Credit Scoring Market

Credit Scoring Market Size by Component (Software and Services), End-User (Banks, Insurance Companies, Lending Institutions, Retailers, Government and Others), Deployment Mode (On-Premises and Cloud-based), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2024 to 2033

Base Year: 2023 Historical Data: 2020-22
  • Report ID: TBI-14663
  • Published Date: Mar, 2025
  • Pages: 239
  • Category: Information Technology & Semiconductors
  • Format: PDF
Buy @ $4700.00 Request Sample PDF

Segment Analysis

Regional segmentation analysis

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. North America emerged as the most significant global credit scoring market, with a 35% market revenue share in 2023.

Credit scoring systems have been in use for several years in the region given the presence of leading companies such as FICO that have been at the forefront of formulating and enhancing credit scoring models. Given the industry has already spread widely within the financial sector, especially in consumer credit or credit cards, mortgages, and personal loans, the North American region should be considered the core market for the credit scoring market. AI, ML, and big data have been widely implemented in the U.S. and Canada as part of credit score that enables improved credit risk evaluation based on new data. FCRA in the United States has assisted in developing the credit scoring regulation hence bringing about credibility of the entire system. Furthermore, the region’s high-rate financial inclusion keeps on driving the demand for efficient credit scoring solutions.

North America Region Credit Scoring Market Share in 2023 - 35%

 

www.thebrainyinsights.com

Check the geographical analysis of this market by requesting a free sample

  • Leading credit-score and data analytics firm VantageScore has opened a Mortgage Resource Centre to assist lenders in switching to the VantageScore 4.0 credit model in advance of the extensive changes to credit scoring. The new site supports the increasing use of VantageScore 4.0 by several industry participants and offers tools and advice to help with integration. These include the Federal Home Loan Banks (FHLBs) in New York, Chicago, and San Francisco, as well as the U.S. Department of Veterans Affairs (VA). The move coincides with the mortgage sector getting ready to comply with the Federal Housing Finance Agency's (FHFA) mandate that VantageScore 4.0 be adopted by October 2025.

Component Segment Analysis

The component segment is divided into software and services. The software segment dominated the market, with a market share of around 57% in 2023. Credit scoring software is the most prominent component because this type of software is the main tool that supports the credit scoring market by providing efficient tools for credit risk assessment. As credit operations expand, with a higher number of people using credit and the imperative for timely and accurate credit risk assessment, credit scoring software appears as a solution. Automated software is quite different from manual approaches, which use artificial intelligence, machine learning, and big data analytics on vast financial and behavioural data. This enables the processing of data in real time giving better evaluation of risks hence minimizing human errors. Increased adoption of online and mobile application in the delivery of financial services, growth of online lending platforms also drives the need for credit scoring software. These platforms need credit decisions to be made in real-time and with no human intervention to be able to provide consumers with approvals within minutes, making software solutions critical in their organizations.

  • In order to offer AI-based personalized credit scoring, AND Solutions and PT AEON Credit Service Indonesia have established a software partnership. Through this partnership, PT AEON Credit Service Indonesia, a division of AEON Financial Service, would be able to automate its credit screening processes. The program seeks to improve the average screening time and customer experience in consumer credit services by utilizing AI and machine learning (ML) technologies. This contract strengthens AND Solutions' position as a Southeast Asian financial institutions' software supplier. By incorporating consumer information including credit history, income sources, and alternative data, And Solutions' platform leverages AI and ML to develop customized credit scoring models for financial institutions.

End user Segment Analysis

The end user segment is divided into banks, insurance companies, lending institutions, retailers, government and others. The banks segment dominated the market, with a market share of around 36% in 2023. Banks are the dominant end-users in the global credit scoring market, playing a central role in driving the demand for credit scoring systems. As key players in the financial ecosystem, banks rely heavily on credit scoring to assess the creditworthiness of individuals and businesses when providing loans, mortgages, credit cards, and other financial products. Credit scoring systems help banks reduce the risk of lending by providing accurate, data-driven assessments of a borrower’s ability to repay debt. This is particularly crucial in today’s environment of rising consumer debt and economic uncertainty, where risk management is paramount. Banks use credit scoring not only for loan origination but also for portfolio management and regulatory compliance. Accurate credit scoring allows them to make informed lending decisions, ensuring that loans are extended to individuals or businesses with the highest likelihood of repayment. Moreover, banks must comply with regulatory requirements that mandate responsible lending practices, and credit scoring plays a key role in ensuring fair and non-discriminatory lending decisions. The dominance of banks in the credit scoring market is also supported by their extensive customer base and large-scale operations. Additionally, banks have the resources and infrastructure to adopt and implement advanced credit scoring technologies.

