use cases

Increase approvals for underbanked customers

Confidently approve thin-file or near-prime applicants who fall outside traditional models.

The Problem

Underbanked borrowers—including gig workers, recent immigrants, and those with thin credit files—are routinely declined by traditional models. These outdated approaches overlook consistent financial behavior and result in missed opportunities for both borrower and lender.

How Carrington Labs can help

Expand target markets
Reach more creditworthy borrowers outside traditional scorecards.
Approve more applications
Combine traditional data points with transaction data for a more holistic view of credit risk.
Maintain and grow margins
Boost returns with smarter pricing, loan or line limits, and ongoing risk monitoring.

How this fits in your workflow

Origination approvals
Confidently approve more near-prime or thin-file borrowers
Second-line reviews 
Reassess declined applicants and make consistent override decisions with a more holistic view of creditworthiness
Post-origination monitoring
Understand when loans are at risk of delinquency and when it makes sense to adjust loan or line limits

Who is this for

Carrington Labs supports lenders aiming to responsibly expand access.
  • Digital lenders
  • Issuers
  • Fintechs
  • Financial Institutions

Explore solutions

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Summary