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A forecasting model that handles reporting & analytics end to end and hands a human the exceptions rather than the queue. Aimed at solar owner-operators, taking the phone queue off a human entirely.
In short: Solar Reporting Layer is a forecasting model aimed at solar owner-operators, covering reporting & analytics. It scores 70/100 on AltF Ideas, carried by moat (92) and held back by feasibility (24). Typical pricing is $4.3k–$91k per customer per year, with a first version reachable in six to twelve months for $39k–$136k.
Solar teams lose a monthly report rebuilt by hand in a spreadsheet. 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.
A forecasting model that sits beside the existing system, reads what it already produces, and closes reporting & analytics. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $733M |
|---|---|
| Category growth (CAGR) | 27% |
| Annual contract value | $4.3k – $91k |
| Pricing model | Per-outcome |
| Time to first revenue | 61 days |
| Startup cost to MVP | $39k – $136k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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