shadow-ai-discovery

What problem does it solve?

This Skill helps security and compliance teams discover unapproved AI tools being used across the organization, so they can understand exposure and respond before policy or data risk grows.

Core Features & Use Cases

• Organization-wide Discovery: Scans GitHub repositories, Slack workspaces, and SSO or network signals for shadow AI indicators.
• Risk Classification: Scores each finding by risk level, data exposure, user count, business value, and compliance impact.
• Remediation Planning: Recommends whether to approve, restrict, replace, or block each tool and produces communication templates for affected users.
• Use Case: A security team wants to audit personal AI accounts, hidden repo configs, and unauthorized Slack bots before a compliance review.

Quick Start

Ask for a shadow AI audit using your approved tool list, organization details, and available GitHub, Slack, and SSO signals to generate an inventory and remediation plan.