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Point a retrieval engine at customer support, and let people review output instead of producing it. Aimed at construction owner-operators, holding service constant on a smaller team.
In short: Support Agent for Construction, Run by Retrieval is a retrieval engine aimed at construction owner-operators, covering customer support. It scores 74/100 on AltF Ideas, carried by moat (94) and held back by monetisation (39). Typical pricing is $1.2k–$23k per customer per year, with a first version reachable in about a month for $6.0k–$18k.
Construction teams lose the same forty questions answered by a human every day. The work sits between two systems that were never designed to talk. The cost is invisible on any P&L line, which is why it never gets fixed.
Customer support handled by a retrieval engine, with a human signing rather than writing. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $807M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $1.2k – $23k |
| Pricing model | Seat SaaS |
| Time to first revenue | 40 days |
| Startup cost to MVP | $6.0k – $18k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
The incumbent is a person, and displacing a person is a change-management problem.
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