Why it matters
AI activity can pass through browsers, endpoints, model providers, tools, and agent runtimes. A control plane gives teams a place to set shared governance rules.
How it works
A control plane connects policy and identity decisions to the points where AI traffic or actions run. Its reach depends on the integrations and enforcement points in use.
How Halo approaches it
Halo applies identity, policy, approvals, budgets, and evidence through its model and tool gateways and secure agent runtime, alongside guided browser and endpoint discovery.