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A vision model that sits beside the existing system, reads what it already produces, and closes field reporting. Aimed at solar ops teams, holding service constant on a smaller team.
In short: Field Reporter for Solar, Run by Vision is a vision model aimed at solar ops managers, covering field reporting. It scores 73/100 on AltF Ideas, carried by timing (96) and held back by feasibility (37). Typical pricing is $9.4k–$141k per customer per year, with a first version reachable in six to twelve months for $40k–$132k.
Solar teams lose reports typed up in a truck cab after a ten-hour day. The work sits between two systems that were never designed to talk. The error rate is tolerated because measuring it would cost more than the errors.
A vision model that handles field reporting 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 | $828M |
|---|---|
| Category growth (CAGR) | 27% |
| Annual contract value | $9.4k – $141k |
| Pricing model | Managed service |
| Time to first revenue | 67 days |
| Startup cost to MVP | $40k – $132k |
| Build effort | 6-12 months |
Multimodal models now read a photo of a worksite without custom training. Solar is growing at roughly 24% 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 |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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