LawDroid Manifesto Podcast

Tom Martin

In LawDroid Manifesto, Tom Martin discusses the intersection of law and artificial intelligence and what it means for the future of our relationship with justice. www.lawdroidmanifesto.com

  1. 2D AGO

    The Not to Distant Future of Dispute Resolution

    Hey there Legal Rebels! 👋 I’m excited to share with you the 70th episode of the LawDroid Manifesto podcast, where I will be continuing to interview key legal innovators to learn how they do what they do. I think you’re going to enjoy this one! If you want to understand how AI is reshaping the future of dispute resolution and why lawyers must be part of building that future, you need to listen to this episode. Bridget is at the forefront of AI-native dispute resolution and brings a uniquely visionary yet grounded perspective on what’s possible when mission-driven institutions embrace exponential change. LawDroid Manifesto is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. AI, Access, and the Architecture of What Comes Next Join me as I share Bridget McCormick’s keynote from the LawDroid AI Conference 2026, delivered live to our community of legal innovators. In this powerful keynote, Bridget, President and CEO of the American Arbitration Association, lays out a sweeping and inspiring vision for the future of dispute resolution. She shares how the AAA became the first ADR organization in the world to offer AI-native dispute resolution, and what the journey of building that looked like from the inside. From deploying a fully agentic AI arbitrator to building a resolution simulator and an AI-native case management platform, Bridget walks us through how a 100-year-old nonprofit is reimagining what justice delivery can look like. Her talk is grounded in data, rooted in the AAA’s founding mission, and animated by a genuine belief that AI’s best legal use case may be dispute resolution itself. This is a must-watch for anyone who cares about access to justice, the future of legal institutions, and what it means to lead with imagination rather than compliance in a moment of exponential change. The Skinny Bridget McCormick, President and CEO of the American Arbitration Association, delivered the opening keynote at the LawDroid AI Conference 2026, offering a sweeping and data-rich vision for AI’s role in the future of dispute resolution. Drawing on three years of leading the AAA’s AI transformation, Bridget traces the organization’s journey from early internal experimentation to launching the world’s first AI-native dispute resolution product, a fully agentic AI arbitrator currently operating in document-only construction disputes. Anchored in the AAA’s founding mission (democratized access to dispute resolution for individuals) not just institutions, Bridget connects the idealism of founder Frances Kellor to the urgent opportunity AI represents today. She challenges the legal profession to stop waiting for task forces and white papers, and instead take a seat at the table where the future is being built, with or without lawyers. Key Takeaways: * The AAA became the first ADR organization in the world to offer AI-native dispute resolution, launching a fully agentic AI arbitrator for document-only construction disputes in November 2025 * Bridget’s four-part framework for navigating exponential change: ground decisions in data, anchor to mission, move fast because action leads to information, and treat AI as a platform shift, not an incremental improvement * A recent MIT study found 90% of employees had used AI at work while only 40% of their companies had purchased an AI solution, employees aren’t waiting for permission * According to Law360, the share of lawyers using AI for at least one purpose jumped from 35% in 2024 to 54% in 2025, and frequent users are dramatically more optimistic than non-users * The AAA’s AI arbitrator uses a fully agentic architecture where agents parse claims and evidence, show their work to the parties, and iterate until both sides feel heard, a breakthrough for procedural fairness * The AAA is also building a resolution simulator, an AI-assisted mediation system, and a fully AI-native case management platform, expected to be live within two years * Bridget invokes the AAA’s founder, Frances Kellor, who created the organization after being disappointed by international institutions that failed to prevent World War I — as the North Star for its mission: democratized, individual-level access to dispute resolution * Three out of four state court cases involve at least one self-represented party, and Bridget sees AI as the most promising catalyst for closing that gap * Tech innovation follows a pattern of hobbyists → automators → innovators, and Bridget believes we are now entering the