Global AI Market: Investment & Growth Opportunity Analysis, 2023-2030
- Report ID: 64213
- Date: May, 2023
- Pages: 120
- Category: ICT & Media
Global Artificial Intelligence (AI) Market Analysis and Forecast 2023-2030
Market Introduction
The global artificial intelligence (AI) market is projected to grow at a CAGR of more than 32% during the forecast period of 2023-2030. The market growth is attributed to the increasing government initiatives coupled with the rising investment in the AI landscape. The expanding use of AI in various industry verticals has drawn government attention and hence resulted in increasing initiatives and investments.
Further, the cost benefits from automation, advancement in deep learning leading to diverse use cases across industries, and increasing adoption of IoT technology in everyday life which is fuelling the growth of the AI market globally.
In addition, AI has gained popularity across industries such as marketing, sales, manufacturing, business management, BFSI, and others. It enables the user to boost efficiency without impacting its quality resulting in lower costs, better time management, and lesser supervisory requirements.
Market Segmentation
The global AI market is segmented on the basis of Components, organization type, end-user, and region. Based on Components, the market is segmented into Hardware, Software, and Services. On the basis of Software, the market is divided into, Cloud and on-premise. Based on Technology, the market is segmented into, Natural Language Processing (NLP), Image Processing, Machine Learning (ML), Speech Recognition and Others (Robotic Process Automation, Computer Vision). On the basis of Organization Type, the market is segmented into Enterprise and Public Administration. On the basis of Enterprise, the market is divided into Small and Medium Enterprises (SMEs) and Large Enterprises. Based on the End User, the market is segmented into Automobile & Transportation, Healthcare, Retail & Warehousing, Manufacturing, Banking, Financial Services & Insurance (BFSI), Media & Entertainment, IT & Telecom, and Others (Construction, Legal, Education, Energy & Power, etc.)
Based on region, the market is divided into North America, Latin America, Western Europe, Eastern Europe, Asia Pacific, and Middle East & Africa. Further, North America is divided into US and Canada. Latin America is further segmented on the basis of Brazil, Mexico, and the Rest of Latin America. Western Europe is further segmented into Germany, the UK, France, Spain, Italy, Benelux, Nordic, and the rest of western Europe. Eastern Europe is segmented into Russia, Poland, and the rest of Eastern Europe. Based on the Asia Pacific, the market is further segmented into China, India, Japan, South Korea, Australia, ASEAN (Indonesia, Vietnam, Malaysia, etc.) countries, and the rest of Asia Pacific. Lastly, on the basis of the Middle East & Africa market is segmented into GCC Countries, South Africa, Turkey, and the rest of the Middle East & Africa.
Market structure and competitive landscape
The global AI market is fragmented in nature, some of the prominent players that contribute significantly to the global AI market include,
IBM Corp., Intel Corp., Google LLC, Microsoft Corp., Cisco Systems Inc., Oracle Corp., SAP SE, Meta, Salesforce Inc., Amazon.com Inc., Apple Inc., Nvidia Corp., Palantir Technologies Inc., C3.ai Inc., Micron Technology Inc., and others.
Product Launches, Mergers & Acquisitions, joint ventures, and R&D activities are key strategies adopted by the players in the global AI Market. These companies adopt numerous approaches to strengthen their market share and gain a competitive edge over other competitors in the market. Some of the key developments in the global AI market include,
• In August 2022, Amazon entered into a definitive merger agreement under which Amazon will acquire iRobot. iRobot builds innovative cleaning products for the home making the lives of households easier. The deal has been valued at about US$ 1.7 billion.
• In June 2022, Salesforce announced to expand its financial services offerings built specifically for banking, wealth management, and insurance institutions. Salesforce for financial services will now offer more targeted and trusted automation and AI powered by Client 360.
