Municipalities
Municipal Home Care
Modular AI planning for municipal home care: schedules, routes, and follow-up on care time and continuity. Does not replace the journal. Free snapshot analysis.
Your organisation's permissions and rules govern who sees and changes the plan. Review trust and data protection
Shorter planning time
Quality consistency across units
Lower administrative time
A planning module — not the whole operating stack
Caire delivers AI-driven planning, staffing, and routes with follow-up. Journal, authority decisions, and documentation stay in your existing systems. You own the rule catalog and KPI definitions.
What Caire is — and is not
In scope
- • Planning, matching, and AI optimization of visits and shifts
- • Follow-up on care time, continuity, travel time, and unassigned visits
- • Snapshot analysis on your export files with no install
Out of scope
- • Authority decisions, journal, and clinical documentation
- • Fees, alarms, and welfare technology
- • Prime-contractor ownership of the full social-care stack
Shared follow-up per unit
Track care time, travel time, continuity, and unassigned visits per unit — ready to summarize for the board.
AI scheduling across multiple units
Named proposals for absence and change; the planner approves before anything goes live.
Route optimization per unit
Reduce travel time between visits within each geographic unit, without compromising continuity.
Traceability for oversight
Every proposal is a version with inputs, rules, results, and approver — evidence for follow-up and review.
Questions municipalities ask
Can Caire be a module in a larger stack?
Yes. We are a module supplier for planning and optimization. We work as a subcontractor to the core system or directly with the municipality as integration owner.
Who owns the information and KPIs?
The municipality. We recommend you own the information model, rule catalog, and KPI definitions. We export in open formats and accept exit terms from day one.
How do we introduce this without operational risk?
Snapshot analysis on a closed period → parallel run on one area → limited live → expand area by area. No plan goes live without human approval.
Start with your own operational evidence
Get an initial picture of continuity and time allocation for a selected period. Discuss data quality, reporting needs and the next evaluation step using your reports.
Create an account, accept the terms, the privacy policy and the DPA, and upload your schedule from Carefox or Alfa eCare Welfare. Caire then analyses it.
One analysis of a selected period per organisation, including one optimisation with calendar, comparison and diagnostics for available results. Upgrade for ongoing planning. A paid pilot is a separate choice.