Tailscale rolled out new features for its Aperture platform, a layer that lets IT teams govern AI usage across shifting models and tools. The move addresses the so‑called shadow AI problem, where employees deploy unapproved models on personal accounts and internal systems without visibility. Aperture promises a unified, secure touchpoint for corporate AI.

Recent research cited by Tailscale shows that 64% of work‑related activity occurs on free or personal AI accounts, while other studies report that companies run nearly 70% of generative tools without proper licensing. This blind spot lets data slip into unmanaged environments, exposing firms to compliance and security risks.

Aperture delivers a browser‑based chat interface that lets workers switch between approved LLM providers, and universal data connectors that pull internal documents without each team building its own integration. Identity preservation flows through Tailscale, keeping permissions intact across the agent lifecycle.

By keeping the AI stack modular and sandboxing agents, Aperture eliminates vendor lock‑in while giving IT a stable layer for identity, access, and control. The result is a single pane of glass that lets enterprises update tools without losing track of who does what or where data resides.