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A document parser that handles pricing end to end and hands a human the exceptions rather than the queue. Aimed at energy ops teams, unbundling the one module people actually use.
In short: Energy Pricing Engine on Extraction is a document parser aimed at energy ops managers, covering pricing. It scores 72/100 on AltF Ideas, carried by timing (87) and held back by open field (42). Typical pricing is $5.9k–$118k per customer per year, with a first version reachable in about a month for $5.0k–$18k.
Energy teams lose a price list last revised when costs were 30% lower. Every energy 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.
A narrow document parser scoped to pricing alone — no platform, no migration, no six-month rollout. Revenue is take-rate, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $762M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $5.9k – $118k |
| Pricing model | Take-rate |
| Time to first revenue | 64 days |
| Startup cost to MVP | $5.0k – $18k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| 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 |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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