The AI In The Credit-Scoring Market Size is predicted to grow at a 25.9% CAGR during the forecast period for 2024-2031.
The AI in the credit scoring market is revolutionizing traditional credit assessment processes with the help of advanced machine learning algorithms to analyze a vast array of data. Alternative data sources are being utilized to enhance the accuracy of credit scoring models, allowing for a deeper and more accurate assessment of credit risk behaviours. This transformation has led to the development of AI-driven credit scoring applications offered by companies to banks and enterprise creditors, providing more accurate evaluations of a borrower's creditworthiness. The market is experiencing growth and expansion into various domains, with the potential to transform credit evaluation by providing more accurate, efficient, and inclusive assessments.
The COVID-19 pandemic accelerated the adoption of AI in the credit-scoring market. As traditional credit assessment methods struggled with economic uncertainty, AI's ability to analyze alternative data sources became crucial. Financial institutions turned to AI for more accurate risk assessments, enhanced fraud detection, and to manage the surge in digital transactions.
The AI in the credit scoring market segmentation includes the basis of component, application, and industry vertical. On the basis of component the market is segmented into Software and Service. The Application segment consists of Personal Credit Scoring and Corporate Credit Scoring. According to the Industry Vertical, the market is categorized into BFSI (Banking, Financial Services, Insurance), Retail, Healthcare, Telecommunications, Utilities, and Real Estate.
The banking segment in the AI credit scoring market has seen to have significant growth attributed to the need for accurate and efficient credit risk assessment. Banks leverage AI to analyze vast amounts of data, including non-traditional sources, to improve the accuracy of credit scores. This adoption enhances decision-making, reduces default rates, and increases financial inclusion. Additionally, AI helps detect fraud and improve operational efficiency, making it an important tool for modern banking operations.
The North American AI in the credit scoring market is to be seen to have the highest market share. The AI in the credit scoring market in North America is transforming traditional credit scoring models by leveraging artificial intelligence and alternative data sources. AI-based credit scoring provides a more comprehensive assessment of credit risk by analyzing a broader range of data sources. Several companies offer AI-based credit scoring applications to banks and enterprise creditors, helping them better understand risk and make informed decisions. The market is growing, with AI applications expanding into various domains, including credit scoring. Asia Pacific is to be seen to grow at a fast rate in the global AI credit scoring market due to growing concerns about rapid industrialization, including government initiatives and increasing funding in various industries.
| Report Attribute | Specifications |
| Growth Rate CAGR | CAGR of 25.9% from 2024 to 2031 |
| Quantitative Units | Representation of revenue in US$ Million and CAGR from 2024 to 2031 |
| Historic Year | 2019 to 2023 |
| Forecast Year | 2024-2031 |
| Report Coverage | The forecast of revenue, the position of the company, the competitive market structure, growth prospects, and trends |
| Segments Covered | By Component, Application, And Industry Vertical |
| Regional Scope | North America; Europe; Asia Pacific; Latin America; Middle East & Africa |
| Country Scope | U.S.; Canada; U.K.; Germany; China; India; Japan; Brazil; Mexico; France; Italy; Spain; Southeast Asia; South Korea |
| Competitive Landscape | FICO (Fair Isaac Corporation), Experian, Equifax, TransUnion, Zest AI, LenddoEFL, Kreditech, CreditVidya, CreditXpert, Upstart, Pagaya, Underwrite.ai, Kensho Technologies, Scienaptic, DataRobot, ClearScore, ScoreData, CredoLab, and Trust Science, and others |
| Customization Scope | Free customization report with the procurement of the report and modifications to the regional and segment scope. Particular Geographic competitive landscape. |
| Pricing And Available Payment Methods | Explore pricing alternatives that are customized to your particular study requirements. |
AI In Credit Scoring Market By Component
