Encoding Your Domain Expert: The Context Layer Behind Spotify's Data Assistant

Short summary

Spotify engineered a data assistant that encodes domain expertise through context layers, solving the discovery problem for internal analysts. The approach abstracts away dashboard-hunting by embedding relevant context directly into the assistant's decision layer.

• •Spotify built a data assistant that encodes domain expertise via context layers
• •Moves from dashboard discovery to assistant-driven analysis workflow
• •Technical deep-dive on embedding organizational knowledge in ML systems

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