Enterprise MCPs (Model Control Policies)

While the foundational privane.dev engine is open-source, the Enterprise Console provides proprietary fleet management for organizations deploying local AI at scale.

What is an MCP?

A Model Control Policy (MCP) allows IT administrators to restrict which models employees can execute on their local machines.

Because Privane models are downloaded directly to the user’s filesystem (using our BYOM .gguf architecture), there is a risk of employees downloading untrusted, unaligned, or extremely large (70B+) models that cause hardware throttling.

Enforcing a Policy

Using the Enterprise Console, you can push an MCP to all employee machines via MDM.

{
  "policy_name": "Strict-Gemma-Only",
  "allowed_models": [
    "gemma-2b",
    "gemma-7b"
  ],
  "allow_external_gguf": false,
  "max_vram_allocation_mb": 8192
}

If an employee attempts to run privane run llama3, the local client will intercept the command and block the execution based on the active MCP.