Research Methodology on AI as a Service Market
In order to comprehend the global market of AI as a Service, Market Research Future (MRFR) has undertaken a review of existing market research resources from both primary and secondary sources. During the primary research process, potential respondents, stakeholders, and marketers are identified and contacted for interviews to gather real-time data. As part of the secondary research process, a comprehensive overview of the market, market volumes, and other data-driven insights are obtained from different sources. Furthermore, quarterly industry performance and historical data on the overall evaluation of the industry are collected to develop an in-depth market understanding.
The sources used for this report include industry magazines, trade journals, books, academic sources, the internet and other miscellaneous sources. A combination of these sources is used to get an accurate and up-to-date understanding of the market.
MRFR conducted an extensive market survey to acquire qualitative and quantitative data on the AI as a Service market. Such data includes market trends, regional concentration, share, economic indicators, infrastructure, population segmentation and more. Primary sources for this research include input from industry experts, internal meetings, consultations, and participants within the fields of service and technology. This approach provides the researchers with an industry-standard analysis that covers forecast period performance over the above-mentioned forecast period from 2022 to 2030.
In addition to market and research data, MRFR has conducted an in-depth analysis of competitive pressures within the market. Such competitive assessment includes strategies such as product launches, mergers and acquisitions, marketing strategies, and competitive analysis of existing market players in the AI as a Service market. The research methodology used to collect the required data include interviews, surveys, and primary sources.
MRFR also conducted systematic and thorough research of various sources like the web and public databases. In the web search, different combinations of keywords related to the AI as a Service market are used to collect information related to the industry. Online sources including company websites, press releases, industry publications, and similar sites are used as primary sources. Apart from these sources, company websites, investor presentations, industry reports, financial reports, and market-related databases are also consulted to validate the acquired data.
Apart from the data collected from various sources, our research experts have conducted extensive interviews and analyses to determine the market size and overall market potential. Furthermore, top industry players are contacted during the course of the research in order to know the latest innovations and product offerings. An in-depth analysis of their products, marketing strategies, and performance is conducted and all of these findings are collated and summarized for the report.
Finally, MRFR has validated the data collected throughout the research process using proven analytical tools and strategies, industry models, and triangulation methods. The data is verified across industry participants and all the key observations were carefully critiqued to get an accurate understanding of the AI as a Service market.
TABLE OF CONTENTS
1 Executive Summary
2 Scope of the Report
2.1 Market Definition
2.2 Scope of the Study
2.3 Research Objectives
2.4 Markets Structure
3 Research Methodology
4 Market Dynamics
4.1 Market Drivers
4.1.1 Increasing investment by key players in the development of artificial intelligence technology
4.1.2 increment in number of start-ups
4.1.3 increasing demand for AI enabled APIs & SDKs
4.2 Market Restraints
4.2.1 Lack of technical expertise
4.3 Market Opportunities
4.3.1 Rising trend of introducing automation in businesses
4.4 Market Challenges
4.4.1 Technical Complexities
4.4.2 Data Security
