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In this 11-minute conference talk from Data Council's AI Launchpad 2025, explore Tower's innovative 2-layer data stack architecture where multiple compute engines operate in harmony. Learn how Snowflake alumni and Big Tech veterans Serhii Sokolenko (Co-Founder & CEO) and Brad Heller (Co-Founder & CTO) have designed a system that enables running Python frameworks from ETL to inference on scalable single-node compute with Iceberg open storage. Discover their approach to building streamlined yet powerful architectures that facilitate seamless collaboration between different processing engines without unnecessary complexity, drawing from their extensive industry experience.