AI can speed up the reading, comparing and organising parts of legal and compliance work: summarising long documents, spotting differences between versions, drafting checklists and first-pass summaries. It should not make the legal call. Deciding what a clause means for your company, whether you are compliant, or what to advise a client stays with a qualified lawyer or your compliance team. This article is general information, not legal advice; confirm anything specific with your legal or compliance team.
The useful split: preparation versus judgement
Legal and compliance work has two layers. The first is preparation: reading, sorting, extracting, comparing and drafting. The second is judgement: interpreting, weighing risk, advising and signing off. AI is good at the first layer and unreliable at the second, because it can write fluent text that sounds authoritative while being wrong or incomplete.
A practical rule: let AI shorten the time it takes a person to get to the point where they can decide. Do not let it be the decider.
Tasks where AI usually helps
- Summarising long documents. Contracts, policies, circulars and meeting records can be condensed into a structured summary, so a reviewer knows where to focus. The summary is a map, not a substitute for reading the sections that matter.
- Comparing versions. Ask AI to list what changed between two drafts of an agreement or policy, then check each change against the documents yourself.
- Extracting key terms. Pull out parties, dates, renewal terms, payment terms or notice periods into a table for a person to verify.
- Drafting checklists. Turn an internal policy or a regulator's published guidance into a draft review checklist that your compliance team then edits.
- Plain-language explanations. Rewrite dense wording so non-lawyers in sales, HR or operations understand what they are being asked to follow.
- First drafts of routine correspondence. Standard acknowledgement letters, internal reminders and training notes, reviewed before they go out.
Tasks that must stay with a lawyer or compliance officer
- Interpreting law and contracts for a real situation. Whether a clause is enforceable, or whether an activity is permitted, depends on facts and current law that AI cannot reliably know.
- Regulatory conclusions. "Are we compliant?" is a decision someone must own and be accountable for.
- Advice to clients, the board or regulators. The accountable professional signs it, having checked it.
- Negotiation strategy and risk acceptance. These are business and legal judgement calls.
- Anything citing authority. AI can state a case, section or rule that does not exist or does not say what it claims. Every citation must be checked against the original source.
Confidentiality comes first
Legal documents are often privileged or commercially sensitive, and they may contain personal data. Before anyone pastes a contract or a case file into an AI tool, check your company's AI usage policy, the tool's data handling terms and your confidentiality obligations to clients. Our guides on whether you can put customer data into Claude and AI and PDPA cover the questions to ask. When unsure, remove names and identifying details first, or ask your legal team to approve the use case.
A review workflow that keeps a person in charge
- Define the task narrowly. "List the termination and renewal clauses in this agreement with section numbers" beats "review this contract".
- Give the source and ask for locations. Require the AI to point to the section or page for every point so you can verify it.
- Treat the output as a draft. A qualified reviewer reads the original passages behind every point that matters.
- Check for what is missing. Summaries can omit an important exception. Ask the reviewer to scan the full document for clauses the summary did not mention.
- Record who approved. Keep a named person accountable for each conclusion. This is the idea behind human in the loop.
The checks in how to check if AI output is accurate apply directly here: verify names, figures, dates and every reference against the source.
Building the skill in your team
Legal and compliance staff get the most from AI when they know how to write precise instructions, supply the right context and test outputs critically. Agmo Studio, a Select Partner of the Anthropic Claude Partner Network, runs exam-preparation workshops through Agmo Academy, including the Claude Certified Associate workshop, and quotes in-house sessions per scope on the AI training page. Terms such as hallucination and context window are explained in the glossary.