The world of security has become increasingly complex with the rise of cloud applications, containerization, and DevOps, making it challenging for security professionals to keep up with the numerous new technologies and potential vulnerabilities. Traditional approaches to security, such as trying to predict what's going wrong, are no longer viable due to the complexity and dependencies involved. Instead, security can be made a data-driven activity by detecting deviations from the norm in systems using tools like Lacework Integration, which provides real-time insights into compliance violations and security anomalies. By integrating with New Relic Instant Observability (I/O), Lacework enables organizations to surface security events and alerts directly in their observability platform, making it easier to investigate and resolve issues quickly.