The AISECOPS Operating Model
Every AISECOPS workflow runs through the same five governed stages: Understand, Investigate, Decide, Act, and Report. OSM AI agents execute each stage over shared security context, while your team defines the boundaries — and makes the consequential calls.
Five Stages, One Governed Loop
The operating model is a continuous loop, not a one-time pipeline. Every Report feeds the next Understand cycle, so your security posture improves with each pass.
01 Understand
Agents build and maintain a live model of your environment: assets, identities, applications, exposures, attack paths, and the business processes they support. Nothing is investigated in isolation — every signal is interpreted against what the asset actually means to the business.
Who participates: Base AI Agents maintain the signal; the OSM AI Core maintains the shared context.
02 Investigate
When something changes — a new vulnerability, an alert, an anomaly — agents gather evidence, correlate it with the shared context, and determine whether it is genuinely exploitable or relevant. False positives are filtered here, not by your analysts.
Who participates: AI Pentester validates exploitability; L1 SOC Analyst triages alerts; Software Security Engineer traces code-level root causes.
03 Decide
Agents turn verified findings into prioritized, evidence-backed recommendations: what to fix first, how to contain a threat, where to invest. Recommendations arrive with the reasoning and evidence attached, so decisions take minutes instead of meetings.
Who participates: CISO Assistant frames executive trade-offs; Compliance Manager maps findings to control obligations. Humans approve what matters.
04 Act
Approved actions execute within the boundaries your team defines: containment steps, remediation tickets, configuration changes, code fixes, escalations. High-impact actions always pass through your approval gates before anything touches production.
Who participates: Security Operations Specialist coordinates response; Software Security Engineer prepares fixes; your team owns the boundaries.
05 Report
Every workflow closes the loop with audience-appropriate reporting: technical detail for engineers, posture and trends for security leadership, board-ready narratives for executives, and audit-ready evidence for compliance.
Who participates: CISO Assistant produces executive reporting; Compliance Manager produces audit evidence. Reports feed the next Understand cycle.
An End-to-End Example: Critical Vulnerability to Board Report
- Understand. A new critical CVE is published. Base AI Agents immediately identify which of your assets run the affected component, and the OSM AI Core maps those assets to the business services they support.
- Investigate. The AI Pentester validates whether the vulnerability is actually exploitable in your environment — chaining it against real configurations, not just checking versions. Theoretical risk becomes proven risk (or is dismissed).
- Decide. The finding lands as a prioritized recommendation: exploitability evidence, business impact, affected services, and remediation options. The CISO Assistant frames the trade-offs; your team approves the response plan.
- Act. The Security Operations Specialist coordinates containment and remediation across your tools and teams. The Software Security Engineer prepares the code or dependency fix. Approvals gate every production change.
- Report. Engineers get the technical trail. Leadership gets posture and trend. The board gets a one-paragraph narrative: what happened, what the real exposure was, what was done. Compliance Manager files the audit evidence — and the loop begins again.
See the Operating Model in Action
Explore the security outcomes this operating model delivers across pentesting, SOC, application security, and governance — or watch it run against your own environment.
