1. Executive Summary |
2. Global Artificial Intelligence Market Introduction |
2.1. Global Artificial Intelligence Market – Taxonomy |
2.2. Global Artificial Intelligence Market –Definitions |
2.2.1. By Offering |
2.2.2. By Technology |
2.2.3. By Deployment Mode |
2.2.4. By End User |
2.2.5. By Region |
3. Global Artificial Intelligence Market Dynamics |
3.1. Drivers |
3.2. Restraints |
3.3. Opportunities/Unmet Needs of the Market |
3.4. Trends |
3.5. Global Artificial Intelligence Market Dynamic Factors – Impact Analysis |
3.6. Global Artificial Intelligence Market – Competition Landscape |
4. Global Artificial Intelligence Market Analysis, 2017-2021 and Forecast, 2022-2028 |
4.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) |
4.3. Market Opportunity Analysis |
5. Global Artificial Intelligence Market, By Offering, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
5.1. Hardware |
5.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
5.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
5.1.3. Market Opportunity Analysis |
5.2. Software |
5.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
5.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
5.2.3. Market Opportunity Analysis |
5.3. Services |
5.3.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
5.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
5.3.3. Market Opportunity Analysis |
6. Global Artificial Intelligence Market, By Technology, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
6.1. Machine Learning |
6.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
6.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
6.1.3. Market Opportunity Analysis |
6.2. Natural Language Processing |
6.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
6.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
6.2.3. Market Opportunity Analysis |
6.3. Context-Aware Computing |
6.3.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
6.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
6.3.3. Market Opportunity Analysis |
6.4. Computer Vision |
6.4.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
6.4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
6.4.3. Market Opportunity Analysis |
7. Global Artificial Intelligence Market, By Deployment Mode, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
7.1. Cloud |
7.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
7.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.1.3. Market Opportunity Analysis |
7.2. On-premises |
7.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
7.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
7.2.3. Market Opportunity Analysis |
8. Global Artificial Intelligence Market, By End User, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.1. BFSI |
8.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.1.3. Market Opportunity Analysis |
8.2. Retail and eCommerce |
8.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.2.3. Market Opportunity Analysis |
8.3. Telecommunication and IT |
8.3.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.3.3. Market Opportunity Analysis |
8.4. Healthcare and Life Sciences |
8.4.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.4.3. Market Opportunity Analysis |
8.5. Automotive |
8.5.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.5.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.5.3. Market Opportunity Analysis |
8.6. Government and Defense |
8.6.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.6.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.6.3. Market Opportunity Analysis |
8.7. Manufacturing |
8.7.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
8.7.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
8.7.3. Market Opportunity Analysis |
9. Global Artificial Intelligence Market Forecast, By Region, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
9.1. North America |
9.1.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
9.1.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
9.1.3. Market Opportunity Analysis |
9.2. Europe |
9.2.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
9.2.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
9.2.3. Market Opportunity Analysis |
9.3. Asia-Pacific |
9.3.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
9.3.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
9.3.3. Market Opportunity Analysis |
9.4. Latin America |
9.4.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
9.4.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
9.4.3. Market Opportunity Analysis |
9.5. Middle East and Africa |
9.5.1. Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
9.5.2. Year-over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
9.5.3. Market Opportunity Analysis |
9.6. Global Artificial Intelligence Market – Opportunity Analysis Index, By Offering, Technology, Artificial Intelligence, End User, and Region, 2022-2028 |
10. North America Artificial Intelligence Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
10.1. Offering Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
10.1.1. Hardware |
10.1.2. Software |
10.1.3. Services |
10.2. Technology Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
10.2.1. Machine Learning |
10.2.2. Natural Language Processing |
10.2.3. Context-Aware Computing |
10.2.4. Computer Vision |
10.3. Deployment Mode Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
10.3.1. Cloud |
10.3.2. On-premises |
10.4. End User Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
10.4.1. BFSI |
10.4.2. Retail and eCommerce |
10.4.3. Telecommunication and IT |
10.4.4. Healthcare and Life Sciences |
10.4.5. Automotive |
10.4.6. Government and Defense |
10.4.7. Manufacturing |
10.5. Country Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
10.5.1. USA |
10.5.2. Canada |
