This week on The Geek in Review, we talk with Greg Mazares Sr., CEO of Purpose Legal, about what it takes to lead through one of the most important transition periods in legal services. Drawing on decades of experience across business, litigation support, and e-discovery, Mazares brings a steady, practical view to a market flooded with AI claims and rapid change. His message is clear from the start. The legal industry has faced major shifts before, from paper banker boxes to digital workflows, and this moment is another chapter in that longer story. Rather than treating AI as a threat, he sees it as a tool for adaptation, growth, and smarter client service.

A central theme in the conversation is Mazares’ belief that AI works best when paired with people and disciplined process. He argues that the future does not belong to technology alone, but to organizations that know how to combine tools, talent, and operational rigor. That philosophy sits behind Purpose Legal’s acquisition of Hire Counsel and its broader push to reunite technology and staffing under one roof. In Mazares’ view, clients do not simply want software. They want experienced professionals who know how to apply AI in defensible, repeatable ways that improve outcomes without sacrificing judgment.

The discussion also highlights Purpose Legal’s new offerings, including Purpose Xi and Case Optics, which aim to deliver early case insights in days rather than weeks. What makes Mazares’ framing stand out is his insistence that speed alone is not the point. Faster results matter only when paired with expert validation, tested workflows, and credible guardrails. He describes a legal market where clients once assumed AI would let them bring everything in-house, but now increasingly value outside experts who bring both technological fluency and hard-earned experience. That shift, he suggests, is raising the level of service providers from operational support teams to strategic partners embedded more deeply in legal work.

Greg and Marlene also press Mazares on data security, client trust, and the cultural pressures that come with rapid growth. Here again, his answers return to discipline and execution. He points to major investments in cloud security, around-the-clock protection teams, and tighter controls over on-site review environments. He also argues that many of the greatest risks still come from human behavior, which makes vetting, supervision, and protocol design as important as any technical control. On culture, Mazares emphasizes recognition, communication, and adaptability as the backbone of a company that wants to grow without losing its identity. For him, scaling a business is not only about revenue. It is about building a place where people feel seen, trusted, and prepared for change.

The episode closes on a thoughtful look at the next few years for litigation, junior associates, and the billable hour. Mazares predicts that junior lawyers will not disappear, but their role will shift toward becoming guides in the use of AI, both inside firms and in conversations with clients. As routine work becomes more compressed, he expects associates to provide higher-value service in fewer hours, with stronger technical fluency and a more consultative posture. It is a fitting end to an episode grounded in realism rather than hype. Mazares does not present AI as magic, and he does not dismiss its significance either. Instead, he offers a view of the future shaped by adaptability, experience, and the belief that in legal services, the winning formula still comes down to people, process, and sound judgment.

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[Special Thanks to Legal Technology Hub for their sponsoring this episode.]

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Music: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Jerry David DeCicca⁠⁠⁠⁠⁠⁠⁠⁠⁠

Transcript:

Continue Reading Greg Mazares Sr. on AI, E-Discovery, and the Future of Human-Led Legal Services

This week on The Geek in Review, hosts Greg Lambert and Marlene Gebauer spoke with Katie DeBord and Kristin Zmrhal, two vice presidents from legal tech company DISCO. Greg kicked off the episode by discussing his recent work with a Houston nonprofit called Project Remix Ventures that helps at-risk youth. He took their leader on a visit to innovation hub The Ion to showcase reinventing old spaces for new purposes, like DISCO has done with legal tech. The hosts then welcomed Katie DeBord, who moved from being Chief Innovation Officer at law firm Bryan Cave Leighton Paisner to DISCO. In her current role, Katie focuses on leveraging technology like AI to improve the litigation process for lawyers. She drew experience from her past analyst role at the CIA, where she honed her skills in synthesizing complex data sources.

The hosts also introduced Kristin Zmrhal, who has over 20 years of experience in the legal tech space. At DISCO, she helped build their eDiscovery products and services. Kristin explained that DISCO’s vision is to create great legal technology that helps lawyers find evidence faster. Their product suite now covers the entire litigation lifecycle, from intake to discovery to case management. DISCO uses AI tools like their new Celia application to automatically surface insights from case documents, allowing lawyers to review documents more efficiently. They are also careful to cite sources to ensure transparency.

In terms of company culture, Katie and Kristin discussed how DISCO values rapid experimentation, quick decision-making, and collaborating as a team. They also emphasize empathy in how they treat each other and design products for users. Being a public company also gives employees a sense of ownership. On the innovation side, Katie sees billable hours changing due to advancing legal technology, which will impact law firm profitability models. Kristin predicts AI adoption will reach a tipping point in legal tech within 2-5 years, drastically improving processes like eDiscovery. However, regulating AI poses challenges for the legal industry.