Global AI Market Analysis and Forecast 2023-2030
Table of Contents
1. Market Introduction
1.1. Scope of Study
1.2. Problem Statement
1.3. Market Segmentation
2. Assumptions and Acronyms
3. Executive Summary
3.1. Global Market in 2023
3.2. Analyst Insights & Recommendations
3.3. Growth Opportunities and Key Strategies
3.4. Supply-side and Demand-side Trends
4. Research Methodology
5. Analysis of COVID-19 Impact and Road Ahead
6. Market Indicators and Background
6.1. Macro-Economic Factors
6.2. Forecasting Factors
Robust assessment of various factors including industrial performance, industry players’ expenditures, and economic conditions, among others
6.3. Supply Chain & Value Chain Analysis
6.4. Industry SWOT Analysis
6.5. PESTLE Analysis
6.6. Porter’s Five Forces Analysis
7. Government Laws & Regulations
8. Global and Regional Market Dynamics
8.1. Drivers
8.2. Restraints
8.3. Opportunities
8.4. Trends
9. Global AI Market: Use Case Analysis
9.1. By Industry
9.1.1. Automobile & Transportation
9.1.2. Healthcare
9.1.3. Retail & Warehousing
9.1.4. Manufacturing
9.1.5. Banking, Financial Services & Insurance (BFSI)
9.1.6. Media & Entertainment
9.1.7. IT & Telecom
9.1.8. Others (Construction, Legal, Education, Energy & Power, etc.)
10. Key Funding Assessment
10.1. Startups by Key Industries
10.1.1. Automobile & Transportation
10.1.2. Healthcare
10.1.3. Retail & Warehousing
10.1.4. Manufacturing
10.1.5. Banking, Financial Services & Insurance (BFSI)
10.1.6. Media & Entertainment
10.1.7. IT & Telecom
10.1.8. Others (Construction, Legal, Education, Energy & Power, etc.)
11. Parent Market Overview
11.1. Global Information & Communication Technology (ICT) Market
11.2. Global AI Market
12. Segmental Analysis
12.1. Global AI Market by Component
12.1.1. Segment Overview
12.1.1.1. Hardware
12.1.1.2. Software
12.1.1.2.1. Cloud
12.1.1.2.2. On-Premise
12.1.1.3. Services
12.2. Global AI Market by Technology
12.2.1. Segment Overview
12.2.1.1. Natural Language Processing (NLP)
12.2.1.2. Image Processing
12.2.1.3. Machine Learning (ML)
12.2.1.4. Speech Recognition
12.2.1.5. Others (Robotic Process Automation, Computer Vision)
12.3. Global AI Market by Organization Type
12.3.1. Segment Overview
12.3.1.1. Enterprise
12.3.1.1.1. SMEs
12.3.1.1.2. Large Enterprises
12.3.1.2. Public Administration
12.4. Global AI Market by End User
12.4.1. Segment Overview
12.4.1.1. Automobile & Transportation
12.4.1.2. Healthcare
12.4.1.3. Retail & Warehousing
12.4.1.4. Manufacturing
12.4.1.5. Banking, Financial Services & Insurance (BFSI)
12.4.1.6. Media & Entertainment
12.4.1.7. IT & Telecom
12.4.1.8. Others (Construction, Legal, Education, Energy & Power etc.)
12.5. Global AI Market: Focused on the Natural Language Processing (NLP) Segment
12.5.1. Segment Overview
12.5.1.1. Chatbot Market
12.5.1.2. Contact Center Market
12.5.1.2.1. Analytics And Reporting
12.5.1.2.2. Computer Telephony Integration
12.5.1.2.3. IVR
12.5.1.2.4. Dialers
12.5.1.2.5. Agent Performance Optimization
12.5.1.2.6. Automatic Call Distribution
12.5.1.3. Customer Experience Market
12.6. Global AI Market by Region
12.6.1. North America
12.6.2. Latin America
12.6.3. Western Europe
12.6.4. Eastern Europe
12.6.5. Asia Pacific
12.6.6. Middle East & Africa
13. Regional Analysis
13.1. North America AI Market Analysis and Forecast 2023-2030
13.1.1. Regional Market Overview and Key Takeaways
13.1.2. North America AI Market by Component
13.1.3. North America AI Market by Technology
13.1.4. North America AI Market by Organization Type
13.1.5. North America AI Market by End User
13.1.6. North America AI Market by Country
13.1.6.1. US
13.1.6.2. Canada
13.2. Latin America AI Market Analysis and Forecast 2023-2030
13.2.1. Regional Market Overview and Key Takeaways
13.2.2. Latin America AI Market by Component
13.2.3. Latin America AI Market by Technology
13.2.4. Latin America AI Market by Organization Type
13.2.5. Latin America AI Market by End User
13.2.6. Latin America AI Market by Country
13.2.6.1. Brazil
13.2.6.2. Mexico
13.2.6.3. Rest of Latin America
13.3. Western Europe AI Market Analysis and Forecast 2023-2030
13.3.1. Regional Market Overview and Key Takeaways
13.3.2. Western Europe AI Market by Component
13.3.3. Western Europe AI Market by Technology
13.3.4. Western Europe AI Market by Organization Type
13.3.5. Western Europe AI Market by End User
13.3.6. Western Europe AI Market by Country
13.3.6.1. Germany
13.3.6.2. UK
13.3.6.3. France
13.3.6.4. Spain
13.3.6.5. Italy
13.3.6.6. Benelux
13.3.6.7. Nordic
13.3.6.8. Rest of Western Europe
13.4. Eastern Europe AI Market Analysis and Forecast 2023-2030
13.4.1. Regional Market Overview and Key Takeaways
13.4.2. Eastern Europe AI Market by Component
