REFERENCE BLUEPRINTSENTERPRISE AI ARCHITECTURE

Blueprint: Batch AI Processing

Batch AI architecture uses queues, worker pools and throughput-oriented model serving for non-interactive workloads.

WHY IT MATTERS

Batch jobs should not compete with latency-sensitive traffic.

ENTERPRISE EXAMPLE

Document summarization jobs run on cheaper queued capacity with retry and checkpoint semantics.

ARCHITECTURE DECISION

Can batch demand starve interactive users?

REMEMBERSeparate throughput workloads from latency workloads.

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