Role hub

AI for Legal

AI for contract review, legal research, compliance, and law firm operations. Practical workflows you can run today, tool briefs reviewed through a legal lens, and every story from the daily brief that actually changes this job — rated by signal, not hype.

Workflows & guides

WorkflowTested

Draft a Trade-Secret AI-Risk Policy Memo for Employee Device Use

Best for Legal

In-house counsel and outside employment/IP attorneys get asked to update device and confidentiality policies when the business starts rolling out AI tools —…

Legal90 minutes per policy review
WorkflowTested

Extract Every Redline Obligation from a Contract in One Prompt Session

Best for Legal

Associate or in-house counsel gets a counterparty's redline back and needs a clean inventory of every obligation, risk flag, and open issue before a partner…

Legal45-90 minutes per mid-length agreement
WorkflowTested

Turn a Bulk Document List into a Privilege Log in One Prompt Session

Best for Legal

You're a litigator or paralegal who just finished a responsiveness pass and now has a stack of documents flagged "withhold — privileged." You need to turn…

Legal~3 hours per 100-doc batch
WorkflowTested

Bulk Contract Clause Review with OpenAI Decisions API: A Prompt-Only Playbook

Best for Legal

You're the associate or in-house counsel staring at a stack of vendor agreements before a renewal cycle, an M&A data room, or a policy change (new DPA, new…

Legal2-3 hours per 50-clause batch
WorkflowTested

Draft a Targeted AI Kill-Switch Policy Clause for Enterprise Contracts

Best for Legal

In-house counsel and outside redliners are getting asked — often mid-negotiation — to insert an "AI kill switch" obligation into MSAs, DPAs, and SaaS order…

Legal60-90 minutes per contract
WorkflowTested

Draft an AI Vendor Risk Brief from a CEO's Public Statements

Best for Legal

In-house counsel and outside legal reviewing an AI vendor need to translate what the vendor's executives say publicly — on podcasts, at keynotes, in…

Legal60-90 minutes per vendor review
WorkflowTested

Draft a Copyright Litigation Risk Memo for AI Training Data Exposure

Best for Legal

You're in-house or outside counsel and your GC just forwarded another headline: The Seattle Times and Newsday are seeking an order requiring the destruction…

Legal3-4 hours per memo
WorkflowTested

Draft a Client-Facing AI Use Policy for Your Firm in 30 Minutes

Best for Legal

When a client's GC sends the "tell us about your AI use" email — usually attached to an outside counsel guideline update — someone at the firm has to produce…

Legal3-4 hours per policy draft
WorkflowTested

Run a Legal AI Consistency Audit: Same Facts, Five Prompts, One Reliability Score

Best for Legal

Before you let an LLM anywhere near a live redline or indemnity memo, you want to know if it gives you the same answer twice. This audit runs the same fact…

Legal2 hours per matter
WorkflowTested

Turn a Harvey Memory Dump into a Client-Matter Privilege Log in One Prompt Session

Best for Legal

An associate or knowledge-management attorney exports their Harvey interaction history — now persistent across matters thanks to Harvey II's Memory…

Legal45-90 minutes per matter export
WorkflowTested

Audit Your Contract Redlines for Hidden AI-Generated Language Using a Prompt-Only Review Chain

Best for Legal

Transactional lawyers and litigators receive counterparty redlines that increasingly contain AI-drafted language — sometimes invented case cites, sometimes…

Legal35–50 min per counterparty redline
WorkflowTested

AI Vendor Lock-In Audit: Score Your Contracts for EU AI Act Portability Risk

Best for Legal

In-house counsel reviewing an AI vendor MSA or DPA needs to know, fast, whether the deal quietly traps the business — no exit ramp, no data export, no way to…

Legal2-3 hours per vendor contract
WorkflowTested

Audit an AI System's Transparency Disclosure Against the EU AI Act Guidelines

Best for Legal

In-house counsel and outside advisors need to gap-check an existing AI system disclosure — the chatbot notice, the deepfake watermark language, the "you are…

Legal90 minutes per disclosure reviewed
WorkflowTested

Draft a Class-Action Risk Memo for Your AI Hiring Tool Stack

Best for Legal

In-house counsel and outside employment lawyers are being asked — often on short notice — to assess class-action exposure from the AI screening, sourcing, and…

Legal3-4 hours per memo
WorkflowTested

Turn a Whistleblower Complaint Into a Privileged AI Risk Memo: A Prompt Workflow for Legal Teams