13.4.3. Eastern Europe AI Market by Technology
13.4.4. Eastern Europe AI Market by Organization Type
13.4.5. Eastern Europe AI Market by End User
13.4.6. Eastern Europe AI Market by Country
13.4.6.1. Russia
13.4.6.2. Poland
13.4.6.3. Rest of Eastern Europe
13.5. Asia Pacific AI Market Analysis and Forecast 2023-2030
13.5.1. Regional Market Overview and Key Takeaways
13.5.2. Asia Pacific AI Market by Component
13.5.3. Asia Pacific AI Market by Technology
13.5.4. Asia Pacific AI Market by Organization Type
13.5.5. Asia Pacific AI Market by End User
13.5.6. Asia Pacific AI Market by Country
13.5.6.1. China
13.5.6.2. Japan
13.5.6.3. Global
13.5.6.4. South Korea
13.5.6.5. Australia
13.5.6.6. ASEAN
13.5.6.7. Rest of Asia-Pacific
13.6. Middle East & Africa AI Market Analysis and Forecast 2023-2030
13.6.1. Regional Market Overview and Key Takeaways
13.6.2. Middle East & Africa AI Market by Component
13.6.3. Middle East & Africa AI Market by Technology
13.6.4. Middle East & Africa AI Market by Organization Type
13.6.5. Middle East & Africa AI Market by End User
13.6.6. Middle East & Africa AI Market by Country
13.6.6.1. GCC
13.6.6.2. South Africa
13.6.6.3. Turkey
13.6.6.4. Rest of the Middle East & Africa
14. Competitive Landscape
14.1. Competition Dashboard
14.1.1. Global and Regional Market Share Analysis
14.1.2. Market Structure
14.2. Competitive Benchmarking
14.3. Key Strategy Analysis
14.4. Top 10 New Companies/Start-ups in Our Radar
14.5. Company Profiles
14.5.1. IBM Corp.
14.5.1.1. Company Overview
14.5.1.2. Product/Service Offerings
14.5.1.3. Key Financials
14.5.1.4. Recent Developments
14.5.2. Intel Corp.
14.5.2.1. Company Overview
14.5.2.2. Product/Service Offerings
14.5.2.3. Key Financials
14.5.2.4. Recent Developments
14.5.3. Microsoft Corp.
14.5.3.1. Company Overview
14.5.3.2. Product/Service Offerings
14.5.3.3. Key Financials
14.5.3.4. Recent Developments
14.5.4. Google LLC
14.5.4.1. Company Overview
14.5.4.2. Product/Service Offerings
14.5.4.3. Key Financials
14.5.4.4. Recent Developments
14.5.5. Meta
14.5.5.1. Company Overview
14.5.5.2. Product/Service Offerings
14.5.5.3. Key Financials
14.5.5.4. Recent Developments
14.5.6. Salesforce Inc.
14.5.6.1. Company Overview
14.5.6.2. Product/Service Offerings
14.5.6.3. Key Financials
14.5.6.4. Recent Developments
14.5.7. Cisco Systems Inc.
14.5.7.1. Company Overview
14.5.7.2. Product/Service Offerings
14.5.7.3. Key Financials
14.5.7.4. Recent Developments
14.5.8. Apple Inc.
14.5.8.1. Company Overview
14.5.8.2. Product/Service Offerings
14.5.8.3. Key Financials
14.5.8.4. Recent Developments
14.5.9. Oracle Corp.
14.5.9.1. Company Overview
14.5.9.2. Product/Service Offerings
14.5.9.3. Key Financials
14.5.9.4. Recent Developments
14.5.10. Amazon.com Inc.
14.5.10.1. Company Overview
14.5.10.2. Product/Service Offerings
14.5.10.3. Key Financials
14.5.10.4. Recent Developments
14.5.11. Nvidia Corp.
14.5.11.1. Company Overview
14.5.11.2. Product/Service Offerings
14.5.11.3. Key Financials
14.5.11.4. Recent Developments
14.5.12. Palantir Technologies Inc.
14.5.12.1. Company Overview
14.5.12.2. Product/Service Offerings
14.5.12.3. Key Financials
14.5.12.4. Recent Developments
14.5.13. C3.ai Inc.
14.5.13.1. Company Overview
14.5.13.2. Product/Service Offerings
14.5.13.3. Key Financials
14.5.13.4. Recent Developments
14.5.14. Micron Technology Inc.
14.5.14.1. Company Overview
14.5.14.2. Product/Service Offerings
14.5.14.3. Key Financials
14.5.14.4. Recent Developments
*List not exhaustive (Players can be added or replaced as per the customization).
15. Disclaimer
List of Tables
Global AI Market
List of Figures
Figure 01: Global AI Market Volume (‘000 units), 2019-2022
Figure 02: Global AI Market Volume (‘000 units) & Y-o-Y Growth (%) Analysis, 2023–2030
Figure 03: AI, Pricing Analysis per unit (US$), in 2022
Figure 04: AI, Pricing Forecast per unit (US$), in 2028
Figure 05: Global AI Market Value Analysis (US$ Mn), 2019-2022
Figure 06: Global AI Market Size (US$ Mn) & Y-o-Y Growth (%) Analysis, 2023–2030
Figure 07: Global AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 08: Global AI Market Y-o-Y Analysis (%) by Component, 2019-2028
Figure 09: Global AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 10: Global AI Market Y-o-Y Analysis (%) by Technology, 2019-2028
Figure 11: Global AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 12: Global AI Market Y-o-Y Analysis (%) by Organization Type, 2019-2028
Figure 13: Global AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 14: Global AI Market Y-o-Y Analysis (%) by End User, 2019-2028
Figure 15: Global AI Market Size and Market Share Analysis (%) by Region, 2023 & 2030
Figure 16: Global AI Market Y-o-Y Growth (%) by Region, 2023–2030
