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A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Aimed at utilities field supervisors, closing the loop while everyone is asleep.
In short: Retrieval Support Agent for Utilities is a retrieval engine aimed at utilities field supervisors, covering customer support. It scores 71/100 on AltF Ideas, carried by moat (96) and held back by monetisation (27). Typical pricing is $1.0k–$11k per customer per year, with a first version reachable in about a month for $5.5k–$20k.
Utilities teams lose the same forty questions answered by a human every day. A typical utilities operation runs this on people, memory, and a shared spreadsheet. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes customer support. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.5B |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $1.0k – $11k |
| Pricing model | Flat SaaS |
| Time to first revenue | 32 days |
| Startup cost to MVP | $5.5k – $20k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. 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 spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
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