Contract review is one of the most promising and most misunderstood applications of AI in legal work. The promise is real: AI can read a fifty-page agreement in seconds, summarise its structure, and flag clauses that depart from your standard positions. The misunderstanding is treating that output as a finished review rather than a fast, fallible first pass. This article lays out a workflow that captures the speed while keeping the lawyer β€” and the duty of care β€” firmly in charge.

What AI is good at in contract work

AI excels at a handful of well-defined contract tasks. It can produce a plain-language summary of an agreement β€” parties, term, key obligations, payment mechanics, and termination rights β€” so you can orient quickly. It can extract specific clauses across a document or a batch of documents: find every limitation of liability, every governing-law provision, every change-of-control trigger. It can compare a draft to a playbook, highlighting where an indemnity, a cap, or a notice period differs from your preferred language. And it can suggest redline edits and alternative wording that you then accept, reject, or rewrite.

Purpose-built legal tools such as CoCounsel and Harvey, and contract-specific platforms, are engineered for these tasks and often integrate with document management and clause libraries. General chatbots can do lighter versions of the same work but lack the guardrails, audit features, and data protections you want for client agreements.

What to never paste into a public tool

The single most important rule in AI contract review is a data rule, not a legal one. Never paste a live client contract, or any confidential or personally identifying information, into a consumer AI tool that has not been vetted and contractually secured. Free and consumer products may retain your inputs and, in some cases, use them to train future models. A deal term, a party name, or a negotiating position submitted to such a tool may be irrecoverable and is, at minimum, outside your control.

If you would not email the document to a stranger, do not paste it into an AI tool you have not secured.