This report was recently updated on May 9 2024 with the latest and most recent
market numbers
Global Causal AI Market Size, Trends & Analysis - Forecasts to 2028 By Offering Type (Platform and Services), By End-use Industry (BFSI, Transportation & Logistics, Healthcare, Retail, Manufacturing, and Other Industries), and By Region (North America, Asia Pacific, Central & South America, Europe, and Middle East and Africa), Competitive Landscape, Company Market Share Analysis, and End User Analysis
The global causal AI market is expected to grow at a CAGR of 39.1% from 2023 to 2028. The casual AI market focuses on providing artificial intelligence (AI) products and systems specifically designed for consumer-oriented use cases. These applications cater to non-technical users, offering easy-to-use and convenient experiences. Casual AI encompasses a range of AI-based goods, services, and software aimed at making users' lives easier. The casual AI market encompasses well-known applications like virtual assistants, chatbots, recommendation systems, personalized content distribution, and AI-driven tools seamlessly integrated into consumer products such as smartphones, smart home appliances, wearables, and entertainment systems. Natural language processing and machine learning techniques are used by virtual assistants like Siri and Alexa to understand user instructions and provide helpful responses. Chatbots are employed in customer care applications, social media platforms employ AI algorithms for content curation, and personalized recommendations are offered based on user interests.
The casual AI market is experiencing significant growth driven by various factors. The development of virtual assistants and chatbots capable of natural language conversations has increased the demand for casual AI applications. The increased affordability of hardware, cloud computing, and storage has expanded the accessibility of AI technology to a broader spectrum of individuals and organizations. This cost reduction has facilitated the development and adoption of casual AI applications, bringing AI closer to everyday consumers and fostering market innovation. Personalization plays a crucial role in casual AI applications, utilizing user data to offer customized experiences. However, privacy concerns regarding data collection and usage may affect user adoption and trust. Voice-activated AI interfaces, such as virtual assistants, offer convenient, hands-free interactions and present opportunities for further growth. Furthermore, casual AI can enhance augmented reality (AR) and virtual reality (VR) experiences, making virtual environments more dynamic, flexible, and responsive to human behaviour, opening up possibilities for virtual tours, immersive gaming, and online shopping.
The casual AI market offers growth opportunities for companies by leveraging AI technology to provide personalized interactions, enhance user engagement, and create voice-activated interfaces. The decreasing costs of hardware, cloud computing, and storage enable affordable deployment, expanding the customer base. AI algorithms for personalized content curation and recommendation systems enhance user satisfaction, while voice-activated AI interfaces enable hands-free interactions. The integration of AI in augmented and virtual reality applications creates immersive experiences for virtual tours, gaming, and e-commerce. Overall, the casual AI market offers ample prospects for companies to leverage AI technology and meet evolving consumer needs.
Based on offering type, the market is segmented into platform and services. The services segment is expected to dominate the market during the forecast period. This is because it provides expert guidance, consultation, and support for organizations adopting causal inference tools. This segment is vital for enhancing prediction accuracy and data-driven decision-making capabilities. It comprises professionals with specialized knowledge, including data scientists, statisticians, software developers, and domain specialists, who are essential for successful implementation.
Based on end-use industry, the market is segmented into BFSI, transportation & logistics, healthcare, retail, manufacturing, and other industries. The healthcare segment is expected to dominate the market during the forecast period. This is due to the increased demand for sophisticated analytics and predictive modelling to boost operational effectiveness, optimize treatment regimens, and improve patient outcomes. Causal AI enables healthcare organizations to identify causal relationships in complex medical data, leading to more effective decision-making and personalized patient care.
North America is analysed to be the largest region in the global causal AI market during the forecast period. North America is a leading market for causal AI due to its technological advancements, diverse industries, and supportive infrastructure. The region's well-established infrastructure, including advanced cloud computing and data centers, supports the implementation and scalability of causal AI applications. The region's diverse industries, such as healthcare, finance, retail, and manufacturing, recognize the value of causal inference tools for insights, decision-making, and operational efficiency. The favourable investment attracts significant funding and venture capital, driving growth of causal AI companies and market expansion. The region's high level of awareness and adoption of AI technologies contributes to the regional market growth. Overall, North America's technological leadership, diverse industries, supportive infrastructure, investment opportunities, and market readiness make it the largest region in the global causal AI market.
