Practice Area Scoping GuideISO/IEC 42001 (Artificial Intelligence Management System)EU Artificial Intelligence Act (Risk-Based Requirements)NIST AI RMF 1.0
SecOps & AI Governance Integration
Security Operations Centers (SOCs) need visibility into AI system activities, agent tool executions, and model safety alerts. AgentClad Security assists organizations in establishing AI SecOps capabilities—configuring structured telemetry, SIEM integration for agent logs, incident playbooks for AI compromise, and compliance mappings for ISO 42001 and the EU AI Act.
Technical Scoping Activities
- AI audit log and telemetry architecture design
- SIEM / SOAR rule development for prompt injection and tool abuse detection
- AI Incident Response Playbook creation (model isolation, guardrail trip handling)
- Governance gap analysis against ISO/IEC 42001 & NIST AI RMF
- Shadow AI discovery strategy and unauthorized API monitoring
Concrete Eng Deliverables
- AI SecOps Telemetry & Logging ArchitectureArtifact Label: [Sample Audit Artifact] - Specification for structured log schemas across model inputs, tool calls, and outputs.
- AI Incident Response Playbook & RunbooksArtifact Label: [Sample Audit Artifact] - Actionable playbooks for containing compromised agents, revoked tools, and prompt injection spikes.
- AI Governance & Compliance Gap AssessmentArtifact Label: [Sample Audit Artifact] - Mapping of existing security controls against ISO/IEC 42001 and EU AI Act requirements.
Engagement RACI & Prerequisites
- Assess current SecOps infrastructure and logging capabilities.
- Author custom SIEM detection rules and IR playbooks for AI threats.
- Map security controls to international governance standards.
Explicit Engagement Exclusions
- Formal accredited ISO 42001 registrar certification audits.
Practice Area FAQs
Does AI SecOps require installing invasive agent monitoring software?
No, we leverage structured API gateway logs, proxy events, and existing SIEM collectors to capture necessary security telemetry without impacting model latency.
Schedule a Technical Scoping Session for SecOps & AI Governance Integration
Discuss your system architecture, deployment timeline, and compliance targets directly with our AI security engineers.