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Risk assessment handled by a forecasting model, with a human signing rather than writing. Aimed at wholesale ops teams, unbundling the one module people actually use.
In short: Risk Scorer for Wholesale, Run by Forecasting is a forecasting model aimed at wholesale ops managers, covering risk assessment. It scores 70/100 on AltF Ideas, carried by moat (91) and held back by timing (40). Typical pricing is $4.8k–$102k per customer per year, with a first version reachable in six to twelve months for $44k–$121k.
Wholesale teams lose risk scored by whoever is free that afternoon. Nobody owns this process, which is exactly why it keeps breaking. Whoever knows how it works becomes a single point of failure.
Risk assessment handled by a forecasting model, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $312M |
|---|---|
| Category growth (CAGR) | 9% |
| Annual contract value | $4.8k – $102k |
| Pricing model | Per-outcome |
| Time to first revenue | 70 days |
| Startup cost to MVP | $44k – $121k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 |
| 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 |
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