Asia Pacific is analysed to be the fastest growing region across the global causal AI market. The APAC region is experiencing significant technological advancements and digital transformation, leading to increased adoption of AI technologies for better decision-making and predictive analytics. The region's diverse consumer base, increasing consumer expectations for personalized experiences, improved customer service, and data-driven solutions, creates a vast market opportunity for causal AI. Emerging economies with thriving startup ecosystems and a strong focus on innovation create a conducive environment for causal AI development. Governments in the region are actively promoting AI initiatives, investing in research and development, implementing policies to support AI adoption, fostering a favourable regulatory environment, and encouraging collaborations between industry players, academia, and research institutions. This combination makes the APAC region a hotbed for causal AI adoption, making it the fastest-growing region in the market.
The key players operating in the market are IBM Corp., CausaLens, Microsoft Corp., Causaly, Aitia/GNS Healthcare, AWS Inc., Cognizant, Scalnyx, Data Robot, Xplain Data, and Dynatrace, among others.
Please note: This is not an exhaustive list of companies profiled in the report.
1 STRATEGIC INSIGHTS ON NEW REVENUE POCKETS
1.1 Strategic Opportunity & Attractiveness Analysis
1.1.1 Hot Revenue Pockets
1.1.2 Market Attractiveness Score
1.1.3 Revenue Impacting Opportunity
1.1.4 High Growing Region/Country
1.1.5 Competitor Analysis
1.1.6 Consumer Analysis
1.2 Global Market Estimates' View
1.3 Strategic Insights across Business Functions
1.3.1 For Chief Executive Officers
1.3.2 For Chief Marketing Officers
1.3.3 For Chief Strategy Officers
1.4 Evaluate the Potential of your Existing Business Lines vs. New Lines to Enter Into
2 TECHNOLOGICAL TRENDS
2.1 Technological Adoption Rate
2.2 Current Trend Impact Analysis
2.3 Future Trend Impact Analysis
2.4 Data Metrics on Feed Stocks
3 GLOBAL MARKET OUTLOOK
3.1 Market Pyramid Analysis
3.1.1 Introduction
3.1.2 Adjacent Market Opportunities
3.1.3 Ancillary Market Opportunities
3.2 Demand Side Analysis
3.2.1 Market Drivers: Impact Analysis
3.2.2 Market Restraints: Impact Analysis
3.2.3 Market OpportunIties: Impact Analysis
3.2.4 Market Challenges: Impact Analysis
3.3 Supply Side Analysis
3.3.1 Porter’s Five Forces Analysis
3.3.1.1 Threat of New Entrants
3.3.1.2 Threat of New Substitutes
3.3.1.3 Bargaining Power of Suppliers
3.3.1.4 Bargaining Power of Buyers
3.3.1.5 Intensity of Competitive Rivalry
3.3.2 SWOT Analysis; By Factor (Political & Legal, Economic, and Technological)
3.3.2.1 Political Landscape
3.3.2.2 Economic Landscape
3.3.2.3 Social Landscape
3.3.2.4 Technology Landscape
3.3.3 Value Chain Analysis
3.3.4 Trend Analysis
3.3.5 Gap Analysis
3.3.6 Cost Analysis
4 GLOBAL GLOBAL CAUSAL AI MARKET, BY OFFERING TYPE
4.1 Introduction
4.2 Global Causal AI Market: Offering Type Scope Key Takeaways
4.3 Revenue Growth Analysis, 2022 & 2028
4.4 Platform
4.4.1 Platform Market Estimates and Forecast, 2020-2028 (USD Billion)
4.5 Services
4.5.1 Services Market Estimates and Forecast, 2020-2028 (USD Billion)
5 GLOBAL GLOBAL CAUSAL AI MARKET, BY END-USE INDUSTRY
5.1 Introduction
5.2 Global Causal AI Market: End-Use Industry Scope Key Takeaways
5.3 Revenue Growth Analysis, 2022 & 2028
5.4 Business, Financial Services & Insurance (BFSI)
5.4.1 Business, Financial Services & Insurance (BFSI) Market Estimates And Forecast, 2020-2028 (USD Billion)
5.5 Transportation & Logistics
5.5.1 Transportation & Logistics Market Estimates And Forecast, 2020-2028 (USD Billion)
5.6 Healthcare
5.6.1 Healthcare Market Estimates And Forecast, 2020-2028 (USD Billion)
5.7 Retail
5.7.1 Retail Market Estimates And Forecast, 2020-2028 (USD Billion)
5.8 Manufacturing
5.8.1 Manufacturing Market Estimates And Forecast, 2020-2028 (USD Billion)
5.9 Other Industries
5.9.1 Other Industries Market Estimates And Forecast, 2020-2028 (USD Billion)
6 GLOBAL GLOBAL CAUSAL AI MARKET, BY REGION
6.1 Introduction
6.2 North America Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.2.1 By Offering Type
6.2.2 By End-Use Industry
6.2.3 By Country
6.2.3.1 U.S. Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.2.3.1.1 By Offering Type
6.2.3.1.2 By End-Use Industry
6.2.3.2 Canada Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.2.3.2.1 By Offering Type
