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AI · Healthcare · Automation
RotaAI
AI-powered medical rostering for NHS-style hospital environments
The problem
NHS-style hospital rostering is done in spreadsheets or rigid legacy tools that can't adapt to dynamic staffing constraints or compliance rules.
The solution
An AI-driven rostering engine that generates optimised, constraint-aware rotas for medical teams — reducing manual effort and scheduling conflicts.
Key capabilities
- —AI-generated rota optimisation
- —NHS compliance rule enforcement
- —Staff availability + preference handling
- —Real-time conflict detection
- —Dashboard + export for coordinators
System outline
- —React UI + Prisma/PostgreSQL backend
- —AI constraint-solver (Gemini 2.5 Flash)
- —Rostering rule engine
- —REST API + notification layer