AI Risk Communication Dashboard

Track AI Risk Messaging with Data-Driven Insight

Build a dashboard that visualizes risk communication performance, stakeholder sentiment, and follow-up actions for AI programs.

Engagement Overview: Views of reach, open rates, and click-through by

Sentiment & Feedback: Surveys, social listening, and stakeholder sentiment trends.

Action Tracking: Follow-up tasks, escalations, and SLA adherence.

live demo · related simulation● LIVE

Compliance metrics: message approvals, documentation completeness, and

Align metrics with governance communication objectives and risk appetite statements.

Data Integration & Quality

Frequently asked questions

What is the purpose of Operations & Adoption?

Operations & Adoption

How should dashboard owners be assigned to ensure data accuracy and effectiveness?

Dashboard owners are responsible for maintaining the integrity of the data displayed, suggesting improvements to the dashboards, and ensuring that key stakeholders have access to and understand the information presented. This ensures a proactive approach to data quality and user engagement.

How can dashboard usage be integrated into existing governance processes?

Dashboard utilization should be incorporated into regular governance meetings, executive reports, and post-incident analyses to promote accountability and informed decision-making based on the data.

Where can feedback regarding new views and metrics be submitted?

Feedback loops are designed to collect requests for new visualizations, additional metrics, or enhanced storytelling capabilities within the system, allowing for continuous improvement and adaptation to user needs.

▶ 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.

▶ Open Dimensionality Reduction: PCA, t-SNE & UMAP simulation