Further Comments

Send us Fan MailDamien Riehl and Horace Wu record a market catch-up episode covering AI hype and positioning in legal tech. They discuss in-house self-serve AI tools for business users and whether they implicate unauthorized practice of law. They examine what remains uniquely human for lawyers — trust, intuition, integrity — arguing each may erode as AI improves, while also giving examples of human lawyers’ counseling value in Damien’s real boundary dispute. They address AI adoption barriers in firms, billable-hour incentives, shifting apprenticeship models, productizing scarce legal expertise via license fees, and end with guarded optimism and a plan to discuss guardrails for “vibe coding” next.00:00 Agentic Legal Hype02:04 Harvey Legora Market Map03:22 Self Serve UPL Risks05:57 Claude Code Copyright10:21 Prompts vs Outputs12:18 Lawyers Role in AI Era13:35 Trust Intuition Integrity15:22 Vibe Coding Trust Shift21:02 Optimism and Policy Paths23:06 Radiology and Automation24:11 Chess ATMs Lessons25:08 Jobs Disrupted Then Rebound25:35 Will Lawyers Become Luxury26:31 Antique Cars And Old Law27:27 Fence Dispute Real Test28:11 Counseling Beats Drafting29:08 Specialists Add Hidden Value30:19 Centaur Skills Still Matter31:12 Training Without Apprentices34:33 Dragon Riding New Work37:20 AI Adoption Incentives Clash39:56 Picking The Right Use Cases41:51 Vibe Coding Versus SaaS45:14 Invisible AI Wins Adoption46:53 Productizing Legal Expertise

Send us Fan MailDamien and Horace open season three of “Further Comments” with Lumio co-founders Ed Sohn (Chief Product Officer and general counsel) and Jae Um (Chief Growth Officer and head of knowledge). They discuss why legal AI sits on multiple, overlapping hype cycles and why market views diverge by buyer segment, work type, incentives, and user experience, creating fatigue and people “talking past each other.” Ed and Jae describe Lumio’s focus on using AI to scale scarce expertise in partners’ commercial acumen — helping them decide where to hunt and how to close revenue — by structuring systems of expertise, archetypes, and context so AI can apply judgment in real partner situations. Jae argues firms shouldn’t wait on master data strategies to change behavior and emphasizes near-term competition on wallet share, rates, and realization, while remaining optimistic that lawyers’ value and agency will endure through change.00:00 Meet Ed and Jae03:09 Legal AI Hype Cycle06:37 Multiple Hype Cycles11:19 AI As Personal Tech16:11 Mapping The Confusion18:10 Tools Builders And Claude22:45 Lumio Commercial AI Teammate25:03 Building The Expertise Moat27:37 Jae's Career Backstory28:06 Global Pricing Leadership29:26 Human Centered Value30:35 AI Beyond Master Data32:49 Training Trusted Advisors34:43 Compression With AI35:18 Buyer Partner Archetypes38:55 Rainmaker Teammate Stress40:48 Next Two Years Battle44:07 Counting It Depends47:25 Lumio Expertise Systems50:06 Headless Workflow Design52:12 Optimism And Agency

Send us Fan MailLegalWeek Wrap: GenAI Valuations, Agentic Workflows, Build vs Buy, and the Future of Legal WorkDamien and Horace record an end-of-season-two LegalWeek conversation about how AI has shifted from flashy banners to an integrated reality, alongside soaring valuations for legal GenAI platforms Harvey ($11B) and Legora ($5.5B), which they contrast with the legal-content arms of Thomson Reuters, LexisNexis, and Wolters Kluwer. They discuss agentic workflows (including runaway agent costs), a Fortune company’s in-house buildout of over 160 agents, and the ongoing build-versus-buy dilemma. They map the legal AI stack (data, foundation models, UI/UX), note transactional data’s immaturity versus litigation, and anticipate consolidation among 1,000–4,000 legal tech companies. They explore adoption patterns at top firms, portability and lock-in, workflow/IP questions, niche tools displacing broad platforms, and concerns about a reported 90% drop in graduate offers in Australia.00:00 LegalWeek Reunion00:37 AI Everywhere Now01:22 Unicorn Valuations02:41 Agents Run Wild04:05 Build Versus Buy05:07 Legal Tech Stack06:32 Too Many Startups08:10 Workflow Patents10:26 Valuation Math12:15 Chasing Services TAM14:08 Law Firm Hedging16:23 Data Portability17:25 Graduate Apocalypse19:46 Model Ceiling Debate22:51 People Process Gap24:21 Free Versus Services26:32 Open Source Over Vendors27:22 Time Value Versus Laziness28:42 Utopian Deflation Future30:48 Legal AI Products Maturing32:35 Jevons Paradox Legal Market33:19 Consolidation And Moats36:32 Paying For Consulting38:40 Marketing Stunts At Legalweek40:29 Copyright And Workflow Theft45:02 No Moats In UI Cloning47:41 Build Fast Get Noticed49:27 Niche Tools Displace Platforms51:10 Infinite Forks Open Source52:59 Season Wrap And Cheers

