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A long-context reviewer that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at public safety compliance leads, replacing the spreadsheet that currently holds it together.
In short: Proposal Builder Built for Compliance Leads is a long-context reviewer aimed at public safety compliance leads, covering proposal writing. It scores 77/100 on AltF Ideas, carried by moat (92) and held back by demand (54). Typical pricing is $1.9k–$37k per customer per year, with a first version reachable in about a quarter for $15k–$46k.
Public safety teams lose proposals rebuilt from scratch that are 80% identical. It is the kind of task that is too small to fund and too costly to ignore. The cost is invisible on any P&L line, which is why it never gets fixed.
Point a long-context reviewer 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 | $971M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $1.9k – $37k |
| Pricing model | Usage-based |
| Time to first revenue | 41 days |
| Startup cost to MVP | $15k – $46k |
| Build effort | ~1 quarter |
Million-token context windows made whole-document reasoning possible in one pass. 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 |
|---|---|
| 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 |
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