4.5 Value Chain of AI as a Service
4.6 Porterโs Five Forces Analysis
4.6.1 Threat of New Entrants
4.6.2 Bargaining Power of Buyers
4.6.3 Threat of Substitutes
4.6.4 Segment Rivalry
4.6.5 Bargaining Power of Suppliers
5 Market Alerts
5.1 Impact Analysis of Emerging Technologies
5.2 Use Cases
6 Artificial Intelligence as a Service (AIaaS) Market by Services
6.1 Introduction
6.2 Cognitive computing APIs
6.2.1 Market Estimates & Forecast, 2021โ2030
6.2.2 Market Estimates & Forecast by Region, 2021โ2030
6.3 Custom cognitive computing APIs s
6.3.1 Market Estimates & Forecast, 2021โ2030
6.3.2 Market Estimates & Forecast by Region, 2021โ2030
6.4 Conversational AI
6.4.1 Market Estimates & Forecast, 2021โ2030
6.4.2 Market Estimates & Forecast by Region, 2021โ2030
7 Artificial Intelligence as a Service (AIaaS)Market by Technology
7.1 Introduction
7.2 Machine Learning & Deep Learning
7.2.1 Market Estimates & Forecast, 2021โ2030
7.2.2 Market Estimates & Forecast by Region, 2021โ2030
7.3 Natural Language Processing
7.3.1 Market Estimates & Forecast, 2021โ2030
7.3.2 Market Estimates & Forecast by Region, 2021โ2030
8 Artificial Intelligence as a Service (AIaaS)Market by Software
8.1 Introduction
8.2 Data Storage & Archiving
8.2.1 Market Estimates & Forecast, 2021โ2030
8.2.2 Market Estimates & Forecast by Region, 2021โ2030
8.3 Modeler & Processing
8.3.1 Market Estimates & Forecast, 2021โ2030
8.3.2 Market Estimates & Forecast by Region, 2021โ2030
8.4 Cloud & Web-Based Application
8.4.1 Market Estimates & Forecast, 2021โ2030
8.4.2 Market Estimates & Forecast by Region, 2021โ2030
8.5 Others
8.5.1 Market Estimates & Forecast, 2021โ2030
8.5.2 Market Estimates & Forecast by Region, 2021โ2030
9 Artificial Intelligence as a Service (AIaaS)Market by Organization Size
9.1 Introduction
9.2 SMEs
9.2.1 Market Estimates & Forecast, 2021โ2030
9.2.2 Market Estimates & Forecast by Region, 2021โ2030
9.3 Large enterprises
9.3.1 Market Estimates & Forecast, 2021โ2030
9.3.2 Market Estimates & Forecast by Region, 2021โ2030
10 Artificial Intelligence as a Service (AIaaS)Market by Vertical
10.1 Introduction
10.2 BFSI
10.2.1 Market Estimates & Forecast, 2021โ2030
10.2.2 Market Estimates & Forecast by Region, 2021โ2030
10.3 Healthcare
10.3.1 Market Estimates & Forecast, 2021โ2030
10.3.2 Market Estimates & Forecast by Region, 2021โ2030
10.4 Retail
10.4.1 Market Estimates & Forecast, 2021โ2030
10.4.2 Market Estimates & Forecast by Region, 2021โ2030
10.5 Telecommunication
10.5.1 Market Estimates & Forecast, 2021โ2030
10.5.2 Market Estimates & Forecast by Region, 2021โ2030
10.6 Manufacturing
10.6.1 Market Estimates & Forecast, 2021โ2030
10.6.2 Market Estimates & Forecast by Region, 2021โ2030
10.7 Government & Defense
10.7.1 Market Estimates & Forecast, 2021โ2030
10.7.2 Market Estimates & Forecast by Region, 2021โ2030
10.8 Energy & Power
10.8.1 Market Estimates & Forecast, 2021โ2030
10.8.2 Market Estimates & Forecast by Region, 2021โ2030
11 Artificial Intelligence as a Service (AIaaS)Market by Region
11.1 Introduction
11.2 North America
11.2.1 Market Estimates & Forecast by Country, 2021โ2030
11.2.2 Market Estimates & Forecast by Services, 2021โ2030
11.2.3 Market Estimates & Forecast by Technology, 2021โ2030
11.2.4 Market Estimates & Forecast by Software, 2021โ2030
11.2.5 Market Estimates & Forecast by Organization Size, 2021โ2030
11.2.6 Market Estimates & Forecast by Vertical, 2021โ2030
11.2.7 US
11.2.7.1 Market Estimates & Forecast by Services, 2021โ2030
11.2.7.2 Market Estimates & Forecast by Technology, 2021โ2030
11.2.7.3 Market Estimates & Forecast by Software, 2021โ2030
11.2.7.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.2.7.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.2.8 Mexico
11.2.8.1 Market Estimates & Forecast by Services, 2021โ2030
11.2.8.2 Market Estimates & Forecast by Technology, 2021โ2030
11.2.8.3 Market Estimates & Forecast by Software, 2021โ2030
11.2.8.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.2.8.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.2.9 Canada
