Case study
01
The challenge
The hospital needed patients, appointments, billing and staff roles in one system, and a model suggestion could not be stored as a clinical fact on its own.
02
The approach
Laravel and React cover the operational records, with role-based access for staff. AI reads a clinical document and suggests a classification. Nothing is saved until a clinician confirms it.
03
The outcome
Day-to-day hospital operations sit in one system, and the model stays a suggestion until a clinician accepts it.
What shipped
- Patients and appointments
- Billing
- Staff roles
- Clinician confirmation before save