Credit · Diagnostic

Understand what your loan book is really telling you.

Loan portfolios rarely deteriorate everywhere at once.

Problems often begin inside a particular product, borrower cohort, branch, ticket size, origination period or stage of the loan lifecycle. Portfolio-level averages can hide those changes until the losses become expensive.

Kilele Credit Performance Intelligence helps management see them earlier.

Cumulative delinquency by origination cohort Illustrative
0midhigh M1M6M12M18M24 Newest cohortQ2 cohortQ1 cohortPrior year
The problem with averages

A PAR number tells you what happened. Management needs to understand why.

The questions that matter are rarely answered by a single portfolio-level ratio.

  • Why is one product deteriorating?
  • Are newer loan vintages performing differently?
  • Are repeat borrowers behaving differently?
  • Which branches or channels deserve investigation?
  • Where are delinquent accounts curing?
  • Where are they rolling deeper into arrears?
  • Is portfolio growth generating sustainable value?
What we analyse

The dimensions that reveal where performance is moving.

  • Portfolio quality
  • Vintages
  • Cohorts
  • Delinquency migration
  • Cure rates
  • Roll rates
  • Repeat borrowing
  • Product performance
  • Ticket size
  • Branch performance
  • Repayment behaviour
  • Collections performance
  • Portfolio concentration

Our job is not to replace your credit team. It is to give that team a clearer view of the portfolio it already manages.

Defined engagement

Kilele Credit Performance Diagnostic

A defined diagnostic engagement designed to answer one question: Where is performance changing in our loan book, and what deserves management attention?

Possible outputs

  • Executive portfolio review
  • Cohort and vintage analysis
  • Delinquency analysis
  • Portfolio segmentation
  • Management dashboard
  • Key findings
  • Prioritised recommendations
  • Executive workshop

Recurring option — Portfolio Intelligence

For institutions that need ongoing capability, Kilele.ai can convert the diagnostic into a recurring portfolio-intelligence service: refreshed analysis, monitoring of the segments that matter and a standing management review.

Scope note: Kilele.ai does not replace the institution's credit policy or delegated lending authority. Our role is to strengthen the information available to those responsible for those decisions.

Discuss a Credit Performance Diagnostic

Tell us about your institution and the problem you are trying to solve. We will confirm whether this engagement is the right starting point—or suggest a better one.