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A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at home care compliance leads, replacing the spreadsheet that currently holds it together.
In short: Home care Proposal Builder on Retrieval is a retrieval engine aimed at home care compliance leads, covering proposal writing. It scores 72/100 on AltF Ideas, carried by open field (95) and held back by demand (33). Typical pricing is $2.0k–$39k per customer per year, with a first version reachable in about a month for $5.5k–$19k.
Home care teams lose proposals rebuilt from scratch that are 80% identical. Nobody owns this process, which is exactly why it keeps breaking. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, 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) | 20% |
| Annual contract value | $2.0k – $39k |
| Pricing model | Usage-based |
| Time to first revenue | 35 days |
| Startup cost to MVP | $5.5k – $19k |
| Build effort | ~1 month |
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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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