AI contract review: what it can do, what it can't

AI contract review tools have improved considerably in the past two years. The current generation — built on large language models — can extract clauses, summarise obligations, flag deviations from standard terms, and translate legal language into plain English. For anyone signing contracts regularly without a lawyer in the room, that's useful. But there are real limitations, and they're worth understanding before you rely on any AI review for something important.

What AI contract review does well

• Summarising the key terms of a standard commercial contract
• Identifying and extracting specific clause types: indemnification, limitation of liability, auto-renewal, governing law
• Flagging language that deviates from typical market terms
• Translating legal boilerplate into plain English
• Spotting asymmetric obligations — where one party bears significantly more risk
• Comparing a contract against a checklist of must-have or must-avoid clauses

Where it reliably falls short

Two persistent weaknesses stand out. The first is jurisdiction-specific nuance. A limitation of liability clause might be standard in a US technology contract but unenforceable in a specific German or French context. AI tools don't reliably know this. The second is negotiation strategy. The tool can tell you what a clause says — it can't tell you how hard to push back, or whether pushing back will cost you the deal.

The hallucination problem

Large language models can produce confident-sounding errors. In contract review, this typically means a tool stating a clause means something it doesn't, missing a cross-reference that changes an obligation's scope, or mischaracterising a legal term of art. The models are generating plausible-sounding text, not applying legal analysis. Always read the actual contract — never rely solely on an AI summary for any commitment you're prepared to be held to.

InkRobin's AI explainer

InkRobin includes an AI explainer that lets signers ask questions about a document before they sign. It's designed for the most common situation: someone receiving a contract who isn't a lawyer and wants to understand what they're agreeing to in ordinary language. It doesn't replace legal advice and says so plainly. For standard commercial contracts — the kind most people sign without a lawyer present — it reduces the information gap between the person who drafted the contract and the person who's signing it.

Practical guidelines

• Use AI review to understand a contract well enough to ask informed questions
• Don't rely on it alone for anything involving significant money, IP ownership, or multi-year exclusivity
• Check every auto-renewal clause it flags — these are easy to miss and expensive when triggered
• If the AI flags something unusual, treat that as a reason to read that clause carefully, not a verdict on its meaning
• For contracts over a certain value, the cost of a one-hour legal review is almost always worth it

When to involve a lawyer anyway

AI contract review is most useful for standard, relatively low-stakes agreements. For anything involving significant financial exposure, unusual risk allocation, intellectual property ownership transfers, exclusivity, or a relationship that will govern years of business, a lawyer's review is worth the cost. AI tools help you prepare that conversation — understanding the contract well enough to ask precise questions is valuable in itself.