Building Responsible AI Best Practices Across the Product Development Lifecycle | Credo AI

Slides: https://www.datacouncil.ai/talks/buil... ABOUT THE TALK: Everyone seems to be talking about responsible AI these days—but what does “responsible” actually mean, and how should AI/ML product teams incorporate ethics into the development lifecycle? This talk will move beyond buzzword bingo to define the key features of an responsible AI system and discuss how to measure and manage these features during development, from design to production. Susannah Shattuck, Head of Product at Credo AI, will share best practices from the field and tactical approaches that you can begin using today. ABOUT THE SPEAKER: Susannah Shattuck is Head of Product at Credo AI, where she builds AI governance tools that help organizations design, develop, and deploy ethical AI at scale. She has been working in MLOps and AI governance for the last five years; her passion for AI governance can be traced back to her days on the IBM Watson implementations team, where she saw firsthand all of the things that can go wrong during the ML development lifecycle. Prior to joining Credo AI, Susannah built AI/ML products at Arthur AI, X: the Moonshot Factory [formerly Google X], and IBM Watson. She received her BA from Yale University and her MBA from Stanford Graduate School of Business. ABOUT DATA COUNCIL: Data Council (https://www.datacouncil.ai/) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers. Make sure to subscribe to our channel for more videos, including DC_THURS, our series of live online interviews with leading data professionals from top open source projects and startups. FOLLOW DATA COUNCIL: Twitter:   / datacouncilai   LinkedIn:   / datacouncil-ai   Eventbrite: https://www.eventbrite.com/o/data-cou... - 🎟️ GET YOUR TICKET TO AI COUNCIL 2026 🎟️ Meet the world's top AI infrastructure minds where architects of AI share what works. Three days of high-quality technical talks and meaningful interactions. → https://aicouncil.com/sf-2026 ⚡ FIND US: X: https://x.com/AICouncilConf LinkedIn:   / aicouncilconf   Website: https://aicouncil.com/