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Point an anomaly detector at payroll verification, and let people review output instead of producing it. Aimed at facilities facilities directors, proving value before anyone signs anything.
In short: Payroll Verifier for Facilities, Run by Anomaly is an anomaly detector aimed at facilities facilities directors, covering payroll verification. It scores 70/100 on AltF Ideas, carried by open field (89) and held back by monetisation (51). Typical pricing is $12k–$182k per customer per year, with a first version reachable in about a quarter for $16k–$56k.
Facilities teams lose payroll errors found by the employee, not the system. It is the kind of task that is too small to fund and too costly to ignore. It scales linearly with headcount, so growth makes it worse rather than better.
Point an anomaly detector at payroll verification, 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 | $719M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $12k – $182k |
| Pricing model | Managed service |
| Time to first revenue | 75 days |
| Startup cost to MVP | $16k – $56k |
| Build effort | ~1 quarter |
Streaming detection became practical without a dedicated data platform. Facilities is growing at roughly 14% 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 |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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