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A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at public safety department heads, catching the error before it becomes a change order.
In short: Retrieval Competency Tracker for Public safety is a retrieval engine aimed at public safety department heads, covering training & competency. It scores 76/100 on AltF Ideas, carried by open field (90) and held back by monetisation (64). Typical pricing is $800–$8.0k per customer per year, with a first version reachable in about a quarter for $18k–$48k.
Public safety teams lose certifications that expire before anyone notices. It is the kind of task that is too small to fund and too costly to ignore. Whoever knows how it works becomes a single point of failure.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $477M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $800 – $8.0k |
| Pricing model | Flat SaaS |
| Time to first revenue | 32 days |
| Startup cost to MVP | $18k – $48k |
| 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 |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
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