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A narrow anomaly detector scoped to expense review alone — no platform, no migration, no six-month rollout. Aimed at utilities compliance leads, writing down what only one person knows.
In short: Utilities Expense Reviewer on Anomaly is an anomaly detector aimed at utilities compliance leads, covering expense review. It scores 73/100 on AltF Ideas, carried by open field (93) and held back by demand (45). Typical pricing is $10k–$156k per customer per year, with a first version reachable in about a month for $6.5k–$15k.
Utilities teams lose expenses approved without anyone actually reading them. A typical utilities operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
An anomaly detector that sits beside the existing system, reads what it already produces, and closes expense review. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $741M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $10k – $156k |
| Pricing model | Managed service |
| Time to first revenue | 65 days |
| Startup cost to MVP | $6.5k – $15k |
| Build effort | ~1 month |
Streaming detection became practical without a dedicated data platform. 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 |
|---|---|
| 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
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