SOCRadar migrated from PostgreSQL to AlloyDB, achieving a 20x performance boost on analytical queries and 3.2x faster data ingestion while freeing up 75% of database administrator resources. Integrating Gemini Enterprise lets SOCRadar filter security alerts and build toward autonomous threat-hunting with natural language querying.