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Private Equity Portfolio AI
Private Equity Portfolio AI — AI decision audit trail required for liability defense
—AIDA (pending) + OSFI E-23 model risk
Regulatory exposure — commonly overlooked:
Niche Private Equity Portfolio AI deployer owns AI harm — vertical SaaS vendor owns liability cap. · Quebec Law 25 already strict on automated decisions — ROC catching up with AIDA.
Niche litigation
Private Equity Portfolio AI plaintiffs challenge AI decision without independent verify.
Insurance bind
Sector insurers asking AI governance questions on Private Equity Portfolio AI accounts.
[Canada] OSFI banks
Canadian bank AI — E-23 model risk parallels SR 11-7.
[Canada] Bill C-27
AIDA when passed — early receipt infrastructure = compliance head start.
[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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