AI Habits for Legal Professionals: Hands-On Workshop
Atticus Project
Where AI becomes second nature
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AI is reshaping legal practice. Build the habits to lead it.
Most lawyers are aware of AI's potential to transform legal work, but few have developed the consistent practices needed to make it part of their daily routine.
It is as simple and as difficult as flossing your teeth to become AI enabled as a lawyer. The challenge is not a lack of information, it is the difficulty of building reliable habits around them, particularly under the time pressure and complexity of real legal matters.
The Atticus Project is a nonprofit advancing AI performance, education, and opportunity in the legal space. This workshop is the result of hands-on training developed alongside in-house legal teams and GCs who have made AI work in their day to day.
Each cohort is led by a practicing GC who shares their own AI journey and walks participants through real use cases from the field. Participants leave with concrete, repeatable habits they can apply immediately.
Instructors and start times rotate by cohort. Cohort 3 is led by Ji-Hyun Park and begins May 16th at 10:00 AM PDT. Cohort 3 is led by John Liu and begins May 30th at 10:00 AM PDT. Learn more about each presenter below.
What you’ll learn
Participants leave with sustainable AI habits they can carry into their practice and strengthen over time.
Work through guided exercises in contract review, research, email triage, and negotiation prep using general-purpose AI tools.
Leave having completed practical workflows you can replicate on your own matters.
Practice with ChatGPT, Claude, or Gemini in a structured, supported environment with live feedback.
Learn the Atticus framework for turning one-off AI experiments into consistent, repeatable daily practices.
Walk through the full day of an AI-enabled legal professional and identify where habits form naturally.
Access a 8-weeks habit-reinforcing email program designed to keep your practice growing after the workshop.
Develop a working collection of workflows and reference materials specific to the instructor's practice area.
Customize your playbook during the session with guidance from the presenter and the Atticus team.
Take home slide decks, glossary cards, and safety tips you can continue building on.
Work through scenarios involving confidentiality, accuracy, and bias using the AI Safety Reference Card.
Understand how evolving professional responsibility standards apply to your use of AI in legal work.
Each session is led by a GC who walks through their own AI adoption, including what works and what they learned.
Ask questions and compare approaches with the presenter and your peer cohort in real time.
Access the course community for ongoing discussion, shared resources, and follow-up from Atticus.
Workshop agenda
Welcome and Setup - START TIME DIFFERS BY COHORT
Introductions, workshop goals, and ensuring everyone has their AI tools ready.
A Day in the Life of an AI-First GC
Your instructor walks through real AI workflows: contract review with Deep Research, document drafting in Canvas, hands-free meeting prep with Voice Mode.
Hands-On Workshop
Pick 2 to 3 use cases from the menu (e.g., contract review, regulatory research, drafting, vendor due diligence, cross-functional communication) and build working prompts and processes with guidance.
Show and Tell
Cohort members share what they built. Compare approaches, trade prompts, and get feedback from the group and instructor. You'll leave with a set of tested workflows you can use Monday.
AI Habits Framework and Next Steps
Introduction to the 23 AI Habits across three phases (Foundation, Integration, Mastery). You'll get the habit tracker, glossary, and info on the 8-week reinforcement program.
Learn directly from Atticus
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Atticus Project
Nonprofit driving AI performance, education, and opportunity in the legal space.
Who this workshop is for
General Counsel and legal leaders responsible for guiding their team's approach to AI adoption and integration
In-house counsel looking to build structured AI practices into their daily legal workflows and matter management
Legal professionals at any stage of AI adoption who want hands-on experience with general-purpose AI tools
What's included
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Live sessions
Learn directly from Atticus Project in a real-time, interactive format.
2 hours CLE Credit
Continuing Legal Education (CLE) for practicing lawyers in California and states with reciprocity agreements. 2 hours of general and technology credit.
AI Habits Roadmap
Your personal plan for building 24 AI habits across three phases: Foundation, Integration, and Mastery. Track your progress over 8 weeks.
AI Habits Workshop Slides
Yours to keep: the full workshop slide deck with frameworks and use cases you can reference anytime.
AI Safety Tips Reference Card
A quick-reference card on AI safety guardrails, confidentiality, accuracy, and ethics, built specifically for legal professionals.
Say it Simply Terminology Card
Plain-language glossary of AI terms every lawyer should know so you can talk confidently about AI without the jargon.
8-Weeks AI Habit-Building Email Program
Weekly emails over 8 weeks with one focused habit to practice, integration tips, and progress check-ins.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
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Our Guest Presenters
Each cohort is a live 2 hour workshop led by a practicing GC or head of legal who brings their own AI journey to the session. The Atticus Project team facilitates every cohort.
Ji-Hyun Park
Former Global Head of Legal, Intercom. Leading Cohort 3, May 16th.
John Liu
Privaini Founder and CCO, Recarbon Strategic Advisor. Leading Cohort 4, May 30th.
Wei Chen
CLO at Infoblox. Atticus founder. Legal AI courses at Stanford Law Exec Ed and Berkeley Law Exec Ed.
Frequently asked questions
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