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Point a vision model at inspection, and let people review output instead of producing it. Aimed at utilities field supervisors, at a tenth of what the enterprise suite charges.
In short: Inspection Assistant for Utilities Field Supervisors is a vision model aimed at utilities field supervisors, covering inspection. It scores 71/100 on AltF Ideas, carried by moat (95) and held back by demand (24). Typical pricing is $2.5k–$51k per customer per year, with a first version reachable in about a month for $7.0k–$22k.
Utilities teams lose inspections written up twice — once on paper, once at night. A typical utilities operation runs this on people, memory, and a shared spreadsheet. The cost is invisible on any P&L line, which is why it never gets fixed.
A vision model that handles inspection end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $581M |
|---|---|
| Category growth (CAGR) | 8% |
| Annual contract value | $2.5k – $51k |
| Pricing model | Usage-based |
| Time to first revenue | 41 days |
| Startup cost to MVP | $7.0k – $22k |
| Build effort | ~1 month |
Multimodal models now read a photo of a worksite without custom training. Utilities is growing at roughly 11% 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 |
| A spreadsheet | The real incumbent in most of the market, and it is free |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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