11.2.9.1 Market Estimates & Forecast by Services, 2021โ2030
11.2.9.2 Market Estimates & Forecast by Technology, 2021โ2030
11.2.9.3 Market Estimates & Forecast by Software, 2021โ2030
11.2.9.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.2.9.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.3 Europe
11.3.1 Market Estimates & Forecast by Country, 2021โ2030
11.3.2 Market Estimates & Forecast by Services, 2021โ2030
11.3.3 Market Estimates & Forecast by Technology, 2021โ2030
11.3.4 Market Estimates & Forecast by Software, 2021โ2030
11.3.5 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.6 Market Estimates & Forecast by Vertical, 2021โ2030
11.3.7 Germany
11.3.7.1 Market Estimates & Forecast by Services, 2021โ2030
11.3.7.2 Market Estimates & Forecast by Technology, 2021โ2030
11.3.7.3 Market Estimates & Forecast by Software, 2021โ2030
11.3.7.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.7.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.3.8 France
11.3.8.1 Market Estimates & Forecast by Services, 2021โ2030
11.3.8.2 Market Estimates & Forecast by Technology, 2021โ2030
11.3.8.3 Market Estimates & Forecast by Software, 2021โ2030
11.3.8.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.8.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.3.9 Italy
11.3.9.1 Market Estimates & Forecast by Services, 2021โ2030
11.3.9.2 Market Estimates & Forecast by Technology, 2021โ2030
11.3.9.3 Market Estimates & Forecast by Software, 2021โ2030
11.3.9.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.9.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.3.10 Spain
11.3.10.1 Market Estimates & Forecast by Services, 2021โ2030
11.3.10.2 Market Estimates & Forecast by Technology, 2021โ2030
11.3.10.3 Market Estimates & Forecast by Software, 2021โ2030
11.3.10.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.10.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.3.11 UK
11.3.11.1 Market Estimates & Forecast by Services, 2021โ2030
11.3.11.2 Market Estimates & Forecast by Technology, 2021โ2030
11.3.11.3 Market Estimates & Forecast by Software, 2021โ2030
11.3.11.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.11.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.3.12 Rest of Europe
11.3.12.1 Market Estimates & Forecast by Services, 2021โ2030
11.3.12.2 Market Estimates & Forecast by Technology, 2021โ2030
11.3.12.3 Market Estimates & Forecast by Software, 2021โ2030
11.3.12.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.3.12.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.4 Asia-Pacific
11.4.1 Market Estimates & Forecast by Country, 2021โ2030
11.4.2 Market Estimates & Forecast by Services, 2021โ2030
11.4.3 Market Estimates & Forecast by Technology, 2021โ2030
11.4.4 Market Estimates & Forecast by Software, 2021โ2030
11.4.5 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.6 Market Estimates & Forecast by Vertical, 2021โ2030
11.4.7 China
11.4.7.1 Market Estimates & Forecast by Services, 2021โ2030
11.4.7.2 Market Estimates & Forecast by Technology, 2021โ2030
11.4.7.3 Market Estimates & Forecast by Software, 2021โ2030
11.4.7.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.7.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.4.8 India
11.4.8.1 Market Estimates & Forecast by Services, 2021โ2030
11.4.8.2 Market Estimates & Forecast by Technology, 2021โ2030
11.4.8.3 Market Estimates & Forecast by Software, 2021โ2030
11.4.8.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.8.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.4.9 Japan
11.4.9.1 Market Estimates & Forecast by Services, 2021โ2030
11.4.9.2 Market Estimates & Forecast by Technology, 2021โ2030
11.4.9.3 Market Estimates & Forecast by Software, 2021โ2030
11.4.9.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.9.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.4.10 South Korea
11.4.10.1 Market Estimates & Forecast by Services, 2021โ2030
11.4.10.2 Market Estimates & Forecast by Technology, 2021โ2030
11.4.10.3 Market Estimates & Forecast by Software, 2021โ2030
