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A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at energy ops teams, closing the loop while everyone is asleep.
In short: Energy Knowledge Base is a retrieval engine aimed at energy ops managers, covering knowledge capture. It scores 78/100 on AltF Ideas, carried by moat (97) and held back by demand (56). Typical pricing is $4.8k–$102k per customer per year, with a first version reachable in about a quarter for $13k–$33k.
Energy teams lose twenty years of know-how walking out at retirement. It is the kind of task that is too small to fund and too costly to ignore. The cost is invisible on any P&L line, which is why it never gets fixed.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.1B |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $4.8k – $102k |
| Pricing model | Per-outcome |
| Time to first revenue | 64 days |
| Startup cost to MVP | $13k – $33k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. 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 |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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