1.1. Research Objective
1.2. Scope of the Study
1.3. Definition
2.1. Research Approach
2.2. Data Sources
2.3. Assumptions & Limitations
3.1. Market Snapshot
4.1. Introduction
4.2. Market Classification and Scope
4.3. Industry Value Chain Analysis
4.3.1. Raw Material Procurement Analysis
4.3.2. Sales and Distribution Channel Analysis
4.3.3. Downstream Buyer Analysis
5.1. COVID-19 Landscape: AI in Procurement Industry Impact
5.2. COVID 19 - Impact Assessment for the Industry
5.3. COVID 19 Impact: Global Major Government Policy
5.4. Market Trends and Opportunities in the COVID-19 Landscape
6.1. Market Dynamics
6.1.1. Market Drivers
6.1.2. Market Restraints
6.1.3. Market Opportunities
6.2. Porter’s Five Forces Analysis
6.2.1. Bargaining power of suppliers
6.2.2. Bargaining power of buyers
6.2.3. Threat of substitute
6.2.4. Threat of new entrants
6.2.5. Degree of competition
7.1.1. Company Market Share/Positioning Analysis
7.1.2. Key Strategies Adopted by Players
7.1.3. Vendor Landscape
7.1.3.1. List of Suppliers
7.1.3.2. List of Buyers
8.1. AI in Procurement Market, by Component Type
8.1.1. Software
8.1.1.1. Market Revenue and Forecast
8.1.2. Services
8.1.2.1. Market Revenue and Forecast
9.1. AI in Procurement Market, by Deployment Type
9.1.1. Cloud-Based
9.1.1.1. Market Revenue and Forecast
9.1.2. On-Premise
9.1.2.1. Market Revenue and Forecast
10.1. AI in Procurement Market, by Technology Type
10.1.1. Machine Learning (ML)
10.1.1.1. Market Revenue and Forecast
10.1.2. Natural Language Processing (NLP)
10.1.2.1. Market Revenue and Forecast
10.1.3. Computer Vision & Others
10.1.3.1. Market Revenue and Forecast
11.1. AI in Procurement Market, by Application Type
11.1.1. Supplier Management/Identification
11.1.1.1. Market Revenue and Forecast
11.1.2. Risk Management / Predictive Analytics
11.1.2.1. Market Revenue and Forecast
11.1.3. Spend Analysis, Contract Management, Category Management
11.1.3.1. Market Revenue and Forecast
12.1. North America
12.1.1. Market Revenue and Forecast, by Component Type
12.1.2. Market Revenue and Forecast, by Deployment Type
12.1.3. Market Revenue and Forecast, by Technology Type
12.1.4. Market Revenue and Forecast, by Application Type
12.1.5. U.S.
12.1.5.1. Market Revenue and Forecast, by Component Type
12.1.5.2. Market Revenue and Forecast, by Deployment Type
12.1.5.3. Market Revenue and Forecast, by Technology Type
12.1.5.4. Market Revenue and Forecast, by Application Type
12.1.6. Rest of North America
12.1.6.1. Market Revenue and Forecast, by Component Type
12.1.6.2. Market Revenue and Forecast, by Deployment Type
12.1.6.3. Market Revenue and Forecast, by Technology Type
12.1.6.4. Market Revenue and Forecast, by Application Type
12.2. Europe
12.2.1. Market Revenue and Forecast, by Component Type
12.2.2. Market Revenue and Forecast, by Deployment Type
12.2.3. Market Revenue and Forecast, by Technology Type
12.2.4. Market Revenue and Forecast, by Application Type
12.2.5. UK
12.2.5.1. Market Revenue and Forecast, by Component Type
12.2.5.2. Market Revenue and Forecast, by Deployment Type
12.2.5.3. Market Revenue and Forecast, by Technology Type
12.2.5.4. Market Revenue and Forecast, by Application Type
12.2.6. Germany
12.2.6.1. Market Revenue and Forecast, by Component Type
12.2.6.2. Market Revenue and Forecast, by Deployment Type
12.2.6.3. Market Revenue and Forecast, by Technology Type
12.2.6.4. Market Revenue and Forecast, by Application Type
12.2.7. France
12.2.7.1. Market Revenue and Forecast, by Component Type
12.2.7.2. Market Revenue and Forecast, by Deployment Type
12.2.7.3. Market Revenue and Forecast, by Technology Type
12.2.7.4. Market Revenue and Forecast, by Application Type
12.2.8. Rest of Europe
12.2.8.1. Market Revenue and Forecast, by Component Type
12.2.8.2. Market Revenue and Forecast, by Deployment Type
12.2.8.3. Market Revenue and Forecast, by Technology Type
12.2.8.4. Market Revenue and Forecast, by Application Type
12.3. APAC
12.3.1. Market Revenue and Forecast, by Component Type
12.3.2. Market Revenue and Forecast, by Deployment Type
12.3.3. Market Revenue and Forecast, by Technology Type
12.3.4. Market Revenue and Forecast, by Application Type
12.3.5. India
12.3.5.1. Market Revenue and Forecast, by Component Type
12.3.5.2. Market Revenue and Forecast, by Deployment Type
