Global AI in Risk Management Market Size, Trends & Analysis - Forecasts to 2028 By Technology (Machine Learning, Natural Language Processing, Context-aware Computing, and Others), By Vertical (Healthcare, BFSI, Retail, Government & Defense, Manufacturing, Automotive & Transportation, and Others), By Application (Fraud Detection, Cybersecurity, Credit Scoring, Predictive Maintenance, and Investment Analysis), 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 AI in Risk Management market is expected to grow at a CAGR of 8.6% from 2023 to 2028. AI and machine learning tools are employed due to their predictive analytical capabilities in handling extensive datasets.
The main drivers of the global AI in risk management market are growing need for fraud detection and cost efficiency. The amount of online and offline frauds have increased. Thus the need for advanced and fool proof fraud detection and prevention has driven the demand for AI tools to combat the problem. Also, AI can automate many risk assessment processes. This can reduce the operational costs associated and improve the efficiency of risk management operations. AI tools can also help assess the scope of market volatility and associated risks, especially for financial markets. This technology improves decision-making by providing real-time insights, increasing risk assessment accuracy, and enabling proactive mitigation strategies, crucial for navigating complex and dynamic business environments.
The market also has some restraints. The market growth is adversely impacted by concerns related to data privacy and security, along with a shortage of skilled workforce. Vast quantities of personal data is fed into AI system for drawing analysis but are at a constant risk of getting leaked which raises privacy and security concerns about the sensitive data. There is also a shortage of skilled professionals who can develop, implement and maintain AI systems for risk management.
Based on technology, the market is segmented into machine learning, natural language processing, context-aware computing, and others. Machine learning segment has held the largest share in 2022 and is anticipated to follow the trend during the forecast period. This can be attributed to the fact that machine learning algorithms including supervised and unsupervised learning are used for tasks such as predictive modelling, fraud detection, and anomaly detection.
Context-aware computing segment is projected to witness the fastest growth during the forecast period from 2023 to 2028. It refers to the computer’s ability to understand and work with digital content. It is useful for identifying unusual or risky behaviour by analysing the content of communication and file sharing activities. It is helpful for preventing insider threats within an organization.
Based on vertical, the market is segmented into healthcare, BFSI, retail, government & defense, manufacturing, automotive & transportation, and others. The BFSI segment is expected to lead the market during the forecast period. Financial institutions use AI to detect fraudulent activities such as credit card fraud, identity theft. Banks and lending institutions also use AI to automate the process of identifying the creditworthiness of borrowers.
Manufacturing segment is projected to witness the fastest growth highest during the forecast period. This is because the manufacturing sector is assisted by the supply chain. Supply chain involves several risks regarding distribution, supply, and demand. AI can help identify the risks involved and the solutions which can help prevent or mitigate the risks.
Based on application, the market is segmented into fraud detection, cybersecurity, credit scoring, predictive maintenance, and investment analysis. Fraud detection segment is expected to dominate the global market and is anticipated to follow the same during the forecast period. This is because AI is very useful for data analysis involving vast amounts of data. This helps to detect anomalies and abnormal patterns in the data which can indicate towards risks and assist in prevention of fraud.
Predictive maintenance segment is projected to witness the fastest growth during the forecast period. A proactive maintenance approach utilizes AI and ML to anticipate potential equipment or machinery failures. Real-time data, gathered through sensors and IoT devices, is monitored for variables such as temperature and vibration to predict potential issues. The data collected overtime is analysed to identify patterns and detect anomalies.
North America is analysed to be the largest region in the global AI in risk management market during the forecast period. North America has developed nations which are technologically very advanced. There are several software companies such as google and NVIDIA who have been integrating and innovating using AI tools to offer advanced technological services.
Asia Pacific is analysed to be the fastest growing region in the global AI in risk management market during the forecast period. Increase in the integration of AI In risk management technology is happening in various firms in the Asia Pacific region, particularly in China and Japan. Cyberattacks and data risks have increased throughout the region. Additionally, large companies and start-ups are making significant investments in order to offer consumers excellent data security services at a competitive price, which is anticipated to increase demand for AI in risk management in the area.
