
From Startup to Anthropic: How Descrybe Is Changing Professional Practice on the Practice Playbook Podcast #570
The Practice Playbook Podcast with Susan GuthrieShow Notes
AI in the legal world is often met with fear instead of curiosity, but Susan Guthrie has a different take: used with the right skepticism, it doesn't replace professional judgment, it frees practitioners to use more of it. That shift is exactly what's playing out with Descrybe, the legal research tool that's gone from a free startup product to one of Anthropic's official launch partners for Claude for Legal in just eighteen months. Susan sits down with the co-founders of Descrybe, Kara Peterson and Richard DiBona to unpack how that happened, and what it means for the future of practice. Kara first joined Susan on the podcast back in December of 2024. Since then, Descrybe has added many new features, including a Citator to evaluate good law versus bad law, a deep research tool called Descrybe LM, and an advanced brief checker, all while earning national recognition, including being named one of the ABA's Legal Women of Tech. Together, Susan, Kara, and Richard, explore how Descrybe evolved from startup to industry leader, why the Anthropic partnership matters, what AI-powered legal workflows look like today, and where authority-based search and option generation are already changing how practitioners and mediators work. What You'll Learn
Why Descrybe becoming an official Anthropic launch partner for Claude for Legal is a milestone for access to justice, not just for one company How Descrybe grew from a free case law search tool into a full suite that includes a Citator, a deep research tool called Descrybe LM, and an advanced brief checker Why healthy skepticism, not blind trust, is the right way to work with AI, and how treating hallucinations like an "Easter egg hunt" keeps you sharp instead of anxious How searching by authority instead of by keyword surfaces the cases practitioners actually cite, not just the ones that match the words Why option generation is one of the most valuable uses of AI for mediators, and how it can help polarized parties find middle ground faster How Descrybe's data-first approach lets the same verified legal data work across Claude, ChatGPT, Perplexity, and other platforms practitioners already use
Meet Our Guests Kara Peterson, Co-Founder & CEO: Kara leads marketing, partnerships, and strategy. She brings a background in technology and social impact and a deep belief that access to information is a social justice issue. She was named to the ABA Women of Legal Tech 2024 list. Richard DiBona, Co-Founder & CTO: Rich leads product and engineering. He built the structured primary-law corpus and reasoning architecture that powers DescrybeLM. He is widely recognized as a leading expert in the application of AI to legal research. Descrybe has earned multiple industry awards for the platform he built, including the American Legal Technology Awards, the Anthem Award, and recognition from the Legalweek Leaders in Tech Law Awards and the Webby Awards. Website: http://descrybe.com Free Episode Companion Resource: The Modern Legal AI Starter Guide A practical guide to help you start putting Claude and Descrybe into practice, with prompts and a simple workflow you can use right away. Visit susaneguthrie.com to download. Join The Practice Accelerator Susan's Practice Accelerator is now open as a monthly membership subscription! Designed for professionals who want more than just ideas, the Accelerator delivers structure, strategy, accountability, and a community of forward-thinking professionals who are serious about building sustainable, successful practices. If you have ever wondered if you would benefit from professional coaching, this is your opportunity to test the waters with Susan at an accessible price point. Members receive: One monthly live webinar with Susan in her signature practical and easily implemented insights and strategies for building your practice. Two live monthly group Office Hours sessions with Susan. A place to bring your questions to receive expert advice and ins
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