10.6. North America Artificial Intelligence Market – Opportunity Analysis Index, By Offering, Technology, Deployment Mode, End User, and Country, 2022-2028 |
10.7. North America Artificial Intelligence Market Dynamics – Trends |
11. Europe Artificial Intelligence Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
11.1. Offering Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
11.1.1. Hardware |
11.1.2. Software |
11.1.3. Services |
11.2. Technology Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
11.2.1. Machine Learning |
11.2.2. Natural Language Processing |
11.2.3. Context-Aware Computing |
11.2.4. Computer Vision |
11.3. Deployment Mode Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
11.3.1. Cloud |
11.3.2. On-premises |
11.4. End User Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
11.4.1. BFSI |
11.4.2. Retail and eCommerce |
11.4.3. Telecommunication and IT |
11.4.4. Healthcare and Life Sciences |
11.4.5. Automotive |
11.4.6. Government and Defense |
11.4.7. Manufacturing |
11.5. Country Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
11.5.1. Germany |
11.5.2. UK |
11.5.3. France |
11.5.4. Spain |
11.5.5. Italy |
11.5.6. Russia |
11.5.7. Rest of Europe |
11.6. Europe Artificial Intelligence Market – Opportunity Analysis Index, By Offering, Technology, Deployment Mode, End User, and Country, 2022-2028 |
11.7. Europe Artificial Intelligence Market Dynamics – Trends |
12. Asia-Pacific Artificial Intelligence Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
12.1. Offering Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
12.1.1. Hardware |
12.1.2. Software |
12.1.3. Services |
12.2. Technology Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
12.2.1. Machine Learning |
12.2.2. Natural Language Processing |
12.2.3. Context-Aware Computing |
12.2.4. Computer Vision |
12.3. Deployment Mode Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
12.3.1. Cloud |
12.3.2. On-premises |
12.4. End User Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
12.4.1. BFSI |
12.4.2. Retail and eCommerce |
12.4.3. Telecommunication and IT |
12.4.4. Healthcare and Life Sciences |
12.4.5. Automotive |
12.4.6. Government and Defense |
12.4.7. Manufacturing |
12.5. Country Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
12.5.1. China |
12.5.2. India |
12.5.3. Japan |
12.5.4. ASEAN |
12.5.5. Australia & New Zealand |
12.5.6. Rest of Asia-Pacific |
12.6. Asia-Pacific Artificial Intelligence Market – Opportunity Analysis Index, By Offering, Technology, Deployment Mode, End User, and Country, 2022-2028 |
12.7. Asia-Pacific Artificial Intelligence Market Dynamics – Trends |
13. Latin America Artificial Intelligence Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
13.1. Offering Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
13.1.1. Hardware |
13.1.2. Software |
13.1.3. Services |
13.2. Technology Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
13.2.1. Machine Learning |
13.2.2. Natural Language Processing |
13.2.3. Context-Aware Computing |
13.2.4. Computer Vision |
13.3. Deployment Mode Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
13.3.1. Cloud |
13.3.2. On-premises |
13.4. End User Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
13.4.1. BFSI |
13.4.2. Retail and eCommerce |
13.4.3. Telecommunication and IT |
13.4.4. Healthcare and Life Sciences |
13.4.5. Automotive |
13.4.6. Government and Defense |
13.4.7. Manufacturing |
13.5. Country Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
13.5.1. Brazil |
13.5.2. Mexico |
13.5.3. Rest of Latin America |
13.6. Latin America Artificial Intelligence Market – Opportunity Analysis Index, By Offering, Technology, Deployment Mode, End User, and Country, 2022-2028 |
13.7. Latin America Artificial Intelligence Market Dynamics – Trends |
14. Middle East and Africa Artificial Intelligence Market Analysis, 2017-2021 and Forecast, 2022-2028 (Revenue, USD Mn) |
14.1. Offering Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
14.1.1. Hardware |
14.1.2. Software |
14.1.3. Services |
14.2. Technology Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%), and Market Share (%) |
14.2.1. Machine Learning |
14.2.2. Natural Language Processing |
14.2.3. Context-Aware Computing |
14.2.4. Computer Vision |
14.3. Deployment Mode Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
14.3.1. Cloud |
14.3.2. On-premises |
14.4. End User Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn), Y-o-Y Growth (%) and Market Share (%) |
14.4.1. BFSI |
14.4.2. Retail and eCommerce |
14.4.3. Telecommunication and IT |
14.4.4. Healthcare and Life Sciences |
14.4.5. Automotive |
14.4.6. Government and Defense |
14.4.7. Manufacturing |
14.5. Country Analysis 2017-2021 and Forecast 2022-2028 by Revenue (USD Mn) Y-o-Y Growth (%) and Market Share (%) |
14.5.1. Gulf Cooperation Council (GCC) Countries |
14.5.2. South Africa |
14.5.3. Rest of MEA |
14.6. MEA Artificial Intelligence Market – Opportunity Analysis Index, By Offering, Technology, Deployment Mode, End User, and Country, 2022-2028 |
14.7. MEA Artificial Intelligence Market Dynamics – Trends |
15. Competition Landscape |
15.1. Strategic Dashboard of Top Market Players |
15.2. Company Profiles (Introduction, Financial Analysis, Key Offerings, Key Developments, Strategies, and SWOT Analysis) |
15.2.1. Intel Corporation (US) |
15.2.2. Baidu Inc. (China) |
15.2.3. IBM Corporation (US) |
15.2.4. Edify ai (US) |
15.2.5. Microsoft Corporation (US) |
15.2.6. Alphabet Inc. (US) |
15.2.7. Samsung Electronics Co., Ltd. (South Korea) |
15.2.8. Amazon Web Services, Inc. (US) |
15.2.9. SAS Institute Inc. (US) |
15.2.10. Facebook, Inc. (US) |
15.2.11. SAP SE (Germany) |
15.2.12. Salesforce.com, Inc. (US) |
15.2.13. NVIDIA Corporation (US) |
15.2.14. Oracle (US) |
15.2.15. Cisco (US) |
15.2.16. Siemens (US) |
16. Research Methodology |
17. Key Assumptions and Acronyms |