Real-Time Data Strategies For Enterprise AI Applications
Techstrong.ai, Tuesday, September 30th, 2025
Purnima Padmanabhan, general manager of Broadcom's Tanzu Division, highlights a fundamental truth of enterprise AI: the biggest challenge isn't always the models, it's the data.
Organizations talk about building smarter AI systems, but actually delivering the right data to those systems is harder than most realize. Padmanabhan notes that enterprises often rely on sprawling infrastructures - data lakes, pipelines, engineers, developers, and scientists all trying to collaborate - just to make data usable. The process is complex, resource-heavy, and difficult to maintain. Updating and scaling those systems adds even more strain.