The key players operating in the market are Smart Bridge, Logic Manager, CCMSI, Bizvibe, Protecht, Yodel Services, MetricStream, Navex Global, Origami Risk, RMS, Deltek, Congruity360, and Enablon, among others.
Please note: This is not an exhaustive list of companies profiled in the report.
In October 2023, Financial Conduct Authority (FCA) of UK mentioned financial institutions’ adoption of artificial intelligence is creating a new source of third-party risk that firms must build into their broader governance framework.
In October 2023, Smartbridge concluded the latest hackathon with a theme of AI-led solutions. With the rapid release of so many technologies this year, the event necessitated time to stop and focus on the true impact for the real world.
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
3 GLOBAL AI IN RISK MANAGEMENT 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 AI IN RISK MANAGEMENT MARKET, BY TECHNOLOGY
4.1 Introduction
4.2 AI in Risk Management Market: Technology Scope Key Takeaways
4.3 Revenue Growth Analysis, 2022 & 2028
4.4 Machine Learning
4.4.1 Machine Learning Market Estimates and Forecast, 2020-2028 (USD Million)
4.5 Natural Language Processing
4.5.1 Natural Language Processing Market Estimates and Forecast, 2020-2028 (USD Million)
4.6 Context-aware Computing
4.6.1 Context-aware Computing Market Estimates and Forecast, 2020-2028 (USD Million)
4.7 Others
4.7.1 Others Market Estimates and Forecast, 2020-2028 (USD Million)
5 GLOBAL AI IN RISK MANAGEMENT MARKET, BY VERTICAL
5.1 Introduction
5.2 AI in Risk Management Market: Vertical Scope Key Takeaways
5.3 Revenue Growth Analysis, 2022 & 2028
5.4 Healthcare
5.4.1 Healthcare Market Estimates and Forecast, 2020-2028 (USD Million)
5.5 BFSI
5.5.1 BFSI Market Estimates and Forecast, 2020-2028 (USD Million)
5.6 Retail
5.6.1 Retail Market Estimates and Forecast, 2020-2028 (USD Million)
5.7 Government & Defense
5.7.1 Government & Defense Market Estimates and Forecast, 2020-2028 (USD Million)
5.8 Manufacturing
5.8.1 Manufacturing Market Estimates and Forecast, 2020-2028 (USD Million)
5.9 Automotive & Transportation
5.9.1 Automotive & Transportation Market Estimates and Forecast, 2020-2028 (USD Million)
5.10 Others
5.10.1 Others Market Estimates and Forecast, 2020-2028 (USD Million)
6 GLOBAL AI IN RISK MANAGEMENT MARKET, BY APPLICATION
6.1 Introduction
6.2 AI in Risk Management Market: Application Scope Key Takeaways
6.3 Revenue Growth Analysis, 2022 & 2028
6.4 Fraud Detection
6.4.1 Fraud Detection Market Estimates and Forecast, 2020-2028 (USD Million)
6.5 Cybersecurity
6.5.1 Cybersecurity Market Estimates and Forecast, 2020-2028 (USD Million)
6.6 Credit Scoring
6.6.1 Credit Scoring Market Estimates and Forecast, 2020-2028 (USD Million)
6.7 Predictive Maintenance
6.7.1 Predictive Maintenance Market Estimates and Forecast, 2020-2028 (USD Million)
6.8 Investment Analysis
6.8.1 Investment Analysis Market Estimates and Forecast, 2020-2028 (USD Million)
7 GLOBAL AI IN RISK MANAGEMENT MARKET, BY REGION
7.1 Introduction
7.2 North America AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.2.1 By Technology
7.2.2 By Vertical
7.2.3 By Application
7.2.4 By Country
7.2.4.1 U.S. AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.2.4.1.1 By Technology
7.2.4.1.2 By Vertical
7.2.4.1.3 By Application
7.2.4.2 Canada AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.2.4.2.1 By Technology
7.2.4.2.2 By Vertical
7.2.4.2.3 By Application
7.2.4.3 Mexico AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.2.4.3.1 By Technology
7.2.4.3.2 By Vertical
7.2.4.3.3 By Application
7.3 Europe AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.1 By Technology
7.3.2 By Vertical
7.3.3 By Application
7.3.4 By Country
7.3.4.1 Germany AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.1.1 By Technology
7.3.4.1.2 By Vertical
7.3.4.1.3 By Application
7.3.4.2 U.K. AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.2.1 By Technology
