On Equora's synthetic fixture, the minimum disparate-impact ratio moved from 0.694 to 0.875 at a 0.36% accuracy cost.
The audit only found the problem. We built the useful next step: a repeatable search across 480 clearly defined model changes, all compared at the same approval rate. From the options that reached the demo's 0.80 threshold and stayed within its accuracy budget, Equora selected the one with the smallest measured accuracy cost.
This result is not a legal certification or a universal optimum. It is a visible tradeoff, backed by the options evaluated and the evidence retained. 🔎
Save this for the next tenant-screening review where a red metric needs an engineering answer.
#TenantScreening #FairHousingCompliance #ModelRisk #AIGovernance
Published on Instagram · September 21, 2026
On social media