What Are AI SOC Agents? Use Cases, Architecture, and the Leading Vendors

The Alert Volume Problem That Created This Category The SANS 2025 Global SOC Survey found that 85% of SOCs trigger incident response primarily from endpoint alerts, while 42% admit to ingesting all data into their SIEM with no structured plan for retrieval or analysis. Volume has outpaced human capacity, and the gap between alerts fired [...]