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Financial Crime / AML

CFPB $59M Upstart fine — could not prove fair lending AI compliance

—EU AI Act high-risk logging (Annex III adjacent)

Regulatory exposure — commonly overlooked:
Banks using AI for AML while unable to produce per-decision audit for examiners — same record-keeping failure.

TAM / Exposure

$2B+ annual AML fines · AI false positive/negative disputes

Insurance lines

Financial institution E&O · Crime · Regulatory defense

Exhibit authority

AML AI Decision + SAR Audit Pack

Global leaders

FinCEN · HSBC · JPMorgan · Chainalysis · OFAC

SAR explainability

Examiner asks why alert cleared — without receipt, bank pays fine regardless of actual SAR filing.

Vendor model drift

Third-party AML AI updates without bank validation = SR 11-7 violation.

Cross-border

FATF Rec 16 travel rule + AI screening = multi-jurisdiction receipt requirement.

7 mandate layers (live)

Regulatory Clock Countdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition. Open →

Domain Classifier Industry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping. Open →

Exhibit / Filing Pack Regulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11. Open →

Mandate Registry Enroll deployers/insureds under vertical-specific governance mandate. Open →

Bind / Action Gate ALLOW/BLOCK before consequential action — bind policy, sell loan, deactivate worker. Open →

Compliance Certificate Deployer-facing downloadable cert — forward to counsel, auditor, regulator. Open →

Actuarial / Risk Feed Anonymized asymmetry signals for pricing, reserving, reinsurance correlation. Open →

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