"One thing that we've heard from customers is that, as they're building out end-to-end AI solutions and workflows, oftentimes they want to use a purpose-built tool - a third-party tool - which they really like, and they want it to work really well with their SageMaker development environment. But today, what they have to do is they have to spend time and effort in integrating those third-party tools with the rest of the Sagemaker system," Ankur Mehrotra, the director and GM for SageMaker at AWS, told me.
"Many companies worry about the security implications of using a third-party tool since they don't want their data to be shared with these additional services. With these new AI apps inside of SageMaker, AWS says, all of a company's data will stay within the SageMaker environment."
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