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Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at property management property managers, unbundling the one module people actually use.
In short: Risk Scorer for Property management, Run by Retrieval is a retrieval engine aimed at property management property managers, covering risk assessment. It scores 71/100 on AltF Ideas, carried by demand (90) and held back by open field (28). Typical pricing is $2.2k–$45k per customer per year, with a first version reachable in six to twelve months for $30k–$77k.
Property management teams lose risk scored by whoever is free that afternoon. In most property management businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes risk assessment. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $486M |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $2.2k – $45k |
| Pricing model | Usage-based |
| Time to first revenue | 36 days |
| Startup cost to MVP | $30k – $77k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Property management is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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