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. Market Dynamics
5.1.1. Market Drivers
5.1.2. Market Restraints
5.1.3. Market Opportunities
5.2. Porter’s Five Forces Analysis
5.2.1. Bargaining power of suppliers
5.2.2. Bargaining power of buyers
5.2.3. Threat of substitute
5.2.4. Threat of new entrants
5.2.5. Degree of competition
6.1.1. Company Market Share/Positioning Analysis
6.1.2. Key Strategies Adopted by Players
6.1.3. Vendor Landscape
6.1.3.1. List of Suppliers
6.1.3.2. List of Buyers
7.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by Technology
7.1.1. Machine Learning Platforms
7.1.1.1. Market Revenue and Volume Forecast
7.1.2. Natural Language Processing (NLP)
7.1.2.1. Market Revenue and Volume Forecast
7.1.3. Computer Vision
7.1.3.1. Market Revenue and Volume Forecast
7.1.4. Speech Recognition & Voice Processing
7.1.4.1. Market Revenue and Volume Forecast
7.1.5. Deep Learning Platforms
7.1.5.1. Market Revenue and Volume Forecast
7.1.5. Reinforcement Learning
7.1.5.1. Market Revenue and Volume Forecast
7.1.5. Others
7.1.5.1. Market Revenue and Volume Forecast
8.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by Deployment Mode
8.1.1. Cloud-Based
8.1.1.1. Market Revenue and Volume Forecast
8.1.2. On-Premise
8.1.2.1. Market Revenue and Volume Forecast
8.1.3. Hybrid
8.1.3.1. Market Revenue and Volume Forecast
8.1.4. Others
8.1.4.1. Market Revenue and Volume Forecast
9.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by Component
9.1.1. Software Tools & SDKs
9.1.1.1. Market Revenue and Volume Forecast
9.1.2. Application Programming Interfaces (APIs)
9.1.2.1. Market Revenue and Volume Forecast
9.1.3. Model Training & Deployment Infrastructure
9.1.3.1. Market Revenue and Volume Forecast
9.1.4. Data Preparation & Annotation Tools
9.1.4.1. Market Revenue and Volume Forecast
9.1.5. Others
9.1.5.1. Market Revenue and Volume Forecast
10.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by Functionality
10.1.1. Model Development (Training & Validation)
10.1.1.1. Market Revenue and Volume Forecast
10.1.2. Model Deployment & Inference
10.1.2.1. Market Revenue and Volume Forecast
10.1.3. Data Engineering & ETL
10.1.3.1. Market Revenue and Volume Forecast
10.1.4. Model Monitoring & Governance
10.1.4.1. Market Revenue and Volume Forecast
10.1.5. AutoML / No-code AI Builders
10.1.5.1. Market Revenue and Volume Forecast
10.1.6. Others
10.1.6.1. Market Revenue and Volume Forecast
11.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by Application
11.1.1. Predictive Analytics
11.1.1.1. Market Revenue and Volume Forecast
11.1.2. Natural Language Understanding (Chatbots, Virtual Assistants)
11.1.2.1. Market Revenue and Volume Forecast
11.1.3. Image/Video Analysis
11.1.3.1. Market Revenue and Volume Forecast
11.1.4. Speech Analytics
11.1.4.1. Market Revenue and Volume Forecast
11.1.5. Recommendation Engines
11.1.5.1. Market Revenue and Volume Forecast
11.1.5. Others
11.1.5.1. Market Revenue and Volume Forecast
12.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by End Use Industry
12.1.1. Healthcare & Life Sciences
12.1.1.1. Market Revenue and Volume Forecast
12.1.2. Banking, Financial Services & Insurance (BFSI)
12.1.2.1. Market Revenue and Volume Forecast
12.1.3. Retail & E-Commerce
12.1.3.1. Market Revenue and Volume Forecast
12.1.4. Manufacturing
12.1.4.1. Market Revenue and Volume Forecast
12.1.5. Transportation & Logistics
12.1.5.1. Market Revenue and Volume Forecast
12.1.6. IT & Telecom
12.1.6.1. Market Revenue and Volume Forecast
12.1.7. Media & Entertainment
12.1.7.1. Market Revenue and Volume Forecast
12.1.8. Energy & Utilities
12.1.8.1. Market Revenue and Volume Forecast
12.1.9. Government & Defense
12.1.9.1. Market Revenue and Volume Forecast
12.1.10. Others
12.1.10.1. Market Revenue and Volume Forecast