  • In order to improve the nation's credit scoring system and foster more efficiency and growth, the National Payments Corporation of India (NPCI) intends to develop a Digital Payments Score (DPS). According to NPCI, the industry and ecosystem will need to take the initiative to raise awareness of credit identity as it will become increasingly significant.

Deployment mode Segment Analysis

The deployment mode segment is divided into on-premises and cloud-based. The cloud-based segment dominated the market, with a market share of around 76% in 2023. Cloud-based credit scoring platforms offer, low cost of implementation and flexibility. Credit scoring models are hosted on remote clouds and therefore this eliminates the need for institutions to invest large amounts. Additionally, capacity can be scaled up or down and more data can easily be accommodated according to the needs and requirements of clients. Another benefit is the opportunity to integrate the cloud environment with new technologies, such as artificial intelligence (AI), machine learning (ML) and big data analysis. This flexibility, cost-effectiveness and scalability make cloud-based deployment the most preferred mode of credit scoring solutions.

  • Financial institutions, investors, and business owners can now access the beta version of CTrust's cannabis credit scoring platform, which is the first and only cannabis business credit scoring and risk monitoring agency. A credit score with comprehensive information on the credit risk and financial stability of state-licensed cannabis-related companies (CRBs) is offered by the Cannabis Trust Score (CTS) and Report.

Request Table of Content

+1

This study forecasts revenue at global, regional, and country levels from 2020 to 2033. The Brainy Insights has segmented the global credit scoring market based on below mentioned segments:

Global Credit Scoring Market by Component:

  • Software
  • Services

Global Credit Scoring Market by End User:

  • Banks
  • Insurance Companies
  • Lending Institutions
  • Retailers
  • Government
  • Others

Global Credit Scoring Market by Deployment Mode:

  • On-Premises
  • Cloud-based

Global Credit Scoring Market by Region:

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Spain
  • Asia-Pacific
    • Japan
    • China
    • India
  • South America
    • Brazil
  • Middle East and Africa  
    • UAE
    • South Africa

Methodology

Research has its special purpose to undertake marketing efficiently. In this competitive scenario, businesses need information across all industry verticals; the information about customer wants, market demand, competition, industry trends, distribution channels etc. This information needs to be updated regularly because businesses operate in a dynamic environment. Our organization, The Brainy Insights incorporates scientific and systematic research procedures in order to get proper market insights and industry analysis for overall business success. The analysis consists of studying the market from a miniscule level wherein we implement statistical tools which helps us in examining the data with accuracy and precision. 

Our research reports feature both; quantitative and qualitative aspects for any market. Qualitative information for any market research process are fundamental because they reveal the customer needs and wants, usage and consumption for any product/service related to a specific industry. This in turn aids the marketers/investors in knowing certain perceptions of the customers. Qualitative research can enlighten about the different product concepts and designs along with unique service offering that in turn, helps define marketing problems and generate opportunities. On the other hand, quantitative research engages with the data collection process through interviews, e-mail interactions, surveys and pilot studies. Quantitative aspects for the market research are useful to validate the hypotheses generated during qualitative research method, explore empirical patterns in the data with the help of statistical tools, and finally make the market estimations.

The Brainy Insights offers comprehensive research and analysis, based on a wide assortment of factual insights gained through interviews with CXOs and global experts and secondary data from reliable sources. Our analysts and industry specialist assume vital roles in building up statistical tools and analysis models, which are used to analyse the data and arrive at accurate insights with exceedingly informative research discoveries. The data provided by our organization have proven precious to a diverse range of companies, facilitating them to address issues such as determining which products/services are the most appealing, whether or not customers use the product in the manner anticipated, the purchasing intentions of the market and many others.

Our research methodology encompasses an idyllic combination of primary and secondary initiatives. Key phases involved in this process are listed below:

MARKET RESEARCH PROCESS

Data Procurement:

The phase involves the gathering and collecting of market data and its related information with the help of different sources & research procedures.

The data procurement stage involves in data gathering and collecting through various data sources.

This stage involves in extensive research. These data sources includes:

Purchased Database: Purchased databases play a crucial role in estimating the market sizes irrespective of the domain. Our purchased database includes:

  • The organizational databases such as D&B Hoovers, and Bloomberg that helps us to identify the competitive scenario of the key market players/organizations along with the financial information.
  • Industry/Market databases such as Statista, and Factiva provides market/industry insights and deduce certain formulations. 
  • We also have contractual agreements with various reputed data providers and third party vendors who provide information which are not limited to:
    • Import & Export Data
    • Business Trade Information
    • Usage rates of a particular product/service on certain demographics mainly focusing on the unmet prerequisites