7.3.4.2.2 By Vertical
7.3.4.2.3 By Application
7.3.4.3 France AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.3.1 By Technology
7.3.4.3.2 By Vertical
7.3.4.3.3 By Application
7.3.4.4 Italy AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.4.1 By Technology
7.3.4.4.2 By Vertical
7.2.4.4.3 By Application
7.3.4.5 Spain AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.5.1 By Technology
7.3.4.5.2 By Vertical
7.2.4.5.3 By Application
7.3.4.6 Netherlands AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.6.1 By Technology
7.3.4.6.2 By Vertical
7.2.4.6.3 By Application
7.3.4.7 Rest of Europe AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.3.4.7.1 By Technology
7.3.4.7.2 By Vertical
7.2.4.7.3 By Application
7.4 Asia Pacific AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.1 By Technology
7.4.2 By Vertical
7.4.3 By Application
7.4.4 By Country
7.4.4.1 China AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.1.1 By Technology
7.4.4.1.2 By Vertical
7.4.4.1.3 By Application
7.4.4.2 Japan AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.2.1 By Technology
7.4.4.2.2 By Vertical
7.4.4.2.3 By Application
7.4.4.3 India AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.3.1 By Technology
7.4.4.3.2 By Vertical
7.4.4.3.3 By Application
7.4.4.4 South Korea AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.4.1 By Technology
7.4.4.4.2 By Vertical
7.4.4.4.3 By Application
7.4.4.5 Singapore AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.5.1 By Technology
7.4.4.5.2 By Vertical
7.4.4.5.3 By Application
7.4.4.6 Malaysia AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.6.1 By Technology
7.4.4.6.2 By Vertical
7.4.4.6.3 By Application
7.4.4.7 Thailand AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.7.1 By Technology
7.4.4.7.2 By Vertical
7.4.4.7.3 By Application
7.4.4.8 Indonesia AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.8.1 By Technology
7.4.4.8.2 By Vertical
7.4.4.8.3 By Application
7.4.4.9 Vietnam AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.9.1 By Technology
7.4.4.9.2 By Vertical
7.4.4.9.3 By Application
7.4.4.10 Taiwan AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.10.1 By Technology
7.4.4.10.2 By Vertical
7.4.4.10.3 By Application
7.4.4.11 Rest of Asia Pacific AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.4.4.11.1 By Technology
7.4.4.11.2 By Vertical
7.4.4.11.3 By Application
7.5 Middle East and Africa AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.5.1 By Technology
7.5.2 By Vertical
7.5.3 By Application
7.5.4 By Country
7.5.4.1 Saudi Arabia AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.5.4.1.1 By Technology
7.5.4.1.2 By Vertical
7.5.4.1.3 By Application
7.5.4.2 U.A.E. AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.5.4.2.1 By Technology
7.5.4.2.2 By Vertical
7.5.4.2.3 By Application
7.5.4.3 Israel AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.5.4.3.1 By Technology
7.5.4.3.2 By Vertical
7.5.4.3.3 By Application
7.5.4.4 South Africa AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.5.4.4.1 By Technology
7.5.4.4.2 By Vertical
7.5.4.4.3 By Application
7.5.4.5 Rest of Middle East and Africa AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.5.4.5.1 By Technology
7.5.4.5.2 By Vertical
7.5.4.5.2 By Application
7.6 Central & South America AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.6.1 By Technology
7.6.2 By Vertical
7.6.3 By Application
7.6.4 By Country
7.6.4.1 Brazil AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.6.4.1.1 By Technology
7.6.4.1.2 By Vertical
7.6.4.1.3 By Application
7.6.4.2 Argentina Eaporative Air Cooler Market Estimates and Forecast, 2020-2028 (USD Million)
7.6.4.2.1 By Technology
7.6.4.2.2 By Vertical
7.6.4.2.3 By Application
7.6.4.3 Chile AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.6.4.3.1 By Technology
7.6.4.3.2 By Vertical
7.6.4.3.3 By Application
7.6.4.4 Rest of Central & South America AI in Risk Management Market Estimates and Forecast, 2020-2028 (USD Million)
