← Mandate Registry · 7 mandate layers · government_benefits

legal_gov · APA Section 706 · SSA regulations · Due Process Clause

Government Benefits / Social Security

Due process requires explainable denial — Goldberg v Kelly extended to AI era

—CMA agent liability guidance (live)

Regulatory exposure — commonly overlooked:
States using vendor benefits AI — state owns constitutional violation, vendor owns contract cap. · CMA: you are liable for your AI agent like an employee — applies to every agentic commerce vertical.

TAM / Exposure

100M+ benefits recipients US · algorithmic denial litigation

Insurance lines

Municipal liability · Fidelity

Exhibit authority

UK CMA Agent Liability Pack — Benefits Eligibility Algorithm Audit Pack

Global leaders

SSA · CMS · UK DWP · ACLU · EU Commission · CMA · ICO · FCA

AFDC legacy

Automated denial without hearing = procedural due process violation — receipt enables hearing.

EU FRIA

Fundamental rights impact assessment required for public benefits AI — Exhibit pack maps to FRIA.

Medicaid unwinding

AI re-determination errors affected 20M+ — class actions forming.

[United Kingdom] Post-Brexit divergence

UK not bound by EU AI Act but CMA/ICO more aggressive on agents.

[United Kingdom] London market

Lloyd's syndicates need AI decision audit for specialty lines.

[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 government_benefits demo Regulatory calendar Download exhibit pack Verify independently