What is a desired outcome of automation in a security operations center (SOC)?

The desired outcome of SOC automation is increased efficiency. Automation allows repetitive, time-sensitive, and well-defined tasks to be executed consistently without requiring manual analyst effort every time. Examples include indicator enrichment, alert deduplication, ticket creation, endpoint isolation, user notification, or evidence collection. Automation should reduce workload, improve response speed, and help analysts spend more time on judgment-heavy investigation. Increasing the number of alerts is not desirable; alert volume should be reduced or better prioritized. Increasing MTTR is also undesirable because mean time to respond or recover should decrease as processes mature. Increasing false positives is harmful because it consumes analyst time and can cause alert fatigue. In a mature SOC, automation is often paired with playbooks and SOAR tooling so that repeatable response steps can be executed reliably while still allowing analyst approval for sensitive actions. Reference/topics: Security Operations 6.2, automation and AI; Security Operations 6.6, SOAR and SIEM.