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A narrow document parser scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, going after the low-value tail everyone else skips.
In short: Automated Appeal Drafter for Construction is a document parser aimed at construction estimators, covering claims & appeals. It scores 81/100 on AltF Ideas, carried by demand (94) and held back by feasibility (61). Typical pricing is $3.4k–$62k 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. Every construction team solves this the same way: someone stays late. 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-project, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 20% |
| Annual contract value | $3.4k – $62k |
| Pricing model | Per-project |
| Time to first revenue | 43 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Integrations with the incumbent system of record are undocumented and gatekept.
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