Interactive AI Governance Demo

Managing Shadow AI Risk

This mock dashboard explores how organizations can evaluate AI-related risk when employees interact with sensitive or client-related information.

Risk Simulation

Client Data Exposure Risk

Low
Accessibility note: Users can tab to the slider and use the arrow keys to adjust the simulated AI risk level.
Low Moderate High
Current Scenario

General AI Assistance

Employees are using AI tools for brainstorming and summarizing public-facing information without uploading sensitive data.

Why this matters: Organizations may unintentionally expose personal or confidential information when staff use AI tools without governance policies or training.

*This interactive mock dashboard was inspired by themes explored within my graduate capstone research on Shadow AI, governance gaps, and digital trust within mission-driven organizations.

01

Low Risk

Public information, brainstorming, and general writing support with no sensitive data involved.

02

Moderate Risk

Internal operational information is shared without clear governance or review processes.

03

High Risk

Employees upload client records, healthcare information, or confidential data into external AI systems.

Recommended Safeguards

  • AI acceptable use policies
  • Employee awareness training
  • Human review processes
  • Restrictions on sensitive data uploads
  • Clear governance ownership
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