innovator phase, where entirely new forms of legal service delivery become possible * The legal profession risks being “Ubered” out of its own domain if lawyers don’t take a seat at the table where AI is being built Notable Quotes: * “Building in the middle of exponential change can be extremely paralyzing. We move fast because we believe that action leads to information. We’re not waiting for a white paper.” - Bridget McCormick (00:02:15-00:02:58) * “The deeper I went, the more I realized this was not another wave of legal tech. This was a platform shift.” - Bridget McCormick (00:06:11-00:06:16) * “If there’s one thing that matters in any dispute resolution process, it’s that the parties feel heard.” - Bridget McCormick (00:06:53-00:07:01) * “I think AI’s best legal use case may be dispute resolution. At its core, we have two parties asking for a neutral reasoned decision from a process that’s fair, consistent, and affordable. They want a resolution. They don’t want lawyers or arbitrators or judges. We’re just the tools they have right now to get there.” - Bridget McCormick (00:19:15-00:19:41) * “The mission is the root of all of our work. We’re lucky that as a mission-based nonprofit, we had a clear North Star.” - Bridget McCormick (00:27:13-00:27:37) * “Our civil justice system is failing most people. Three out of four state court cases involve at least one self-represented party — not by choice, and in most cases it’s because people can’t afford it. I can’t think of a bigger threat to the rule of law than that.” - Bridget McCormick (00:31:14-00:31:37) * “The technologists can Uber right through our regulatory barriers if we cede the territory by failing to take a seat at the table.” - Bridget McCormick (00:36:43-00:36:51) * “That future is not promised. It’s ours as long as we’re willing to lead, as long as we’re willing to be in the conversation, as long as we’re willing to be at the table.” - Bridget McCormick (00:36:09-00:36:20) Clips Inside the AI Arbitrator AI Isn’t an Incremental Shift AI Adoption Exploded in Enterprise AI Could Reduce Conflict Bridget’s keynote stands out for the clarity with which it connects past to future. The AAA’s founding story, Frances Kellor building a democratized dispute resolution institution after the failures of international arbitration to prevent World War I, becomes more than historical context. It becomes the lens through which every AI investment the AAA makes is evaluated. That kind of mission alignment is rare, and it’s precisely what allows an organization to move fast without losing its way. What makes Bridget’s vision especially compelling is her insistence that continuous improvement is not enough. Automating what we already do better is valuable — but it is the innovator phase, where entirely new forms of justice delivery become imaginable, that holds the real promise. The AI arbitrator isn’t just a faster version of what arbitrators do. It’s a fundamentally new architecture for helping people feel heard, understood, and fairly resolved. Closing Thoughts Bridget McCormick’s keynote was one of the highlights of the LawDroid AI Conference 2026, and listening to it again, I’m struck by how much she managed to pack into a single talk: data, history, product vision, and a genuine moral urgency that you don’t often hear from the stage at legal tech conferences. What resonates most with me is her point about the innovator phase. For years, the conversation in legal tech has been dominated by automation, doing the same things faster and cheaper. That’s important. But Bridget is pointing at something bigger: the moment when entirely new forms of legal service delivery become possible. The AI arbitrator isn’t just a more efficient version of arbitration. It’s a new art form, to use her analogy, like cinema emerging from the innovation of the movie camera. For our Legal Rebels community, the message here is both inspiring and urgent. The future of dispute resolution, and legal services more broadly, is being built right now, largely by people who are not lawyers. Bridget’s call to action is direct: we need to be at the table. We need to be part of the architecture of what comes next. Because if we’re not, the technologists will build it without us, and it may not reflect the values of fairness, access, and procedural justice that our profession, at its best, is supposed to stand for. Frances Kellor believed that giving individuals the tools to resolve their own disputes could change communities, countries, and the world. A hundred years later, we finally have technology powerful enough to make that vision real. That’s the moment we’re in, and I don’t intend to miss it! This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.lawdroidmanifesto.com/subscribe

