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A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, going after the low-value tail everyone else skips.
In short: Retrieval Competency Tracker for Aviation is a retrieval engine aimed at aviation ops managers, covering training & competency. It scores 73/100 on AltF Ideas, carried by moat (96) and held back by feasibility (40). Typical pricing is $12k–$180k per customer per year, with a first version reachable in six to twelve months for $35k–$114k.
Aviation teams lose certifications that expire before anyone notices. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $443M |
|---|---|
| Category growth (CAGR) | 9% |
| Annual contract value | $12k – $180k |
| Pricing model | Managed service |
| Time to first revenue | 65 days |
| Startup cost to MVP | $35k – $114k |
| 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 |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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