For giving back, DISCO has community service and pro bono programs. DISCO Cares allows employees to volunteer locally. Through DISCO Pro Bono, they donate their technology to support pro bono legal matters. This aligns with their mission of making legal services more accessible. When asked for parting thoughts, Katie emphasized lawyers needing to leverage professionals from adjacent disciplines as part of their teams. Kristin reiterated that this is the most exciting time in her 20 year legal tech career, with AI poised to transform legal workflows.

This engaging discussion provided insights into DISCO’s innovative products and empathetic culture. With seasoned experts like Katie and Kristin leading the way, DISCO seems well-positioned to help shape the future of legal technology. Listeners can connect with Katie and Kristin on LinkedIn and find out more about DISCO’s offerings at csdisco.com. Be sure to stay tuned to The Geek in Review for more insights from leaders in legal tech.

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Music: ⁠⁠⁠⁠⁠Jerry David DeCicca⁠⁠⁠⁠

⁠⁠TranscriptContinue Reading Fast, Smart, and Empathetic: How DISCO’s Culture Drives Legal Tech Innovation (TGIR Ep. 217)

Isha Marathe, a tech reporter for American Lawyer Media, joined the podcast to discuss her recent article on how deep fake technology is coming to litigation and whether the legal system is prepared. Deep fakes are hyper-realistic images, videos or audio created using artificial intelligence to manipulate or generate fake content. They are easy and inexpensive to create but difficult to detect. Marathe believes deep fakes have the potential to severely impact the integrity of evidence and the trial process if the legal system is unprepared.

E-discovery professionals are on the front lines of detecting deep fakes used as evidence, according to Marathe. However, they currently only have limited tools and methods to authenticate digital evidence and determine if it is real or AI-generated. Marathe argues judges and lawyers also need to be heavily educated on the latest developments in deep fake technology in order to counter their use in court. Regulations, laws and advanced detection technology are still lacking but urgently needed.

Marathe predicts that in the next two to five years, deep fakes will significantly start to affect litigation and pose risks to the judicial process if key players are unprepared. States will likely pass a patchwork of laws to regulate AI-generated images. Sophisticated detection software will emerge but will not be equally available in all courts, raising issues of equity and access to justice.

The two recent cases where parties claimed evidence as deep fakes highlight the issues at stake but did not dramatically alter the trial outcomes. However, as deep fake technology continues to rapidly advance, it may soon be weaponized to generate highly compelling and persuasive fake evidence that could dupe both legal professionals and jurors. Once seen, such imagery can be hard to ignore, even if proven to be false or AI-generated.

Marathe argues that addressing and adapting to the rise of deep fakes will require a multi-pronged solution: education, technology tools, regulations and policy changes. But progress on all fronts is slow while threats escalate quickly. Deep fakes pose an alarm for legal professionals and the public, dragging the legal system as a whole into an era of “post-truth.” Trust in the integrity of evidence and trial outcomes could be at stake. Overall, it was an informative if sobering discussion on the state of the legal system’s preparedness for inevitable collisions with deep fake technology.

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Contact Us:

Twitter: ⁠⁠⁠⁠@gebauerm⁠⁠⁠⁠, or ⁠⁠⁠⁠@glambert⁠⁠⁠⁠
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Music: ⁠⁠⁠⁠Jerry David DeCicca⁠⁠⁠

⁠⁠TranscriptContinue Reading The Rise of “Post-Truth” Litigation: ALM’s Isha Marathe on How Deep Fakes Threaten the Legal System (TGIR Ep. 209)

OK … so that’s not exactly what the DC Bar said, but take a moment and think about what two recent DC ethics opinions are suggesting. The Bar opinions note that many e-discovery vendors providing document review services are either a) practicing law without a license (opinion 21-12), or b) splitting fees improperly with non-lawyers (opinion 362

Yet another 2011 ILTA Conference chance meeting lead to an interesting Q&A with Jim McGann VP of Information Discovery at Index Engines. In my prior role at Fulbright, I worked with the e-discovery practice group on developing ideas for building client relationships. As part of this we offered a “Litigation Readiness Audit” to help

In the last post in this series on law firm profitability, we examined the implications of shifting from a cost-plus business model to a margin model for law firms. The bottom-line is that firms need to reduce the number of hours it takes to provide a service, and/or reduce the average cost per hour for

I’ve seen a couple of articles on VaporStream’s “Electronic Conversation Software”. The idea is that you can send communications that look a lot like e-mail, but the communication is temporary, exists in the cloud, and resides in your computers RAM (temporary memory). Once the communication is over, it disappears and cannot be recovered, even through