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A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at hospitality general managers, charging only when it actually works.
In short: Competency Tracker Built for General Managers is a retrieval engine aimed at hospitality general managers, covering training & competency. It scores 72/100 on AltF Ideas, carried by demand (95) and held back by open field (28). Typical pricing is $4.4k–$66k per customer per year, with a first version reachable in six to twelve months for $43k–$123k.
Hospitality teams lose certifications that expire before anyone notices. Nobody owns this process, which is exactly why it keeps breaking. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $421M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $4.4k – $66k |
| Pricing model | Data subscription |
| Time to first revenue | 48 days |
| Startup cost to MVP | $43k – $123k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Hospitality is growing at roughly 12% 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 |
| A generalist AI tool | No domain grounding, so output needs full human review |
| 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