 RightChain Healthcare Details
2.11.2 RightChain Healthcare Major Business
2.11.3 RightChain Healthcare AI-based Raw Material Sourcing Optimization Product and Solutions
2.11.4 RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 RightChain Healthcare Recent Developments and Future Plans
2.12 QAD
2.12.1 QAD Details
2.12.2 QAD Major Business
2.12.3 QAD AI-based Raw Material Sourcing Optimization Product and Solutions
2.12.4 QAD AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 QAD Recent Developments and Future Plans
2.13 Inspur Information
2.13.1 Inspur Information Details
2.13.2 Inspur Information Major Business
2.13.3 Inspur Information AI-based Raw Material Sourcing Optimization Product and Solutions
2.13.4 Inspur Information AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Inspur Information Recent Developments and Future Plans
2.14 Neo Tangent
2.14.1 Neo Tangent Details
2.14.2 Neo Tangent Major Business
2.14.3 Neo Tangent AI-based Raw Material Sourcing Optimization Product and Solutions
2.14.4 Neo Tangent AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 Neo Tangent Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global AI-based Raw Material Sourcing Optimization Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of AI-based Raw Material Sourcing Optimization by Company Revenue
3.2.2 Top 3 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
3.2.3 Top 6 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
3.3 AI-based Raw Material Sourcing Optimization Market: Overall Company Footprint Analysis
3.3.1 AI-based Raw Material Sourcing Optimization Market: Region Footprint
3.3.2 AI-based Raw Material Sourcing Optimization Market: Company Product Type Footprint
3.3.3 AI-based Raw Material Sourcing Optimization Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global AI-based Raw Material Sourcing Optimization Consumption Value and Market Share by Type (2020-2025)
4.2 Global AI-based Raw Material Sourcing Optimization Market Forecast by Type (2026-2031)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2025)
5.2 Global AI-based Raw Material Sourcing Optimization Market Forecast by Application (2026-2031)
6 NORTH AMERICA
6.1 North America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
6.2 North America AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2031)
6.3 North America AI-based Raw Material Sourcing Optimization Market Size by Country
6.3.1 North America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
6.3.2 United States AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
6.3.3 Canada AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
6.3.4 Mexico AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7 EUROPE
7.1 Europe AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
7.2 Europe AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
7.3 Europe AI-based Raw Material Sourcing Optimization Market Size by Country
7.3.1 Europe AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
7.3.2 Germany AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.3 France AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.4 United Kingdom AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.5 Russia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.6 Italy AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8 ASIA-PACIFIC
8.1 Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
8.2 Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
8.3 Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size by Region
8.3.1 Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Region (2020-2031)
8.3.2 China AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.3 Japan AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.4 South Korea AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.5 India AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.7 Australia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
9 SOUTH AMERICA
9.1 South America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
9.2 South America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
9.3 South America AI-based Raw Material Sourcing Optimization Market Size by Country
9.3.1 South America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
9.3.2 Brazil AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
9.3.3 Argentina AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
10.2 Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
10.3 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Country
10.3.1 Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
10.3.2 Turkey AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
10.3.4 UAE AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
11 MARKET DYNAMICS
11.1 AI-based Raw Material Sourcing Optimization Market Drivers
11.2 AI-based Raw Material Sourcing Optimization Market Restraints
11.3 AI-based Raw Material Sourcing Optimization Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 INDUSTRY CHAIN ANALYSIS
12.1 AI-based Raw Material Sourcing Optimization Industry Chain
12.2 AI-based Raw Material Sourcing Optimization Upstream Analysis
12.3 AI-based Raw Material Sourcing Optimization Midstream Analysis
12.4 AI-based Raw Material Sourcing Optimization Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of AI-based Raw Material Sourcing Optimization by Type
1.3.1 Overview: Global AI-based Raw Material Sourcing Optimization Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type in 2024
