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An anomaly detector that handles demand forecasting end to end and hands a human the exceptions rather than the queue. Aimed at construction project managers, writing down what only one person knows.
In short: Automated Demand Forecaster for Construction is an anomaly detector aimed at construction project managers, covering demand forecasting. It scores 73/100 on AltF Ideas, carried by monetisation (95) and held back by feasibility (38). Typical pricing is $4.2k–$89k per customer per year, with a first version reachable in six to twelve months for $44k–$142k.
Construction teams lose next month planned from last month with a gut adjustment. The work sits between two systems that were never designed to talk. Whoever knows how it works becomes a single point of failure.
A narrow anomaly detector scoped to demand forecasting alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $983M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $4.2k – $89k |
| Pricing model | Per-outcome |
| Time to first revenue | 78 days |
| Startup cost to MVP | $44k – $142k |
| 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 |
|---|---|
| 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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