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A narrow document parser scoped to grant & funding tracking alone — no platform, no migration, no six-month rollout. Aimed at aviation maintenance leads, proving value before anyone signs anything.
In short: Extraction Grant Tracker for Aviation is a document parser aimed at aviation maintenance leads, covering grant & funding tracking. It scores 74/100 on AltF Ideas, carried by open field (92) and held back by demand (50). Typical pricing is $4.7k–$70k per customer per year, with a first version reachable in about a month for $6.5k–$15k.
Aviation teams lose reporting deadlines discovered the week they are due. In most aviation businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
A narrow document parser scoped to grant & funding tracking 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 | $236M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $4.7k – $70k |
| Pricing model | Data subscription |
| Time to first revenue | 61 days |
| Startup cost to MVP | $6.5k – $15k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 spreadsheet | The real incumbent in most of the market, and it is free |
| A generalist AI tool | No domain grounding, so output needs full human review |
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