# Amazon — Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components

- Company: Amazon (amazon.com)
- Announced: 2026-08-28T16:20:40+00:00
- Category: capability-change
- Subject: Bedrock / Nova
- Source: https://aws.amazon.com/blogs/machine-learning/spreading-the-load-how-salesforce-met-multi-az-ha-with-sagemaker-inference-components/
- Record: https://forck.live/items/4633-spreading-the-load-how-salesforce-met-multi-az-ha-with-sagemaker-inference

AWS announced the SchedulingConfig parameter for the CreateInferenceComponent API in Amazon SageMaker AI Inference Components, giving customers fine-grained control over IC copy placement across instances and Availability Zones to achieve Multi-AZ high availability. The post describes how Salesforce used this capability to meet their compliance requirements.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/spreading-the-load-how-salesforce-met-multi-az-ha-with-sagemaker-inference-components/:

> AWS introduced the SchedulingConfig parameter in the CreateInferenceComponent API. It gives customers fine-grained control over IC copy placement across instances and AZs.

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Record: https://forck.live/items/4633-spreading-the-load-how-salesforce-met-multi-az-ha-with-sagemaker-inference
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