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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 utilities ops teams, replacing the spreadsheet that currently holds it together.
In short: Retrieval Support Agent for Utilities is a retrieval engine aimed at utilities ops managers, covering customer support. It scores 73/100 on AltF Ideas, carried by moat (96) and held back by feasibility (48). Typical pricing is $12k–$180k per customer per year, with a first version reachable in six to twelve months for $40k–$97k.
Utilities teams lose the same forty questions answered by a human every day. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 10% |
| Annual contract value | $12k – $180k |
| Pricing model | Managed service |
| Time to first revenue | 87 days |
| Startup cost to MVP | $40k – $97k |
| Build effort | 6-12 months |
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 |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
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