13.1. Artificial Intelligence (AI) Software Platform Market Revenue and Volume, by Enterprise Size
13.1.1. Large Enterprises
13.1.1.1. Market Revenue and Volume Forecast
13.1.2. Small & Medium Enterprises (SMEs)
13.1.2.1. Market Revenue and Volume Forecast
13.1.3. Others
13.1.3.1. Market Revenue and Volume Forecast
14.1. North America
14.1.1. Market Revenue and Volume Forecast, by Technology
14.1.2. Market Revenue and Volume Forecast, by Deployment Mode
14.1.3. Market Revenue and Volume Forecast, by Component
14.1.4. Market Revenue and Volume Forecast, by Functionality
14.1.5. Market Revenue and Volume Forecast, by Application
14.1.6. Market Revenue and Volume Forecast, by Enterprise Size
14.1.7. Market Revenue and Volume Forecast, by End Use Industry
14.1.8. U.S.
14.1.8.1. Market Revenue and Volume Forecast, by Technology
14.1.8.2. Market Revenue and Volume Forecast, by Deployment Mode
14.1.8.3. Market Revenue and Volume Forecast, by Component
14.1.8.4. Market Revenue and Volume Forecast, by Functionality
14.1.8.5. Market Revenue and Volume Forecast, by Application
14.1.8.6. Market Revenue and Volume Forecast, by Enterprise Size
14.1.8.7. Market Revenue and Volume Forecast, by End Use Industry
14.1.9. Rest of North America
14.1.9.1. Market Revenue and Volume Forecast, by Technology
14.1.9.2. Market Revenue and Volume Forecast, by Deployment Mode
14.1.9.3. Market Revenue and Volume Forecast, by Component
14.1.9.4. Market Revenue and Volume Forecast, by Functionality
14.1.9.5. Market Revenue and Volume Forecast, by Application
14.1.9.6. Market Revenue and Volume Forecast, by Enterprise Size
14.1.9.7. Market Revenue and Volume Forecast, by End Use Industry
14.2. Europe
14.2.1. Market Revenue and Volume Forecast, by Technology
14.2.2. Market Revenue and Volume Forecast, by Deployment Mode
14.2.3. Market Revenue and Volume Forecast, by Component
14.2.4. Market Revenue and Volume Forecast, by Functionality
14.2.5. Market Revenue and Volume Forecast, by Application
14.2.6. Market Revenue and Volume Forecast, by Enterprise Size
14.2.7. Market Revenue and Volume Forecast, by End Use Industry
14.2.8. UK
14.2.8.1. Market Revenue and Volume Forecast, by Technology
14.2.8.2. Market Revenue and Volume Forecast, by Deployment Mode
14.2.8.3. Market Revenue and Volume Forecast, by Component
14.2.8.4. Market Revenue and Volume Forecast, by Functionality
14.2.8.5. Market Revenue and Volume Forecast, by Application
14.2.8.6. Market Revenue and Volume Forecast, by Enterprise Size
14.2.8.7. Market Revenue and Volume Forecast, by End Use Industry
14.2.9. Germany
14.2.9.1. Market Revenue and Volume Forecast, by Technology
14.2.9.2. Market Revenue and Volume Forecast, by Deployment Mode
14.2.9.3. Market Revenue and Volume Forecast, by Component
14.2.9.4. Market Revenue and Volume Forecast, by Functionality
14.2.9.5. Market Revenue and Volume Forecast, by Application
14.2.9.6. Market Revenue and Volume Forecast, by Enterprise Size
14.2.9.7. Market Revenue and Volume Forecast, by End Use Industry
14.2.10. France
14.2.10.1. Market Revenue and Volume Forecast, by Technology
14.2.10.2. Market Revenue and Volume Forecast, by Deployment Mode
14.2.10.3. Market Revenue and Volume Forecast, by Component
14.2.10.4. Market Revenue and Volume Forecast, by Functionality
14.2.10.5. Market Revenue and Volume Forecast, by Application
14.2.10.6. Market Revenue and Volume Forecast, by Enterprise Size
14.2.10.7. Market Revenue and Volume Forecast, by End Use Industry
14.2.11. Rest of Europe
14.2.11.1. Market Revenue and Volume Forecast, by Technology
14.2.11.2. Market Revenue and Volume Forecast, by Deployment Mode
14.2.11.3. Market Revenue and Volume Forecast, by Component
14.2.11.4. Market Revenue and Volume Forecast, by Functionality
