Analysis, guides, and policy updates on H.R.1 work requirements, exemption detection, and procedural disenrollment in California Medicaid.
Most Medi-Cal members who lose coverage under H.R.1 will still qualify. Procedural disenrollment — losing coverage over paperwork, not eligibility — is the problem clinical AI is built to solve.
H.R.1 creates 13 categories of exemption from the Medi-Cal work requirement. Here is who qualifies, what evidence is needed, and how an AI exemption checker finds what claims data misses.
Starting January 1, 2027, Medi-Cal expansion adults face work requirements and six-month renewals. Here is the full H.R.1 implementation timeline and what managed care plans must do to protect their members.