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A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Aimed at aviation maintenance leads, built for one person, not a department.
In short: Knowledge Base for Aviation, Run by Retrieval is a retrieval engine aimed at aviation maintenance leads, covering knowledge capture. It scores 73/100 on AltF Ideas, carried by open field (96) and held back by monetisation (42). Typical pricing is $1.0k–$20k per customer per year, with a first version reachable in a weekend for $2.0k–$6.0k.
Aviation teams lose twenty years of know-how walking out at retirement. It is the kind of task that is too small to fund and too costly to ignore. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $329M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $1.0k – $20k |
| Pricing model | Seat SaaS |
| Time to first revenue | 50 days |
| Startup cost to MVP | $2.0k – $6.0k |
| Build effort | Weekend |
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 spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
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