Intake screening and sick call: AI for correctional healthcare

Correctional healthcare operates at a scale and pace few settings match. Hundreds of intake screenings a week, stacks of sick-call requests and strict accreditation standards leave nursing teams stretched thin. Documentation gaps here carry real clinical and legal risk.

Receiving screening, captured as you talk

At booking, nurses ask about medications, substance use, mental health and infectious disease. Murphi listens to the conversation and fills the intake form automatically — flagging a missed insulin dose, heavy alcohol use that warrants withdrawal monitoring, or a positive suicide screen for immediate provider review.

Sick-call slips, triaged

Handwritten and kiosk sick-call requests are read and prioritized automatically: urgent symptoms like pleuritic chest pain rise to the top, while dental complaints and refill requests are routed to the right queues. Nursing teams spend time on care rather than sorting paper.

Chronic care and medications

Diabetes, hypertension, HIV and other chronic conditions require consistent follow-up documentation. Medication scan helps reconcile medications patients arrive with, and structured notes keep chronic-care visits complete.

Audit-ready by default

Every encounter is time-stamped, and response times for sick-call requests are tracked automatically. When accreditation reviews come, the documentation is already there.

Continuity at release

Re-entry is where care often breaks down. Murphi generates care summaries and books community follow-up appointments, then confirms them with the patient by text after release.

Correctional health teams don't need more forms. They need documentation that keeps up with the volume — and protects patients and staff alike.