Why it matters

Risk reduction shapes practice. Understanding shapes controls.

Advertisement

The architecture

Preventive: filters + guardrails + policies.

Detective: monitoring + evals.

Corrective: incident response.

Risk reduction controlsPreventivefilters + policiesDetectivemonitoring + evalsCorrectiveIR + fixesLayered controls reduce risk across the incident lifecycle
AI risk reduction.
Advertisement

How it works end to end

Layered controls.

Effectiveness monitoring.

Regular review.

Cost-benefit balance.