Primary Research: The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. Primary research mainly involves in telephonic interviews, E-mail interactions and face-to-face interviews with the raw material providers, manufacturers/producers, distributors, & independent consultants. The interviews that we conduct provides valuable data on market size and industry growth trends prevailing in the market. Our organization also conducts surveys with the various industry experts in order to gain overall insights of the industry/market. For instance, in healthcare industry we conduct surveys with the pharmacists, doctors, surgeons and nurses in order to gain insights and key information of a medical product/device/equipment which the customers are going to usage. Surveys are conducted in the form of questionnaire designed by our own analyst team. Surveys plays an important role in primary research because surveys helps us to identify the key target audiences of the market. Additionally, surveys helps to identify the key target audience engaged with the market. Our survey team conducts the survey by targeting the key audience, thus gaining insights from them. Based on the perspectives of the customers, this information is utilized to formulate market strategies. Moreover, market surveys helps us to understand the current competitive situation of the industry. To be precise, our survey process typically involve with the 360 analysis of the market. This analytical process begins by identifying the prospective customers for a product or service related to the market/industry to obtain data on how a product/service could fit into customers’ lives.

Secondary Research: The secondary data sources includes information published by the on-profit organizations such as World bank, WHO, company fillings, investor presentations, annual reports, national government documents, statistical databases, blogs, articles, white papers and others. From the annual report, we analyse a company’s revenue to understand the key segment and market share of that organization in a particular region. We analyse the company websites and adopt the product mapping technique which is important for deriving the segment revenue. In the product mapping method, we select and categorize the products offered by the companies catering to domain specific market, deduce the product revenue for each of the companies so as to get overall estimation of the market size. We also source data and analyses trends based on information received from supply side and demand side intermediaries in the value chain. The supply side denotes the data gathered from supplier, distributor, wholesaler and the demand side illustrates the data gathered from the end customers for respective market domain.

The supply side for a domain specific market is analysed by:

  • Estimating and projecting penetration rates through analysing product attributes, availability of internal and external substitutes, followed by pricing analysis of the product.
  • Experiential assessment of year-on-year sales of the product by conducting interviews.

The demand side for the market is estimated through:

  • Evaluating the penetration level and usage rates of the product.
  • Referring to the historical data to determine the growth rate and evaluate the industry trends

In-house Library: Apart from these third-party sources, we have our in-house library of qualitative and quantitative information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, historic databases, internal audit reports and archives.

Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those cases, we use our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopt a robust research technique in order to produce the estimates:

  • Applying demographic along with psychographic segmentation for market evaluation
  • Determining the Micro and Macro-economic indicators for each region 
  • Examining the industry indicators prevailing in the market. 

Data Synthesis: This stage involves the analysis & mapping of all the information obtained from the previous step. It also involves in scrutinizing the data for any discrepancy observed while data gathering related to the market. The data is collected with consideration to the heterogeneity of sources. Robust scientific techniques are in place for synthesizing disparate data sets and provide the essential contextual information that can orient market strategies. The Brainy Insights has extensive experience in data synthesis where the data passes through various stages:

  • Data Screening: Data screening is the process of scrutinising data/information collected from primary research for errors and amending those collected data before data integration method. The screening involves in examining raw data, identifying errors and dealing with missing data. The purpose of the data screening is to ensure data is correctly entered or not. The Brainy Insights employs objective and systematic data screening grades involving repeated cycles of quality checks, screening and suspect analysis.
  • Data Integration: Integrating multiple data streams is necessary to produce research studies that provide in-depth picture to the clients. These data streams come from multiple research studies and our in house database. After screening of the data, our analysts conduct creative integration of data sets, optimizing connections between integrated surveys and syndicated data sources. There are mainly 2 research approaches that we follow in order to integrate our data; top down approach and bottom up approach.

Market Deduction & Formulation: The final stage comprises of assigning data points at appropriate market spaces so as to deduce feasible conclusions. Analyst perspective & subject matter expert based holistic form of market sizing coupled with industry analysis also plays a crucial role in this stage.

This stage involves in finalization of the market size and numbers that we have collected from data integration step. With data interpolation, it is made sure that there is no gap in the market data. Successful trend analysis is done by our analysts using extrapolation techniques, which provide the best possible forecasts for the market.

Data Validation & Market Feedback: Validation is the most important step in the process. Validation & re-validation via an intricately designed process helps us finalize data-points to be used for final calculations.

The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. The data validation interview and discussion panels are typically composed of the most experienced industry members. The participants include, however, are not limited to:

  • CXOs and VPs of leading companies’ specific to sector
  • Purchasing managers, technical personnel, end-users
  • Key opinion leaders such as investment bankers, and industry consultants

Moreover, we always validate our data and findings through primary respondents from all the major regions we are working on.

Some Facts About The Brainy Insights

50%

Free Customization

300+

Fortune 500 Clients

1

Free Yearly Update On Purchase Of Multi/Corporate License

900+

Companies Served Till Date