Data for analytics is moving to the Lakehouse for reasons of costs and interoperability (no vendor lock-in). The Lakehouse opens up your data to be used by one of the many query engines designed to run on Lakehouse data, but AI and Python are second class citizens in the Lakehouse. The Lakehouse is also not enough to build a real-time AI system like TikTok.

In this webinar, we talk about the challenges of building batch, real-time, and LLM AI systems with Lakehouse data and how we have extended the Lakehouse at Hopsworks to make AI a first class citizen - with a Python native query engine, real-time data, and natural language support for building AI systems. You can both build AI systems from Lakehouse data and use AI to help you build AI systems from Lakehouse data.