11.4.10.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.10.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.4.11 Taiwan
11.4.11.1 Market Estimates & Forecast by Services, 2021โ2030
11.4.11.2 Market Estimates & Forecast by Technology, 2021โ2030
11.4.11.3 Market Estimates & Forecast by Software, 2021โ2030
11.4.11.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.11.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.4.12 Rest of Asia-Pacific
11.4.12.1 Market Estimates & Forecast by Services, 2021โ2030
11.4.12.2 Market Estimates & Forecast by Technology, 2021โ2030
11.4.12.3 Market Estimates & Forecast by Software, 2021โ2030
11.4.12.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.4.12.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.5 Rest of the World
11.5.1 Market Estimates & Forecast by Region, 2021โ2030
11.5.2 Market Estimates & Forecast by Services, 2021โ2030
11.5.3 Market Estimates & Forecast by Technology, 2021โ2030
11.5.4 Market Estimates & Forecast by Software, 2021โ2030
11.5.5 Market Estimates & Forecast by Organization Size, 2021โ2030
11.5.6 Market Estimates & Forecast by Vertical, 2021โ2030
11.5.7 Middle East & Africa
11.5.7.1 Market Estimates & Forecast by Services, 2021โ2030
11.5.7.2 Market Estimates & Forecast by Technology, 2021โ2030
11.5.7.3 Market Estimates & Forecast by Software, 2021โ2030
11.5.7.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.5.7.5 Market Estimates & Forecast by Vertical, 2021โ2030
11.5.8 Latin America
11.5.8.1 Market Estimates & Forecast by Services, 2021โ2030
11.5.8.2 Market Estimates & Forecast by Technology, 2021โ2030
11.5.8.3 Market Estimates & Forecast by Software, 2021โ2030
11.5.8.4 Market Estimates & Forecast by Organization Size, 2021โ2030
11.5.8.5 Market Estimates & Forecast by Vertical, 2021โ2030
12 Competitive Landscape
12.1 Key Players Market Share Analysis, 2021/2021 (%)
12.2 Competitive Benchmarking
12.3 Key Developments Analysis, 2021/2021 (%)
12.3.1 Mergers & Acquisition
12.3.2 Product Developments
12.3.3 Business Expansion
12.3.4 Partnerships & Collaborations
12.3.5 Agreements
13 Company Profiles
13.1 IBM Corporation
13.1.1 Company Overview
13.1.2 Product/Business Segment Overview
13.1.3 Financial Updates
13.1.4 Key Developments
13.1.5 SWOT Analysis
13.1.6 Key Strategy
13.2 Google Inc
13.2.1 Company Overview
13.2.2 Product/Business Segment Overview
13.2.3 Financial Updates
13.2.4 Key Developments
13.2.5 SWOT Analysis
13.2.6 Key Strategy
13.3 AWS
13.3.1 Company Overview
13.3.2 Product/Business Segment Overview
13.3.3 Financial Updates
13.3.4 Key Developments
13.3.5 SWOT Analysis
13.3.6 Key Strategy
13.4 Microsoft Corporation
13.4.1 Company Overview
13.4.2 Product/Business Segment Overview
13.4.3 Financial Updates
13.4.4 Key Developments
13.4.5 SWOT Analysis
13.4.6 Key Strategy
13.5 Salesforce
13.5.1 Company Overview
13.5.2 Product/Business Segment Overview
13.5.3 Financial Updates
13.5.4 Key Developments
13.5.5 SWOT Analysis
13.5.6 Key Strategy
13.6 Baidu
13.6.1 Company Overview
13.6.2 Product/Business Segment Overview
13.6.3 Financial Updates
13.6.4 Key Developments
13.6.5 SWOT Analysis
13.6.6 Key Strategy
13.7 SAP SE
13.7.1 Company Overview
13.7.2 Product/Business Segment Overview
13.7.3 Financial Updates
13.7.4 Key Developments
13.7.5 SWOT Analysis
13.7.6 Key Strategy
13.8 Intel Corporation
13.8.1 Company Overview
13.8.2 Product/Business Segment Overview
13.8.3 Financial Updates
13.8.4 Key Developments
13.8.5 SWOT Analysis
13.8.6 Key Strategy
13.9 Fair Isaac Corporation (FICO)
13.9.1 Company Overview
13.9.2 Product/Business Segment Overview
13.9.3 Financial Updates
13.9.4 Key Developments
13.9.5 SWOT Analysis
13.9.6 Key Strategy
13.10 BigML
13.10.1 Company Overview
13.10.2 Product/Business Segment Overview
13.10.3 Financial Updates
13.10.4 Key Developments
13.10.5 SWOT Analysis
13.10.6 Key Strategy
14 Conclusion/Recommendations
LIST OF TABLES
Table 1 Artificial Intelligence as a Service (AIaaS)Market, by Region, 2021โ2030