1.3.3 Demand Forecasting and Inventory Management
1.3.4 Supplier Selection and Evaluation
1.3.5 Logistics and Transportation Optimization
1.3.6 Resource Allocation and Quality Control
1.3.7 Automated Procurement Process
1.3.8 Others
1.4 Global AI-based Raw Material Sourcing Optimization Market by Application
1.4.1 Overview: Global AI-based Raw Material Sourcing Optimization Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Metals and Mining
1.4.3 Manufacturing
1.4.4 Agriculture
1.4.5 Food Processing
1.4.6 Textiles and Clothing
1.4.7 Pharmaceuticals
1.4.8 Other
1.5 Global AI-based Raw Material Sourcing Optimization Market Size & Forecast
1.6 Global AI-based Raw Material Sourcing Optimization Market Size and Forecast by Region
1.6.1 Global AI-based Raw Material Sourcing Optimization Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global AI-based Raw Material Sourcing Optimization Market Size by Region, (2020-2031)
1.6.3 North America AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.4 Europe AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.6 South America AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size and Prospect (2020-2031)
2 COMPANY PROFILES
2.1 Amazon
2.1.1 Amazon Details
2.1.2 Amazon Major Business
2.1.3 Amazon AI-based Raw Material Sourcing Optimization Product and Solutions
2.1.4 Amazon AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Amazon Recent Developments and Future Plans
2.2 IBM
2.2.1 IBM Details
2.2.2 IBM Major Business
2.2.3 IBM AI-based Raw Material Sourcing Optimization Product and Solutions
2.2.4 IBM AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 IBM Recent Developments and Future Plans
2.3 FedEx
2.3.1 FedEx Details
2.3.2 FedEx Major Business
2.3.3 FedEx AI-based Raw Material Sourcing Optimization Product and Solutions
2.3.4 FedEx AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 FedEx Recent Developments and Future Plans
2.4 American Software, Inc.
2.4.1 American Software, Inc. Details
2.4.2 American Software, Inc. Major Business
2.4.3 American Software, Inc. AI-based Raw Material Sourcing Optimization Product and Solutions
2.4.4 American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 American Software, Inc. Recent Developments and Future Plans
2.5 Kinaxis
2.5.1 Kinaxis Details
2.5.2 Kinaxis Major Business
2.5.3 Kinaxis AI-based Raw Material Sourcing Optimization Product and Solutions
2.5.4 Kinaxis AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Kinaxis Recent Developments and Future Plans
2.6 Blue Yonder
2.6.1 Blue Yonder Details
2.6.2 Blue Yonder Major Business
2.6.3 Blue Yonder AI-based Raw Material Sourcing Optimization Product and Solutions
2.6.4 Blue Yonder AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 Blue Yonder Recent Developments and Future Plans
2.7 SAP
2.7.1 SAP Details
2.7.2 SAP Major Business
2.7.3 SAP AI-based Raw Material Sourcing Optimization Product and Solutions
2.7.4 SAP AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 SAP Recent Developments and Future Plans
2.8 Intellinum
2.8.1 Intellinum Details
2.8.2 Intellinum Major Business
2.8.3 Intellinum AI-based Raw Material Sourcing Optimization Product and Solutions
2.8.4 Intellinum AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 Intellinum Recent Developments and Future Plans
2.9 Alpha Augmented Services AG
2.9.1 Alpha Augmented Services AG Details
2.9.2 Alpha Augmented Services AG Major Business
2.9.3 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product and Solutions
2.9.4 Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Alpha Augmented Services AG Recent Developments and Future Plans
2.10 ToolsGroup
2.10.1 ToolsGroup Details
2.10.2 ToolsGroup Major Business
2.10.3 ToolsGroup AI-based Raw Material Sourcing Optimization Product and Solutions
2.10.4 ToolsGroup AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 ToolsGroup Recent Developments and Future Plans
2.11 RightChain Healthcare
2.11.1 RightChain Healthcare Details
2.11.2 RightChain Healthcare Major Business
2.11.3 RightChain Healthcare AI-based Raw Material Sourcing Optimization Product and Solutions
2.11.4 RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 RightChain Healthcare Recent Developments and Future Plans
2.12 QAD
2.12.1 QAD Details
2.12.2 QAD Major Business
2.12.3 QAD AI-based Raw Material Sourcing Optimization Product and Solutions
2.12.4 QAD AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 QAD Recent Developments and Future Plans
2.13 Inspur Information
2.13.1 Inspur Information Details
2.13.2 Inspur Information Major Business
2.13.3 Inspur Information AI-based Raw Material Sourcing Optimization Product and Solutions
2.13.4 Inspur Information AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Inspur Information Recent Developments and Future Plans
2.14 Neo Tangent
2.14.1 Neo Tangent Details
2.14.2 Neo Tangent Major Business
2.14.3 Neo Tangent AI-based Raw Material Sourcing Optimization Product and Solutions
2.14.4 Neo Tangent AI-based Raw Material Sourcing Optimization Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 Neo Tangent Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global AI-based Raw Material Sourcing Optimization Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of AI-based Raw Material Sourcing Optimization by Company Revenue
3.2.2 Top 3 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
3.2.3 Top 6 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
