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Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at public safety department heads, built for one person, not a department.
In short: Proposal Builder Built for Department Heads is a retrieval engine aimed at public safety department heads, covering proposal writing. It scores 75/100 on AltF Ideas, carried by moat (95) and held back by timing (52). Typical pricing is $2.3k–$46k per customer per year, with a first version reachable in about a quarter for $13k–$42k.
Public safety teams lose proposals rebuilt from scratch that are 80% identical. In most public safety businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $640M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $2.3k – $46k |
| Pricing model | Usage-based |
| Time to first revenue | 33 days |
| Startup cost to MVP | $13k – $42k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Public safety is growing at roughly 14% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A generalist AI tool | No domain grounding, so output needs full human review |
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