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Responsible AI in Legal Practice: Managing Accuracy, Confidentiality, and Ethical Risk
Legal teams already use AI across contracts, research, and workflows, but adoption has outpaced understanding. This article explains how generative AI works, why risks like hallucinations, data exposure, bias, and accountability are unavoidable, and what responsible use looks like in practice. It translates bar guidance and real-world experience into concrete steps legal teams can take to adopt AI deliberately while keeping judgment, confidentiality, and professional responsi
Colin Levy
Feb 138 min read
When Everyone Has Information, Judgment Becomes Everything
When AI handles routine legal work, judgment becomes the scarcest resource. It's not abstract wisdom. It's filtering signal from noise, asking right questions, and knowing when to override algorithms. Lawyers must develop judgment systematically to deliver value clients will pay for.
Colin Levy
Feb 1210 min read
The Al Didn't Replace Us - It Revealed Us
AI reveals what lawyering actually is: not document review and contract drafting, but human judgment, empathy, and creative problem-solving that no algorithm can replicate.
Colin Levy
Feb 117 min read
On Agentic AI for Legal Teams
Introduction AI agents represent a meaningful shift in how legal teams use technology. Traditional generative AI responds to prompts by producing content. Agents go further. They act. By combining language models with goals, tools, and memory, agents execute multi-step workflows across connected systems. For legal teams, this expands automation beyond isolated tasks into coordinated processes. Agents can review intake requests, extract key facts, validate deadlines against ma
Colin Levy
Feb 106 min read
Generative AI for Legal Teams
Generative AI is already embedded in legal workflows, from contract review to intake and research. This article explains how generative models, AI agents, and multimodal systems actually work, where they add real leverage for legal teams, and why human judgment, review, and accountability must remain firmly in control.
Colin Levy
Feb 95 min read
Three Questions Every Legal Team Should Ask Their AI Vendor
Legal teams evaluating AI vendors typically focus on features and pricing, but three fundamental questions often get overlooked: Where is client data stored? Is that data used to train AI models? What happens when the relationship ends?
Colin Levy
Feb 83 min read
How AI Is Changing Contract Management for In-House Legal Teams in APAC
Artificial intelligence is reshaping how businesses handle contracts. While most people think of AI as a tool for drafting documents, the real shift comes after contracts are signed. For in-house legal teams across the Asia-Pacific (APAC) region, the focus is now on governance.
Colin Levy
Oct 7, 20257 min read
How AI Is Reshaping Legal Knowledge Structures and Market Dynamics
As I re-examine the legal technology ecosystem, I'm struck not as a mere collection of digital tools, but as a complex adaptive system reshaping the practice of law. Integrating AI technologies across previously disconnected domains is creating something I call the "integrated intelligence economy" – a new paradigm where data and insights flow across formerly isolated systems, changing the economics of legal knowledge and the organizational structure of legal service delivery
Colin Levy
Apr 29, 20258 min read
Meet Your New (Legal) Associate: Tireless, Proactive, and Terrible at Office Politics
Part 1: Understanding the Basics Imagine walking into your office on a Monday morning, coffee in hand, to find that while you were away,...
Colin Levy
Feb 11, 20259 min read
How to Solve Unmet Legal Needs and Restore Public Trust – A Justice Blueprint
How to Solve Unmet Legal Needs and Restore Public Trust
Colin Levy
Jan 28, 20254 min read
Legal AI Assistants vs. Human Assistants: Best Uses for AI Assistants
Historically, assistants were flesh and blood humans. As such, they did flesh and blood things. Classically, low-level intern assistants...
Colin Levy
Dec 10, 20245 min read
Against (legal tech) Customization
Purchasers of legal tech, don’t get too creative: Buy “configurable” tech, not “customizable” “My cousin Cleatus says he’ll get it...
Colin Levy
Dec 3, 20245 min read
The Legal Profession's Awkward Tango with AI
The legal profession, renowned for its adherence to tradition, is undergoing a period of transformation.
Colin Levy
Nov 19, 20246 min read
Data Literacy: A Critical Skill for Legal Professionals
The legal profession is undergoing a seismic shift, driven by the explosion of data and the adoption of sophisticated Generative AI...
Colin Levy
Nov 5, 20246 min read
Transforming Client Engagement: How AI is Revolutionizing Your Law Firm’s Efficiency
Leverage AI agents to automate client intake, document management, and communication, allowing legal teams to focus on what matters most....
Colin Levy
Oct 29, 20245 min read
Embracing the Future of Legal Tech: Insights from Clio, AI, and the Power of Legal Transformation
The legal profession is at a critical inflection point. Technology and other forces are reshaping how law is practiced.
Colin Levy
Oct 15, 20245 min read
Quality, accessible legal care is a fundamental right.
Quality, accessible legal care is a fundamental right. Reliable access to quality legal services should be as fundamental a right as...
Colin Levy
Aug 6, 20244 min read
Daniel Rodriguez
Daniel B. Rodriguez is the Harold Washington Professor at Northwestern University Pritzker School of Law and served as dean of the Law...
Colin Levy
Jul 23, 20248 min read
Building Legal Leaders
As Generative AI has marched through law practice since late 2022, law schools and legal educators around the world have scrambled to...
Colin Levy
Jul 16, 20246 min read
The Global State of Legal Tech
The state of legal tech and its adoption across the globe reflects a profound shift in the legal industry, driven by the intersection of...
Colin Levy
May 21, 20244 min read
The Law Library of Babel: Exploring the Infinite Dimensions of Law and Technology
On a Saturday morning in 2016, I found myself sitting in a brightly lit auditorium in my role as an advisor for the Campbell Law School...
Colin Levy
Apr 30, 202417 min read
Catching Up with Jack Newton
How have you and how has Clio adapted to accommodate the dynamics of the legal world? Frankly, Clio is driving a lot of that change, not...
Colin Levy
Mar 5, 20246 min read
Anna Posthumus Meyjes
Anna Posthumus Meyjes is a legal designer and founder of Aclara Legal Design. She brings creativity, design and a user-centered approach...
Colin Levy
Jan 29, 20247 min read
Olof Haggermann
Olof Heggermann is a seasoned professional with a rich background in the Swedish court system, complemented by experiences in banking and...
Colin Levy
Dec 14, 20235 min read
Colin's journey into the legal tech space began with this blog. He has a longstanding tradition of highlighting the voices of leaders in the legal industry.
From startup founders to industry veterans, the interviews featured on this blog offer a wealth of knowledge and perspective for anyone interested in the legal tech space. Find inspiration as you to begin - or continue your own journey in legal tech.
Stay on top of the latest interviews as they are published by subscribing to Colin's website and get notified when new posts are uploaded. Subscribing is easy and free to all.
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