Figure 17: North America AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 18: North America AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 19: North America AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 20: North America AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 21: North America AI Market Size and Market Share Analysis (%) by Country, 2023 & 2030
Figure 22: Latin America AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 23: Latin America AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 24: Latin America AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 25: Latin America AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 26: Latin America AI Market Size and Market Share Analysis (%) by Country, 2023 & 2030
Figure 27: Western Europe AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 28: Western Europe AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 29: Western Europe AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 30: Western Europe AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 31: Western Europe AI Market Size and Market Share Analysis (%) by Country, 2023 & 2030
Figure 32: Eastern Europe AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 33: Eastern Europe AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 34: Eastern Europe AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 35: Eastern Europe AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 36: Eastern Europe AI Market Size and Market Share Analysis (%) by Country, 2023 & 2030
Figure 37: Asia Pacific AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 38: Asia Pacific AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 39: Asia Pacific AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 40: Asia Pacific AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 41: Asia Pacific AI Market Size and Market Share Analysis (%) by Country, 2023 & 2030
Figure 42: Middle East & Africa AI Market Size and Market Share Analysis (%) by Component, 2023 & 2030
Figure 43: Middle East & Africa AI Market Size and Market Share Analysis (%) by Technology, 2023 & 2030
Figure 44: Middle East & Africa AI Market Size and Market Share Analysis (%) by Organization Type, 2023 & 2030
Figure 45: Middle East & Africa AI Market Size and Market Share Analysis (%) by End User, 2023 & 2030
Figure 46: Middle East & Africa AI Market Size and Market Share Analysis (%) by Country, 2023 & 2030
List of Tables
Table 1: Global AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 2: Global AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 3: Global AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 4: Global AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 5: Global AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 6: Global AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 7: Global AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 8: Global AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 9: Global AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Region
Table 10: Global AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Region
Table 11: North America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 12: North America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 13: North America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 14: North America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 15: North America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 16: North America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 17: North America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 18: North America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 19: North America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Country
Table 20: North America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Country
Table 21: Latin America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 22: Latin America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 23: Latin America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 24: Latin America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 25: Latin America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 26: Latin America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 27: Latin America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 28: Latin America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 29: Latin America AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Country
Table 30: Latin America AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Country
