Amazon SageMaker now supports batch writes to its Feature Store, replacing the inefficient single-record PutRecord loop. This update eliminates massive connection overhead for high-throughput pipelines. A fraud-detection system ingesting 10,000 records per second no longer requires 50,000 individual API calls. Practitioners can now scale ingestion pipelines with significantly lower latency and reduced compute costs.