1. Decision and Care plan
Services, frequency, durations, constraints, and relationships become structured planning data.
Caire turns each visit into a living data product: decision, care plan, schedule row, route, mobile execution, and follow-up stay connected in Caire Core.

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Visit data lifecycle
From care decision and master data to mobile execution.
When visits change or get completed, signals feed a continuous learning loop. Planners can see what happened, why it happened, and what should be reviewed next time.
Services, frequency, durations, constraints, and relationships become structured planning data.
Clients, employees, skills, service areas, and shifts define which visits are possible.
Caire Core creates candidates that weigh continuity, travel, time windows, and workload.
The caregiver sees the visit, documents, checks in, and reports deviations directly.
Outcomes and quality are compared with the plan so the next schedule can improve.
The source system and Caire Core keep the visit lifecycle aligned from decision to mobile execution.
| Layer | Decision | Master data | Execution |
|---|---|---|---|
| Source system | Care decision and approved services | Client, address, service, and time rules | Completed visit and deviation status |
| Caire Core | Planning interpretation | Visit graph, staff, skills, shifts, routes | Mobile execution, audit trail, and follow-up |
The visit lifecycle prevents planning data, mobile execution, and reporting from becoming separate realities. That is what makes AI scheduling explainable and audit-friendly.
See AI scheduling