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Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at wholesale sales teams, finding what the inspector would find, first.
In short: Retrieval Risk Scorer for Wholesale is a retrieval engine aimed at wholesale sales leads, covering risk assessment. It scores 73/100 on AltF Ideas, carried by monetisation (90) and held back by feasibility (50). Typical pricing is $4.2k–$91k per customer per year, with a first version reachable in six to twelve months for $43k–$120k.
Wholesale teams lose risk scored by whoever is free that afternoon. A typical wholesale operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
A retrieval engine that handles risk assessment end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $685M |
|---|---|
| Category growth (CAGR) | 9% |
| Annual contract value | $4.2k – $91k |
| Pricing model | Per-outcome |
| Time to first revenue | 79 days |
| Startup cost to MVP | $43k – $120k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Wholesale is growing at roughly 11% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The data you need lives on paper in a back office; digitisation is half the product.
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