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A retrieval engine that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at public safety compliance leads, finding what the inspector would find, first.
In short: Public safety Contract Analyser on Retrieval is a retrieval engine aimed at public safety compliance leads, covering contract analysis. It scores 70/100 on AltF Ideas, carried by moat (96) and held back by monetisation (21). Typical pricing is $800–$9.0k per customer per year, with a first version reachable in six to twelve months for $35k–$115k.
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. Most operators assume this is simply the cost of doing business.
Point a retrieval engine at contract analysis, and let people review output instead of producing it. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $526M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $800 – $9.0k |
| Pricing model | Flat SaaS |
| Time to first revenue | 29 days |
| Startup cost to MVP | $35k – $115k |
| 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 |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| 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 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