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Training & competency handled by a retrieval engine, with a human signing rather than writing. Aimed at facilities ops teams, surfacing the exposure nobody has priced.
In short: Competency Tracker for Facilities, Run by Retrieval is a retrieval engine aimed at facilities ops managers, covering training & competency. It scores 79/100 on AltF Ideas, carried by moat (94) and held back by demand (66). Typical pricing is $1.7k–$34k per customer per year, with a first version reachable in about a month for $5.0k–$17k.
Facilities teams lose certifications that expire before anyone notices. Nobody owns this process, which is exactly why it keeps breaking. Whoever knows how it works becomes a single point of failure.
A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $543M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $1.7k – $34k |
| Pricing model | Usage-based |
| Time to first revenue | 44 days |
| Startup cost to MVP | $5.0k – $17k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. Facilities 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 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 |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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