Send us Fan MailIn this episode of Further Comments, we discuss the latest developments in legal tech, AI, and the challenges and opportunities they present. From the impact of Claude's new legal plugin and the concept of vibe coding, to the evolving roles of lawyers and coders. We also explore the implications for access to justice and the need for reliable and useful AI tools in legal practice. We also promised the listeners the link to Anna Guo's studies. Here it is!https://www.legalbenchmarks.ai/home00:00 Current Events01:06 Rule of Law02:43 Claude04:16 Moat and Competitive Edge06:33 Workflows14:02 Accuracy22:16 Market Impact and Future of Legal Tech24:52 Customer Needs vs. Wants25:54 Innovative Legal Tools: From Queries to AI Agents27:47 The Innovator's Dilemma in Legal Tech30:42 Vibe Coding: Revolutionizing Legal Tech35:27 The Future of Coding and Legal Practice42:09 The Role of Managers in the Age of AI

Send us Fan MailAfter a two month unplanned hiatus, in this episode, Damien and Horace wrap up 2025 discussing the latest trends in legal tech and AI. From encoding morality to vibe coding by legal professionals, we cover recent developments that we should be watching. Along the way, we tackle the transformation in law firms towards AI adoption and debate the future of legal services in the context of accessible and open data. 00:00 AI and Human Values at the Vatican01:32 Building a Moral Knowledge Graph03:02 Recent Developments in Legal Tech05:22 Joining Clio and Industry Insights06:51 AI Strategy and Law Firm Transformation20:42 Trust, Intuition, and Integrity in Legal Practice27:41 The Ethical Dilemma of Paywalls34:08 The Future of Open Source and Open Access41:29 The Philosophical Debate on Open Source and AI

Send us Fan MailIn this episode of 'Further Comments', hosts Damien Riehl and Horace Wu chat with legal tech industry veteran Ken Crutchfield about navigating the future. The discussion revolves around the potential 'bubble' in legal technology and the impact of generative AI on the legal industry. The trio explores whether current trends mirror previous economic bubbles, the nuances of legal tech adoption amidst such uncertainties, and the future of AI in reshaping legal services. They delve into topics ranging from the trust factor in legal services to the implications of AI on legal practices, providing insights for both tech enthusiasts and legal professionals. Tune in for a thought-provoking conversation on navigating the evolving landscape of legal tech.00:00 Introducing Ken Crutchfield00:51 Discussion on Market Bubble01:27 Historical Parallels and AI Growth03:18 Legal Tech and AI Integration05:20 Economic Bubbles and Legal Tech Market08:12 Big Tech's Role in Legal Tech15:16 Geopolitical and the Macro Backdrop24:29 The Importance of Data and Relationships in AI27:31 Trust, Integrity, and Intuition31:16 Economic Indicators and Legal Tech Adaptation34:57 Productization and Incentive-Aligned Fees in Law Firms40:48 Adoption and Transformation Tips