7.6.4.4.1 By Technology
7.6.4.4.2 By Vertical
7.6.4.4.3 By Application
8 COMPETITIVE LANDCAPE
8.1 Company Market Share Analysis
8.2 Four Quadrant Positioning Matrix
8.2.1 Market Leaders
8.2.2 Market Visionaries
8.2.3 Market Challengers
8.2.4 Niche Market Players
8.3 Vendor Landscape
8.3.1 North America
8.3.2 Europe
8.3.3 Asia Pacific
8.3.4 Rest of the World
8.4 Company Profiles
8.4.1 SMART BRIDGE
8.4.1.1 Business Description & Financial Analysis
8.4.1.2 SWOT Analysis
8.4.1.3 Products & Services Offered
8.4.1.4 Strategic Alliances between Business Partners
8.4.2 Logic Manager
8.4.2.1 Business Description & Financial Analysis
8.4.2.2 SWOT Analysis
8.4.2.3 Products & Services Offered
8.4.2.4 Strategic Alliances between Business Partners
8.4.3 CCMSI
8.4.3.1 Business Description & Financial Analysis
8.4.3.2 SWOT Analysis
8.4.3.3 Products & Services Offered
8.4.3.4 Strategic Alliances between Business Partners
8.4.4 Bizvibe
8.4.4.1 Business Description & Financial Analysis
8.4.4.2 SWOT Analysis
8.4.4.3 Products & Services Offered
8.4.4.4 Strategic Alliances between Business Partners
8.4.5 Protecht
8.4.5.1 Business Description & Financial Analysis
8.4.5.2 SWOT Analysis
8.4.5.3 Products & Services Offered
8.4.5.4 Strategic Alliances between Business Partners
8.4.6 YODEL SERVICES
8.4.6.1 Business Description & Financial Analysis
8.4.6.2 SWOT Analysis
8.4.6.3 Products & Services Offered
8.4.6.4 Strategic Alliances between Business Partners
8.4.7 MetricStream
8.4.7.1 Business Description & Financial Analysis
8.4.7.2 SWOT Analysis
8.4.7.3 Products & Services Offered
8.4.8.4 Strategic Alliances between Business Partners
8.4.8 Navex Global
8.4.8.1 Business Description & Financial Analysis
8.4.8.2 SWOT Analysis
8.4.8.3 Products & Services Offered
8.4.8.4 Strategic Alliances between Business Partners
8.4.9 Origami Risk
8.4.9.1 Business Description & Financial Analysis
8.4.9.2 SWOT Analysis
8.4.9.3 Products & Services Offered
8.4.9.4 Strategic Alliances between Business Partners
8.4.10 RMS
8.4.10.1 Business Description & Financial Analysis
8.4.10.2 SWOT Analysis
8.4.10.3 Products & Services Offered
8.4.10.4 Strategic Alliances between Business Partners
8.4.11 Deltek
8.4.11.1 Business Description & Financial Analysis
8.4.11.2 SWOT Analysis
8.4.11.3 Products & Services Offered
8.4.11.4 Strategic Alliances between Business Partners
8.4.12 Congruity360
8.4.12.1 Business Description & Financial Analysis
8.4.12.2 SWOT Analysis
8.4.12.3 Products & Services Offered
8.4.12.4 Strategic Alliances between Business Partners
8.4.13 Enablon
8.4.13.1 Business Description & Financial Analysis
8.4.13.2 SWOT Analysis
8.4.13.3 Products & Services Offered
8.4.13.4 Strategic Alliances between Business Partners
8.4.14 Other Companies
8.4.14.1 Business Description & Financial Analysis
8.4.14.2 SWOT Analysis
8.4.14.3 Products & Services Offered
8.4.14.4 Strategic Alliances between Business Partners
9 RESEARCH METHODOLOGY
9.1 Market Introduction
9.1.1 Market Definition
9.1.2 Market Scope & Segmentation
9.2 Information Procurement
9.2.1 Secondary Research
9.2.1.1 Purchased Databases
9.2.1.2 GMEs Internal Data Repository
9.2.1.3 Secondary Resources & Third Party Perspectives
9.2.1.4 Company Information Sources
9.2.2 Primary Research
9.2.2.1 Various End Use of Respondents for Primary Interviews
9.2.2.2 Number of Interviews Conducted throughout the Research Process
9.2.2.3 Primary Stakeholders
9.2.2.4 Discussion Guide for Primary Participants
9.2.3 Expert Panels
9.2.3.1 Expert Panels Across 30+ Industry
9.2.4 Paid Local Experts
9.2.4.1 Paid Local Experts Across 30+ Industry Across each Region
9.3 Market Estimation
9.3.1 Top-Down Approach
9.3.1.1 Macro-Economic Indicators Considered
9.3.1.2 Micro-Economic Indicators Considered
9.3.2 Bottom Up Approach
9.3.2.1 Company Share Analysis Approach
9.3.2.2 Estimation of Potential Product Sales
9.4 Data Triangulation
9.4.1 Data Collection
