Solution

Batch inference built for offline and large-volume workloads

When the workload cares more about cost, throughput, and callback automation than single-request latency, batch lanes are usually the better operating model.

• Separate offline jobs from interactive traffic so cost controls and latency targets stop fighting each other.
• Use high, low, and fill lanes to match each batch workload to the right cost structure.
• Keep usage, billing, callbacks, and exports aligned so large jobs remain operationally reviewable.