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 and alerts investigated keeps widening.
As a result, threats that should be caught get missed. Detection tools fire as designed. What SOCs lack is the time to follow up on everything those tools catch. This is the gap that AI SOC agents were built to close.
What Is an AI SOC Agent?
An AI SOC agent is an autonomous software system that does the threat investigation work otherwise done by a human. This is the painstaking, manual work of investigations: querying tools, collecting evidence across multiple telemetries, correlating context.
According to Prophet Security, a...
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