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A narrow anomaly detector scoped to permit & licence tracking alone — no platform, no migration, no six-month rollout. Aimed at home care schedulers, so the work stops following people home.
In short: Permit Tracker for Home care, Run by Anomaly is an anomaly detector aimed at home care schedulers, covering permit & licence tracking. It scores 78/100 on AltF Ideas, carried by open field (93) and held back by timing (62). Typical pricing is $3.6k–$77k per customer per year, with a first version reachable in about a month for $6.0k–$13k.
Home care teams lose twelve portals refreshed by hand every morning. A typical home care operation runs this on people, memory, and a shared spreadsheet. It scales linearly with headcount, so growth makes it worse rather than better.
Permit & licence tracking handled by an anomaly detector, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $470M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $3.6k – $77k |
| Pricing model | Per-outcome |
| Time to first revenue | 76 days |
| Startup cost to MVP | $6.0k – $13k |
| Build effort | ~1 month |
Streaming detection became practical without a dedicated data platform. Home care is growing at roughly 20% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The data you need lives on paper in a back office; digitisation is half the product.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow