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A reconciliation engine that sits beside the existing system, reads what it already produces, and closes invoicing. Aimed at energy asset managers, surfacing the exposure nobody has priced.
In short: Automated Invoice Engine for Energy is a reconciliation engine aimed at energy asset managers, covering invoicing. It scores 77/100 on AltF Ideas, carried by moat (96) and held back by timing (42). Typical pricing is $5.5k–$118k per customer per year, with a first version reachable in about a month for $5.0k–$18k.
Energy teams lose invoices assembled from four systems by hand. The work sits between two systems that were never designed to talk. Whoever knows how it works becomes a single point of failure.
Point a reconciliation engine at invoicing, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $5.5k – $118k |
| Pricing model | Per-outcome |
| Time to first revenue | 76 days |
| Startup cost to MVP | $5.0k – $18k |
| Build effort | ~1 month |
Systems that never talked now expose APIs by default. Energy is growing at roughly 18% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A generalist AI tool | No domain grounding, so output needs full human review |
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