SecureOps Architecture
Runtime Architecture
A conceptual overview of how SecureOps collects signals, evaluates controls, detects violations, orchestrates responses, and generates evidence.
The SecureOps architecture operates as a continuous loop: collecting signals from monitored systems, evaluating them against control objectives, detecting violations, orchestrating appropriate responses, and generating audit-ready evidence. Each layer builds on the previous, creating a complete operational security capability.
Telemetry Collection
Signals are collected from AI systems, identity providers, cloud infrastructure, and applications within the defined engagement scope.
- AI runtime signals (prompts, responses, tool invocations)
- Identity and access management events
- Cloud provider audit logs and configuration state
- Application logs and security events
- Network flow and boundary crossing data
Control Evaluation Engine
Collected signals are evaluated against defined control objectives and expected behaviors to determine compliance state.
- Control objective definitions from the framework
- Expected behavior specifications
- Threshold and baseline configurations
- Scope and boundary definitions
- Exception and waiver registrations
Detection Logic
Violations and anomalies are identified using a combination of deterministic rules, statistical analysis, and behavioral pattern recognition.
- Rule-based detection for known violation patterns
- Statistical deviation from established baselines
- Behavioral analysis for anomaly identification
- Correlation across multiple signal sources
- Contextual enrichment for accurate classification
Response Orchestration
Detected violations trigger appropriate response actions based on severity, enforcement mode, and defined automation boundaries.
- Severity-based response routing
- Enforcement mode evaluation (Observe, Assist, Auto-enforce)
- Human-in-the-loop notification and approval workflows
- Automated containment and remediation actions
- Escalation to defined stakeholders
Evidence Generation
All evaluations, detections, and responses are recorded as structured evidence mapped to controls, findings, and standards.
- Timestamped event records with full context
- Control-to-evidence mapping
- Finding documentation with supporting data
- Response action audit trail
- Standards mapping (SOC 2, ISO 27001, NIST)
Design Principles
Architecture Principles
Core principles that guide the SecureOps architecture design.
Scope-Bounded
All telemetry collection and enforcement operates strictly within defined engagement scope and boundaries.
Human Oversight
Critical decisions maintain human-in-the-loop safeguards. Automation assists but does not replace judgment.
Continuous Operation
Evaluation and detection occur continuously, not at point-in-time intervals.
Evidence-First
Every action generates structured evidence suitable for audit and compliance purposes.
Framework-Aligned
All controls and detections map directly to existing framework control objectives.
Fail-Safe
System failures default to safe states with appropriate alerting and escalation.