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Risk-tiered human oversight for AI hiring agents. Scores every agent action 0-100, routes it across four autonomy tiers, and evidences the human decision in a hash-chained append-only ledger. A four-fifths adverse-impact monitor runs on real recruitment data and auto-escalates flagged requisitions. Mapped to EU AI Act Art. 14/50 and NYC LL144.
Profile of evidence-bundle-spec scoped to AI employment-tool bias coverage. NYC LL 144 annual-bias-audit + EEOC AI Guidance + UGESP four-fifths-rule + 2-SD test + Bostock + ADA accommodation-pathway-impairment. HR Tech scaffolding, not certification.
HR Tech Operator: per-jurisdiction lifecycle ledger of US state + local employment-AI laws. First Suite tracker supporting sub-state jurisdictions (US-XX-CITY pattern). Seed: NYC LL 144, IL 820 ILCS 42 + HB 3773, MD HB 1202, CA AB 331, CO SB 24-205.