top of page
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
17 hours ago6 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
2 days ago5 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
3 days ago3 min read
AI in Legal Tech: A Conversation with NetDocuments' Dan Hauck
People now expect AI to be in all the applications they're using. They know how to go to generic places like ChatGPT to use it in their personal life or for work. Where we're excited is how we can make it easy for them to find AI opportunities when they're doing legal work in their documents.
Colin Levy
Oct 21, 20256 min read
Looking Ahead wirth Clio + VLex
1. With the addition of vLex, how do you see this expanding Clio’s role in supporting legal professionals? With the addition of vLex ,...
Colin Levy
Aug 6, 20253 min read
Intelligence Is All You Need
By Chad Atlas The pace of progress in foundational AI is nothing short of explosive, and legal technology is feeling the impact in real...
Colin Levy
Jul 15, 20257 min read
Adoptar la Inteligencia Artificial (IA) es un Deporte en Equipo: ¡Ponte la Camiseta, y Sal a Jugar!
La IA ya no es una promesa del futuro. Está aquí, presente en nuestras plataformas favoritas, transformando cómo trabajamos, creamos y colaboramos.
Colin Levy
Jun 17, 20257 min read
How AI is Transforming Knowledge Creation and Access in the Legal Profession
AI is fundamentally reshaping how the legal profession creates, organizes, and accesses knowledge. Historically, legal knowledge has been...
Colin Levy
Jun 4, 20255 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
Building Legal AI Benchmarks That Matter: From Theory to Implementation
AI tools in legal tech continue to advance, yet a gap between controlled demonstrations and real-world performance remains significant.
Colin Levy
Apr 8, 20257 min read
Evaluating GenAI Solutions: What You Need to Know
This article offers key insights and questions to consider when assessing GenAI solutions.
Colin Levy
Mar 25, 20257 min read
Overruled by Algorithms: Embracing AI in Legal Practice
We are now at the stage of the AI revolution where even those of us living under a proverbial rock have heard of generative AI. The idea...
Colin Levy
Mar 18, 202513 min read
Why Subject Matter Expertise Is the Missing Link in AI Development
To develop truly useful AI software, you must involve a subject matter expert (SME) in its development.
Colin Levy
Mar 11, 20257 min read
The Shape of Things to Come (Our Fearless Prediction)
If technology can handle adeptly the more mundane tasks in a lawyer’s day, why will clients be inclined to pay humans to take more time to
Colin Levy
Feb 25, 20256 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
Recharge, Reboot, and Re-energize: A Digital Detox for Business Owners
Technology is a double-edged sword. It has unquestionably revolutionized the way we do business, but it can also be a drain on our energy...
Colin Levy
Jan 7, 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
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
The Strategic Evolution of Corporate Legal Operations
Corporate legal operations is no longer just about keeping the legal lights on. It's about driving the department like a well-oiled machine.
Colin Levy
Oct 1, 20244 min read
ChatGPT-4o Is My Super-Thesaurus
I love to write. I identify as a writer over my “fancier” titles of law professor or lawyer. I journal every morning, engage in legal or...
Colin Levy
Sep 24, 20246 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.
bottom of page