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What We've Learned Deploying AI SOC Agents in Production

A 30-page guide covering how AI SOC agents work, how to evaluate them, and what teams are seeing after deployment.

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We've worked with security teams across Fortune 500 manufacturing, hyper-growth tech, and complex hybrid environments adopting AI SOC agents.

The same questions keep coming up:

  • How agents actually differ from copilots and SOAR

  • What to focus on during an evaluation

  • How analyst roles change after deployment

  • And whether the economics actually hold up

This guide covers all of it in one place: agent architecture, a practical evaluation framework, implementation, and real results from organizations like Cabinetworks and Zip.

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Previous scaling companies like:

  • Symantec
  • Red Hat
  • Oracle
  • Mandiant
  • Expel