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Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Aimed at construction owner-operators, replacing the spreadsheet that currently holds it together.
In short: Construction Appeal Drafter is a retrieval engine aimed at construction owner-operators, covering claims & appeals. It scores 81/100 on AltF Ideas, carried by timing (89) and held back by feasibility (68). Typical pricing is $4.5k–$68k per customer per year, with a first version reachable in about a quarter for $14k–$35k.
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.
Claims & appeals handled by a retrieval engine, with a human signing rather than writing. Revenue is data subscription, 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) | 21% |
| Annual contract value | $4.5k – $68k |
| Pricing model | Data subscription |
| Time to first revenue | 50 days |
| Startup cost to MVP | $14k – $35k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. 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 |
|---|---|
| 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 suite | Sells a platform; this job is one neglected module inside it |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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