6.2.3.2.2 By End-Use Industry
6.2.3.3 Mexico Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.2.3.3.1 By Offering Type
6.2.3.3.2 By End-Use Industry
6.3 Europe Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.1 By Offering Type
6.3.2 By End-Use Industry
6.3.3 By Country
6.3.3.1 Germany Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.1.1 By Offering Type
6.3.3.1.2 By End-Use Industry
6.3.3.2 U.K. Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.2.1 By Offering Type
6.3.3.2.2 By End-Use Industry
6.3.3.3 France Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.3.1 By Offering Type
6.3.3.3.2 By End-Use Industry
6.3.3.4 Italy Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.4.1 By Offering Type
6.3.3.4.2 By End-Use Industry
6.3.3.5 Spain Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.5.1 By Offering Type
6.3.3.5.2 By End-Use Industry
6.3.3.6 Netherlands Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.6.1 By Offering Type
6.3.3.6.2 By End-Use Industry
6.3.3.7 Rest of Europe Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.3.3.6.1 By Offering Type
6.3.3.6.2 By End-Use Industry
6.4 Asia Pacific Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.1 By Offering Type
6.4.2 By End-Use Industry
6.4.3 By Country
6.4.3.1 China Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.1.1 By Offering Type
6.4.3.1.2 By End-Use Industry
6.4.3.2 Japan Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.2.1 By Offering Type
6.4.3.2.2 By End-Use Industry
6.4.3.3 India Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.3.1 By Offering Type
6.4.3.3.2 By End-Use Industry
6.4.3.4 South Korea Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.4.1 By Offering Type
6.4.3.4.2 By End-Use Industry
6.4.3.5 Singapore Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.5.1 By Offering Type
6.4.3.5.2 By End-Use Industry
6.4.3.6 Malaysia Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.6.1 By Offering Type
6.4.3.6.2 By End-Use Industry
6.4.3.7 Thailand Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.6.1 By Offering Type
6.4.3.6.2 By End-Use Industry
6.4.3.8 Indonesia Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.7.1 By Offering Type
6.4.3.7.2 By End-Use Industry
6.4.3.9 Vietnam Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.8.1 By Offering Type
6.4.3.8.2 By End-Use Industry
6.4.3.10 Taiwan Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.10.1 By Offering Type
6.4.3.10.2 By End-Use Industry
6.4.3.11 Rest of Asia Pacific Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.4.3.11.1 By Offering Type
6.4.3.11.2 By End-Use Industry
6.5 Middle East and Africa Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5.1 By Offering Type
6.5.2 By End-Use Industry
6.5.3 By Country
6.5.3.1 Saudi Arabia Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5.3.1.1 By Offering Type
6.5.3.1.2 By End-Use Industry
6.5.3.2 U.A.E. Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5.3.2.1 By Offering Type
6.5.3.2.2 By End-Use Industry
6.5.3.3 Israel Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5.3.3.1 By Offering Type
6.5.3.3.2 By End-Use Industry
6.5.3.4 South Africa Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5.3.4.1 By Offering Type
6.5.3.4.2 By End-Use Industry
6.5.3.5 Rest of Middle East and Africa Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5.3.5.1 By Offering Type
6.5.3.5.2 By End-Use Industry
6.6 Central & South America Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.6.1 By Offering Type
6.6.2 By End-Use Industry
6.6.3 By Country
6.6.3.1 Brazil Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.6.3.1.1 By Offering Type
6.6.3.1.2 By End-Use Industry
6.6.3.2 Argentina Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.6.3.2.1 By Offering Type
6.6.3.2.2 By End-Use Industry
6.6.3.3 Chile Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.6.3.3.1 By Offering Type
6.6.3.3.2 By End-Use Industry
6.6.3.3 Rest of Central & South America Global Causal AI Market Estimates and Forecast, 2020-2028 (USD Billion)
6.6.3.3.1 By Offering Type
6.6.3.3.2 By End-Use Industry
7 COMPETITIVE LANDCAPE
7.1 Company Market Share Analysis
7.2 Four Quadrant Positioning Matrix
7.2.1 Market Leaders
7.2.2 Market Visionaries
7.2.3 Market Challengers
7.2.4 Niche Market Players
7.3 Vendor Landscape
7.3.1 North America
7.3.2 Europe
7.3.3 Asia Pacific
7.3.4 Rest of the World
7.4 Company Profiles
