Guardrails, Drift, and Evidence: Cybersecurity Maturity is Continuous Improvements

Chris Johnson sits down with Ido Green of Espresso Labs to explore how AI and local agents can reduce cybersecurity noise, offload Level 1 work, and continuously enforce compliance, without losing human control. They discuss guardrails for safe automation, multi-vendor telemetry, drift detection, evidence collection at scale, and why “reporting gaps” isn’t enough if you can’t execute remediation and preserve proof. The episode closes with a roadmap for frameworks, partnerships, and insurance-ready visibility.