Table 31: Western Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 32: Western Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 33: Western Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 34: Western Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 35: Western Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 36: Western Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 37: Western Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 38: Western Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 39: Western Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Country
Table 40: Western Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Country
Table 41: Eastern Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 42: Eastern Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 43: Eastern Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 44: Eastern Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 45: Eastern Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 46: Eastern Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 47: Eastern Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 48: Eastern Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 49: Eastern Europe AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Country
Table 50: Eastern Europe AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Country
Table 51: Asia Pacific AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 52: Asia Pacific AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 53: Asia Pacific AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 54: Asia Pacific AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 55: Asia Pacific AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 56: Asia Pacific AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 57: Asia Pacific AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 58: Asia Pacific AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 59: Asia Pacific AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Country
Table 60: Asia Pacific AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Country
Table 61: Middle East & Africa AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Component
Table 62: Middle East & Africa AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Component
Table 63: Middle East & Africa AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Technology
Table 64: Middle East & Africa AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Technology
Table 65: Middle East & Africa AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Organization Type
Table 66: Middle East & Africa AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Organization Type
Table 67: Middle East & Africa AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by End User
Table 68: Middle East & Africa AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by End User
Table 69: Middle East & Africa AI Market Value (US$ Mn) Analysis and Forecast 2019-2028, by Country
Table 70: Middle East & Africa AI Market Volume (‘000 units) Analysis and Forecast 2019-2028, by Country
List of Figures
Research methodology is mainly referring to the practical how of any offered piece of research. More specifically, it’s all about how a researcher systematically designs a study in order to assure extremely valid as well as reliable results that ultimately address the targets and objectives of the research.
In any formal research including academic journal, article, dissertation and so on, there will be a special section on a research methodology that mainly describes what, by whom, how to gather as well as how to evaluate the data are provided.
This research methodology has been segmented into following types:
Primary Research:
It is said to be original information that the researchers collect for the crucial purposes of answering the research questions of readers with the help of surveys, observations and experiments.
Secondary Research:
The secondary research is the data that has already been collected by various other researchers in the form of government analysis or scientific studies.
Qualitative Research:
It is descriptive and subjective method irrespective of facts. Both observation and description are essential in this type of research methodology. Its main vision is to analyze knowledge, attitudes, behaviours as well as opinions of people related to the topic of any research. This method has been operated through grounded research, case study and actionable research.
Quantitative Research:
It contains several laboratory experiments, basic surveys, mathematical calculations, simulations and so on. The possible measurement, quantity or amount is considered to be a major factor in the quantitative research methodology.
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