AI in Legal Practice: The Comprehensive AI Strategy Guide
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Law firms have, historically, struggled with change. In this episode of Between the Briefs, hosts Adrian Cea and Joe Stephens welcome Umair Muhajir, Vice President and Global Head of Managed Review at DISCO, for a sharp, honest conversation about what GenAI is really doing to litigation workflows.
His view is clear: GenAI is not simply making old workflows faster. At its best, it is forcing the industry to ask whether those workflows still make any sense.
What You’ll Learn:
Why GenAI replaces first-level document review work, not lawyers themselves
How AI-powered review can deliver high precision and recall while creating stronger audit trails
How legal teams can separate case learning from document review using AI-powered Q&A tools
Why law firms struggle to adopt AI when their billing systems are still built for hourly work
Why many “AI ethics” horror stories are actually old-fashioned lawyering failures in a shinier outfit
Why legal education may need more statistics, validation and practical technology literacy
Tune in to hear why the future of legal work will only be won by lawyers who know how to use AI without lowering their standards.
00:00
Introduction & Meeting Umair Muhajir
01:07
From Paul Weiss to the Early Days of eDiscovery
04:48
What DISCO Does and Umair’s Role in Managed Review
06:45
Is AI Replacing Associates or Replacing Document Review?
08:52
How DISCO Builds Client Confidence Around GenAI Review
09:32
Why Precision and Recall Matter in AI-Powered Discovery
13:18
The Biggest Barriers to Law Firm AI Adoption
15:48
How Junior Associates Learn Cases When AI Handles Review
20:00
Why AI Should Reimagine Workflows, Not Just Speed Them Up
21:17
What Comes Next for AI in Discovery and Legal Data
24:21
What Big Law Actually Wants From Legal Tech Vendors
27:10
Why Legal Has Multiple Historical Periods Inside One Firm
29:03
How GenAI Challenges Hourly Billing and Pricing Models
32:56
What Law Schools Need to Teach in an AI-Native Legal World
38:02
How Global Review Strategy Works Across Jurisdictions
40:44
Why Many AI Ethics Failures Are Really Lawyering Failures
45:05
Umair’s Hot Take: Legal’s Overinvestment Problem
46:47
Closing Thoughts
Joe Stephens
Joe Stephens, J.D., is Steno's Director of Legal Solutions as well as a Clinical Lecturer at Texas Tech University School of Law. With over 15 years of experience in criminal defense and public service, he founded and led Texas' largest rural public defender office, which serves a 12-county area. A graduate of The University of Texas School of Law (cum laude) and Vanderbilt University (B.A.), Stephens currently serves as a Board Member of the Texas Criminal Defense Lawyer's Association (TCDLA) and sits on multiple State Bar of Texas committees. His expertise spans the intersection of legal practice and technological innovation in the justice system.
Adrian Cea
Adrian Cea is Steno's Social Media Manager, leading content strategy, audience engagement, and digital brand-building across platforms. He also produces and co-hosts Between the Briefs, Steno's podcast covering the intersection of legal technology, court reporting, and the future of litigation. With a background spanning content creation, field marketing, and sales at companies like Sell Better and Chili Piper, Adrian brings a multi-disciplined lens to making complex legal tech topics accessible and engaging.
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