Tailscale Adds New Controls to Aperture Platform to Combat Shadow AI

Tailscale announced new capabilities for its Aperture platform on June 16, 2026, to help IT teams manage enterprise AI ^[1].

These updates address the growing risk of "shadow AI," where employees use unauthorized artificial intelligence tools without the knowledge or oversight of their IT departments [1, 3]. By providing a centralized layer of control, the company aims to prevent data leaks and security vulnerabilities associated with fragmented AI adoption [1, 3].

The updated Aperture platform now includes a dedicated chat interface and a suite of data connectors [1, 2]. These tools allow organizations to integrate their own data sources into AI workflows while maintaining visibility into how those tools are utilized across the company ^[2].

To further secure these environments, Tailscale introduced secure sandboxes [1, 2]. These isolated environments allow IT teams to test and deploy new AI models and tools without risking the integrity of the broader corporate network, ensuring that experimental AI does not compromise sensitive systems ^[1].

Based in Toronto, Canada, Tailscale designed these features to create a stable layer for managing AI as models and tools continue to evolve rapidly ^[2]. The platform seeks to bridge the gap between the need for employee productivity and the necessity of corporate security [1, 2].

By unifying the way AI is accessed and monitored, the company intends to move AI usage from the shadows into a governed framework [1, 3]. This approach allows IT administrators to approve specific tools and monitor data flow in real time ^[2].