Lacework
AI-powered cloud security platform with behavioral anomaly detection for cloud-native environments.
About Lacework
Lacework is an AI-driven cloud security platform that uses machine learning to automatically detect threats, vulnerabilities, and misconfigurations across cloud environments including AWS, Azure, and Google Cloud. Its Polygraph technology builds a behavioral baseline of normal activity and alerts security teams to deviations that signal attacks, insider threats, or compromised credentials—without relying on static rules. Lacework consolidates cloud security posture management (CSPM), cloud workload protection (CWPP), container security, and infrastructure-as-code scanning into a unified platform. Security teams at companies like Snowflake, Workato, and Medallia use Lacework to reduce alert fatigue and respond to real threats faster. The platform's AI continuously learns the unique activity patterns of each cloud environment, reducing false positives dramatically compared to rule-based security tools.
Pros
- Polygraph AI eliminates rule tuning and reduces false positives
- Unified CSPM, CWPP, and container security in one platform
- Continuous behavioral learning adapts to environment changes
Cons
- Enterprise-only pricing not accessible to smaller organizations
- Deep behavioral analysis can produce noisy alerts during initial learning phase