Model trained, evaluated, optimized — now deploy for actual use. SageMaker doesn't offer one inference way. Deployment choice depends on latency, traffic, payload size, cost. Tests frequently ask "pick inference for scenario X." Today covers 4 options and their selection criteria: real-time (low latency), serverless (sporadic traffic), batch transform (offline bulk), asynchronous (large payloads).