7.4.1 IBM Corp.
7.4.1.1 Business Description & Financial Analysis
7.4.1.2 SWOT Analysis
7.4.1.3 Products & Services Offered
7.4.1.4 Strategic Alliances between Business Partners
7.4.2 Microsoft Corp.
7.4.2.1 Business Description & Financial Analysis
7.4.2.2 SWOT Analysis
7.4.2.3 Products & Services Offered
7.4.2.4 Strategic Alliances between Business Partners
7.4.3 Causaly
7.4.3.1 Business Description & Financial Analysis
7.4.3.2 SWOT Analysis
7.4.3.3 Products & Services Offered
7.4.3.4 Strategic Alliances between Business Partners
7.4.4 AWS Inc.
7.4.4.1 Business Description & Financial Analysis
7.4.4.2 SWOT Analysis
7.4.4.3 Products & Services Offered
7.4.4.4 Strategic Alliances between Business Partners
7.4.5 CausaLens
7.4.5.1 Business Description & Financial Analysis
7.4.5.2 SWOT Analysis
7.4.5.3 Products & Services Offered
7.4.5.4 Strategic Alliances between Business Partners
7.4.6 Aitia/GNS Healthcare
7.4.6.1 Business Description & Financial Analysis
7.4.6.2 SWOT Analysis
7.4.6.3 Products & Services Offered
7.4.6.4 Strategic Alliances between Business Partners
7.4.7 Xplain Data
7.4.7.1 Business Description & Financial Analysis
7.4.7.2 SWOT Analysis
7.4.7.3 Products & Services Offered
7.4.7.4 Strategic Alliances between Business Partners
7.4.8 Cognizant
7.4.8.1 Business Description & Financial Analysis
7.4.8.2 SWOT Analysis
7.4.8.3 Products & Services Offered
7.4.8.4 Strategic Alliances between Business Partners
7.4.9 Dynatrace
7.4.9.1 Business Description & Financial Analysis
7.4.9.2 SWOT Analysis
7.4.9.3 Products & Services Offered
7.4.9.4 Strategic Alliances between Business Partners
7.4.10 Other Companies
7.4.10.1 Business Description & Financial Analysis
7.4.10.2 SWOT Analysis
7.4.10.3 Products & Services Offered
7.4.10.4 Strategic Alliances between Business Partners
8 RESEARCH METHODOLOGY
8.1 Market Introduction
8.1.1 Market Definition
8.1.2 Market Scope & Segmentation
8.2 Information Procurement
8.2.1 Secondary Research
8.2.1.1 Purchased Databases
8.2.1.2 GMEs Internal Data Repository
8.2.1.3 Secondary Resources & Third Party Perspectives
8.2.1.4 Company Information Sources
8.2.2 Primary Research
8.2.2.1 Various Types of Respondents for Primary Interviews
8.2.2.2 Number of Interviews Conducted throughout the Research Process
8.2.2.3 Primary Stakeholders
8.2.2.4 Discussion Guide for Primary Participants
8.2.3 Expert Panels
8.2.3.1 Expert Panels Across 30+ Industry
8.2.4 Paid Local Experts
8.2.4.1 Paid Local Experts Across 30+ Industry Across each Region
8.3 Market Estimation
8.3.1 Top-Down Approach
8.3.1.1 Macro-Economic Indicators Considered
8.3.1.2 Micro-Economic Indicators Considered
8.3.2 Bottom Up Approach
8.3.2.1 Company Share Analysis Approach
8.3.2.2 Estimation of Potential Product Sales
8.4 Data Triangulation
8.4.1 Data Collection
8.4.2 Time Series, Cross Sectional & Panel Data Analysis
8.4.3 Cluster Analysis
8.5 Analysis and Output
8.5.1 Inhouse AI Based Real Time Analytics Tool
8.5.2 Output From Desk & Primary Research
8.6 Research Assumptions & Limitations
8.6.1 Research Assumptions
8.6.2 Research Limitations
LIST OF TABLES
1 Global Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
2 Platform Market, By Region, 2020-2028 (USD Billion)
3 Services Market, By Region, 2020-2028 (USD Billion)
4 Global Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
5 Business, Financial Services & Insurance (BFSI) Market, By Region, 2020-2028 (USD Billion)
6 Transportation & Logistics Market, By Region, 2020-2028 (USD Billion)
7 Healthcare Market, By Region, 2020-2028 (USD Billion)
8 Retail Market, By Region, 2020-2028 (USD Billion)
9 Manufacturing Market, By Region, 2020-2028 (USD Billion)
10 Other Industries Market, By Region, 2020-2028 (USD Billion)
11 Regional Analysis, 2020-2028 (USD Billion)
12 North America Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
13 North America Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
14 U.S. Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
15 U.S. Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
16 Canada Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
17 Canada Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
18 Mexico Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
19 Mexico Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
20 Europe Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
21 Europe Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
