Spotify

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

Spotify needed to reduce friction in data discovery and analytics by enabling non-technical users to ask natural language questions about data without requiring dashboard navigation or SQL expertise.

api-design ml-systems
4 min
Spotify

Better Experiments with LLM Evals — A funnel, not a fork

Efficiently evaluating and validating LLM-generated outputs at scale during experimentation without manual review bottlenecks.

ml-systems observability
4 min
Spotify

Inside the Archive: The Tech Behind Your 2025 Wrapped Highlights

How to identify and surface the most interesting and meaningful listening moments from a year's worth of user streaming data to create personalized narrative highlights for Wrapped.

data-pipelines ml-systems
4 min
Spotify

Our Multi-Agent Architecture for Smarter Advertising

Spotify needed to optimize ad targeting and delivery at scale by coordinating multiple specialized systems to make smarter advertising decisions rather than relying on monolithic ad selection logic.

microservices ml-systems
4 min