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A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at public safety compliance leads, starting from data the business already produces.
In short: Public safety Competency Tracker on Retrieval is a retrieval engine aimed at public safety compliance leads, covering training & competency. It scores 74/100 on AltF Ideas, carried by moat (93) and held back by feasibility (52). Typical pricing is $8.8k–$132k per customer per year, with a first version reachable in six to twelve months for $29k–$96k.
Public safety teams lose certifications that expire before anyone notices. In most public safety businesses this job has never had software written for it. 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 managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $244M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $8.8k – $132k |
| Pricing model | Managed service |
| Time to first revenue | 66 days |
| Startup cost to MVP | $29k – $96k |
| 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
Trust has to be earned before anyone lets this run unsupervised.
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