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Warranty & returns handled by a document parser, with a human signing rather than writing. Aimed at hvac & plumbing dispatchers, finding what the inspector would find, first.
In short: Warranty Handler for HVAC & plumbing, Run by Extraction is a document parser aimed at hvac & plumbing dispatchers, covering warranty & returns. It scores 71/100 on AltF Ideas, carried by monetisation (94) and held back by moat (36). Typical pricing is $3.5k–$74k per customer per year, with a first version reachable in about a month for $5.5k–$17k.
HVAC & plumbing teams lose warranty claims processed on a spreadsheet and a hope. A typical hvac & plumbing operation runs this on people, memory, and a shared spreadsheet. It scales linearly with headcount, so growth makes it worse rather than better.
Warranty & returns handled by a document parser, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $375M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $3.5k – $74k |
| Pricing model | Per-outcome |
| Time to first revenue | 72 days |
| Startup cost to MVP | $5.5k – $17k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. HVAC & plumbing is growing at roughly 16% 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 |
| 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 |
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