Send us Fan MailJoin hosts Damien Riehl and Horace Wu on this episode of Further Comments as they welcome special guest Ted Theodoropoulos to discuss the recently concluded ILTACON 2025. The trio delve into a variety of thought-provoking topics including the growing influence of large language models and AI on the legal industry, the prospect of non-lawyer ownership in law firms through alternative business structures (ABS), and the importance of interoperability in legal tech solutions. They also explore the potential future scenarios for law firms, including challenges and opportunities presented by technological advancements. Whether you're a skeptic or an enthusiast about the AI hype, this is an episode filled with insights and reflections you won't want to miss.00:00 ILTACON Reflections and AI Hype03:39 Venture Capital and AI in Law07:25 Interoperability and Legal Standards10:48 Data Management in Law Firms14:06 Innovation and the Role of Lawyers22:41 Empathy and User Experience24:12 Challenges in AI Adoption27:57 The Importance of Problem-Solving in Solutions28:54 The Flawed Partnership Model in Law Firms30:39 The Rise of Alternative Business Structures (ABS)35:01 The Role of AI in Modern Law Firms36:22 Challenges in Adopting New Technologies39:50 The Future of Law Firms and AI Integration49:30 Optimism for the Future of Legal Services

Send us Fan MailIn this episode of Further Comments, Damien and Horace are joined by Joe Green and Stephanie Goutos from Gunderson to discuss the integration of AI and technology in legal practice. The conversation covers Gunderson's innovative approaches, the adoption of tools like ChatGPT and Perplexity, and the challenges and opportunities in modernizing legal workflows. From humorous anecdotes to insights on future tech, this episode provides a comprehensive look into how AI is transforming the legal industry.00:00 Introduction and Guest Introduction02:28 AI and Technology in Law Firms04:49 The Impact of ChatGPT08:52 Developing Internal AI Tools15:46 Client Inspiration and Innovative Tools19:43 First Impressions of the Agentic Browser20:22 Legal Applications of Agentic Tools21:19 Evolution of Legal Tech and Tool Building22:27 Introducing ChatGD Plus23:41 Challenges and Integration in Legal Tech25:06 The Role of AI in Legal Practice26:39 Future of Agentic Tools and Legal Tech31:50 Balancing Risks and Embracing AI32:22 Advice for Law Firms on AI Adoption41:28 Optimism for the Future of Legal Tech

Send us Fan MailTake a deep dive into the evolution of document management systems in law firms with hosts Damien Riehl and Horace Wu. Featuring expert insights from Mark Denner of Fireman & Co., this episode explores the history, current landscape, and future of DMS. Learn why systems like iManage and NetDocuments dominate the market, how AI could be poised to revolutionize DMS, and the unique challenges and innovations in the legal industry. Don't miss this comprehensive look into the essential tools that law firms use to manage their vast data securely and efficiently.00:00 Recent Travels01:08 The Gen AI Landscape in Law Firms01:42 Introducing Mark Denner: Document Management Systems Expert02:32 The Evolution of Document Management Systems05:43 Challenges and Solutions in DMS Adoption13:06 The Rise of Cloud-Based DMS21:07 The Future of DMS and AI Integration36:55 Closing Thoughts

Send us Fan MailIn this riveting episode of 'Further Comments', hosts Damien Riehl and Horace Wu welcome Dr. Megan Ma from Stanford to delve into the intersection of AI and legal practice. They discuss Megan's work on multi-agent simulations for training young attorneys, the significance of personas in AI models, and the future of AI in legal professions. This episode offers a wealth of knowledge on how cutting-edge AI research is reshaping the legal field. 00:00 Introduction and Welcome00:41 Guest Introduction: Dr. Megan Ma01:31 Personal News and AI Analogies05:09 Research on Multi-Agent Simulations09:02 Training and Customization of AI Agents16:34 Risk Mitigation and Future Directions22:55 Challenges and Collaborations in AI Research25:52 Introduction to Generative Agents26:15 Simulating Human Behavior in AI27:18 Applying AI in Legal Domain29:10 Innovative Legal Tools31:53 Personality and Subjectivity in Law34:15 Evaluating AI and Human Collaboration37:03 Future of AI in Legal Practice43:33 Challenges and Opportunities in AI Training44:27 AI as Companions and Counselors49:34 Conclusion and Final Thoughts

