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A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Aimed at energy compliance leads, at a tenth of what the enterprise suite charges.
In short: Retrieval Support Agent for Energy is a retrieval engine aimed at energy compliance leads, covering customer support. It scores 71/100 on AltF Ideas, carried by feasibility (81) and held back by open field (31). Typical pricing is $2.3k–$45k per customer per year, with a first version reachable in about a month for $7.0k–$18k.
Energy teams lose the same forty questions answered by a human every day. In most energy businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $868M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $2.3k – $45k |
| Pricing model | Usage-based |
| Time to first revenue | 45 days |
| Startup cost to MVP | $7.0k – $18k |
| Build effort | ~1 month |
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 |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
The incumbent is a person, and displacing a person is a change-management problem.
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