Inside Our Edge-Native Inference Runtime

Latency is a feature. When an agent makes dozens of model calls to complete a task, every millisecond compounds. That's why we built Zunbur Cloud as an edge-native runtime from the ground up.

Cold starts measured in milliseconds

Traditional serverless GPU platforms suffer cold starts measured in seconds. Through aggressive snapshotting, warm pools, and a purpose-built scheduler, we bring cold starts under 100 milliseconds — fast enough that users never notice.

Compute that follows your users

Requests are routed to the nearest region with available capacity. Data residency rules are honored automatically, so an EU request stays in the EU without any extra configuration.

Autoscaling that respects budgets

The scheduler scales inference pools up and down with demand, but always within the budgets you set. You get elasticity without surprise bills.

Infrastructure should be invisible. The best compliment we get is that customers forget it's there.