Amazon SageMaker now supports batch writes to its Feature Store, replacing the inefficient single-record PutRecord loop. This update eliminates the connection overhead that previously forced high-throughput pipelines to sustain thousands of individual API calls per second. Developers can now ingest massive datasets faster. It is a pragmatic operational fix for enterprise ML pipelines.