3.3 AI-based Raw Material Sourcing Optimization Market: Overall Company Footprint Analysis
3.3.1 AI-based Raw Material Sourcing Optimization Market: Region Footprint
3.3.2 AI-based Raw Material Sourcing Optimization Market: Company Product Type Footprint
3.3.3 AI-based Raw Material Sourcing Optimization Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global AI-based Raw Material Sourcing Optimization Consumption Value and Market Share by Type (2020-2025)
4.2 Global AI-based Raw Material Sourcing Optimization Market Forecast by Type (2026-2031)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2025)
5.2 Global AI-based Raw Material Sourcing Optimization Market Forecast by Application (2026-2031)
6 NORTH AMERICA
6.1 North America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
6.2 North America AI-based Raw Material Sourcing Optimization Market Size by Application (2020-2031)
6.3 North America AI-based Raw Material Sourcing Optimization Market Size by Country
6.3.1 North America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
6.3.2 United States AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
6.3.3 Canada AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
6.3.4 Mexico AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7 EUROPE
7.1 Europe AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
7.2 Europe AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
7.3 Europe AI-based Raw Material Sourcing Optimization Market Size by Country
7.3.1 Europe AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
7.3.2 Germany AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.3 France AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.4 United Kingdom AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.5 Russia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
7.3.6 Italy AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8 ASIA-PACIFIC
8.1 Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
8.2 Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
8.3 Asia-Pacific AI-based Raw Material Sourcing Optimization Market Size by Region
8.3.1 Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Region (2020-2031)
8.3.2 China AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.3 Japan AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.4 South Korea AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.5 India AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
8.3.7 Australia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
9 SOUTH AMERICA
9.1 South America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
9.2 South America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
9.3 South America AI-based Raw Material Sourcing Optimization Market Size by Country
9.3.1 South America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
9.3.2 Brazil AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
9.3.3 Argentina AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2031)
10.2 Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2031)
10.3 Middle East & Africa AI-based Raw Material Sourcing Optimization Market Size by Country
10.3.1 Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2031)
10.3.2 Turkey AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
10.3.4 UAE AI-based Raw Material Sourcing Optimization Market Size and Forecast (2020-2031)
11 MARKET DYNAMICS
11.1 AI-based Raw Material Sourcing Optimization Market Drivers
11.2 AI-based Raw Material Sourcing Optimization Market Restraints
11.3 AI-based Raw Material Sourcing Optimization Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 INDUSTRY CHAIN ANALYSIS
12.1 AI-based Raw Material Sourcing Optimization Industry Chain
12.2 AI-based Raw Material Sourcing Optimization Upstream Analysis
12.3 AI-based Raw Material Sourcing Optimization Midstream Analysis
12.4 AI-based Raw Material Sourcing Optimization Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
LIST OF TABLES
Table 1. Global AI-based Raw Material Sourcing Optimization Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Table 2. Global AI-based Raw Material Sourcing Optimization Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Table 3. Global AI-based Raw Material Sourcing Optimization Consumption Value by Region (2020-2025) & (USD Million)
Table 4. Global AI-based Raw Material Sourcing Optimization Consumption Value by Region (2026-2031) & (USD Million)
Table 5. Amazon Company Information, Head Office, and Major Competitors
Table 6. Amazon Major Business
Table 7. Amazon AI-based Raw Material Sourcing Optimization Product and Solutions
Table 8. Amazon AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 9. Amazon Recent Developments and Future Plans
Table 10. IBM Company Information, Head Office, and Major Competitors
Table 11. IBM Major Business
Table 12. IBM AI-based Raw Material Sourcing Optimization Product and Solutions
Table 13. IBM AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 14. IBM Recent Developments and Future Plans
Table 15. FedEx Company Information, Head Office, and Major Competitors
Table 16. FedEx Major Business
Table 17. FedEx AI-based Raw Material Sourcing Optimization Product and Solutions
Table 18. FedEx AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 19. American Software, Inc. Company Information, Head Office, and Major Competitors
Table 20. American Software, Inc. Major Business
