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Point a voice agent at intake & triage, and let people review output instead of producing it. Aimed at architecture principals, writing down what only one person knows.
In short: Automated Intake Triage for Architecture is a voice agent aimed at architecture principals, covering intake & triage. It scores 79/100 on AltF Ideas, carried by open field (94) and held back by demand (62). Typical pricing is $12k–$177k per customer per year, with a first version reachable in about a quarter for $12k–$34k.
Architecture teams lose the front-desk queue that swallows 15 hours a week. A typical architecture operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
A voice agent that handles intake & triage end to end and hands a human the exceptions rather than the queue. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $481M |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $12k – $177k |
| Pricing model | Managed service |
| Time to first revenue | 78 days |
| Startup cost to MVP | $12k – $34k |
| Build effort | ~1 quarter |
Real-time speech models fell below $0.06 a minute in 2025. Architecture is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
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