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Point a retrieval engine at contract analysis, and let people review output instead of producing it. Aimed at utilities compliance leads, closing the loop while everyone is asleep.
In short: Contract Analyser for Utilities, Run by Retrieval is a retrieval engine aimed at utilities compliance leads, covering contract analysis. It scores 71/100 on AltF Ideas, carried by open field (93) and held back by monetisation (51). Typical pricing is $2.4k–$49k per customer per year, with a first version reachable in about a month for $5.5k–$18k.
Utilities teams lose renewal terms nobody re-read before signing. Nobody owns this process, which is exactly why it keeps breaking. Most operators assume this is simply the cost of doing business.
A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $443M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $2.4k – $49k |
| Pricing model | Usage-based |
| Time to first revenue | 37 days |
| Startup cost to MVP | $5.5k – $18k |
| 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 generalist AI tool | No domain grounding, so output needs full human review |
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