Serve inside the boundary you already own.

Public endpoints are blocked by privacy, residency, or policy — yet the team still needs reliable inference for a production workload.

Design private or on-prem serving as a first-class path: same evaluation discipline, infrastructure that fits existing owners, no retrofit theatre.

Edge entry → private serve zone → model runtime → observability and release controls inside the customer boundary.

Inference that operators can own, with control requirements treated as product constraints — not exceptions.