
HOW IT WORKS
Why Responsible AI Matters in BNPL
01
AI-Assisted KYC & Face Validation
AI is used to support customer identity verification through document checks and face validation, helping reduce impersonation and identity fraud. These checks are performed only with user consent & are designed to strengthen trust for both customers and financiers.
02
Credit Risk Assessment
AI helps evaluate potential risk by identifying patterns linked to repayment capacity. Risk thresholds are set conservatively to protect financer capital.
Final decisions follow defined policies with human oversight.
03
Repayment Behaviour Monitoring
AI monitors repayment patterns to detect early signs of stress or irregularity. This enables timely reminders or supportive interventions before default occurs.
Early action helps preserve portfolio stability.
04
Device & Asset Risk Control
AI supports monitoring of financed devices to reduce misuse, fraud, or loss. It aligns device status with repayment health based on agreed policies.
This strengthens asset security throughout the financing lifecycle.
05
Portfolio Reporting & MIS
AI supports the generation of structured portfolio reports and MIS dashboards covering credit performance, repayments, asset status, and operational metrics.
These reports help with monitoring, governance, regulatory reporting & informed decision-making.
FAQ
Got questions? We’ve got answers

DISCLAIMER
Responsible AI is designed not to automate harm or bypass accountability.
01
Make Autonomous or Final Decisions
AI does not independently approve, reject, or enforce credit actions.
All critical decisions remain governed by defined policies and human oversight.
02
Profile, Discriminate, or Invade Privacy
AI is not used to profile individuals based on sensitive attributes or access unauthorised personal data.
Only permitted, consent-based & relevant information is used in line with data-protection laws.
03
Unfair or Aggressive Practices
AI is not used for coercive recovery, harassment, or punitive actions.
Customer interactions follow legal, ethical, and responsible-lending standards at all times.
IMPACT
Trust-Led, Sustainable

Responsible AI enables fair, transparent decision-support that protects customers, strengthens financier confidence.