Table 21. American Software, Inc. AI-based Raw Material Sourcing Optimization Product and Solutions
Table 22. American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 23. American Software, Inc. Recent Developments and Future Plans
Table 24. Kinaxis Company Information, Head Office, and Major Competitors
Table 25. Kinaxis Major Business
Table 26. Kinaxis AI-based Raw Material Sourcing Optimization Product and Solutions
Table 27. Kinaxis AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 28. Kinaxis Recent Developments and Future Plans
Table 29. Blue Yonder Company Information, Head Office, and Major Competitors
Table 30. Blue Yonder Major Business
Table 31. Blue Yonder AI-based Raw Material Sourcing Optimization Product and Solutions
Table 32. Blue Yonder AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 33. Blue Yonder Recent Developments and Future Plans
Table 34. SAP Company Information, Head Office, and Major Competitors
Table 35. SAP Major Business
Table 36. SAP AI-based Raw Material Sourcing Optimization Product and Solutions
Table 37. SAP AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 38. SAP Recent Developments and Future Plans
Table 39. Intellinum Company Information, Head Office, and Major Competitors
Table 40. Intellinum Major Business
Table 41. Intellinum AI-based Raw Material Sourcing Optimization Product and Solutions
Table 42. Intellinum AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 43. Intellinum Recent Developments and Future Plans
Table 44. Alpha Augmented Services AG Company Information, Head Office, and Major Competitors
Table 45. Alpha Augmented Services AG Major Business
Table 46. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product and Solutions
Table 47. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 48. Alpha Augmented Services AG Recent Developments and Future Plans
Table 49. ToolsGroup Company Information, Head Office, and Major Competitors
Table 50. ToolsGroup Major Business
Table 51. ToolsGroup AI-based Raw Material Sourcing Optimization Product and Solutions
Table 52. ToolsGroup AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 53. ToolsGroup Recent Developments and Future Plans
Table 54. RightChain Healthcare Company Information, Head Office, and Major Competitors
Table 55. RightChain Healthcare Major Business
Table 56. RightChain Healthcare AI-based Raw Material Sourcing Optimization Product and Solutions
Table 57. RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 58. RightChain Healthcare Recent Developments and Future Plans
Table 59. QAD Company Information, Head Office, and Major Competitors
Table 60. QAD Major Business
Table 61. QAD AI-based Raw Material Sourcing Optimization Product and Solutions
Table 62. QAD AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 63. QAD Recent Developments and Future Plans
Table 64. Inspur Information Company Information, Head Office, and Major Competitors
Table 65. Inspur Information Major Business
Table 66. Inspur Information AI-based Raw Material Sourcing Optimization Product and Solutions
Table 67. Inspur Information AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 68. Inspur Information Recent Developments and Future Plans
Table 69. Neo Tangent Company Information, Head Office, and Major Competitors
Table 70. Neo Tangent Major Business
Table 71. Neo Tangent AI-based Raw Material Sourcing Optimization Product and Solutions
Table 72. Neo Tangent AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 73. Neo Tangent Recent Developments and Future Plans
Table 74. Global AI-based Raw Material Sourcing Optimization Revenue (USD Million) by Players (2020-2025)
Table 75. Global AI-based Raw Material Sourcing Optimization Revenue Share by Players (2020-2025)
Table 76. Breakdown of AI-based Raw Material Sourcing Optimization by Company Type (Tier 1, Tier 2, and Tier 3)
Table 77. Market Position of Players in AI-based Raw Material Sourcing Optimization, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2024
Table 78. Head Office of Key AI-based Raw Material Sourcing Optimization Players
Table 79. AI-based Raw Material Sourcing Optimization Market: Company Product Type Footprint
Table 80. AI-based Raw Material Sourcing Optimization Market: Company Product Application Footprint
Table 81. AI-based Raw Material Sourcing Optimization New Market Entrants and Barriers to Market Entry
Table 82. AI-based Raw Material Sourcing Optimization Mergers, Acquisition, Agreements, and Collaborations
Table 83. Global AI-based Raw Material Sourcing Optimization Consumption Value (USD Million) by Type (2020-2025)
Table 84. Global AI-based Raw Material Sourcing Optimization Consumption Value Share by Type (2020-2025)
Table 85. Global AI-based Raw Material Sourcing Optimization Consumption Value Forecast by Type (2026-2031)
Table 86. Global AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025)
Table 87. Global AI-based Raw Material Sourcing Optimization Consumption Value Forecast by Application (2026-2031)
