In this episode, Esther discusses how the conversation around GenAI has shifted from whether it works for document review to where it fits within legal work and how to use it responsibly at scale. She describes how the next generation of CaseBot uses agentic retrieval and Specialized Skill Agents to iteratively investigate the case record, follow evidentiary threads, and complete tasks such as building chronologies, developing fact narratives, and checking witness accounts against the record. The conversation also explores how Case Insight provides an early, contextual understanding of a dataset and how CaseBot can help teams investigate specific issues in greater depth. Esther addresses defensibility and source traceability, explains the importance of purpose-built tools, and emphasizes that legal professionals must understand a tool’s limitations before relying on its output. Looking ahead, she discusses persistent saved sessions, client-specific custom agents, and the movement toward AI that supports legal teams throughout the life of a matter.

Gabe first appeared on the podcast in Episode 169 in 2024. In this episode, he discusses what customer experience really means in eDiscovery and incident response as a finalist for Relativity’s Customer Experience Innovation Award. He draws on his 15 years as an Emmy-winning television producer on shows like The Amazing Race and America’s Next Top Model to explain how managing high-pressure productions translates to leading clients through litigation and cyber incidents. The conversation turns to where GenAI is genuinely changing client engagements today versus where it remains more promise than practice, how HaystackID approaches defensibility and risk management, and why human oversight and QC stay essential even as the industry moves toward broader enterprise data intelligence. We ended with a fun fact from Gabe and how best to reach him.

Harsh provides an overview of FTK 8.3 and explains how Exterro combines 30 years of trusted forensic code with AI to help investigators move faster without sacrificing defensibility. He discusses why data diversity and complexity remain significant challenges, how Exterro uses curated, forensics-specific AI models with end-to-end provenance, and why examiners must be able to verify every result. The conversation also covers FTK 8.3’s AI-enabled remote endpoint collection, which allows investigators to triage and collect targeted data from internet-connected endpoints around the world. Looking ahead, Harsh discusses where digital forensics is headed as AI usage grows and how Exterro is preparing investigators for that shift. We ended with fun facts from Harsh and how best to reach him.

Attorney, award-winning blogger, and AI expert Ralph Losey’s curated and vetted podcast features his Anonymous Podcasters as they do a deep dive on Ralph’s EDRM blog post titled “Lessons for Legal Profession from the Latest Viral Meme: ‘Ask an AI What It Would Do If It Became Human For a Day?'”

Attorney, award-winning blogger, and AI expert Ralph Losey’s curated and vetted podcast features his Anonymous Podcasters as they do a deep dive on Ralph’s EDRM blog post titled “Cross-Examine Your AI: The Lawyer’s Cure for Hallucinations.” This episode is an example of a debate format contrasted to the discussion format in Episode 42.

Attorney, award-winning blogger, and AI expert Ralph Losey’s curated and vetted podcast features his Anonymous Podcasters as they do a deep dive on Ralph’s EDRM blog post titled “Cross-Examine Your AI: The Lawyer’s Cure for Hallucinations.” This episode is an example of a discussion format contrasted to the debate format in Episode 43.

David Meadows is a Senior Managing Director at FTI. In the episode, we talked about how he went from growing up in small town Iowa to splitting time between Chicago and Toronto for the past 15 years, how he picked up cycling during COVID and his 100-mile bike rides, and some of the technology that differentiates FTIs discovery practice. Mix up an Old Fashioned and listen in!

Andreas Mueller is the founder and CEO of Downstreem. In this episode, we discuss the multiple degrees he earned by age 20 – including one in the culinary arts – moving from Germany to the United States, fatherhood, and why Downstreem chose to stay narrowly focused on mobile device forensics in a “one-stop-shop” world. Pour a glass of sauvignon blanc and listen in!

Joey Seeber is the Co-Founder and CEO of Level Legal. In this episode, we discuss his journey from practicing law to purchasing a business he knew nothing about to public service as the Mayor of Tyler, TX to entrepreneurship, and how he thinks about differentiation in a crowded market. Pour a glass of Basil Hayden and listen in!

Episode 23: John Tredennick, Tom Gricks and Dr. Jeremy Pickens talk with University of Florida’s Bill Hamilton about TAR. Barriers to adoption, opportunitites and challenges for teaching TAR to law students and practicing attorneys are explored by the panel.

John, Tom and Dr. J explore the Hon. Jay Francis’ order regarding TAR validation, including richness and recall as applied to TAR and keywords, parsing Sedona Principle 6 (responding party best suited to evaluate methods.)

John, Tom and Dr. J explore elusion or null set thresholds, alone and in relation to other benchmarks, such as recall and richness with information retrieval and new Merlin Search Technologies data scientist, William Webber.