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A long-context reviewer that sits beside the existing system, reads what it already produces, and closes contract analysis. Aimed at utilities ops teams, at a tenth of what the enterprise suite charges.
In short: Long context Contract Analyser for Utilities is a long-context reviewer aimed at utilities ops managers, covering contract analysis. It scores 70/100 on AltF Ideas, carried by monetisation (90) and held back by feasibility (29). Typical pricing is $10k–$156k per customer per year, with a first version reachable in six to twelve months for $36k–$112k.
Utilities teams lose renewal terms nobody re-read before signing. Nobody owns this process, which is exactly why it keeps breaking. Whoever knows how it works becomes a single point of failure.
Point a long-context reviewer at contract analysis, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $834M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $10k – $156k |
| Pricing model | Managed service |
| Time to first revenue | 83 days |
| Startup cost to MVP | $36k – $112k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. 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 generalist AI tool | No domain grounding, so output needs full human review |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
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