9.4.2 Time Series, Cross Sectional & Panel Data Analysis
9.4.3 Cluster Analysis
9.5 Analysis and Output
9.5.1 Inhouse AI Based Real Time Analytics Tool
9.5.2 Output From Desk & Primary Research
9.6 Research Assumptions & Limitations
9.7.1 Research Assumptions
9.7.2 Research Limitations
LIST OF TABLES
1 Global AI in Risk Management Market, By Technology, 2020-2028 (USD Mllion)
2 Machine Learning Market, By Region, 2020-2028 (USD Mllion)
3 Natural Language Processing Market, By Region, 2020-2028 (USD Mllion)
4 Context-aware Computing Market, By Region, 2020-2028 (USD Mllion)
5 Others Market, By Region, 2020-2028 (USD Mllion)
6 Global AI in Risk Management Market, By Vertical, 2020-2028 (USD Mllion)
7 Healthcare Market, By Region, 2020-2028 (USD Mllion)
8 BFSI Market, By Region, 2020-2028 (USD Mllion)
9 Retail Market, By Region, 2020-2028 (USD Mllion)
10 Government & Defense Market, By Region, 2020-2028 (USD Mllion)
11 Manufacturing Market, By Region, 2020-2028 (USD Mllion)
12 Automotive & Transportation Market, By Region, 2020-2028 (USD Mllion)
13 Others Market, By Region, 2020-2028 (USD Mllion)
14 Global AI in Risk Management Market, By Application, 2020-2028 (USD Mllion)
15 Fraud Detection Market, By Region, 2020-2028 (USD Mllion)
16 Cybersecurity Market, By Region, 2020-2028 (USD Mllion)
17 Credit Scoring Market, By Region, 2020-2028 (USD Mllion)
18 Predictive Maintenance Market, By Region, 2020-2028 (USD Mllion)
19 Investmnt Analysis Market, By Region, 2020-2028 (USD Mllion)
20 Regional Analysis, 2020-2028 (USD Mllion)
21 North America AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
22 North America AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
23 North America AI in Risk Management Market, By Application, 2020-2028 (USD Million)
24 North America AI in Risk Management Market, By Country, 2020-2028 (USD Million)
25 U.S AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
26 U.S AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
27 U.S AI in Risk Management Market, By Application, 2020-2028 (USD Million)
28 Canada AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
29 Canada AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
30 Canada AI in Risk Management Market, By Application, 2020-2028 (USD Million)
31 Mexico AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
32 Mexico AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
33 Mexico AI in Risk Management Market, By Application, 2020-2028 (USD Million)
34 Europe AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
35 Europe AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
36 Europe AI in Risk Management Market, By Application, 2020-2028 (USD Million)
37 Europe AI in Risk Management Market, By country, 2020-2028 (USD Million)
38 Germany AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
39 Germany AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
40 Germany AI in Risk Management Market, By Application, 2020-2028 (USD Million)
41 UK AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
42 UK AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
43 UK AI in Risk Management Market, By Application, 2020-2028 (USD Million)
44 France AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
45 France AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
46 France AI in Risk Management Market, By Application, 2020-2028 (USD Million)
47 Italy AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
48 Italy AI in Risk Management Market, By T End Use Type, 2020-2028 (USD Million)
49 Italy AI in Risk Management Market, By Application, 2020-2028 (USD Million)
50 Spain AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
51 Spain AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
52 Spain AI in Risk Management Market, By Application, 2020-2028 (USD Million)
53 Rest Of Europe AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
54 Rest Of Europe AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
