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A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at solar owner-operators, writing down what only one person knows.
In short: Scheduling Built for Owner-Operators is a forecasting model aimed at solar owner-operators, covering scheduling. It scores 70/100 on AltF Ideas, carried by moat (92) and held back by feasibility (22). Typical pricing is $3.2k–$57k per customer per year, with a first version reachable in six to twelve months for $32k–$87k.
Solar teams lose a calendar rebuilt by hand every time one job slips. 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 scheduling. Revenue is per-project, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $466M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $3.2k – $57k |
| Pricing model | Per-project |
| Time to first revenue | 54 days |
| Startup cost to MVP | $32k – $87k |
| 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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| A generalist AI tool | No domain grounding, so output needs full human review |
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