22 Germany Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
23 Germany Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
24 U.K. Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
25 U.K. Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
26 France Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
27 France Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
28 Italy Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
29 Italy Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
30 Spain Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
31 Spain Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
32 Netherlands Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
33 Netherlands Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
34 Rest Of Europe Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
35 Rest Of Europe Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
36 Asia Pacific Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
37 Asia Pacific Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
38 China Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
39 China Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
40 Japan Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
41 Japan Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
42 India Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
43 India Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
44 South Korea Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
45 South Korea Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
46 Singapore Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
47 Singapore Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
48 Thailand Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
49 Thailand Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
50 Malaysia Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
51 Malaysia Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
52 Indonesia Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
53 Indonesia Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
54 Vietnam Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
55 Vietnam Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
56 Taiwan Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
57 Taiwan Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
58 Rest of APAC Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
59 Rest of APAC Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
60 Middle East and Africa Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
61 Middle East and Africa Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
62 Saudi Arabia Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
63 Saudi Arabia Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
64 UAE Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
65 UAE Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
66 Israel Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
67 Israel Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
68 South Africa Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
69 South Africa Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
70 Rest Of Middle East and Africa Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
71 Rest Of Middle East and Africa Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
72 Central & South America Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
73 Central & South America Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
74 Brazil Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
75 Brazil Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
76 Chile Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
77 Chile Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
78 Argentina Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
79 Argentina Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
80 Rest Of Central & South America Global Causal AI Market, By Offering Type, 2020-2028 (USD Billion)
81 Rest Of Central & South America Global Causal AI Market, By End-Use Industry, 2020-2028 (USD Billion)
82 IBM Corp.: Products & Services Offering
83 Microsoft Corp.: Products & Services Offering
84 Causaly: Products & Services Offering
85 AWS Inc.: Products & Services Offering
86 CausaLens: Products & Services Offering
87 AITIA/GNS HEALTHCARE: Products & Services Offering
88 Xplain Data: Products & Services Offering
89 Cognizant: Products & Services Offering
