AI SOC Architecture
Reference architecture for AI-augmented security operations.
What it is
AI SOC architecture designs how AI capabilities — triage, investigation copilots, automation agents — fit into your SOC alongside SIEM, SOAR and EDR. Done deliberately, AI handles volume while humans keep judgement; bolted on carelessly, it adds risk. We architect the integration with governance, data boundaries and fallback paths.
Coverage
- AI opportunity and risk assessment
- Reference architecture and data flows
- Model hosting decisions (private vs cloud)
- Human-in-the-loop design
- Evaluation and rollout plan
How we deliver
- Assess — SOC maturity and AI readiness.
- Design — target architecture with controls.
- Pilot — prove value on one workflow.
- Scale — expand to further use cases.
- Govern — ongoing oversight model.
Outcomes
- Coherent AI + SOC blueprint
- Proven pilot before investment
- Controlled, auditable AI use
- Compounding efficiency gains