Table 88. North America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 89. North America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 90. North America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 91. North America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 92. North America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 93. North America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 94. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 95. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 96. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 97. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 98. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 99. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 100. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 101. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 102. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 103. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 104. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Region (2020-2025) & (USD Million)
Table 105. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Region (2026-2031) & (USD Million)
Table 106. South America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 107. South America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 108. South America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 109. South America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 110. South America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 111. South America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 112. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 113. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 114. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 115. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 116. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 117. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 118. Global Key Players of AI-based Raw Material Sourcing Optimization Upstream (Raw Materials)
Table 119. Global AI-based Raw Material Sourcing Optimization Typical Customers
Table 1. Global AI-based Raw Material Sourcing Optimization Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Table 2. Global AI-based Raw Material Sourcing Optimization Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Table 3. Global AI-based Raw Material Sourcing Optimization Consumption Value by Region (2020-2025) & (USD Million)
Table 4. Global AI-based Raw Material Sourcing Optimization Consumption Value by Region (2026-2031) & (USD Million)
Table 5. Amazon Company Information, Head Office, and Major Competitors
Table 6. Amazon Major Business
Table 7. Amazon AI-based Raw Material Sourcing Optimization Product and Solutions
Table 8. Amazon AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 9. Amazon Recent Developments and Future Plans
Table 10. IBM Company Information, Head Office, and Major Competitors
Table 11. IBM Major Business
Table 12. IBM AI-based Raw Material Sourcing Optimization Product and Solutions
Table 13. IBM AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 14. IBM Recent Developments and Future Plans
Table 15. FedEx Company Information, Head Office, and Major Competitors
Table 16. FedEx Major Business
Table 17. FedEx AI-based Raw Material Sourcing Optimization Product and Solutions
Table 18. FedEx AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 19. American Software, Inc. Company Information, Head Office, and Major Competitors
Table 20. American Software, Inc. Major Business
Table 21. American Software, Inc. AI-based Raw Material Sourcing Optimization Product and Solutions
Table 22. American Software, Inc. AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 23. American Software, Inc. Recent Developments and Future Plans
Table 24. Kinaxis Company Information, Head Office, and Major Competitors
Table 25. Kinaxis Major Business
Table 26. Kinaxis AI-based Raw Material Sourcing Optimization Product and Solutions
Table 27. Kinaxis AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 28. Kinaxis Recent Developments and Future Plans
Table 29. Blue Yonder Company Information, Head Office, and Major Competitors
Table 30. Blue Yonder Major Business
Table 31. Blue Yonder AI-based Raw Material Sourcing Optimization Product and Solutions
Table 32. Blue Yonder AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 33. Blue Yonder Recent Developments and Future Plans
Table 34. SAP Company Information, Head Office, and Major Competitors
Table 35. SAP Major Business
Table 36. SAP AI-based Raw Material Sourcing Optimization Product and Solutions
Table 37. SAP AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 38. SAP Recent Developments and Future Plans
Table 39. Intellinum Company Information, Head Office, and Major Competitors
Table 40. Intellinum Major Business
Table 41. Intellinum AI-based Raw Material Sourcing Optimization Product and Solutions
Table 42. Intellinum AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 43. Intellinum Recent Developments and Future Plans
Table 44. Alpha Augmented Services AG Company Information, Head Office, and Major Competitors
Table 45. Alpha Augmented Services AG Major Business
Table 46. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Product and Solutions
Table 47. Alpha Augmented Services AG AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 48. Alpha Augmented Services AG Recent Developments and Future Plans
Table 49. ToolsGroup Company Information, Head Office, and Major Competitors
Table 50. ToolsGroup Major Business
Table 51. ToolsGroup AI-based Raw Material Sourcing Optimization Product and Solutions
Table 52. ToolsGroup AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 53. ToolsGroup Recent Developments and Future Plans
Table 54. RightChain Healthcare Company Information, Head Office, and Major Competitors