    41 min
  2. MAR 23

    The Something Extra: Amanda Brown

    Hey there Legal Rebels! 👋 I’m excited to share with you the 63rd episode of the LawDroid Manifesto podcast, where I will be continuing to interview key legal innovators to learn how they do what they do. I think you’re going to enjoy this one! If you want to understand how technology can be used as a force for access to justice, and what it really takes to build a mission-driven legal tech nonprofit from scratch, you need to listen to this episode. Amanda is at the forefront of justice technology in Louisiana and brings a rare combination of legal expertise, product thinking, and deep community roots to this work. LawDroid Manifesto is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. The Something Extra: Amanda Brown Where I interview Amanda Brown, Executive Director of Lagniappe Law Lab, about building a statewide justice technology nonprofit from the ground up and using AI to expand access to justice across Louisiana. Hey there Legal Rebels! 👋 I’m excited to share with you the 63rd episode of the LawDroid Manifesto podcast, where I will be continuing to interview key legal innovators to learn how they do what they do. I think you’re going to enjoy this one! If you want to understand how technology can be used as a force for access to justice — and what it really takes to build a mission-driven legal tech nonprofit from scratch — you need to listen to this episode. Amanda is at the forefront of justice technology in Louisiana and brings a rare combination of legal expertise, product thinking, and deep community roots to this work. From Rural Louisiana to the Forefront of Justice Technology Join me as I interview Amanda Brown, Executive Director of Lagniappe Law Lab in New Orleans, Louisiana. In this insightful podcast episode, Amanda shares her remarkable journey from a small, impoverished rural community in central northern Louisiana to a fellowship at Microsoft, and ultimately to founding Lagniappe Law Lab, a statewide justice technology nonprofit dedicated to helping legal aid organizations across Louisiana serve more people through smarter technology. She dives deep into how vibe coding is transforming her ability to prototype tools in real time, how she thinks about AI as a new layer in a complex system rather than a silver bullet, and why building technology thoughtfully — with the full picture in mind — is the only way to close the access to justice gap for real. Her stories and insights underscore the power of approaching legal technology with both humility and ambition. This episode is a must-watch for anyone passionate about access to justice, legal innovation, and the enormous potential of AI to help the people who need legal help the most. The Skinny Amanda Brown, Executive Director of Lagniappe Law Lab, traces her path from growing up in a small, under-resourced town in rural Louisiana to earning a law degree at Loyola University New Orleans, completing a Microsoft fellowship focused on the Legal Navigator portal, and ultimately founding a statewide nonprofit dedicated to justice technology. Amanda reflects on how her economics background, her grandfather’s influence, and a formative litigation technology clinic in law school planted the seeds for a career at the intersection of law, access to justice, and technology. Throughout the conversation, she shares how she is using vibe coding to rapidly prototype tools for legal aid organizations, challenges the misconception that AI simply reduces workload, and emphasizes the importance of thinking holistically about technology as just one layer in a broader system. Her deep passion for the mission, and her honest acknowledgment of what is and is not known about where AI is headed, make this one of the most grounded and genuine conversations about legal technology you will hear. Key Takeaways: * Amanda grew up in a small, impoverished rural community in central northern Louisiana, an experience that deeply shapes her commitment to access to justice and Lagniappe’s focus on serving rural areas across the state * Her grandfather, who never earned a high school diploma, was the key figure who pushed her toward college and ultimately toward law school, instilling a lifelong sense of justice and integrity * A litigation technology clinic in her final year at Loyola University New Orleans was the pivotal moment where she first saw the connection between technology and scaling legal services * A fellowship at Microsoft from 2017–2018, working on the Legal Navigator portal with the ABA Center for Innovation and the Legal Services Corporation, gave her the technical credibility and product management skills to launch Lagniappe * Lagniappe Law Lab functions as a centralized, statewide technology resource for Louisiana’s legal aid ecosystem, solving the problem of organizations duplicating effort without coordinating * Amanda is actively using vibe coding to prototype tools in near real time, describing the ability to go from a stakeholder meeting to a working prototype