Point a document parser at claims & appeals, and let people review output instead of producing it. Aimed at construction owner-operators, surfacing the exposure nobody has priced.
In short: Construction Appeal Drafter is a document parser aimed at construction owner-operators, covering claims & appeals. It scores 71/100 on AltF Ideas, carried by open field (89) and held back by demand (55). Typical pricing is $4.5k–$97k per customer per year, with a first version reachable in about a quarter for $14k–$38k.
Construction teams lose denials abandoned because appealing costs more than the claim. In most construction businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
Point a document parser at claims & appeals, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.5B |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $4.5k – $97k |
| Pricing model | Per-outcome |
| Time to first revenue | 81 days |
| Startup cost to MVP | $14k – $38k |
| Build effort | ~1 quarter |
Document parsing stopped needing per-layout templates. Construction is growing at roughly 20% 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 |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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