Lacework uses AI behavioral analysis to continuously monitor cloud environments for threats misconfigurations and compliance violations. Its Polygraph AI builds a model of normal behavior and alerts only on genuine anomalies reducing alert noise by 99%. Used by Snowflake Grab and leading cloud-native companies.