Best for Legal

You're in-house counsel or on a compliance team. A whistleblower complaint, news article, or hotline transcript lands on your desk alleging AI misuse — and…

Legal2-3 hours per incoming complaint
WorkflowTested

Spot-Check Every Citation in a Brief Before Filing

Best for Legal

You're a litigator or paralegal doing a last pass on a brief before it goes out the door. Every case cite, statute pin, and quoted passage needs to actually…

Legal45-90 min per brief
Workflow

Redline a contract against your playbook (Harvey in M365 / Word Copilot)

Best for Legal

If you're in-house counsel, in procurement, or a founder reviewing vendor agreements, AI can read a third-party contract, flag where it deviates from your…

Legalthe first pass of a vendor-contract review
WorkflowTested

Turn a Counterparty's Redlined MSA into a One-Page Risk Memo for the Business Owner

Best for Legal

You're in-house counsel. Sales forwards a vendor's redlined MSA at 4:47 p.m. and the business owner — a VP who doesn't read contracts — wants to know by…

Legal60-90 min per MSA
Workflow · VideoRecommended first

Claude Co-work for Lawyers: What Works — Beginner’s Guide

Best for Lawyers, legal operations teams, and contract reviewers

Explore legal workflow support for contract review, document analysis, compliance review, and drafting support.

LegalClaude Coworklegal workflowscontract reviewCurated
Workflow · Video

Claude for Lawyers: Every Feature You Should Know in 2026

Best for Legal teams evaluating AI tools

Review how Claude features can support legal research, document comparison, contract review, and structured legal workflows.

LegalClaudelegal AIlegal researchCurated
Workflow · Video

Harvey Agents: M&A Closing Checklist

Best for Corporate legal teams and M&A professionals

Use AI to review transaction documents and generate structured closing checklists or due-diligence outputs.

LegalHarveyM&Adue diligenceCurated
Workflow · AdvancedVideo

AI-Powered Due Diligence for M&A Transactions

Best for Legal teams

M&A due diligence requires reviewing hundreds or thousands of documents under tight deadlines. Harvey AI enables legal teams to conduct comprehensive due…

LegalHarvey AIDocument Review PlatformCurated
Workflow · IntermediateVideo

Automated Legal Research with CoCounsel

Best for Legal teams

Legal research traditionally requires hours of manual searching, reading, and synthesizing case law. CoCounsel, Thomson Reuters' AI assistant built into…

LegalWestlaw PrecisionCoCounselThomson ReutersCurated
Workflow · IntermediateVideo

AI Contract Review and Risk Extraction Pipeline

Best for Legal teams

Contract review is one of the highest-volume tasks in legal practice. This workflow uses Claude AI to accelerate first-pass review — identifying risk clauses,…

LegalClaude AIContract TemplatesCurated

Tool briefs

Sullivan & Cromwell Agreement Analyzer (built on ChatGPT Enterprise)

Sullivan & Cromwell's Agreement Analyzer: what a bespoke, in-house redline tool actually means for the rest of us

OpenAI Decisions API

OpenAI Decisions API for first-pass review: does it earn a seat in your doc workflow?

Harvey (GPT-6 Astra)

Harvey with GPT-6 Astra: does it actually change your next redline?

OpenAI Astra for Law

Astra for Law: Can OpenAI's Legal Platform Actually Handle Your Next Redline?

LexisNexis Legal Intelligence Engine (Lexis+ with Protégé)

LexisNexis's rebuilt Protégé: does 'agentic orchestration' actually change your redline day?

OpenAI Zero Data Retention for Frontier Models

OpenAI's Zero Data Retention for Frontier Models: what it actually changes for legal teams

OpenAI Zero Data Retention (ZDR)

OpenAI's Zero Data Retention for frontier models: does it actually change how Legal uses ChatGPT?

Claude Text Watermarking (SynthID-Text integration)

Claude's invisible watermarks meet the redline: what SynthID-Text means for legal drafting

Claude Cowork — Record a Skill

Claude's Record-a-Skill for legal research: useful for the boring half, dangerous for the rest

EU Commission Guidelines on AI Act Transparency Obligations (Article 50)

EU Commission's Article 50 Transparency Guidelines: What In-House and Outside Counsel Actually Need to Read Before August 2

Clifford Chance AI KM Platform (Knowledge Bank) — built with Microsoft + Epiq Advisory

Clifford Chance's 'Knowledge Bank': what a bespoke AI KM build actually means for the rest of us

From the daily brief

Every Legalstory we've covered and rated, newest first.