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Reporting & analytics handled by a reconciliation engine, with a human signing rather than writing. Aimed at solar owner-operators, catching the error before it becomes a change order.
In short: Reconciliation Reporting Layer for Solar is a reconciliation engine aimed at solar owner-operators, covering reporting & analytics. It scores 73/100 on AltF Ideas, carried by demand (92) and held back by open field (34). Typical pricing is $4.5k–$67k per customer per year, with a first version reachable in about a quarter for $15k–$51k.
Solar teams lose a monthly report rebuilt by hand in a spreadsheet. The work sits between two systems that were never designed to talk. Most operators assume this is simply the cost of doing business.
Point a reconciliation engine at reporting & analytics, and let people review output instead of producing it. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $385M |
|---|---|
| Category growth (CAGR) | 26% |
| Annual contract value | $4.5k – $67k |
| Pricing model | Data subscription |
| Time to first revenue | 71 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 |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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