The new AI apps within SageMaker will ensure that all of a company's data stays within the SageMaker environment, addressing security concerns associated with using third-party tools. This development is in response to customer feedback for a seamless integration of purpose-built, third-party tools into their SageMaker development environment.
Key takeaways:
- AWS is launching a curated set of AI apps that will be fully managed and secured by the SageMaker team, announced at its annual re:Invent conference.
- These apps are designed to help with tasks like managing experiments, evaluating model quality and security, which previously had to be managed separately from SageMaker.
- Early partners making their applications available in SageMaker include Comet, Deepchecks, Fiddler, and Lakera Guard.
- All of a company’s data will stay within the SageMaker environment with these new AI apps, addressing security concerns of using third-party tools.