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A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. Aimed at utilities field supervisors, going after the low-value tail everyone else skips.
In short: Retrieval-Powered Document Reviewer for Field Supervisors is a retrieval engine aimed at utilities field supervisors, covering document review. It scores 74/100 on AltF Ideas, carried by moat (96) and held back by demand (47). Typical pricing is $900–$9.0k per customer per year, with a first version reachable in about a month for $4.5k–$14k.
Utilities teams lose a 900-page document read by someone billing $300 an hour. A typical utilities operation runs this on people, memory, and a shared spreadsheet. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow retrieval engine scoped to document review alone — no platform, no migration, no six-month rollout. 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 | $900 – $9.0k |
| Pricing model | Flat SaaS |
| Time to first revenue | 21 days |
| Startup cost to MVP | $4.5k – $14k |
| 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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