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A narrow retrieval engine scoped to claims & appeals alone — no platform, no migration, no six-month rollout. Aimed at mental health program directors, unbundling the one module people actually use.
In short: Retrieval Appeal Drafter for Mental health is a retrieval engine aimed at mental health program directors, covering claims & appeals. It scores 72/100 on AltF Ideas, carried by demand (87) and held back by open field (44). Typical pricing is $4.8k–$72k per customer per year, with a first version reachable in six to twelve months for $33k–$78k.
Mental health teams lose denials abandoned because appealing costs more than the claim. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that handles claims & appeals end to end and hands a human the exceptions rather than the queue. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $989M |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $4.8k – $72k |
| Pricing model | Data subscription |
| Time to first revenue | 69 days |
| Startup cost to MVP | $33k – $78k |
| 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 |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Integrations with the incumbent system of record are undocumented and gatekept.
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