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A narrow classifier scoped to expense review alone — no platform, no migration, no six-month rollout. Aimed at utilities compliance leads, closing the loop while everyone is asleep.
In short: Utilities Expense Reviewer is a classifier aimed at utilities compliance leads, covering expense review. It scores 77/100 on AltF Ideas, carried by feasibility (95) and held back by timing (40). Typical pricing is $1.2k–$23k per customer per year, with a first version reachable in a weekend for $2.5k–$6.0k.
Utilities teams lose expenses approved without anyone actually reading them. A typical utilities operation runs this on people, memory, and a shared spreadsheet. The error rate is tolerated because measuring it would cost more than the errors.
A classifier that handles expense review end to end and hands a human the exceptions rather than the queue. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $796M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $1.2k – $23k |
| Pricing model | Seat SaaS |
| Time to first revenue | 36 days |
| Startup cost to MVP | $2.5k – $6.0k |
| Build effort | Weekend |
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 |
|---|---|
| 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 |
The incumbent is a person, and displacing a person is a change-management problem.
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