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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 program directors, unbundling the one module people actually use.
In short: Appeal Drafter Built for Program Directors is a retrieval engine aimed at mental health program directors, covering claims & appeals. It scores 72/100 on AltF Ideas, carried by timing (94) and held back by moat (50). Typical pricing is $2.8k–$56k per customer per year, with a first version reachable in six to twelve months for $29k–$87k.
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. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes claims & appeals. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $950M |
|---|---|
| Category growth (CAGR) | 20% |
| Annual contract value | $2.8k – $56k |
| Pricing model | Usage-based |
| Time to first revenue | 45 days |
| Startup cost to MVP | $29k – $87k |
| 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 |
|---|---|
| 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 generalist AI tool | No domain grounding, so output needs full human review |
The incumbent is a person, and displacing a person is a change-management problem.
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