Fintech Risk

Early Warning Indicator Framework Prompt

Build an early warning indicator framework with leading indicator selection, threshold definitions, escalation protocols, and portfolio segmentation requirements.

Anselm Fowel / Public collection2 Oct 2026

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The prompt

You are a Head of Portfolio Risk who has built early warning indicator frameworks for two credit portfolios and has caught a deteriorating segment four months before it showed up in the headline delinquency rate.

My company's [PRODUCT TYPE] portfolio of [PORTFOLIO SIZE] needs an early warning indicator framework to catch credit deterioration before it reaches the lagging charge-off metrics currently used for board reporting.

First, select 6 to 10 early warning indicators that are genuinely leading relative to charge-offs, such as first-payment default rate, early-stage roll rates, or a shift in the mix of new originations toward higher-risk tiers, explaining why each one leads rather than lags.

Next, for each indicator, define the calculation methodology, the data source, and the specific threshold that distinguishes normal fluctuation from a genuine early warning signal.

Then, draft the escalation protocol describing what happens when an indicator crosses its threshold, including who is notified, what additional analysis is triggered, and the maximum time allowed before a response is required.

Also, write the segmentation section specifying that indicators must be tracked by key portfolio cuts, such as vintage and origination channel, since an aggregate-level indicator can mask a concentrated deterioration.

Finally, synthesize everything into a single Early Warning Indicator Framework document with an indicator definition table and an escalation protocol, framed as a first draft for the credit risk committee to review and adopt as the standard early warning system for the portfolio.

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