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Point a voice agent at intake & triage, and let people review output instead of producing it. Aimed at construction ops teams, writing down what only one person knows.
In short: Intake Triage Built for Ops Teams is a voice agent aimed at construction ops managers, covering intake & triage. It scores 78/100 on AltF Ideas, carried by open field (90) and held back by feasibility (42). Typical pricing is $4.1k–$88k per customer per year, with a first version reachable in six to twelve months for $44k–$154k.
Construction teams lose the front-desk queue that swallows 17 hours a week. The work sits between two systems that were never designed to talk. The error rate is tolerated because measuring it would cost more than the errors.
A narrow voice agent scoped to intake & triage 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 | $1.4B |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $4.1k – $88k |
| Pricing model | Per-outcome |
| Time to first revenue | 78 days |
| Startup cost to MVP | $44k – $154k |
| Build effort | 6-12 months |
Real-time speech models fell below $0.06 a minute in 2025. 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 |
|---|---|
| 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 |
| 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