AI Contract Drafting Review Guide

AI contract tools are genuinely useful for a business without in-house legal counsel, but only when they're used to speed up a careful process, not replace one. The businesses that get burned are the ones that treat an AI-drafted or AI-reviewed contract as finished the moment the tool stops generating text. The ones that get real value treat the AI output as a strong first pass that still gets checked against what was actually agreed.

What you'll need before you start

You don't need a specialised legal AI product to get started, a general-purpose AI writing tool with a long context window handles most of this workflow. What you do need before you open it: the commercial terms already agreed in plain language (price, scope, timeline, who owns what), a copy of any previous contract with the same counterparty for consistency, and a clear view of which jurisdiction's law the contract will sit under. Skipping that last part is the single most common reason an AI-drafted contract needs heavy rework later.

The workflow, step by step

1. Start with a brief, not a blank page. Give the AI tool the contract type, the governing jurisdiction, and the specific commercial terms already agreed, in writing. A vague instruction like "draft a services agreement" produces generic boilerplate. A specific brief, contract type, parties, price, scope, term, jurisdiction, produces something closer to a real first draft.

2. Draft the first pass, then read every clause against the brief. Don't skim for tone, check each clause resolves to something you actually agreed. This is where AI-drafted contracts most often go wrong quietly: the language reads confidently even when a clause doesn't match what was discussed.

3. Run the counterparty's returned version back through the tool as a comparison. When the other side sends back a redlined version, ask the AI tool to summarise exactly what changed clause by clause, in plain language. This catches a small wording shift buried in a long document far faster than a manual read-through.

4. Flag anything the tool can't verify for a human check. An AI tool can draft plausible-sounding language for jurisdiction-specific requirements, but it can't confirm that language is currently enforceable where you operate. Treat any clause dealing with signature requirements, statutory notice periods, or local regulatory language as a flag for a real lawyer, not something to trust on the tool's confidence alone.

5. Check the clauses AI drafting tools most commonly under-write. Liability caps, indemnities, termination rights, and IP ownership are the clauses that cause the most damage when they're missing or too generic, and they're also the ones a fast AI draft is most likely to gloss over with boilerplate language. Read these five clause types deliberately, every time, regardless of how confident the rest of the draft reads.

6. Keep a record of what the AI drafted versus what a human changed. If a dispute ever arises, being able to show which parts of the contract were AI-assisted and which were reviewed and amended by a person is a genuinely useful paper trail, not just good practice for its own sake.

Common mistakes to check for

The most expensive mistake is trusting a tool's confident tone as a proxy for accuracy. AI tools generate legal-sounding language whether or not the underlying content is current or correct, a court in the United States has already sanctioned lawyers for filing an AI-drafted brief that cited cases which didn't exist, the tool generated plausible citations, not verified ones. The same failure mode applies to contract clauses: a confidently written liability clause can still be missing the specific cap your business actually needs.

Two other patterns show up often. First, pasting generic AI-drafted boilerplate into a contract without customising it to the specific jurisdiction, a clause that's standard in one country's contract law can be unenforceable or mean something different elsewhere. Second, using a general-purpose consumer AI chatbot for genuinely sensitive commercial terms with no clarity on where that data goes or whether it's used to train the model, check a tool's data handling terms before pasting in unsigned commercial agreements.

Checklist summary

• Brief the AI tool with the actual agreed commercial terms and governing jurisdiction before drafting starts.
• Check every clause resolves to something genuinely agreed, not just something that reads smoothly.
• Use the tool to summarise a counterparty's redline changes in plain language.
• Give liability caps, indemnities, termination rights, and IP ownership a deliberate manual read every time.
• Route anything jurisdiction-specific or high-risk to a real lawyer rather than trusting AI-generated confidence.
• Keep a record of what was AI-drafted versus human-reviewed for accountability.

Related reading: our AI governance by region.

Free tools: AI Tool Selector to get a personalised AI tool recommendation for your business | AI Compliance Checker to check whether your AI tools meet your compliance obligations.