Henry Kiss Ehrenberg, Snorkel AI | Robotics & AI Infrastructure Leaders

In this episode of theCUBE, co-founder of Snorkel AI, Henry Ehrenberg, joins hosts Dave Vellante and John Furrier at the Robotics & AI Infrastructure Leaders 2025 event to discuss the crucial role of data in creating scalable AI solutions. The conversation dives into Snorkel's evolution from a Stanford research project to an enterprise-grade platform, highlighting the strategic importance of AI data strategy in today’s innovation landscape. Ehrenberg emphasizes the necessity of expert-driven workflows to align data strategies with business outcomes, as well as the emergence of generative AI across various sectors. The dialogue sheds light on the competitive advantages gained through disciplined data strategies and adaptive methodologies.

• The transition of Snorkel from a research initiative to a commercial enterprise.
• The impact of expert-driven workflows on data management and AI development.
• Insights on generative AI and its applications across different industries.
• The significance of data strategy in achieving competitive advantages in AI.
• Challenges and solutions related to extracting and scaling expert knowledge.
• The importance of custom evaluations and fine-grained control in model validation.
• Market trends in AI, including the rise of small language models and the complexities of agentic systems.
• Recent successes and tangible benefits for enterprises using Snorkel's offerings.