90 Dynatrace: Products & Services Offering
91 Other Companies: Products & Services Offering
LIST OF FIGURES
1 Global Global Causal AI Market Overview
2 Global Global Causal AI Market Value From 2020-2028 (USD Billion)
3 Global Global Causal AI Market Share, By Offering Type (2022)
4 Global Global Causal AI Market Share, By End-Use Industry (2022)
5 Global Global Causal AI Market, By Region (Asia Pacific Market)
6 Technological Trends In Global Global Causal AI Market
7 Four Quadrant Competitor Positioning Matrix
8 Impact Of Macro & Micro Indicators On The Market
9 Impact Of Key Drivers On The Global Global Causal AI Market
10 Impact Of Challenges On The Global Global Causal AI Market
11 Porter’s Five Forces Analysis
12 Global Global Causal AI Market: By Offering Type Scope Key Takeaways
13 Global Global Causal AI Market, By Offering Type Segment: Revenue Growth Analysis
14 Platform Market, By Region, 2020-2028 (USD Billion)
15 Services Market, By Region, 2020-2028 (USD Billion)
16 Global Global Causal AI Market: By End-Use Industry Scope Key Takeaways
17 Global Global Causal AI Market, By End-Use Industry Segment: Revenue Growth Analysis
18 Business, Financial Services & Insurance (BFSI) Market, By Region, 2020-2028 (USD Billion)
19 Transportation & Logistics Market, By Region, 2020-2028 (USD Billion)
20 Healthcare Market, By Region, 2020-2028 (USD Billion)
21 Retail Market, By Region, 2020-2028 (USD Mllion)
22 Manufacturing Market, By Region, 2020-2028 (USD Billion)
23 Other Industries Market, By Region, 2020-2028 (USD Billion)
24 Regional Segment: Revenue Growth Analysis
25 Global Global Causal AI Market: Regional Analysis
26 North America Global Causal AI Market Overview
27 North America Global Causal AI Market, By Offering Type
28 North America Global Causal AI Market, By End-Use Industry
29 North America Global Causal AI Market, By Country
30 U.S. Global Causal AI Market, By Offering Type
31 U.S. Global Causal AI Market, By End-Use Industry
32 Canada Global Causal AI Market, By Offering Type
33 Canada Global Causal AI Market, By End-Use Industry
34 Mexico Global Causal AI Market, By Offering Type
35 Mexico Global Causal AI Market, By End-Use Industry
36 Four Quadrant Positioning Matrix
37 Company Market Share Analysis
38 IBM Corp.: Company Snapshot
39 IBM Corp.: SWOT Analysis
40 IBM Corp.: Geographic Presence
41 Microsoft Corp.: Company Snapshot
42 Microsoft Corp.: SWOT Analysis
43 Microsoft Corp.: Geographic Presence
44 Causaly: Company Snapshot
45 Causaly: SWOT Analysis
46 Causaly: Geographic Presence
47 AWS Inc.: Company Snapshot
48 AWS Inc.: Swot Analysis
49 AWS Inc.: Geographic Presence
50 CausaLens: Company Snapshot
51 CausaLens: SWOT Analysis
52 CausaLens: Geographic Presence
53 Aitia/GNS Healthcare: Company Snapshot
54 Aitia/GNS Healthcare: SWOT Analysis
55 Aitia/GNS Healthcare: Geographic Presence
56 Xplain Data: Company Snapshot
57 Xplain Data: SWOT Analysis
58 Xplain Data: Geographic Presence
59 Cognizant: Company Snapshot
60 Cognizant: SWOT Analysis
61 Cognizant: Geographic Presence
62 Dynatrace: Company Snapshot
63 Dynatrace: SWOT Analysis
64 Dynatrace: Geographic Presence
65 Other Companies: Company Snapshot
66 Other Companies: SWOT Analysis
67 Other Companies: Geographic Presence
The Global Causal AI Market has been studied from the year 2019 till 2028. However, the CAGR provided in the report is from the year 2023 to 2028. The research methodology involved three stages: Desk research, Primary research, and Analysis & Output from the entire research process.
The desk research involved a robust background study which meant referring to paid and unpaid databases to understand the market dynamics; mapping contracts from press releases; identifying the key players in the market, studying their product portfolio, competition level, annual reports/SEC filings & investor presentations; and learning the demand and supply-side analysis for the Causal AI Market.
The primary research activity included telephonic conversations with more than 50 tier 1 industry consultants, distributors, and end-use product manufacturers.
Finally, based on the above thorough research process, an in-depth analysis was carried out considering the following aspects: market attractiveness, current & future market trends, market share analysis, SWOT analysis of the company and customer analytics.
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