Send us Fan MailIn this episode of Further Comments, hosts Damien and Horace dive into the state of knowledge management (KM) in the legal industry, discussing why traditional KM practices fall short and how artificial intelligence (AI) can revolutionize the field. Horace shares insights from interviews with KM leaders and discusses the implications of AI innovations like large language models on the future of legal practice. The episode covers the challenges of data organization, the role of AI in legal support, and the importance of capturing data exhaust. They also explore the concept of 'good enough' AI tools and the potential for open-source solutions to democratize access to sophisticated legal technologies. Tune in for a deep exploration of KM and AI's transformative potential, set against the backdrop of an industry ripe for innovation.00:00 Introduction and Greetings00:32 Upcoming Seminar Announcement01:25 Why Your KM Sucks01:45 Interviews with KM Leaders02:07 AI and Knowledge Management02:37 Misconceptions About AI in Legal Tech03:49 The Role of AI in Legal Work05:38 The Future of Legal Contracts and AI13:53 Binding Bot Arbitration and Access to Justice15:39 AI's Impact on Legal Support Staff19:19 KM Teams and AI Integration21:24 The Goal of Knowledge Management21:55 Taxonomically Tagging 'It Depends'22:10 SALI and FOLIO's Collection Efforts22:55 Top-Down and Bottom-Up Ontologies24:03 Creating an Expert System24:47 Challenges in Knowledge Management25:36 The Role of Large Language Models28:46 Data Exhaust and Its Value33:38 The Future of Context Windows34:55 The Importance of Tagging and Quality Control40:06 Optimism in Open Source42:16 Upcoming Guests and Closing Remarks

Send us Fan MailJoin hosts Damien and Horace in their deep dive into the current state and future of AI in the legal sector. They tackle three major topics: (1) the hype cycle of AI in tech, (2) the using autonomous agentsin legal practices, and (3) the feasibility of achieving Artificial General Intelligence (AGI). Whether you're a legal professional, tech enthusiast, or just curious about the intersection of AI and law, this episode is a good pulse check on the zeitgeist. 00:00 The Elephants in the Room01:34 Understanding the Gartner Hype Cycle01:46 Debating the Hype: Individual vs Organizational Perspectives04:23 Visualizing the Hype Cycle05:11 Legal Tech and the Hype Cycle13:01 Transition to AI Agents21:45 Legal Research Tasks and AI Workflows22:13 Human Involvement in AI Legal Workflows23:14 Trusting AI in Legal Contexts23:35 AI Verification and Confidence Scores24:42 Challenges in AI Verification29:33 Ethical Considerations in AI Usage33:56 Defining Artificial General Intelligence (AGI)36:18 AI's Current Capabilities and Future Potential41:50 Practical Applications and Limitations of AI43:48 Encouragement to Experiment with AI

Send us Fan MailIn this episode of Further Comments, Horace and Damien is joined by Nick Abrahams from Norton Rose Fulbright. Nick shares his unconventional career journey, from working in a big law firm in Sydney, studying at USC Film School, to becoming a Hollywood studio executive and then a technology lawyer in Australia. The discussion explores what it takes to be a successful lawyer, the unique perspective gained from varied career paths, and the significance of purpose. They also delve into the evolving role of lawyers in the age of AI, the importance of human expertise, and the future of legal tech. Don't miss Nick's insights on navigating the intersection of law and technology and the optimistic future for the legal profession.00:00 Introduction and Guest Welcome00:30 Nick Abrahams' Career Journey00:57 The Hollywood Experience02:36 Return to Law and Teaching04:52 The Two Speeds of the Legal Profession08:03 Purpose and Passion in Careers12:22 AI and the Future of Law16:56 The Role of Lawyers in the Age of AI20:19 The Role of Risk in Business21:06 AI Solutions in Legal Practice21:54 Client Control and Law Firm Adaptation22:23 Quantifying Risk in Legal Work23:23 Accenture's Approach to Risk Management24:52 AI in Contract Review26:13 Balancing Accuracy and Efficiency35:25 The Future of Legal Training with AI38:10 Client Relationships and Legal Tech Integration42:10 Optimism for the Future of Law

