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Reporting & analytics handled by a forecasting model, with a human signing rather than writing. Aimed at solar project managers, taking the phone queue off a human entirely.
In short: Solar Reporting Layer is a forecasting model aimed at solar project managers, covering reporting & analytics. It scores 71/100 on AltF Ideas, carried by monetisation (88) and held back by feasibility (26). Typical pricing is $12k–$184k per customer per year, with a first version reachable in six to twelve months for $34k–$116k.
Solar teams lose a monthly report rebuilt by hand in a spreadsheet. A typical solar operation runs this on people, memory, and a shared spreadsheet. The error rate is tolerated because measuring it would cost more than the errors.
Point a forecasting model at reporting & analytics, 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 | $292M |
|---|---|
| Category growth (CAGR) | 25% |
| Annual contract value | $12k – $184k |
| Pricing model | Managed service |
| Time to first revenue | 69 days |
| Startup cost to MVP | $34k – $116k |
| 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 |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The data you need lives on paper in a back office; digitisation is half the product.
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