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A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Aimed at mental health clinic admins, built for one person, not a department.
In short: Automated Appeal Drafter for Mental health is a retrieval engine aimed at mental health clinic admins, covering claims & appeals. It scores 76/100 on AltF Ideas, carried by monetisation (93) and held back by feasibility (26). Typical pricing is $13k–$188k per customer per year, with a first version reachable in six to twelve months for $41k–$136k.
Mental health teams lose denials abandoned because appealing costs more than the claim. In most mental health businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
Point a retrieval engine at claims & appeals, 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 | $660M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $13k – $188k |
| Pricing model | Managed service |
| Time to first revenue | 70 days |
| Startup cost to MVP | $41k – $136k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. 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 |
| 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 |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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