Building a Security Data Lake: Compliance, Governance, and Architecture Best Practices

Security teams are collecting more telemetry than ever, but most traditional SIEM architectures were never designed to retain and analyze petabytes of data economically. Between cloud infrastructure logs, SaaS audit trails, endpoint telemetry, identity events, and application data, organizations are forced to choose between retaining everything or controlling costs. That tradeoff is becoming harder to justify.