Cybersecurity company SOCRadar migrated from PostgreSQL to Google Cloud’s AlloyDB, gaining a 3.2x boost in live ingestion velocity, cutting lookup latency from 3-3.5 seconds to 1 second, and speeding analytical queries up to 20x with the In-Memory Columnar Engine. The migration freed 75% of database administrator resources and recovered over 45 TB of storage.