From Alert Fatigue to Agentic Response: How Workflows and Agent Builder Close the Loop

**Elastic** outlines an autonomous SOC model that pairs **Agent Builder** (the Brain) with **Elastic Workflows** (the Hands) to move beyond manual alert chasing toward AI-assisted operations, where agents reason over data and invoke deterministic workflows for reliable action. Through examples like automated ransomware triage, human-in-the-loop incident coordination, and safe host isolation, it highlights reduced mean-time-to-triage, improved auditability, and scalable response, with the capabilities available as a tech preview.