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Demand forecasting handled by an anomaly detector, with a human signing rather than writing. Aimed at public safety compliance leads, holding service constant on a smaller team.
In short: Demand Forecaster for Public safety, Run by Anomaly is an anomaly detector aimed at public safety compliance leads, covering demand forecasting. It scores 72/100 on AltF Ideas, carried by moat (92) and held back by demand (26). Typical pricing is $1.2k–$24k per customer per year, with a first version reachable in a weekend for $2.0k–$7.0k.
Public safety teams lose next month planned from last month with a gut adjustment. A typical public safety operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
A narrow anomaly detector scoped to demand forecasting alone — no platform, no migration, no six-month rollout. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $354M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $1.2k – $24k |
| Pricing model | Seat SaaS |
| Time to first revenue | 55 days |
| Startup cost to MVP | $2.0k – $7.0k |
| Build effort | Weekend |
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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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