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An anomaly detector that handles demand forecasting end to end and hands a human the exceptions rather than the queue. Aimed at mental health program directors, closing the loop while everyone is asleep.
In short: Demand Forecaster Built for Program Directors is an anomaly detector aimed at mental health program directors, covering demand forecasting. It scores 82/100 on AltF Ideas, carried by monetisation (90) and held back by feasibility (73). Typical pricing is $12k–$186k per customer per year, with a first version reachable in about a month for $6.0k–$16k.
Mental health teams lose next month planned from last month with a gut adjustment. In most mental health businesses this job has never had software written for it. Whoever knows how it works becomes a single point of failure.
Point an anomaly detector at demand forecasting, 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 | $757M |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $12k – $186k |
| Pricing model | Managed service |
| Time to first revenue | 74 days |
| Startup cost to MVP | $6.0k – $16k |
| Build effort | ~1 month |
Streaming detection became practical without a dedicated data platform. Mental health is growing at roughly 22% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| 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 |
| An internal hire | Works until volume doubles, then breaks again |
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