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Payroll verification handled by an anomaly detector, with a human signing rather than writing. Aimed at public safety ops teams, replacing the spreadsheet that currently holds it together.
In short: Automated Payroll Verifier for Public safety is an anomaly detector aimed at public safety ops managers, covering payroll verification. It scores 74/100 on AltF Ideas, carried by moat (96) and held back by feasibility (52). Typical pricing is $4.5k–$96k per customer per year, with a first version reachable in six to twelve months for $40k–$141k.
Public safety teams lose payroll errors found by the employee, not the system. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
Payroll verification handled by an anomaly detector, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $432M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $4.5k – $96k |
| Pricing model | Per-outcome |
| Time to first revenue | 76 days |
| Startup cost to MVP | $40k – $141k |
| Build effort | 6-12 months |
Streaming detection became practical without a dedicated data platform. Public safety 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 |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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