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A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at public safety ops teams, catching the error before it becomes a change order.
In short: Long context Proposal Builder for Public safety is a long-context reviewer aimed at public safety ops managers, covering proposal writing. It scores 71/100 on AltF Ideas, carried by timing (94) and held back by feasibility (32). Typical pricing is $3.8k–$81k per customer per year, with a first version reachable in six to twelve months for $38k–$96k.
Public safety teams lose proposals rebuilt from scratch that are 80% identical. Every public safety team solves this the same way: someone stays late. The cost is invisible on any P&L line, which is why it never gets fixed.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $648M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $3.8k – $81k |
| Pricing model | Per-outcome |
| Time to first revenue | 79 days |
| Startup cost to MVP | $38k – $96k |
| Build effort | 6-12 months |
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 |
|---|---|
| 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 |
The data you need lives on paper in a back office; digitisation is half the product.
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