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Margin monitoring handled by a reconciliation engine, with a human signing rather than writing. Aimed at solar ops teams, starting from data the business already produces.
In short: Margin Watch for Solar, Run by Reconciliation is a reconciliation engine aimed at solar ops managers, covering margin monitoring. It scores 77/100 on AltF Ideas, carried by monetisation (97) and held back by feasibility (62). Typical pricing is $5.0k–$101k per customer per year, with a first version reachable in about a quarter for $15k–$51k.
Solar teams lose discovering a product went underwater a quarter late. It is the kind of task that is too small to fund and too costly to ignore. The backlog only surfaces when a customer or an auditor finds it first.
A reconciliation engine that sits beside the existing system, reads what it already produces, and closes margin monitoring. Revenue is take-rate, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $692M |
|---|---|
| Category growth (CAGR) | 26% |
| Annual contract value | $5.0k – $101k |
| Pricing model | Take-rate |
| Time to first revenue | 43 days |
| Startup cost to MVP | $15k – $51k |
| Build effort | ~1 quarter |
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 |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The incumbent is a person, and displacing a person is a change-management problem.
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