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Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at home care schedulers, writing down what only one person knows.
In short: Home care Proposal Builder on Retrieval is a retrieval engine aimed at home care schedulers, covering proposal writing. It scores 74/100 on AltF Ideas, carried by open field (93) and held back by monetisation (41). Typical pricing is $2.0k–$39k per customer per year, with a first version reachable in a weekend for $2.5k–$9.0k.
Home care teams lose proposals rebuilt from scratch that are 80% identical. The work sits between two systems that were never designed to talk. Whoever knows how it works becomes a single point of failure.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $623M |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $2.0k – $39k |
| Pricing model | Usage-based |
| Time to first revenue | 50 days |
| Startup cost to MVP | $2.5k – $9.0k |
| Build effort | Weekend |
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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
The incumbent is a person, and displacing a person is a change-management problem.
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