Modern environments are scaling and changing at an overwhelming pace. Security teams are struggling to keep up, using monitoring tools that require manual tuning and administration. The reality is: Any process with a security analyst in the loop gets quickly overwhelmed, heuristic and machine learning solutions can’t learn at the speed of DevOps, and any approach that adds friction to DevOps is a non-starter.