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How ZS democratized secure ad-hoc analytics with Amazon SageMaker
ZS Associates built a security‑hardened Amazon SageMaker Studio environment that grants developers ad‑hoc analytics access while meeting strict compliance standards for regulated industries, such as h
ZS Associates built a security‑hardened Amazon SageMaker Studio environment that grants developers ad‑hoc analytics access while meeting strict compliance standards for regulated industries, such as healthcare. The solution runs in internet‑free mode with VPC endpoints, integrates JFrog Artifactory for secure package management, and employs a multi‑tenant architecture using separate SageMaker domains and isolated EFS volumes—supporting more than 1,000 daily active users across over 200 domains.
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Source: AWS ML Blog | 2026-09-01