14.2.11.5. Market Revenue and Volume Forecast, by Application
14.2.11.6. Market Revenue and Volume Forecast, by Enterprise Size
14.2.11.7. Market Revenue and Volume Forecast, by End Use Industry
14.3. APAC
14.3.1. Market Revenue and Volume Forecast, by Technology
14.3.2. Market Revenue and Volume Forecast, by Deployment Mode
14.3.3. Market Revenue and Volume Forecast, by Component
14.3.4. Market Revenue and Volume Forecast, by Functionality
14.3.5. Market Revenue and Volume Forecast, by Application
14.3.6. Market Revenue and Volume Forecast, by Enterprise Size
14.3.7. Market Revenue and Volume Forecast, by End Use Industry
14.3.8. India
14.3.8.1. Market Revenue and Volume Forecast, by Technology
14.3.8.2. Market Revenue and Volume Forecast, by Deployment Mode
14.3.8.3. Market Revenue and Volume Forecast, by Component
14.3.8.4. Market Revenue and Volume Forecast, by Functionality
14.3.8.5. Market Revenue and Volume Forecast, by Application
14.3.8.6. Market Revenue and Volume Forecast, by Enterprise Size
14.3.8.7. Market Revenue and Volume Forecast, by End Use Industry
14.3.9. China
14.3.9.1. Market Revenue and Volume Forecast, by Technology
14.3.9.2. Market Revenue and Volume Forecast, by Deployment Mode
14.3.9.3. Market Revenue and Volume Forecast, by Component
14.3.9.4. Market Revenue and Volume Forecast, by Functionality
14.3.9.5. Market Revenue and Volume Forecast, by Application
14.3.9.6. Market Revenue and Volume Forecast, by Enterprise Size
14.3.9.7. Market Revenue and Volume Forecast, by End Use Industry
14.3.10. Japan
14.3.10.1. Market Revenue and Volume Forecast, by Technology
14.3.10.2. Market Revenue and Volume Forecast, by Deployment Mode
14.3.10.3. Market Revenue and Volume Forecast, by Component
14.3.10.4. Market Revenue and Volume Forecast, by Functionality
14.3.10.5. Market Revenue and Volume Forecast, by Application
14.3.10.6. Market Revenue and Volume Forecast, by Enterprise Size
14.3.10.7. Market Revenue and Volume Forecast, by End Use Industry
14.3.11. Rest of APAC
14.3.11.1. Market Revenue and Volume Forecast, by Technology
14.3.11.2. Market Revenue and Volume Forecast, by Deployment Mode
14.3.11.3. Market Revenue and Volume Forecast, by Component
14.3.11.4. Market Revenue and Volume Forecast, by Functionality
14.3.11.5. Market Revenue and Volume Forecast, by Application
14.3.11.6. Market Revenue and Volume Forecast, by Enterprise Size
14.3.11.7. Market Revenue and Volume Forecast, by End Use Industry
14.4. MEA
14.4.1. Market Revenue and Volume Forecast, by Technology
14.4.2. Market Revenue and Volume Forecast, by Deployment Mode
14.4.3. Market Revenue and Volume Forecast, by Component
14.4.4. Market Revenue and Volume Forecast, by Functionality
14.4.5. Market Revenue and Volume Forecast, by Application
14.4.6. Market Revenue and Volume Forecast, by Enterprise Size
14.4.7. Market Revenue and Volume Forecast, by End Use Industry
14.4.8. GCC
14.4.8.1. Market Revenue and Volume Forecast, by Technology
14.4.8.2. Market Revenue and Volume Forecast, by Deployment Mode
14.4.8.3. Market Revenue and Volume Forecast, by Component
14.4.8.4. Market Revenue and Volume Forecast, by Functionality
14.4.8.5. Market Revenue and Volume Forecast, by Application
14.4.8.6. Market Revenue and Volume Forecast, by Enterprise Size
14.4.8.7. Market Revenue and Volume Forecast, by End Use Industry
14.4.9. North Africa
14.4.9.1. Market Revenue and Volume Forecast, by Technology
14.4.9.2. Market Revenue and Volume Forecast, by Deployment Mode
14.4.9.3. Market Revenue and Volume Forecast, by Component
14.4.9.4. Market Revenue and Volume Forecast, by Functionality
14.4.9.5. Market Revenue and Volume Forecast, by Application
14.4.9.6. Market Revenue and Volume Forecast, by Enterprise Size
14.4.9.7. Market Revenue and Volume Forecast, by End Use Industry
