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Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at construction owner-operators, so the work stops following people home.
In short: Risk Scorer for Construction, Run by Retrieval is a retrieval engine aimed at construction owner-operators, covering risk assessment. It scores 70/100 on AltF Ideas, carried by monetisation (81) and held back by open field (43). Typical pricing is $2.0k–$41k per customer per year, with a first version reachable in about a quarter for $13k–$41k.
Construction teams lose risk scored by whoever is free that afternoon. A typical construction operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
Risk assessment handled by a retrieval engine, with a human signing rather than writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 20% |
| Annual contract value | $2.0k – $41k |
| Pricing model | Usage-based |
| Time to first revenue | 36 days |
| Startup cost to MVP | $13k – $41k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Construction is growing at roughly 20% 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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