Table 2 North America: Artificial Intelligence as a Service (AIaaS)Market, by Country, 2021โ2030
Table 3 Europe: Artificial Intelligence as a Service (AIaaS)Market, by Country, 2021โ2030
Table 4 Asia-Pacific: Artificial Intelligence as a Service (AIaaS)Market, by Country, 2021โ2030
Table 5 Rest of the World: Artificial Intelligence as a Service (AIaaS)Market, by Country, 2021โ2030
Table 6 North America: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 7 Europe: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 8 Asia-Pacific: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 9 Rest of the World: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 10 Global Artificial Intelligence as a Service (AIaaS)Technology Market, by Region, 2021โ2030
Table 11 North America: Artificial Intelligence as a Service (AIaaS)Technology Market, by Country, 2021โ2030
Table 12 Europe: Artificial Intelligence as a Service (AIaaS)Technology Market, by Country, 2021โ2030
Table 13 Asia-Pacific: Artificial Intelligence as a Service (AIaaS)Technology Market, by Country, 2021โ2030
Table 14 Rest of the World: Artificial Intelligence as a Service (AIaaS)Technology Market, by Country, 2021โ2030
Table 15 Global Artificial Intelligence as a Service (AIaaS)Services Market, by Region, 2021โ2030
Table 16 North America: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 17 Europe: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 18 Asia-Pacific: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 19 Rest of the World: Artificial Intelligence as a Service (AIaaS)Services Market, by Country, 2021โ2030
Table 20 Global Artificial Intelligence as a Service (AIaaS)Vertical Market, by Region, 2021โ2030
Table 21 North America: Artificial Intelligence as a Service (AIaaS)Vertical Market, by Country, 2021โ2030
Table 22 Europe: Artificial Intelligence as a Service (AIaaS)Vertical Market, by Country, 2021โ2030
Table 23 Asia-Pacific: Artificial Intelligence as a Service (AIaaS)Vertical Market, by Country, 2021โ2030
Table 24 Rest of the World: Artificial Intelligence as a Service (AIaaS)Vertical Market, by Country, 2021โ2030
LIST OF FIGURES
FIGURE 1 Global Artificial Intelligence as a Service (AIaaS)Market Segmentation
FIGURE 2 Forecast Methodology
FIGURE 3 Porterโs Five Forces Analysis of Global Artificial Intelligence as a Service (AIaaS)Market
FIGURE 4 Value Chain/supply chain of Global Artificial Intelligence as a Service (AIaaS)Market
FIGURE 5 Share of Global Artificial Intelligence as a Service (AIaaS)Market in 2021, by Country (in %)
FIGURE 6 Global Artificial Intelligence as a Service (AIaaS)Market, 2021โ2030
FIGURE 7 Sub-segments of Services
FIGURE 8 Global Artificial Intelligence as a Service (AIaaS)Market Size, by Services, 2021
FIGURE 9 Share of Global Artificial Intelligence as a Service (AIaaS)Market, by Services, 2021 to 2030
FIGURE 10 Global Artificial Intelligence as a Service (AIaaS)Market Size, by Technology, 2021
FIGURE 11 Share of Global Artificial Intelligence as a Service (AIaaS)Market, by Technology, 2021 to 2030
FIGURE 12 Global Artificial Intelligence as a Service (AIaaS)Market Size, by Services, 2021
FIGURE 13 Share of Global Artificial Intelligence as a Service (AIaaS)Market, by Services, 2021 to 2030
FIGURE 14 Global Artificial Intelligence as a Service (AIaaS)Market Size, by Vertical, 2021
FIGURE 15 Share of Global Artificial Intelligence as a Service (AIaaS)Market, by Vertical, 2021 to 2030
Senior Research Analyst Ankit gupta is an analyst in market research industry in ict and semi industry. with post-graduation in "telecom and marketing management" and graduation in "electronics and telecommunication" vertical he is well versed with recent development in ict industry as a whole. having worked on more than 150+ reports including consultation for fortune 500 companies such as microsoft and rio tinto in identifying solutions with respect to business problems his opinions are inclined towards mixture of technical and managerial aspects.
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