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A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Aimed at home care agency owners, catching the error before it becomes a change order.
In short: Competency Tracker for Home care, Run by Retrieval is a retrieval engine aimed at home care agency owners, covering training & competency. It scores 73/100 on AltF Ideas, carried by monetisation (92) and held back by feasibility (36). Typical pricing is $3.9k–$84k per customer per year, with a first version reachable in six to twelve months for $37k–$112k.
Home care teams lose certifications that expire before anyone notices. It is the kind of task that is too small to fund and too costly to ignore. Most operators assume this is simply the cost of doing business.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $3.9k – $84k |
| Pricing model | Per-outcome |
| Time to first revenue | 71 days |
| Startup cost to MVP | $37k – $112k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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