12.3.5.3. Market Revenue and Forecast, by Technology Type
12.3.5.4. Market Revenue and Forecast, by Application Type
12.3.6. China
12.3.6.1. Market Revenue and Forecast, by Component Type
12.3.6.2. Market Revenue and Forecast, by Deployment Type
12.3.6.3. Market Revenue and Forecast, by Technology Type
12.3.6.4. Market Revenue and Forecast, by Application Type
12.3.7. Japan
12.3.7.1. Market Revenue and Forecast, by Component Type
12.3.7.2. Market Revenue and Forecast, by Deployment Type
12.3.7.3. Market Revenue and Forecast, by Technology Type
12.3.7.4. Market Revenue and Forecast, by Application Type
12.3.8. Rest of APAC
12.3.8.1. Market Revenue and Forecast, by Component Type
12.3.8.2. Market Revenue and Forecast, by Deployment Type
12.3.8.3. Market Revenue and Forecast, by Technology Type
12.3.8.4. Market Revenue and Forecast, by Application Type
12.4. MEA
12.4.1. Market Revenue and Forecast, by Component Type
12.4.2. Market Revenue and Forecast, by Deployment Type
12.4.3. Market Revenue and Forecast, by Technology Type
12.4.4. Market Revenue and Forecast, by Application Type
12.4.5. GCC
12.4.5.1. Market Revenue and Forecast, by Component Type
12.4.5.2. Market Revenue and Forecast, by Deployment Type
12.4.5.3. Market Revenue and Forecast, by Technology Type
12.4.5.4. Market Revenue and Forecast, by Application Type
12.4.6. North Africa
12.4.6.1. Market Revenue and Forecast, by Component Type
12.4.6.2. Market Revenue and Forecast, by Deployment Type
12.4.6.3. Market Revenue and Forecast, by Technology Type
12.4.6.4. Market Revenue and Forecast, by Application Type
12.4.7. South Africa
12.4.7.1. Market Revenue and Forecast, by Component Type
12.4.7.2. Market Revenue and Forecast, by Deployment Type
12.4.7.3. Market Revenue and Forecast, by Technology Type
12.4.7.4. Market Revenue and Forecast, by Application Type
12.4.8. Rest of MEA
12.4.8.1. Market Revenue and Forecast, by Component Type
12.4.8.2. Market Revenue and Forecast, by Deployment Type
12.4.8.3. Market Revenue and Forecast, by Technology Type
12.4.8.4. Market Revenue and Forecast, by Application Type
12.5. Latin America
12.5.1. Market Revenue and Forecast, by Component Type
12.5.2. Market Revenue and Forecast, by Deployment Type
12.5.3. Market Revenue and Forecast, by Technology Type
12.5.4. Market Revenue and Forecast, by Application Type
12.5.5. Brazil
12.5.5.1. Market Revenue and Forecast, by Component Type
12.5.5.2. Market Revenue and Forecast, by Deployment Type
12.5.5.3. Market Revenue and Forecast, by Technology Type
12.5.5.4. Market Revenue and Forecast, by Application Type
12.5.6. Rest of LATAM
12.5.6.1. Market Revenue and Forecast, by Component Type
12.5.6.2. Market Revenue and Forecast, by Deployment Type
12.5.6.3. Market Revenue and Forecast, by Technology Type
12.5.6.4. Market Revenue and Forecast, by Application Type
13.1. SAP SE
13.1.1. Company Overview
13.1.2. Product Offerings
13.1.3. Financial Performance
13.1.4. Recent Initiatives
13.2. IBM Corporation
13.2.1. Company Overview
13.2.2. Product Offerings
13.2.3. Financial Performance
13.2.4. Recent Initiatives
13.3. Microsoft Corporation
13.3.1. Company Overview
13.3.2. Product Offerings
13.3.3. Financial Performance
13.3.4. Recent Initiatives
13.4. Oracle Corporation
13.4.1. Company Overview
13.4.2. Product Offerings
13.4.3. Financial Performance
13.4.4. Recent Initiatives
13.5. Coupa Software Inc.
13.5.1. Company Overview
13.5.2. Product Offerings
13.5.3. Financial Performance
13.5.4. Recent Initiatives
13.6. GEP Worldwide
13.6.1. Company Overview
13.6.2. Product Offerings
13.6.3. Financial Performance
13.6.4. Recent Initiatives
13.7. Basware Corporation
13.7.1. Company Overview
13.7.2. Product Offerings
13.7.3. Financial Performance
13.7.4. Recent Initiatives
13.8. Ivalua Inc.
13.8.1. Company Overview
13.8.2. Product Offerings
13.8.3. Financial Performance
13.8.4. Recent Initiatives
13.9. Jaggaer
13.9.1. Company Overview
13.9.2. Product Offerings
13.9.3. Financial Performance
13.9.4. Recent Initiatives
13.10. Zycus Inc.
13.10.1. Company Overview
13.10.2. Product Offerings
13.10.3. Financial Performance
13.10.4. Recent Initiatives
14.1. Primary Research
14.2. Secondary Research
14.3. Assumptions
15.1. About Us
15.2. Glossary of Terms
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