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housing_consumer · Fair Housing Act · FCRA Section 615 · HUD AI guidance

AI Tenant Screening / Fair Housing

ZIP-as-proxy = redlining pattern — AI screening in DOJ crosshairs

—CAC algorithm filing + PIPL

Regulatory exposure — commonly overlooked:
Adverse action notice requires what data AI used — receipt IS the notice infrastructure. · Algorithm filing requires decision logic documentation — independent verify acceptable to CAC review.

TAM / Exposure

44M US renter households · algorithmic screening litigation

Insurance lines

Landlord liability · Fair housing E&O

Exhibit authority

China CAC Algorithm Filing Pack — FCRA §615 + Fair Housing AI Screening Pack

Global leaders

HUD · RealPage (litigation) · AppFolio · Zillow · DOJ Civil Rights · CAC · Tencent · Alibaba

RealPage ripple

Property mgmt AI pricing/screening consolidated — systemic fair housing exposure.

FCRA 30-day clock

Adverse action without specific factors = automatic statutory damages pattern.

Insurance bind

Landlord policies increasingly ask if AI screening used — silent = E&O for broker.

[China] Dual compliance

Multinationals operating CN + US/EU — one architecture, jurisdiction-tagged receipts.

[China] DeepSeek moment

Chinese model deployment globally — provenance receipt links model to decision.

[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. 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 →

Run tenant_screening demo Regulatory calendar Download exhibit pack Verify independently