Redlining at the Speed of a Term Sheet

There's a strange asymmetry in how fast different documents move through a company. A term sheet for a funding round, often the highest-stakes document a startup signs all year, gets turned around in days. Everyone involved treats speed as a first-class constraint alongside accuracy. A routine vendor MSA, worth a fraction of the deal size and drafted from a template both sides have seen a hundred times, can sit in a review queue for two or three weeks.

The gap isn't about complexity. Term sheets are genuinely complicated, full of negotiated economics and control terms. Vendor contracts are usually more mechanical — the same eight or ten clause categories, reviewed against the same playbook, over and over. The gap is about attention: term sheets get a dedicated, focused review because everyone knows they matter. Vendor paper gets queued behind whatever else is on a lawyer's desk that week, because no single instance of it feels urgent enough to jump the line.

Why that queue is the actual cost

The direct cost of a bad clause is real but relatively rare — most contracts never end up in a dispute. The queue itself is the cost that hits every single contract: sales cycles that stall waiting on a customer MSA redline, a vendor relationship that can't start because procurement paper is stuck behind three other reviews, a hire who can't start because an employment agreement needs one more pass. Speed isn't a nice-to-have on top of accurate review. For most contracts, speed is most of the value.

What actually changes with AI review

The honest version of this story isn't "AI replaces the lawyer." For anything genuinely novel — a clause type the playbook hasn't seen, a negotiation with real back-and-forth, a dispute — you still want a person who can reason from first principles, not a model applying a static rule. What changes is the shape of the queue. The mechanical 80% of contracts — the ones that match a known clause pattern against a known playbook position — get resolved in minutes instead of days. The genuinely hard 20% still reach a human, but they reach a human immediately, with the boring parts already flagged and drafted, instead of waiting in line behind everything else.

“As a five-person startup we had no legal team at all. Conlegie is the first tool that made me feel confident signing a customer contract without paying $600 an hour to have someone else read it first.”

— Tom Renwick, Founder & CEO, Fenwick Data Systems

That reordering is the actual unlock — not that review gets automated end to end, but that human judgment stops being spent on the 80% of contracts that don't need it, and gets applied, immediately, to the 20% that do. Vendor contracts will probably never move as fast as a term sheet the sales team is pushing to close this quarter. But there's no good reason they should move ten times slower, either.