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A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, so the work stops following people home.
In short: Public safety Proposal Builder on Retrieval is a retrieval engine aimed at public safety department heads, covering proposal writing. It scores 70/100 on AltF Ideas, carried by moat (95) and held back by feasibility (28). Typical pricing is $11k–$162k per customer per year, with a first version reachable in six to twelve months for $36k–$126k.
Public safety teams lose proposals rebuilt from scratch that are 80% identical. The work sits between two systems that were never designed to talk. The backlog only surfaces when a customer or an auditor finds it first.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $736M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $11k – $162k |
| Pricing model | Managed service |
| Time to first revenue | 75 days |
| Startup cost to MVP | $36k – $126k |
| Build effort | 6-12 months |
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 |
| A generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Integrations with the incumbent system of record are undocumented and gatekept.
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