The Hallway Track
Engineering Insights

How FOX Sports Uses AI to Power Search

Databricks · Aug 11, 2026 · Engineering Insights

FOX Sports rebuilt search on Databricks, doubling content discovery with real-time semantic search

“over 25% of all searches happen before a user type a single letter”

FOX Sports migrated its search infrastructure to Databricks, implementing continuous embedding pipelines and time-weighted semantic search to handle sports data that changes by the minute. The system pre-computes trending topics so search suggestions appear before users type, and merges vector similarity with recency signals for re-ranking. The result was a 2x improvement in fans finding relevant content.

vector-search semantic-search real-time-ml media-ai databricks sports-tech

Watch / read the original source →