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A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at home care agency owners, holding service constant on a smaller team.
In short: Home care Proposal Builder on Retrieval is a retrieval engine aimed at home care agency owners, covering proposal writing. It scores 74/100 on AltF Ideas, carried by monetisation (93) and held back by moat (53). Typical pricing is $10k–$151k per customer per year, with a first version reachable in about a quarter for $12k–$32k.
Home care teams lose proposals rebuilt from scratch that are 80% identical. Every home care team solves this the same way: someone stays late. The error rate is tolerated because measuring it would cost more than the errors.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.0B |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $10k – $151k |
| Pricing model | Managed service |
| Time to first revenue | 86 days |
| Startup cost to MVP | $12k – $32k |
| Build effort | ~1 quarter |
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 |
|---|---|
| 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 |
Trust has to be earned before anyone lets this run unsupervised.
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