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Point a retrieval engine at risk assessment, and let people review output instead of producing it. Aimed at real estate owner-operators, unbundling the one module people actually use.
In short: Risk Scorer for Real estate, Run by Retrieval is a retrieval engine aimed at real estate owner-operators, covering risk assessment. It scores 70/100 on AltF Ideas, carried by timing (88) and held back by open field (33). Typical pricing is $4.6k–$98k per customer per year, with a first version reachable in about a quarter for $13k–$42k.
Real estate teams lose risk scored by whoever is free that afternoon. In most real estate 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 risk assessment. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $2.0B |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $4.6k – $98k |
| Pricing model | Per-outcome |
| Time to first revenue | 73 days |
| Startup cost to MVP | $13k – $42k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Real estate is growing at roughly 13% 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 |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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