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Dental AI Diagnostics
Dental AI Diagnostics — AI decision audit trail required for liability defense
—NYDFS AI guidance + Local Law 144 enforcement
Regulatory exposure — commonly overlooked:
Niche Dental AI Diagnostics deployer owns AI harm — vertical SaaS vendor owns liability cap. · Local Law 144 requires annual bias audit — Velaru receipts are continuous audit, not annual snapshot.
Niche litigation
Dental AI Diagnostics plaintiffs challenge AI decision without independent verify.
Insurance bind
Sector insurers asking AI governance questions on Dental AI Diagnostics accounts.
[New York] Financial capital
NYDFS regulates insurers AND banks — same receipt primitive for both books.
[New York] Hiring audit law
NYC AEDT law is template for other cities — receipt architecture scales municipally.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.
7 mandate layers (live)
Regulatory Clock
Countdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition.
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Domain Classifier
Industry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping.
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Exhibit / Filing Pack
Regulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11.
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Mandate Registry
Enroll deployers/insureds under vertical-specific governance mandate.
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Bind / Action Gate
ALLOW/BLOCK before consequential action — bind policy, sell loan, deactivate worker.
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Compliance Certificate
Deployer-facing downloadable cert — forward to counsel, auditor, regulator.
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Actuarial / Risk Feed
Anonymized asymmetry signals for pricing, reserving, reinsurance correlation.
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