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An anomaly detector that handles asset tracking end to end and hands a human the exceptions rather than the queue. Aimed at utilities ops teams, charging only when it actually works.
In short: Utilities Asset Tracker is an anomaly detector aimed at utilities ops managers, covering asset tracking. It scores 72/100 on AltF Ideas, carried by moat (95) and held back by timing (42). Typical pricing is $4.9k–$104k per customer per year, with a first version reachable in about a quarter for $14k–$38k.
Utilities teams lose equipment located by asking around. It is the kind of task that is too small to fund and too costly to ignore. The backlog only surfaces when a customer or an auditor finds it first.
Point an anomaly detector at asset tracking, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.6B |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $4.9k – $104k |
| Pricing model | Per-outcome |
| Time to first revenue | 80 days |
| Startup cost to MVP | $14k – $38k |
| Build effort | ~1 quarter |
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 |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| 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 |
The data you need lives on paper in a back office; digitisation is half the product.
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