in under an hour as genuinely unfathomable compared to the past * Her biggest pushback on AI misconceptions: AI does not reduce work, it creates different work, and the legal profession lives at “the edges of novelty” where human judgment will always be essential * She is clear-eyed that nobody, not even the leading experts, truly knows where AI is headed, and that curiosity and openness are better responses than fear or hype * Work-life balance, for Amanda, is a practice: clear work hours, time for exercise, travel, reading, and relationships, all of which she connects back to being able to show up fully for the mission * Lagniappe derives its name from a Louisiana Creole word meaning “a little something extra,” and Amanda sees that spirit of going beyond as central to what justice technology can offer Notable Quotes: * “I think technology is not the end all be all. It’s an additional layer on top of the core things that we’re doing. And so this version of technology, this tool is another layer that we have to think about.” - Amanda Brown (00:03:58-00:04:16) * “We have to really think of this holistically if we’re going to design and create technology systems that don’t further entrench problems that exist out there.” - Amanda Brown (00:06:25-00:06:39) * “My grandfather, he looked at me, he’s like, you know, that’s what lawyers do. That still sticks with me to this day, this concept of like the law is an instrument for justice.” - Amanda Brown (00:13:25-00:13:35) * “I think life is boring if you have a plan. A lot of life is kismet and accidents and how things fit together that we don’t expect. And that’s what makes it interesting.” - Amanda Brown (00:14:11-00:14:23) * “Being able to go from one meeting and listen to what problems people are having and what it is they actually need and want to — I’m looking at a prototype of what I built in response to that conversation right now on my screen. It’s unfathomable.” - Amanda Brown (00:27:36-00:28:07) * “The biggest misconception that you’re going to offload everything in your entire life to software. We’re in the legal profession. I think we live at the edges of novelty. AI is not good at novelty.” - Amanda Brown (00:31:39-00:32:11) * “Maybe the biggest one is that anybody knows what’s gonna happen. We don’t. Nobody knows what’s gonna happen. Don’t let Elon Musk tell you what’s gonna happen.” - Amanda Brown (00:32:33-00:32:44) * “Lagniappe — it’s the magic of a little something extra. In the early days, technology was extra. I don’t think it’s extra now. I think it’s actually essential.” - Amanda Brown (00:39:07-00:39:17) Clips AI Won’t Eliminate Novelty Jobs AI Doesn’t Reduce Work Why Rapid Prototyping Changes Everything Work That Feeds the Soul Amanda’s story is one of the most compelling I’ve heard in this space, not because it follows a straight line, but precisely because it doesn’t. She took the long way around, through economics, disaster recovery law, and a corporate fellowship in Redmond, Washington, before finding her calling building infrastructure for justice. And in doing so, she has helped ensure that legal aid organizations across an entire state don’t have to navigate the technology landscape alone. What resonates most from this conversation is Amanda’s insistence on honesty. Honest about the complexity of the access to justice problem. Honest about what AI can and cannot do. Honest about the fact that nobody has all the answers. In a space that can be dominated by hype and grand promises, that clarity is both refreshing and necessary. Closing Thoughts What I love most about talking with people like Amanda is the reminder that the best legal tech work is rooted in something real — a community, a problem, a mission that goes far deeper than any particular tool or platform. Amanda didn’t set out to become a justice technology leader. She followed her sense of what was right, found the places where law and technology intersect in ways that actually help people, and built something that her state genuinely needed. The vibe coding conversation was a highlight for me. The ability to move from a stakeholder conversation to a working prototype in under an hour is exactly the kind of practical empowerment I’ve been excited to see more lawyers and legal professionals embrace. It lowers the barrier to building, which ultimately lowers the barrier to access. And I appreciate Amanda’s honest take on AI misconceptions. It creates different work, not less work. It is not magic, and it is not the end of legal professionals. But approached thoughtfully, as one layer in a broader, human-centered system, it is one of the most powerful tools we have for closing the justice gap. For our Legal Rebels community, Amanda’s journey is both a

    41 min

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In LawDroid Manifesto, Tom Martin discusses the intersection of law and artificial intelligence and what it means for the future of our relationship with justice. www.lawdroidmanifesto.com

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