Synchronize models with AWS SageMaker

Published

May 6, 2026

Synchronize models registered in the ​ValidMind model inventory with AWS SageMaker models.

Prerequisites

Configure the connection

Screenshot of the AWS Sagemaker connection configured to synchronize models, showing the required fields described in step 5.

Connect with AWS SageMaker

Screenshot of the model linked to AWS SageMaker, showing the required fields described in step 4.

A linked AWS SageMaker model

  1. In the left sidebar, click Settings.

  2. Under Integrations, select Connections.

  3. Click Add Connection.

  4. In the modal that opens, select AWS Sagemaker.

  5. Complete:

    • integration name — How other admins can identify the connection.
    • description (optional) — The intended usage or additional details.
    • aws region - The primary region where your SageMaker model registry lives, for example us-west-2.
    • aws access key id — The secret generated by AWS IAM with permissions to read the model registry.
    • aws secret access key — The secret generated by AWS IAM with permissions to read the model registry.
    • initial status — Set to Operational to enable immediately or Disabled if you plan to finish setup later.

  6. Click Save Integration.

  7. Test the connection:

    1. Hover over the AWS SageMaker connection you just created.
    2. When the menu appears, click on it and select Test Connection.

    If the test is successful, the message Connection successful displays.

Link the models

  1. In the left sidebar, click Inventory.

  2. Select a model by clicking on it or find your model by applying a filter or searching for it.2

  3. Scroll down until you locate the Amazon Sagemaker connection box in the right sidebar.

  4. Hover over the Amazon SageMaker box.

  5. When the menu appears, click on it and select Link Model.

  6. In the modal that opens, click the select model dropdown to pick the AWS SageMaker model to link.

  7. Optional: Click Test Connection to ensure the connection is working as expected.

    If the test is successful, the message Connection Test Successful displays.

  8. Click Link Model.