Credit / loan eligibility decisioning
High risk plus rights affecting, fair lending and model risk stack on top of the Act.
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AI Compliance Readiness Navigator
Context
An AI system scoring loan and credit eligibility decisions. It's a rights affecting decision on people's access to an essential service, on sensitive financial data, the highest scrutiny corner of the Act, with a fair lending and model risk overlay layered on.
The decision
Design the overlay in, not on: this is high risk under the Act and rights affecting, so fair lending testing, adverse action reason codes, and SR 11-7 model risk aren't add ons, they're the build spec.
What most miss
Teams treat the EU AI Act obligations as the whole checklist and forget the sectoral overlay (ECOA/fair lending, model risk governance) that regulators actually examine first in finance.
Stakes
Miss the fair lending overlay and the model clears the Act but fails the exam that shuts lending down.
Firsthand · Operating Model and Transformation Leadership Artifacts · verified 2026-07-03
Sources: Regulated lending / credit-decisioning delivery (firsthand, financial services); EU AI Act high risk structure + ECOA / SR 11-7 overlay (illustrative, not legal advice)