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Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at aviation maintenance leads, replacing the spreadsheet that currently holds it together.
In short: Aviation Competency Tracker on Retrieval is a retrieval engine aimed at aviation maintenance leads, covering training & competency. It scores 73/100 on AltF Ideas, carried by open field (95) and held back by feasibility (39). Typical pricing is $3.9k–$83k per customer per year, with a first version reachable in six to twelve months for $38k–$130k.
Aviation 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.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $256M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $3.9k – $83k |
| Pricing model | Per-outcome |
| Time to first revenue | 81 days |
| Startup cost to MVP | $38k – $130k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Aviation is growing at roughly 12% 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 generalist AI tool | No domain grounding, so output needs full human review |
| 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