← STACK/HUB · Bias / 14 · RUBRIC v1.1

When your agent decides about a person, can you prove why?

A 14-field diagnostic scoring bias exposure across the whole pipeline — the data it learns from, the evals you run, the loop it feeds, the review path around it, and the evidence you'd hand a regulator or a plaintiff.

Why now: EU AI Act Article 10 is a provider data-governance duty; relevant Annex III duties apply from 2 December 2027. Deployers should assess Articles 26 and 27 where applicable. In the US, NYC Local Law 144 names an annual independent bias-audit requirement for covered automated employment decision tools. See the claims register and obtain counsel review.
14 fields · takes ~4 minutes
—bias-exposure score
Top gaps found

Full Bias Remediation Report — $129

Field-by-field subgroup scorecard, prioritized mitigation order, disclosure and model-card language you can reuse, and an audit-ready evidence log for every agent decision that touches a person. Delivered instantly.

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