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Risk assessment handled by a forecasting model, with a human signing rather than writing. Aimed at construction project managers, surfacing the exposure nobody has priced.
In short: Risk Scorer for Construction, Run by Forecasting is a forecasting model aimed at construction project managers, covering risk assessment. It scores 70/100 on AltF Ideas, carried by moat (92) and held back by feasibility (36). Typical pricing is $1.3k–$26k per customer per year, with a first version reachable in six to twelve months for $32k–$84k.
Construction teams lose risk scored by whoever is free that afternoon. Nobody owns this process, which is exactly why it keeps breaking. The cost is invisible on any P&L line, which is why it never gets fixed.
A forecasting model that sits beside the existing system, reads what it already produces, and closes risk assessment. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $1.3k – $26k |
| Pricing model | Seat SaaS |
| Time to first revenue | 51 days |
| Startup cost to MVP | $32k – $84k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 generalist AI tool | No domain grounding, so output needs full human review |
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