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Point a reconciliation engine at vendor management, and let people review output instead of producing it. Aimed at solar owner-operators, starting from data the business already produces.
In short: Solar Vendor Monitor is a reconciliation engine aimed at solar owner-operators, covering vendor management. It scores 70/100 on AltF Ideas, carried by demand (83) and held back by timing (40). Typical pricing is $3.0k–$55k per customer per year, with a first version reachable in about a month for $5.5k–$13k.
Solar teams lose vendor performance measured only when something breaks. A typical solar 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.
Vendor management handled by a reconciliation engine, with a human signing rather than writing. Revenue is per-project, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $501M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $3.0k – $55k |
| Pricing model | Per-project |
| Time to first revenue | 42 days |
| Startup cost to MVP | $5.5k – $13k |
| Build effort | ~1 month |
Systems that never talked now expose APIs by default. 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 generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
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