Shadow AI represents ungoverned use of AI tools and AI-powered SaaS outside official IT oversight, with the average cost of a single Shadow AI-related data breach reaching $670,000 in 2026 and 73% of enterprises reporting unsanctioned AI tool usage. The article outlines governance frameworks and best practices to detect, control, and optimize Shadow AI across enterprise environments.