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A narrow document parser scoped to reconciliation alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, at a tenth of what the enterprise suite charges.
In short: Reconciler for Utilities, Run by Extraction is a document parser aimed at utilities field supervisors, covering reconciliation. It scores 74/100 on AltF Ideas, carried by monetisation (96) and held back by moat (47). Typical pricing is $6.6k–$133k per customer per year, with a first version reachable in about a month for $6.0k–$17k.
Utilities teams lose two ledgers that never agree and nobody can say why. Every utilities team solves this the same way: someone stays late. The cost is invisible on any P&L line, which is why it never gets fixed.
Reconciliation handled by a document parser, with a human signing rather than writing. Revenue is take-rate, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.1B |
|---|---|
| Category growth (CAGR) | 8% |
| Annual contract value | $6.6k – $133k |
| Pricing model | Take-rate |
| Time to first revenue | 59 days |
| Startup cost to MVP | $6.0k – $17k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. Utilities is growing at roughly 11% 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 internal hire | Works until volume doubles, then breaks again |
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