Send us Fan MailJoin Damien Riehl and Horace as they kick off Season 2 with an in-depth discussion about the intersection of Big Tech and Big Law. They explore the recent news of Freshfields partnering with Google for generative AI, the potential of AI to disrupt legal services, and the impacts of large language models on the industry. They also delve into the future of law firms, the evolving role of legal tech companies, and the broader societal implications of AI-driven legal services.00:00 Big Tech and Big Law00:46 AI's Impact on Legal Industry01:21 The AI Tsunami02:52 Future of Legal Bots03:18 Challenges of Data Collection03:57 Human Element in AI07:29 AI Reasoning and Interpretability13:53 Big Players in Legal Tech19:32 Specialized Legal Models22:08 Adobe's Move into Legal Tech23:46 The Unauthorized Practice of Law and Big Tech24:49 Legal Tech Companies and the UPL Debate27:06 Legal Information vs. Legal Advice28:57 The Future of Legal Services and AI35:27 Strategies for Law Firms, Incumbents, and Startups

Send us Fan MailIn the finale episode of season 1, Damien Riehl and Horace Wu delve deep into the impact of large language models, agents, and the rapidly evolving landscape of legal tech. Recorded live from a New York City park, they discuss their experiences from Legalweek, the future of legal startups, the role of VCs, and how AI is transforming workflows. Explore themes like knowledge management, the integration of proprietary data, and the potential revolution in providing legal services. Whether you’re from a law firm, in-house counsel, or a legal tech vendor, this episode offers key insights into navigating the future of the legal industry.00:00 Introduction and Welcome00:10 Reflections on Legal Week00:31 Marketing Highlights and Critiques01:17 The Role of Large Language Models01:53 VC Expectations and Industry Challenges03:01 Differentiation in Legal Tech04:24 Importance of Proprietary Data06:39 Capturing Expert Knowledge08:13 The Future of Legal Workflows17:48 In-House Counsel and Knowledge Management20:43 The Buzz Around Agents and Workflows23:49 Pivoting to Jane on Day 3024:27 The Role of AI in Legal Tech25:42 Public vs. Private Data in Legal Tech26:46 The Value of Legal Tech Products28:13 Buyer Behavior in the Legal Tech Market31:04 The Competitive Landscape of Legal Services32:57 Core, Cream, and Commodity Legal Work35:31 Future Actions for Legal Tech Players38:14 Optimism and Pessimism in AI Development42:35 Legal Information vs. Legal Advice44:41 Conclusion

Send us Fan MailIn this episode of 'Further Comments,' hosts Damien and Horace welcome Helder Santos from Bird and Bird to discuss the firm's decision to roll out the Gen AI platform, Legora. They explore the pilot process, decision-making factors, and the blend of technology with traditional law practices. Helder shares insights into the cooperation between startups and established legal entities, the challenges and successes in adopting AI, and the evolving marketplace. They also touch on the influence of AI on billing models, access to justice, and the importance of transparency. If you're fascinated by the evolution of generative AI usage in law firms, you won't want to miss this episode.00:00 Introduction: Helder Santos from Bird and Bird00:53 Choosing Legora: The Decision-Making Process02:54 Build vs. Buy: Strategic Considerations05:54 Integrating AI: Challenges and Successes08:21 Evaluating AI Vendors: Criteria and Transparency11:42 Adoption and Training: Lawyer's Perspectives17:23 Future of AI in Law: Optimism and Challenges23:24 Closing Thoughts 

Send us Fan MailIn this episode of Further Comments, hosts Damien and Horace are joined by Ben Chiriboga from Nexl to discuss how to effectively sell to lawyers in the age of artificial intelligence. They explore the dynamics of the crowded legal tech market, the role of storytelling in sales, and how Nexl’s CRM solution addresses the unique needs of law firms. The conversation delves into the complexities of relationship intelligence, the importance of data, and the intersecting roles within law firms. Tune in to hear valuable insights on demonstrating value to skeptical lawyers and the future of legal tech.00:00 Introduction00:46 The Role of Rainmakers in Law Firms01:56 The Power of Storytelling in Sales02:48 Challenges in Legal Tech and CRM Solutions05:17 Understanding Law Firm Dynamics08:16 Effective Sales Strategies and Personas09:28 The Importance of Data in CRM14:50 Roles and Profitability in Law Firms17:34 Understanding the Dynamics of Messaging18:10 Challenges of Selling to Law Firms18:53 Crafting a Compelling Story19:41 Startup Storytelling Strategies20:23 Product Market Fit and Storytelling20:38 Understanding Market Personas21:47 Tailoring Messages for Different Legal Personas23:12 The Importance of Data in Legal Tech23:52 Solving Small Problems to Expand Market29:43 Demonstrating Value to Skeptical Lawyers30:24 Optimism in Legal Tech34:31 Closing Thoughts and Reflections