AI In Credit Scoring Market By Application
AI In Credit Scoring Market By Industry Vertical
AI In Credit Scoring Market By Region-
North America-
Europe-
Asia-Pacific-
Latin America-
Middle East & Africa-
Chapter 1. Methodology and Scope
1.1. Research Methodology
1.2. Research Scope & Assumptions
Chapter 2. Executive Summary
Chapter 3. Global AI in Credit Scoring Market Snapshot
Chapter 4. Global AI in Credit Scoring Market Variables, Trends & Scope
4.1. Market Segmentation & Scope
4.2. Drivers
4.3. Challenges
4.4. Trends
4.5. Investment and Funding Analysis
4.6. Industry Analysis – Porter’s Five Forces Analysis
4.7. Competitive Landscape & Market Share Analysis
4.8. Impact of Covid-19 Analysis
Chapter 5. Market Segmentation 1: By Component Estimates & Trend Analysis
5.1. By Component & Market Share, 2019 & 2031
5.2. Market Size (Value (US$ Mn)) & Forecasts and Trend Analyses, 2019 to 2031 for the following By Component:
5.2.1. Software
5.2.2. Service
Chapter 6. Market Segmentation 2: by Application Estimates & Trend Analysis
6.1. by Application & Market Share, 2019 & 2031
6.2. Market Size (Value (US$ Mn)) & Forecasts and Trend Analyses, 2019 to 2031 for the following by Application:
6.2.1. Personal Credit Scoring
6.2.2. Corporate Credit Scoring
Chapter 7. Market Segmentation 3: by Industry Vertical Estimates & Trend Analysis
7.1. by Industry Vertical & Market Share, 2019 & 2031
7.2. Market Size (Value (US$ Mn)) & Forecasts and Trend Analyses, 2019 to 2031 for the following by Industry Vertical:
7.2.1. BFSI
7.2.1.1. Banking
7.2.1.2. Financial Services
7.2.1.3. Insurance
7.2.2. Retail
7.2.3. Healthcare
7.2.4. Telecommunications
7.2.5. Utilities
7.2.6. Real Estate
Chapter 8. AI in Credit Scoring Market Segmentation 4: Regional Estimates & Trend Analysis
8.1. North America
8.1.1. North America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts By Component, 2024-2031
8.1.2. North America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Application, 2024-2031
8.1.3. North America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Industry Vertical, 2024-2031
8.1.4. North America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by country, 2024-2031
8.2. Europe
8.2.1. Europe AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts By Component, 2024-2031
8.2.2. Europe AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Application, 2024-2031
8.2.3. Europe AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Industry Vertical, 2024-2031
8.2.4. Europe AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by country, 2024-2031
8.3. Asia Pacific
8.3.1. Asia Pacific AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts By Component, 2024-2031
8.3.2. Asia Pacific AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Application, 2024-2031
8.3.3. Asia-Pacific AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Industry Vertical, 2024-2031
8.3.4. Asia Pacific AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by country, 2024-2031
8.4. Latin America
8.4.1. Latin America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts By Component, 2024-2031
8.4.2. Latin America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Application, 2024-2031
8.4.3. Latin America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Industry Vertical, 2024-2031
8.4.4. Latin America AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by country, 2024-2031
8.5. Middle East & Africa
8.5.1. Middle East & Africa AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts By Component, 2024-2031
8.5.2. Middle East & Africa AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Application, 2024-2031
8.5.3. Middle East & Africa AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by Industry Vertical, 2024-2031
8.5.4. Middle East & Africa AI in credit scoring Market Revenue (US$ Million) Estimates and Forecasts by country, 2024-2031
Chapter 9. Competitive Landscape
9.1. Major Mergers and Acquisitions/Strategic Alliances
9.2. Company Profiles
9.2.1. FICO (Fair Isaac Corporation)
9.2.2. Experian
9.2.3. Equifax
9.2.4. TransUnion
9.2.5. Zest AI
9.2.6. LenddoEFL
9.2.7. Kreditech
9.2.8. CreditVidya
9.2.9. CreditXpert
9.2.10. Upstart
9.2.11. Pagaya
9.2.12. Underwrite.ai
9.2.13. Kensho Technologies
9.2.14. Scienaptic
9.2.15. DataRobot
9.2.16. Datrics
9.2.17. ClearScore
9.2.18. ScoreData
9.2.19. CredoLab
9.2.20. Trust Science
9.2.21. Other Prominent Players