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A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at public safety department heads, holding service constant on a smaller team.
In short: Retrieval-Powered Contract Analyser for Department Heads is a retrieval engine aimed at public safety department heads, covering contract analysis. It scores 72/100 on AltF Ideas, carried by monetisation (87) and held back by feasibility (57). Typical pricing is $3.6k–$76k per customer per year, with a first version reachable in about a quarter for $16k–$37k.
Public safety teams lose renewal terms nobody re-read before signing. In most public safety businesses this job has never had software written for it. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that handles contract analysis end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $427M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $3.6k – $76k |
| Pricing model | Per-outcome |
| Time to first revenue | 63 days |
| Startup cost to MVP | $16k – $37k |
| 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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