55 Rest of Europe AI in Risk Management Market, By Application, 2020-2028 (USD Million)
56 Asia Pacific AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
57 Asia Pacific AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
58 Asia Pacific AI in Risk Management Market, By Application, 2020-2028 (USD Million)
59 Asia Pacific AI in Risk Management Market, By Country, 2020-2028 (USD Million)
60 China AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
61 China AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
62 China AI in Risk Management Market, By Application, 2020-2028 (USD Million)
63 India AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
64 India AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
65 India AI in Risk Management Market, By Application, 2020-2028 (USD Million)
66 Japan AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
67 Japan AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
68 Japan AI in Risk Management Market, By Application, 2020-2028 (USD Million)
69 South Korea AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
70 South Korea AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
71 South Korea AI in Risk Management Market, By Application, 2020-2028 (USD Million)
72 Middle East and Africa AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
73 Middle East and Africa AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
74 Middle East and Africa AI in Risk Management Market, By Application, 2020-2028 (USD Million)
75 Middle East and Africa AI in Risk Management Market, By Country, 2020-2028 (USD Million)
76 Saudi Arabia AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
77 Saudi Arabia AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
78 Saudi Arabia AI in Risk Management Market, By Application, 2020-2028 (USD Million)
79 UAE AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
80 UAE AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
81 UAE AI in Risk Management Market, By Application, 2020-2028 (USD Million)
82 Central & South America AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
83 Central & South America AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
84 Central & South America AI in Risk Management Market, By Application, 2020-2028 (USD Million)
85 Central & South America AI in Risk Management Market, By Country, 2020-2028 (USD Million)
86 Brazil AI in Risk Management Market, By Technology, 2020-2028 (USD Million)
87 Brazil AI in Risk Management Market, By Vertical, 2020-2028 (USD Million)
88 Brazil AI in Risk Management Market, By Application, 2020-2028 (USD Million)
89 SMART BRIDGE: Products & Services Offering
90 Logic Manager: Products & Services Offering
91 CCMSI: Products & Services Offering
92 Bizvibe: Products & Services Offering
93 Protecht: Products & Services Offering
94 YODEL SERVICES: Products & Services Offering
95 MetricStream: Products & Services Offering
96 Navex Global: Products & Services Offering
97 Origami Risk: Products & Services Offering
98 RMS: Products & Services Offering
99 Deltek: Products & Services Offering
100 Congruity360: Products & Services Offering
101 Enablon: Products & Services Offering
102 Other Companies: Products & Services Offering
LIST OF FIGURES
1 Global AI in Risk Management Market Overview
2 Global AI in Risk Management Market Value From 2020-2028 (USD Mllion)
3 Global AI in Risk Management Market Share, By Technology (2022)
4 Global AI in Risk Management Market Share, By Vertical (2022)
5 Global AI in Risk Management Market Share, By Application (2022)
6 Global AI in Risk Management Market, By Region (Asia Pacific Market)
7 Technological Trends In Global AI in Risk Management Market
8 Four Quadrant Competitor Positioning Matrix
9 Impact Of Macro & Micro Indicators On The Market
10 Impact Of Key Drivers On The Global AI in Risk Management Market
11 Impact Of Challenges On The Global AI in Risk Management Market
12 Porter’s Five Forces Analysis
