Traditional SOC architecture was not originally designed with certain modern demands in mind, such as machine scale. Data is distributed across point solutions, data lakes, and line-of-business apps.

Security operations has spent years trying to solve performance problems inside an architecture that may itself be the problem. Teams have added more telemetry, more rules, more automation, and more ...