Tracking Data and AI Lineage: Ensuring Transparency and Compliance
Overview
Experience | In Person |
---|---|
Type | Breakout |
Track | Data and AI Governance |
Industry | Enterprise Technology |
Technologies | Unity Catalog |
Skill Level | Intermediate |
Duration | 40 min |
As AI becomes more deeply integrated into data platforms, understanding where data comes from — and where it goes — is essential for ensuring transparency, compliance and trust. In this session, we’ll explore the newest advancements in data and AI lineage across the Databricks Platform, including during model training, evaluation and inference. You’ll also learn how lineage system tables can be used for impact analysis and to gain usage insights across your data estate. We’ll cover newly released capabilities — such as Bring Your Own Lineage — that enable an end-to-end view of your data and AI assets in Unity Catalog. Plus, get a sneak peek at what’s coming next on the lineage roadmap!
Session Speakers
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Prithvi Kannan
/SWE
Databricks
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Murt Neemuchwala
/Product Manager
Databricks