Monitor AI Security Governance in Real Time
Build a dashboard that tracks AI security controls, threat events, and compliance readiness for leadership.
AI Security Governance Dashboard
Threat & Incident Analytics: Event volume, severity, resolution times,
Compliance Status: Alignment with security frameworks (ISO 27001, NIST CSF, SOC2) and regulatory requirements.
Remediation Tracking: Open findings, SLA performance, and risk acceptance decisions.
Data Integration & Quality
Integrate security tooling (SIEM, SOAR, vulnerability management), governance systems, and incident platforms.
Maintain data quality with normalization, deduplication, and metadata tagging for auditability.
Frequently asked questions
What is the purpose of embedding dashboards into security operations meetings, risk committees, and board reporting?
Embed dashboards into security operations meetings, risk committees, and board reporting.
How should training and documentation be utilized to ensure consistent metric interpretation across teams?
Training and documentation should be provided to all team members so they can consistently interpret the metrics displayed in the simulator, leading to a shared understanding of key risks and vulnerabilities.
What is a security control catalog and how does it relate to governance frameworks?
A security control catalog is a comprehensive list of security measures implemented within an organization. Mapping these controls to relevant governance frameworks helps ensure compliance and effective risk management strategies.
▶ Try it live
Everything above runs in your browser — open Dimensionality Reduction: PCA, t-SNE & UMAP and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.