AI agents for soc automation & alert triage
Autonomous investigation and disposition of Tier-1 security alerts. 4 options, compared on what they integrate with and how much a person still has to do.
What buyers actually decide on
- Whether code, prompts, or telemetry are used to train vendor models by default (opt-out vs. opt-in vs. never)
- On-prem / VPC / self-hosted deployment availability for regulated or IP-sensitive codebases
- Evidence of real autonomous task completion vs. marketing claims of 'autonomous' or 'AI engineer'
- Depth of integration with existing SCM (GitHub/GitLab), ITSM system of record (ServiceNow, Jira), and IdP (Okta, Entra ID)