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A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at mental health solo practitioners, taking the phone queue off a human entirely.
In short: Retrieval-Powered Risk Scorer for Solo Practitioners is a retrieval engine aimed at mental health solo practitioners, covering risk assessment. It scores 72/100 on AltF Ideas, carried by demand (87) and held back by feasibility (31). Typical pricing is $14k–$210k per customer per year, with a first version reachable in six to twelve months for $28k–$68k.
Mental health teams lose risk scored by whoever is free that afternoon. Every mental health team solves this the same way: someone stays late. Most operators assume this is simply the cost of doing business.
Point a retrieval engine at risk assessment, 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 | $1.7B |
|---|---|
| Category growth (CAGR) | 23% |
| Annual contract value | $14k – $210k |
| Pricing model | Managed service |
| Time to first revenue | 63 days |
| Startup cost to MVP | $28k – $68k |
| 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 |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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