14.4.10. South Africa
14.4.10.1. Market Revenue and Volume Forecast, by Technology
14.4.10.2. Market Revenue and Volume Forecast, by Deployment Mode
14.4.10.3. Market Revenue and Volume Forecast, by Component
14.4.10.4. Market Revenue and Volume Forecast, by Functionality
14.4.10.5. Market Revenue and Volume Forecast, by Application
14.4.10.6. Market Revenue and Volume Forecast, by Enterprise Size
14.4.10.7. Market Revenue and Volume Forecast, by End Use Industry
14.4.11. Rest of MEA
14.4.11.1. Market Revenue and Volume Forecast, by Technology
14.4.11.2. Market Revenue and Volume Forecast, by Deployment Mode
14.4.11.3. Market Revenue and Volume Forecast, by Component
14.4.11.4. Market Revenue and Volume Forecast, by Functionality
14.4.11.5. Market Revenue and Volume Forecast, by Application
14.4.11.6. Market Revenue and Volume Forecast, by Enterprise Size
14.4.11.7. Market Revenue and Volume Forecast, by End Use Industry
14.5. Latin America
14.5.1. Market Revenue and Volume Forecast, by Technology
14.5.2. Market Revenue and Volume Forecast, by Deployment Mode
14.5.3. Market Revenue and Volume Forecast, by Component
14.5.4. Market Revenue and Volume Forecast, by Functionality
14.5.5. Market Revenue and Volume Forecast, by Application
14.5.6. Market Revenue and Volume Forecast, by Enterprise Size
14.5.7. Market Revenue and Volume Forecast, by End Use Industry
14.5.8. Brazil
14.5.8.1. Market Revenue and Volume Forecast, by Technology
14.5.8.2. Market Revenue and Volume Forecast, by Deployment Mode
14.5.8.3. Market Revenue and Volume Forecast, by Component
14.5.8.4. Market Revenue and Volume Forecast, by Functionality
14.5.8.5. Market Revenue and Volume Forecast, by Application
14.5.8.6. Market Revenue and Volume Forecast, by Enterprise Size
14.5.8.7. Market Revenue and Volume Forecast, by End Use Industry
14.5.9. Rest of LATAM
14.5.9.1. Market Revenue and Volume Forecast, by Technology
14.5.9.2. Market Revenue and Volume Forecast, by Deployment Mode
14.5.9.3. Market Revenue and Volume Forecast, by Component
14.5.9.4. Market Revenue and Volume Forecast, by Functionality
14.5.9.5. Market Revenue and Volume Forecast, by Application
14.5.9.6. Market Revenue and Volume Forecast, by Enterprise Size
14.5.9.7. Market Revenue and Volume Forecast, by End Use Industry
15.1. Adobe Inc.
15.1.1. Company Overview
15.1.2. Product Offerings
15.1.3. Financial Performance
15.1.4. Recent Initiatives
15.2. Amazon Web Services (AWS)
15.2.1. Company Overview
15.2.2. Product Offerings
15.2.3. Financial Performance
15.2.4. Recent Initiatives
15.3. Baidu Inc.
15.3.1. Company Overview
15.3.2. Product Offerings
15.3.3. Financial Performance
15.3.4. Recent Initiatives
15.4. C3.ai
15.4.1. Company Overview
15.4.2. Product Offerings
15.4.3. Financial Performance
15.4.4. Recent Initiatives
15.5. DataRobot
15.5.1. Company Overview
15.5.2. Product Offerings
15.5.3. Financial Performance
15.5.4. Recent Initiatives
15.6. Google LLC (Google Cloud AI Platform)
15.6.1. Company Overview
15.6.2. Product Offerings
15.6.3. Financial Performance
15.6.4. Recent Initiatives
15.7. H2O.ai
15.7.1. Company Overview
15.7.2. Product Offerings
15.7.3. Financial Performance
15.7.4. Recent Initiatives
15.8. Hewlett-Packard Enterprise (HPE)
15.8.1. Company Overview
15.8.2. Product Offerings
15.8.3. Financial Performance
15.8.4. Recent Initiatives
15.9. IBM Corporation (Watson Studio)
15.9.1. Company Overview
15.9.2. Product Offerings
15.9.3. Financial Performance
15.9.4. Recent Initiatives
15.10. Intel Corporation
15.10.1. Company Overview
15.10.2. Product Offerings
15.10.3. Financial Performance
15.10.4. Recent Initiatives
16.1. Primary Research
16.2. Secondary Research
16.3. Assumptions
17.1. About Us
17.2. Glossary of Terms
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