Provide Alternative

• shadow-ai: Unauthorized or undiscovered AI projects within corporate environments, as highlighted by ibm’s jeff-crume, posing significant risks due to unsanctioned use of generative-ai.
• shadow-ai management requires proactive strategies to identify and govern unsanctioned AI instances across organizational workflows.
• ibm emphasizes that employee-driven AI adoption often outpaces governance frameworks, creating hidden operational vulnerabilities.

2026 04 14 IBM Shadow ai