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A narrow reconciliation engine scoped to invoicing alone — no platform, no migration, no six-month rollout. Aimed at energy compliance leads, finding what the inspector would find, first.
In short: Invoice Engine for Energy, Run by Reconciliation is a reconciliation engine aimed at energy compliance leads, covering invoicing. It scores 76/100 on AltF Ideas, carried by feasibility (89) and held back by demand (56). Typical pricing is $2.4k–$48k per customer per year, with a first version reachable in a weekend for $2.0k–$6.0k.
Energy teams lose invoices assembled from four systems by hand. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
A reconciliation engine that handles invoicing end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $821M |
|---|---|
| Category growth (CAGR) | 20% |
| Annual contract value | $2.4k – $48k |
| Pricing model | Usage-based |
| Time to first revenue | 51 days |
| Startup cost to MVP | $2.0k – $6.0k |
| Build effort | Weekend |
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 |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| 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 |
Trust has to be earned before anyone lets this run unsupervised.
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