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A retrieval engine that sits beside the existing system, reads what it already produces, and closes RFP response. Aimed at aviation maintenance leads, built for one person, not a department.
In short: Retrieval RFP Responder for Aviation is a retrieval engine aimed at aviation maintenance leads, covering RFP response. It scores 70/100 on AltF Ideas, carried by moat (90) and held back by demand (34). Typical pricing is $7.8k–$78k per customer per year, with a first version reachable in six to twelve months for $38k–$114k.
Aviation teams lose a 200-question RFP answered by six people over a week. The work sits between two systems that were never designed to talk. Most operators assume this is simply the cost of doing business.
RFP response handled by a retrieval engine, with a human signing rather than writing. Revenue is site licence, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $196M |
|---|---|
| Category growth (CAGR) | 10% |
| Annual contract value | $7.8k – $78k |
| Pricing model | Site licence |
| Time to first revenue | 87 days |
| Startup cost to MVP | $38k – $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 |
| 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 |
The incumbent is a person, and displacing a person is a change-management problem.
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