Expanded repayment and borrower insights, powered by AI-driven innovation and shaped by real-world lender feedback.
When we asked our customers what they wanted next from behavioural credit assessment, the message was clear: they valued the predictive power of Begini’s risk scores, but wanted to understand more about the people behind them.
That feedback sparked 12 months of intensive innovation across our behavioural assessments, scoring engines and analytics platform, accelerated by advances in AI.
Building on nearly 5 million assessments and years of real-world lending experience, we have developed new ways to identify meaningful behavioural patterns and translate them into practical credit intelligence.
Today, Begini’s expanded platform is live, providing lenders with deeper repayment and trait insights alongside our established predictive credit risk scores. More than 10,000 scores were generated in its first month, with adoption continuing to grow.
Behavioural credit assessment uses first-party data captured through a short digital assessment to identify behavioural signals associated with credit risk and repayment.
For lenders, it provides a different source of information about an applicant, particularly when traditional credit histories are limited or do not provide the full picture.
The latest Begini platform brings several layers of behavioural intelligence together in one applicant result:
A predictive assessment of credit risk, with a clear summary to support lending decisions.
Additional indicators associated with expected repayment behaviour, giving lenders more information to support credit policy and customer management strategies.
A deeper understanding of behavioural characteristics relevant to financial decision-making, including consistency, patience, risk tolerance and self-control.
Information about assessment integrity and applicant interactions, helping lenders evaluate the reliability of the assessment session.
Together, these outputs give lenders a more complete behavioural picture, helping them make informed decisions and develop lending strategies that better serve their customers.
Behind the expanded insights is a new generation of Begini’s interactive behavioural assessments.
Our latest games capture more than 900 behavioural features through a short series of tasks, examining patterns in how applicants make decisions and interact with the assessment.
These signals are analysed by Begini’s models to generate information relevant to credit risk, repayment and behavioural traits.
The result is a rich source of first-party, opt-in, non-PII behavioural data that lenders can use alongside their existing credit information.
And for the applicant, the experience typically takes less than four minutes.
The assessment experience has developed alongside the intelligence behind it.
Begini’s latest generation of interactive games combines an intuitive, engaging applicant experience with sophisticated behavioural data capture.
Lenders can configure assessments for different products and markets, apply their own branding and deploy in multiple languages.
Because the assessment does not rely on an existing credit history or digital footprint, it is particularly relevant for thin-file, new-to-credit and underserved borrowers.
The aim is simple: make richer behavioural information accessible to lenders without adding unnecessary complexity for applicants.
The expanded platform reflects years of learning from real-world deployment and direct collaboration with lenders.
Our customers have helped shape not only the predictive models but also the way behavioural intelligence is presented and used in practice.
Nearly 5 million assessments have contributed to our understanding of behavioural patterns, while lending outcomes and customer feedback continue to inform model development.
AI has played an important role in the latest generation of Begini’s platform.
By analysing large volumes of behavioural data, AI helps our data science team identify patterns and groups of applicants with shared characteristics associated with credit risk. These insights support the development of richer scoring models, repayment indicators and behavioural trait analysis.
AI has also accelerated our research and product development, helping us bring together academic research, real-world lending outcomes and customer feedback to advance our assessment technology.
Importantly, model development remains monitored and governed, with changes evaluated to support predictive performance, explainability and responsible lending.
Traditional credit data remains an important part of lending. But it cannot provide a complete picture of every applicant.
Behavioural data adds another perspective.
For lenders looking to reach customers with limited credit histories, improve risk segmentation or expand into new lending segments, these additional signals can help identify opportunities that existing data sources may overlook.
More informed lending decisions can create better outcomes for lenders and borrowers alike, supporting responsible credit access while helping lenders manage portfolio risk.
Risk. Repayment. Behavioural traits. Assessment integrity.
All from a few minutes of first-party behavioural data.
What information could your current credit assessment be missing?
Behavioural credit assessment uses data captured through a short digital assessment to identify behavioural patterns associated with credit risk and repayment. Begini applies predictive models to these signals to generate additional information for lending decisions.
AI and advanced modelling techniques support the development and analysis of behavioural signals, helping Begini generate predictive risk scores and additional borrower insights. AI-assisted development also helps accelerate improvements to the platform and assessment experience.
Yes. Because behavioural assessment does not depend on an existing credit history, it can provide additional information about applicants with limited or no previous borrowing records.
No. Behavioural data complements bureau, transactional and other existing credit information, adding another layer of insight to a lender’s decisioning process.
Begini provides predictive risk scores, repayment insights, behavioural trait scores and insights, Trust Rating and supporting assessment information, generated through a short interactive assessment.
Begini ofrece puntuaciones de crédito comportamentales diseñadas específicamente para el sector crediticio. Nuestras evaluaciones se pueden integrar en los procesos de préstamo digital existentes y utilizar junto con sus datos actuales, cuadros de mando y políticas de crédito.