Table 55. RightChain Healthcare Major Business
Table 56. RightChain Healthcare AI-based Raw Material Sourcing Optimization Product and Solutions
Table 57. RightChain Healthcare AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 58. RightChain Healthcare Recent Developments and Future Plans
Table 59. QAD Company Information, Head Office, and Major Competitors
Table 60. QAD Major Business
Table 61. QAD AI-based Raw Material Sourcing Optimization Product and Solutions
Table 62. QAD AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 63. QAD Recent Developments and Future Plans
Table 64. Inspur Information Company Information, Head Office, and Major Competitors
Table 65. Inspur Information Major Business
Table 66. Inspur Information AI-based Raw Material Sourcing Optimization Product and Solutions
Table 67. Inspur Information AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 68. Inspur Information Recent Developments and Future Plans
Table 69. Neo Tangent Company Information, Head Office, and Major Competitors
Table 70. Neo Tangent Major Business
Table 71. Neo Tangent AI-based Raw Material Sourcing Optimization Product and Solutions
Table 72. Neo Tangent AI-based Raw Material Sourcing Optimization Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 73. Neo Tangent Recent Developments and Future Plans
Table 74. Global AI-based Raw Material Sourcing Optimization Revenue (USD Million) by Players (2020-2025)
Table 75. Global AI-based Raw Material Sourcing Optimization Revenue Share by Players (2020-2025)
Table 76. Breakdown of AI-based Raw Material Sourcing Optimization by Company Type (Tier 1, Tier 2, and Tier 3)
Table 77. Market Position of Players in AI-based Raw Material Sourcing Optimization, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2024
Table 78. Head Office of Key AI-based Raw Material Sourcing Optimization Players
Table 79. AI-based Raw Material Sourcing Optimization Market: Company Product Type Footprint
Table 80. AI-based Raw Material Sourcing Optimization Market: Company Product Application Footprint
Table 81. AI-based Raw Material Sourcing Optimization New Market Entrants and Barriers to Market Entry
Table 82. AI-based Raw Material Sourcing Optimization Mergers, Acquisition, Agreements, and Collaborations
Table 83. Global AI-based Raw Material Sourcing Optimization Consumption Value (USD Million) by Type (2020-2025)
Table 84. Global AI-based Raw Material Sourcing Optimization Consumption Value Share by Type (2020-2025)
Table 85. Global AI-based Raw Material Sourcing Optimization Consumption Value Forecast by Type (2026-2031)
Table 86. Global AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025)
Table 87. Global AI-based Raw Material Sourcing Optimization Consumption Value Forecast by Application (2026-2031)
Table 88. North America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 89. North America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 90. North America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 91. North America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 92. North America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 93. North America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 94. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 95. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 96. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 97. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 98. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 99. Europe AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 100. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 101. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 102. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 103. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 104. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Region (2020-2025) & (USD Million)
Table 105. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value by Region (2026-2031) & (USD Million)
Table 106. South America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 107. South America AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 108. South America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 109. South America AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 110. South America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 111. South America AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 112. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Type (2020-2025) & (USD Million)
Table 113. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Type (2026-2031) & (USD Million)
Table 114. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Application (2020-2025) & (USD Million)
Table 115. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Application (2026-2031) & (USD Million)
Table 116. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Country (2020-2025) & (USD Million)
Table 117. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value by Country (2026-2031) & (USD Million)
Table 118. Global Key Players of AI-based Raw Material Sourcing Optimization Upstream (Raw Materials)
Table 119. Global AI-based Raw Material Sourcing Optimization Typical Customers
LIST OF FIGURES
Figure 1. AI-based Raw Material Sourcing Optimization Picture
Figure 2. Global AI-based Raw Material Sourcing Optimization Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Figure 3. Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type in 2024
