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A classifier that handles intake & triage end to end and hands a human the exceptions rather than the queue. Aimed at construction owner-operators, at a tenth of what the enterprise suite charges.
In short: Classification-Powered Intake Triage for Owner-Operators is a classifier aimed at construction owner-operators, covering intake & triage. It scores 76/100 on AltF Ideas, carried by monetisation (97) and held back by open field (33). Typical pricing is $4.4k–$95k per customer per year, with a first version reachable in a weekend for $2.0k–$7.0k.
Construction teams lose the front-desk queue that swallows 11 hours a week. Nobody owns this process, which is exactly why it keeps breaking. The error rate is tolerated because measuring it would cost more than the errors.
Point a classifier at intake & triage, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $753M |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $4.4k – $95k |
| Pricing model | Per-outcome |
| Time to first revenue | 74 days |
| Startup cost to MVP | $2.0k – $7.0k |
| Build effort | Weekend |
Classification quality crossed the threshold where a human stops double-checking. 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Integrations with the incumbent system of record are undocumented and gatekept.
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