Bifrost Edge

TL;DR * Enterprise AI governance has two gaps: shallow controls on provisioned LLM and MCP traffic, and no coverage at all for the AI tools employees run on their own machines. * Bifrost, the AI gateway, closes the first gap with virtual keys, guardrails, MCP authentication, tool filtering, request logs, and

AI agents call tools, touch sensitive data, and increasingly run on employee laptops. This guide compares five AI agent security platforms and shows how the Bifrost AI gateway and Bifrost Edge apply one set of policies to agent traffic and every machine.

Shadow AI tools discover and govern the AI usage that never passes through an approved control point: browser chat apps, desktop assistants, coding agents, and MCP servers. This guide compares five options for 2026, starting with Bifrost, the AI gateway, paired with Bifrost Edge on every machine.

TL;DR * Shadow MCP is the set of MCP servers employees connect to AI tools without security review, and OWASP lists it as MCP09, "Shadow MCP Servers," in its beta MCP Top 10. * Shadow MCP servers can read local files and call internal APIs with no audit trail,

How CISOs extend AI governance to shadow AI on employee machines, including desktop apps, browser AI and coding agents.

A breakdown of seven shadow AI exposure categories, the control that closes each one, and how to roll them out fleet-wide through MDM.