OSHA willful citation when AI flagged hazard and human overrode — receipt proves who knew what when
—OSHA 1926 + AI site safety
Regulatory exposure — commonly overlooked:
GC uses AI safety monitoring — GC owns OSHA citation, AI vendor owns 'decision support only' label. · BaFin expects bank AI documentation in German exam language — receipt metadata supports localization.
TAM / Exposure
$1.8T US construction · AI site monitoring exploding
Insurance lines
Builder's risk · GL · Workers comp
Exhibit authority
Germany BaFin AI Pack — Construction AI Safety Decision Pack
Global leaders
OSHA · Procore · Autodesk · Turner Construction · AIA · BaFin · Volkswagen · SAP
1926.502
Fall protection — AI drone inspection receipt proves hazard was visible.
IBC compliance
AI structural analysis — PE stamp requires underlying decision audit.
Builder's risk
Insurer conditions coverage on documented safety AI governance.
[Germany] Automotive
German OEM AV and industrial AI — strict liability culture demands proof.
[Germany] Works council
Betriebsrat co-determination on workplace AI — receipt proves consultation occurred.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.
7 mandate layers (live)
Regulatory ClockCountdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition.Open →
Domain ClassifierIndustry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping.Open →
Exhibit / Filing PackRegulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11.Open →
Mandate RegistryEnroll deployers/insureds under vertical-specific governance mandate.Open →