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A classifier that sits beside the existing system, reads what it already produces, and closes expense review. Aimed at utilities compliance leads, built for one person, not a department.
In short: Expense Reviewer for Utilities, Run by Classification is a classifier aimed at utilities compliance leads, covering expense review. It scores 72/100 on AltF Ideas, carried by open field (89) and held back by monetisation (54). Typical pricing is $5.5k–$83k per customer per year, with a first version reachable in about a month for $5.5k–$16k.
Utilities teams lose expenses approved without anyone actually reading them. The work sits between two systems that were never designed to talk. The cost is invisible on any P&L line, which is why it never gets fixed.
A classifier that sits beside the existing system, reads what it already produces, and closes expense review. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $429M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $5.5k – $83k |
| Pricing model | Data subscription |
| Time to first revenue | 56 days |
| Startup cost to MVP | $5.5k – $16k |
| Build effort | ~1 month |
Classification quality crossed the threshold where a human stops double-checking. Utilities is growing at roughly 11% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| 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 |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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