Loading page
A narrow anomaly detector scoped to demand forecasting alone — no platform, no migration, no six-month rollout. Aimed at construction project managers, replacing the spreadsheet that currently holds it together.
In short: Automated Demand Forecaster for Construction is an anomaly detector aimed at construction project managers, covering demand forecasting. It scores 70/100 on AltF Ideas, carried by monetisation (96) and held back by feasibility (36). Typical pricing is $4.5k–$96k per customer per year, with a first version reachable in six to twelve months for $32k–$93k.
Construction teams lose next month planned from last month with a gut adjustment. Nobody owns this process, which is exactly why it keeps breaking. Whoever knows how it works becomes a single point of failure.
Demand forecasting handled by an anomaly detector, 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 | $803M |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $4.5k – $96k |
| Pricing model | Per-outcome |
| Time to first revenue | 69 days |
| Startup cost to MVP | $32k – $93k |
| Build effort | 6-12 months |
Streaming detection became practical without a dedicated data platform. 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 |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Trust has to be earned before anyone lets this run unsupervised.
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