Figure 4. Demand Forecasting and Inventory Management
Figure 5. Supplier Selection and Evaluation
Figure 6. Logistics and Transportation Optimization
Figure 7. Resource Allocation and Quality Control
Figure 8. Automated Procurement Process
Figure 9. Others
Figure 10. Global AI-based Raw Material Sourcing Optimization Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Figure 11. AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application in 2024
Figure 12. Metals and Mining Picture
Figure 13. Manufacturing Picture
Figure 14. Agriculture Picture
Figure 15. Food Processing Picture
Figure 16. Textiles and Clothing Picture
Figure 17. Pharmaceuticals Picture
Figure 18. Other Picture
Figure 19. Global AI-based Raw Material Sourcing Optimization Consumption Value, (USD Million): 2020 & 2024 & 2031
Figure 20. Global AI-based Raw Material Sourcing Optimization Consumption Value and Forecast (2020-2031) & (USD Million)
Figure 21. Global Market AI-based Raw Material Sourcing Optimization Consumption Value (USD Million) Comparison by Region (2020 VS 2024 VS 2031)
Figure 22. Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Region (2020-2031)
Figure 23. Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Region in 2024
Figure 24. North America AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 25. Europe AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 26. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 27. South America AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 28. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 29. Company Three Recent Developments and Future Plans
Figure 30. Global AI-based Raw Material Sourcing Optimization Revenue Share by Players in 2024
Figure 31. AI-based Raw Material Sourcing Optimization Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2024
Figure 32. Market Share of AI-based Raw Material Sourcing Optimization by Player Revenue in 2024
Figure 33. Top 3 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
Figure 34. Top 6 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
Figure 35. Global AI-based Raw Material Sourcing Optimization Consumption Value Share by Type (2020-2025)
Figure 36. Global AI-based Raw Material Sourcing Optimization Market Share Forecast by Type (2026-2031)
Figure 37. Global AI-based Raw Material Sourcing Optimization Consumption Value Share by Application (2020-2025)
Figure 38. Global AI-based Raw Material Sourcing Optimization Market Share Forecast by Application (2026-2031)
Figure 39. North America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 40. North America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 41. North America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 42. United States AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 43. Canada AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 44. Mexico AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 45. Europe AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 46. Europe AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 47. Europe AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 48. Germany AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 49. France AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 50. United Kingdom AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 51. Russia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 52. Italy AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 53. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 54. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 55. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Region (2020-2031)
Figure 56. China AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 57. Japan AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 58. South Korea AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 59. India AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 60. Southeast Asia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 61. Australia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 62. South America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 63. South America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 64. South America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 65. Brazil AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 66. Argentina AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 67. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 68. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 69. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 70. Turkey AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 71. Saudi Arabia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 72. UAE AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 73. AI-based Raw Material Sourcing Optimization Market Drivers
Figure 74. AI-based Raw Material Sourcing Optimization Market Restraints
Figure 75. AI-based Raw Material Sourcing Optimization Market Trends
Figure 76. Porters Five Forces Analysis
Figure 77. AI-based Raw Material Sourcing Optimization Industrial Chain
Figure 78. Methodology
Figure 79. Research Process and Data Source
Figure 1. AI-based Raw Material Sourcing Optimization Picture
Figure 2. Global AI-based Raw Material Sourcing Optimization Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Figure 3. Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type in 2024
