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Point a vision model at asset tracking, and let people review output instead of producing it. Aimed at hvac & plumbing field supervisors, so the work stops following people home.
In short: HVAC & plumbing Asset Tracker is a vision model aimed at hvac & plumbing field supervisors, covering asset tracking. It scores 72/100 on AltF Ideas, carried by demand (95) and held back by moat (46). Typical pricing is $9.8k–$147k per customer per year, with a first version reachable in about a quarter for $14k–$33k.
HVAC & plumbing teams lose equipment located by asking around. In most hvac & plumbing businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
Point a vision model at asset tracking, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $396M |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $9.8k – $147k |
| Pricing model | Managed service |
| Time to first revenue | 76 days |
| Startup cost to MVP | $14k – $33k |
| Build effort | ~1 quarter |
Multimodal models now read a photo of a worksite without custom training. 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 |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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