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A narrow autonomous agent scoped to lead qualification alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing field supervisors, replacing the spreadsheet that currently holds it together.
In short: Agent-Powered Lead Qualifier for Field Supervisors is an autonomous agent aimed at hvac & plumbing field supervisors, covering lead qualification. It scores 74/100 on AltF Ideas, carried by demand (92) and held back by feasibility (55). Typical pricing is $2.0k–$39k per customer per year, with a first version reachable in six to twelve months for $44k–$105k.
HVAC & plumbing teams lose a pipeline where nobody knows which half is real. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
Lead qualification handled by an autonomous agent, with a human signing rather than writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $922M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $2.0k – $39k |
| Pricing model | Usage-based |
| Time to first revenue | 29 days |
| Startup cost to MVP | $44k – $105k |
| Build effort | 6-12 months |
Tool-using agents became reliable enough to close a loop without supervision. HVAC & plumbing is growing at roughly 16% 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 generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
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