Figure 4. Demand Forecasting and Inventory Management
Figure 5. Supplier Selection and Evaluation
Figure 6. Logistics and Transportation Optimization
Figure 7. Resource Allocation and Quality Control
Figure 8. Automated Procurement Process
Figure 9. Others
Figure 10. Global AI-based Raw Material Sourcing Optimization Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Figure 11. AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application in 2024
Figure 12. Metals and Mining Picture
Figure 13. Manufacturing Picture
Figure 14. Agriculture Picture
Figure 15. Food Processing Picture
Figure 16. Textiles and Clothing Picture
Figure 17. Pharmaceuticals Picture
Figure 18. Other Picture
Figure 19. Global AI-based Raw Material Sourcing Optimization Consumption Value, (USD Million): 2020 & 2024 & 2031
Figure 20. Global AI-based Raw Material Sourcing Optimization Consumption Value and Forecast (2020-2031) & (USD Million)
Figure 21. Global Market AI-based Raw Material Sourcing Optimization Consumption Value (USD Million) Comparison by Region (2020 VS 2024 VS 2031)
Figure 22. Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Region (2020-2031)
Figure 23. Global AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Region in 2024
Figure 24. North America AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 25. Europe AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 26. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 27. South America AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 28. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 29. Company Three Recent Developments and Future Plans
Figure 30. Global AI-based Raw Material Sourcing Optimization Revenue Share by Players in 2024
Figure 31. AI-based Raw Material Sourcing Optimization Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2024
Figure 32. Market Share of AI-based Raw Material Sourcing Optimization by Player Revenue in 2024
Figure 33. Top 3 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
Figure 34. Top 6 AI-based Raw Material Sourcing Optimization Players Market Share in 2024
Figure 35. Global AI-based Raw Material Sourcing Optimization Consumption Value Share by Type (2020-2025)
Figure 36. Global AI-based Raw Material Sourcing Optimization Market Share Forecast by Type (2026-2031)
Figure 37. Global AI-based Raw Material Sourcing Optimization Consumption Value Share by Application (2020-2025)
Figure 38. Global AI-based Raw Material Sourcing Optimization Market Share Forecast by Application (2026-2031)
Figure 39. North America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 40. North America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 41. North America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 42. United States AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 43. Canada AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 44. Mexico AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 45. Europe AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 46. Europe AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 47. Europe AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 48. Germany AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 49. France AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 50. United Kingdom AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 51. Russia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 52. Italy AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 53. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 54. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 55. Asia-Pacific AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Region (2020-2031)
Figure 56. China AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 57. Japan AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 58. South Korea AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 59. India AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 60. Southeast Asia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 61. Australia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 62. South America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 63. South America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 64. South America AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 65. Brazil AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 66. Argentina AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 67. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Type (2020-2031)
Figure 68. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Application (2020-2031)
Figure 69. Middle East & Africa AI-based Raw Material Sourcing Optimization Consumption Value Market Share by Country (2020-2031)
Figure 70. Turkey AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 71. Saudi Arabia AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 72. UAE AI-based Raw Material Sourcing Optimization Consumption Value (2020-2031) & (USD Million)
Figure 73. AI-based Raw Material Sourcing Optimization Market Drivers
Figure 74. AI-based Raw Material Sourcing Optimization Market Restraints
Figure 75. AI-based Raw Material Sourcing Optimization Market Trends
Figure 76. Porters Five Forces Analysis
Figure 77. AI-based Raw Material Sourcing Optimization Industrial Chain
Figure 78. Methodology
Figure 79. Research Process and Data Source
