AI Driven Credit Scoring System for a leading Financial Services Institution

AI Driven Credit Scoring System for a leading Financial Services Institution

Feb 4, 2025

Credit Scoring

The brief:

A major financial services provider needed a smarter way to assess creditworthiness and accelerate loan decisions. Their traditional credit scoring model excluded large segments of the population with limited credit history. At the same time, manual underwriting workflows slowed approvals and made compliance checks difficult.

The problem statement:

  • Legacy scoring models left qualified applicants out of reach

  • Risk assessment was time consuming and dependent on manual review

  • Limited data points reduced accuracy of default predictions

  • Lack of transparency created compliance friction

  • Loan decisions took too long, frustrating customers and restricting growth

The solution:

Tenjumps designed and deployed an AI powered credit scoring system that enhanced the institution’s existing model

  • Integrated traditional credit data with new behavioral and financial data sources

  • Automated decision engine delivered real time risk recommendations

  • Recalibrated scoring logic to identify low risk applicants with limited credit history

  • Improved visibility and auditability to support regulatory compliance

  • Enabled faster approvals and more accurate risk segmentation

Sales teams were empowered with immediate scoring results. Applicants received decisions in minutes, not days. Compliance and risk management teams gained greater confidence and traceability.

The outcomes:

  • Loan approvals increased by 30 percent

  • Default rates reduced by nearly 25 percent

  • Risk assessment time reduced from days to real time

  • Underwriting teams freed from manual review workload

  • Financial inclusion expanded with access for previously excluded applicants

Tenjumps Inc. Copyright © 2025. All Rights Reserved.

Tenjumps Inc. Copyright © 2025. All Rights Reserved.