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This session connects that foundation to Starburst’s direction toward context-aware data platforms, where governed data products become the interface layer for dashboards, assistants, and agentic workflows. Monica will also share a behind-the-scenes look at how Starburst applied this approach internally during its own AIDA rollout.

Most teams using Iceberg in production are only scratching the surface of what it can do. Snapshots and time travel are table stakes—branching, tagging, and rollback workflows are where Iceberg starts to feel like a proper engineering discipline rather than just a file format.