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A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at mental health clinic admins, replacing the spreadsheet that currently holds it together.
In short: Risk Scorer for Mental health Clinic Admins is a forecasting model aimed at mental health clinic admins, covering risk assessment. It scores 71/100 on AltF Ideas, carried by monetisation (95) and held back by feasibility (22). Typical pricing is $10k–$149k per customer per year, with a first version reachable in six to twelve months for $31k–$109k.
Mental health teams lose risk scored by whoever is free that afternoon. The work sits between two systems that were never designed to talk. The error rate is tolerated because measuring it would cost more than the errors.
A forecasting model that sits beside the existing system, reads what it already produces, and closes risk assessment. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $986M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $10k – $149k |
| Pricing model | Managed service |
| Time to first revenue | 85 days |
| Startup cost to MVP | $31k – $109k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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