State GC · municipal counsel · govtech deployer
Robodebt lineage, Michigan SNAP/Medicaid auto-denials, NYC ACS emergency removals, Seattle Corti 911 triage — the fight is always the same: no reviewable trace that a human was allowed to do what happened. Velaru locks policy and produces stranger-verify receipts before the lawsuit.
Michigan and Dutch toeslagen parallels — algorithm triggers cut-off without preserved appeal path receipt. Pre-dispute file before class discovery.
Emergency removal before families can see the score. Proof = caseworker override + contest path logged before removal — not “better abuse prediction.”
Medical 911 diversion without public disclosure. Named dispatcher override + diversion receipt; caller told AI involved — Hogan estate litigation pattern.
Oracle/TikTok USDS transition, procurement AI accountability — registry + diligence deck. Slow outbound; counsel file only.
One high-risk workflow · 10 business days · govtech/vendor deployer
Enroll free bundle →Verticals: child_welfare · government_benefits · 350 mandate catalog · Defense deck (no storefront ICE)