13 Global AI in Risk Management Market: By Technology Scope Key Takeaways
14 Global AI in Risk Management Market, By Technology Segment: Revenue Growth Analysis
15 Machine Learning Market, By Region, 2020-2028 (USD Mllion)
16 Natural Language Processing Market, By Region, 2020-2028 (USD Mllion)
17 Context-aware Computing Market, By Region, 2020-2028 (USD Mllion)
18 Others Market, By Region, 2020-2028 (USD Mllion)
19 Global AI in Risk Management Market: By Vertical Scope Key Takeaways
20 Global AI in Risk Management Market, By Vertical Segment: Revenue Growth Analysis
21 Healthcare Market, By Region, 2020-2028 (USD Mllion)
22 BFSI Market, By Region, 2020-2028 (USD Mllion)
23 Retail Market, By Region, 2020-2028 (USD Mllion)
24 Government & Defense Market, By Region, 2020-2028 (USD Mllion)
25 Manufacturing Market, By Region, 2020-2028 (USD Mllion)
26 Automotive & Transportation Market, By Region, 2020-2028 (USD Mllion)
27 Others Market, By Region, 2020-2028 (USD Mllion)
28 Global AI in Risk Management Market: By Application Scope Key Takeaways
29 Global AI in Risk Management Market, By Application Segment: Revenue Growth Analysis
30 Fraud Detection Market, By Region, 2020-2028 (USD Mllion)
31 Cybersecurity Market, By Region, 2020-2028 (USD Mllion)
32 Credit Scoring Market, By Region, 2020-2028 (USD Mllion)
33 Predictive Maintenance Market, By Region, 2020-2028 (USD Mllion
34 Investment Analysis Market, By Region, 2020-2028 (USD Mllion)
35 Regional Segment: Revenue Growth Analysis
36 Global AI in Risk Management Market: Regional Analysis
37 North America AI in Risk Management Market Overview
38 North America AI in Risk Management Market, By Technology
39 North America AI in Risk Management Market, By Vertical
40 North America AI in Risk Management Market, By Application
41 North America AI in Risk Management Market, By Country
42 U.S. AI in Risk Management Market, By Technology
43 U.S. AI in Risk Management Market, By Vertical
44 U.S. AI in Risk Management Market, By Application
45 Canada AI in Risk Management Market, By Technology
46 Canada AI in Risk Management Market, By Vertical
47 Canada AI in Risk Management Market, By Application
48 Mexico AI in Risk Management Market, By Technology
49 Mexico AI in Risk Management Market, By Vertical
50 Mexico AI in Risk Management Market, By Application
51 Four Quadrant Positioning Matrix
52 Company Market Share Analysis
53 SMART BRIDGE: Company Snapshot
54 SMART BRIDGE: SWOT Analysis
55 SMART BRIDGE: Geographic Presence
56 Logic Manager: Company Snapshot
57 Logic Manager: SWOT Analysis
58 Logic Manager: Geographic Presence
59 CCMSI: Company Snapshot
60 CCMSI: SWOT Analysis
61 CCMSI: Geographic Presence
62 Bizvibe: Company Snapshot
63 Bizvibe: Swot Analysis
64 Bizvibe: Geographic Presence
65 Protecht: Company Snapshot
66 Protecht: SWOT Analysis
67 Protecht: Geographic Presence
68 YODEL SERVICES: Company Snapshot
69 YODEL SERVICES: SWOT Analysis
70 YODEL SERVICES: Geographic Presence
71 MetricStream: Company Snapshot
72 MetricStream: SWOT Analysis
73 MetricStream: Geographic Presence
74 Navex Global: Company Snapshot
75 Navex Global: SWOT Analysis
76 Navex Global: Geographic Presence
77 Origami Risk.: Company Snapshot
78 Origami Risk.: SWOT Analysis
79 Origami Risk.: Geographic Presence
80 RMS: Company Snapshot
81 RMS: SWOT Analysis
82 RMS: Geographic Presence
83 Deltek: Company Snapshot
84 Deltek: SWOT Analysis
85 Deltek: Geographic Presence
86 Congruity360: Company Snapshot
87 Congruity360: SWOT Analysis
88 Congruity360: Geographic Presence
89 Enablon: Company Snapshot
90 Enablon: SWOT Analysis
91 Enablon: Geographic Presence
92 Other Companies: Company Snapshot
93 Other Companies: SWOT Analysis
94 Other Companies: Geographic Presence
The Global AI in Risk Management 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 AI in Risk Management 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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