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Point a document parser at warranty & returns, and let people review output instead of producing it. Aimed at hvac & plumbing dispatchers, finding what the inspector would find, first.
In short: Extraction-Powered Warranty Handler for Dispatchers is a document parser aimed at hvac & plumbing dispatchers, covering warranty & returns. It scores 74/100 on AltF Ideas, carried by feasibility (92) and held back by moat (34). Typical pricing is $2.0k–$40k per customer per year, with a first version reachable in a weekend for $2.5k–$7.0k.
HVAC & plumbing teams lose warranty claims processed on a spreadsheet and a hope. In most hvac & plumbing businesses this job has never had software written for it. The cost is invisible on any P&L line, which is why it never gets fixed.
Point a document parser at warranty & returns, and let people review output instead of producing it. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $666M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $2.0k – $40k |
| Pricing model | Usage-based |
| Time to first revenue | 45 days |
| Startup cost to MVP | $2.5k – $7.0k |
| Build effort | Weekend |
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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
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