A multi-part podcast series from Ropes & Gray’s Insights Lab where data analysis intersects with the law, featuring Shannon Capone Kirk, managing principal and global head of Ropes & Gray’s advanced e-discovery and AI strategy group, and David Yanofsky, director of data insights, analytics and visualization at the R&G Insights Lab.
- Episode 1: E-Discovery Evolution—From Paper Trails to AI
- March 26, 2025: Shannon and David delve into the evolving world of e-discovery, data governance and the impact of generative AI (“GenAI”) on legal practices. Discover how technology is transforming the way legal professionals handle electronic data and learn about best practices for managing information in today's digital age.
- Episode 2: Harnessing Analytics and Visualization
- April 30, 2025: Shannon and David discuss the importance of using analytics to organize and analyze large datasets, such as emails and documents, to uncover key concepts and trends. They also highlight the power of data visualization in storytelling, compliance monitoring, and project management within the legal context. Discover how interactive and well-designed visualizations can drive understanding, engagement, and decision-making, and learn why building and maintaining robust data systems is essential for long-term success.
- Episode 3: Free Text Isn’t Free
- May 28, 2025: Shannon and David discuss the crucial steps in the iterative cycle of data analysis, visualization, and insight. They delve into the complexity of using free text in data analysis, explaining how unstructured text differs from structured data and the challenges it presents. The conversation also covers methods to analyze free text, including the use of rubrics, sentiment analysis, and self-scoring. They highlight the significance of understanding emotions and psychological safety when collecting and analyzing data. Additionally, they address the current limitations and potential of generative AI in data analysis, providing a realistic view of its capabilities and costs.
- Episode 4: Implementing AI—Balancing Risks and Opportunities
- July 10, 2025: Shannon and David are joined by cultural psychologist Michelle DiMartino to discuss the challenges and human factors involved in AI adoption. Michelle provides insights into the psychological responses to AI, explaining how high-stakes, time-pressured environments can lead to mental shortcuts and differing reactions to ambiguity. The discussion covers three critical frames for understanding AI implementation: the technology itself, human interpretation and interaction with AI outputs, and the organizational culture and governance surrounding AI tools.
- Episode 5: From Search Terms to GenAI—How We Got Here and What We Learned Along The Way
- August 27, 2025: Shannon and David discuss how artificial intelligence and machine learning are being applied to legal investigations and document reviews. They explore the evolution from traditional search term methods to advanced techniques like predictive coding, continuous active learning, and the emerging role of generative AI (“GenAI”) while demystifying what these techniques are actually doing with your data. The conversation highlights the importance of using plain language when describing these technologies, the critical role of human expertise in refining AI tools, and the practical challenges and efficiencies gained when integrating AI into internal investigations and privilege reviews.
Contacts
