Data Lake CDC: Are we there yet? | ClickHouse

[2026 - DAY 3 - LIGHTNING TALK] The idea of incremental reads from data lakes has been cooking for years, but few are serving it up. As a user, you must wrangle change feeds, snapshots, time travel, that one corrupted manifest file. Do you need to be a "Big Data Engineer" to get it right? In this lightning talk, we’ll explore what’s broken, what's just hard, and why making data lake CDC accessible is a problem worth solving. SPEAKER: Marta Paes - Senior Product Manager, ClickHouse 👉 Sign up for our "No BS" Newsletter to get the latest technical data & AI content: https://aicouncil.com/newsletter ABOUT AI COUNCIL: AI Council brings together the brightest minds in data to share industry knowledge, technical architectures and best practices in building cutting edge data & AI systems and tools. FIND US: Website: https://aicouncil.com/ LinkedIn: https://www.linkedin.com/company/aicouncilconf/ X: https://x.com/aicouncilconf