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A narrow document parser scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at aviation ops teams, starting from data the business already produces.
In short: Reconciler for Aviation, Run by Extraction is a document parser aimed at aviation ops managers, covering reconciliation. It scores 70/100 on AltF Ideas, carried by feasibility (92) and held back by moat (54). Typical pricing is $2.2k–$44k per customer per year, with a first version reachable in a weekend for $2.5k–$7.0k.
Aviation teams lose two ledgers that never agree and nobody can say why. The work sits between two systems that were never designed to talk. Most operators assume this is simply the cost of doing business.
A document parser that sits beside the existing system, reads what it already produces, and closes reconciliation. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $273M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $2.2k – $44k |
| Pricing model | Usage-based |
| Time to first revenue | 30 days |
| Startup cost to MVP | $2.5k – $7.0k |
| Build effort | Weekend |
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 internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| 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