Governed Virality: How to Scale Analytical Insight Fast

Enterprise AI isn’t just about making better decisions — it’s about getting people to agree on them. But when everyone is working with their own data, analyses, and AI-generated answers, how do you turn individual insights into trusted decisions across an organization? 👨‍💻 In this excerpt from his talk “Lightning in a Bottle” at the KNIME Data Summit New York, Trevor Kaufman, CEO of KNIME, explores why the LLM experience is fundamentally a “single-player game” and why vibe-coded, self-service analytics don’t scale across the enterprise. He introduces the idea of governed virality — enabling trusted insights to spread quickly across an organization without losing governance, context, or trust. 🎥 🔴 ▶ Watch the full “Lightning in a Bottle” talk: https://www.knime.com/events/knime-data-summit-new-york Read more about the idea we call governed virality: https://www.knime.com/blog/governed-virality-why-alignment-real-speed-advantage #datagovernance #enterpriseai #aigovernance #knime