Send us Fan MailIn this episode of Further Comments, we are joined by the 'Duchess of Document Automation', Catherine Bamford. Catherine shares her journey and expertise in legal tech, particularly in document automation. We dive into the nuances of document automation, discussing the adoption cycles within law firms, the importance of continuous improvement, and the challenges and solutions brought by large language models (LLMs). Catherine, Damien, and Horace explore how LLMs can augment document automation, the ethics of legal tech processes, and the evolving landscape of legal tech solutions. Catherine's clarity and depth make this episode a must-watch for anyone interested in the intersection of law and technology.

Send us Fan MailDeepSeek has been all the rage among the tech community in January 2025. In this episode, Damien and Horace are joined by special guest Joe Rayment, CEO of Automatise, to explore the implications of DeepSeek. The discussion covers a range of topics including the geopolitical aspects, build vs buy considerations, licensing and terms of use, cost reduction, data privacy, vendor lock-in, and the skills gap for law firms and legal tech vendors. The conversation delves into the potential impacts, benefits, and challenges that DeepSeek poses for the legal tech industry.

Send us Fan MailJoin Horace and Damien as they return from a break to a deep dive discussion with Adrian Parlow, founder and CEO of Point One, on the significance and future of timekeeping in law firms. They explore the persistence of the billable hour, the potential shift towards flat fees, and the role of AI in automating time entries. The conversation delves into how accurate time data can transform law firm efficiency, pricing, and the overall practice, with a spotlight on standardization through systems like SALI.00:00 Welcome Back!02:00 The Future of the Billable Hour04:18 The Importance of Time Data07:54 Challenges in Timekeeping13:07 AI and Automation in Law Firms15:29 Transitioning to Flat Fee Models24:21 Standardizing Legal Data30:39 Looking Ahead: The Future of Time Keeping35:15 Closing Remarks

Send us Fan MailIn this episode of Further Comments, we welcome legal tech expert Stephanie Wilkins to discuss the highlights and transformative trends in legal technology from 2024. We reflect on the TLTF conference in Miami, explore the adoption of AI in the legal industry, and contemplate the evolving market dynamics, including the rise of the mid-market law firms. The discussion also covers the future predictions for 2025, user experiences, and the impact of generative AI on legal practices. Tune in for another dive into the world of legal tech!00:00 Introduction00:29 Recap of the TLTF Summit01:13 Introducing Stephanie Wilkins01:49 Highlights of 202404:20 Discussion on Legal Tech Adoption15:17 Mid Market Law Firms and Technology23:23 Predictions for 202529:26 Final Thoughts

Send us Fan MailIn this episode of 'Further Comments', hosts Horace Wu and Damien Riehl engage in a lively discussion on the eve of Thanksgiving (which coincides with Horace's birthday) about increased adoption of generative AI in legal practices, tagging systems in data management, and the complexities of implementing such systems effectively. They also explore the implications of legal technologies as integral components of society's operating system. 

Send us Fan MailIn this episode of 'Further Comments', hosts Damien, Horace, and guest Jason delve deeply into the topic of AI agents. Jason Barnwell, a thought leader with expertise in law and engineering, discusses the transformative potential of AI in the legal industry, comparing the ways engineers and lawyers approach problem-solving. Key topics include the four types of AI agents—engineering models, products, legal concepts, and philosophical constructs—and their market confusion. Conversation also touches on the Rumsfeld matrix to categorize known and unknown elements in legal tasks, highlighting how AI can automate known, routine tasks while handling uncertain, complex actions cautiously with human oversight.

Send us Fan Mail

Send us Fan Mail

Send us Fan Mail

Send us Fan Mail

Send us Fan Mail