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Expense review handled by a document parser, with a human signing rather than writing. Aimed at solar project managers, closing the loop while everyone is asleep.
In short: Extraction-Powered Expense Reviewer for Project Managers is a document parser aimed at solar project managers, covering expense review. It scores 71/100 on AltF Ideas, carried by demand (83) and held back by open field (43). Typical pricing is $11k–$169k per customer per year, with a first version reachable in about a quarter for $18k–$57k.
Solar teams lose expenses approved without anyone actually reading them. Every solar 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 expense review, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $293M |
|---|---|
| Category growth (CAGR) | 25% |
| Annual contract value | $11k – $169k |
| Pricing model | Managed service |
| Time to first revenue | 72 days |
| Startup cost to MVP | $18k – $57k |
| Build effort | ~1 quarter |
Document parsing stopped needing per-layout templates. Solar is growing at roughly 24% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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