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ARTICLES
Whether you're a longtime reader or discovering
Colin's work for the first time, he’s thrilled to have you here.
On this page, you'll find various articles and longer writing pieces that showcase Colin's expertise in the legal tech industry. From insightful commentary on emerging trends to thought-provoking analysis of the latest developments, Colin's writing offers a unique perspective on this rapidly evolving field.


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
3 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
1 day 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
2 days ago3 min read


Why Human Connection Beats Conference Badges in Legal Tech
12:08 PMTired of leaving legal tech conferences with business cards but no real connections? Discover why meaningful relationships matter more than constant travel in the legal technology ecosystem, and learn practical strategies for building genuine connections that drive innovation. From choosing quality events to creating intimate networking moments, explore a human-first approach to legal tech that puts people before platforms and empathy before efficiency.
Colin Levy
Jul 29, 20253 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


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


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
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