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A forecasting model that sits beside the existing system, reads what it already produces, and closes collections. Aimed at construction owner-operators, writing down what only one person knows.
In short: Collections Chaser for Construction, Run by Forecasting is a forecasting model aimed at construction owner-operators, covering collections. It scores 72/100 on AltF Ideas, carried by monetisation (96) and held back by timing (34). Typical pricing is $12k–$186k per customer per year, with a first version reachable in six to twelve months for $43k–$136k.
Construction teams lose receivables aging past 90 days because nobody chased. Nobody owns this process, which is exactly why it keeps breaking. Most operators assume this is simply the cost of doing business.
Point a forecasting model at collections, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.5B |
|---|---|
| Category growth (CAGR) | 20% |
| Annual contract value | $12k – $186k |
| Pricing model | Managed service |
| Time to first revenue | 83 days |
| Startup cost to MVP | $43k – $136k |
| 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 |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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