# Amazon — How ZS democratized secure ad-hoc analytics with Amazon SageMaker

- Company: Amazon (amazon.com)
- Announced: 2026-09-01T15:47:00+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://aws.amazon.com/blogs/machine-learning/how-zs-democratized-secure-ad-hoc-analytics-with-amazon-sagemaker/
- Record: https://forck.live/items/7258-how-zs-democratized-secure-ad-hoc-analytics-with-amazon-sagemaker
- Subject: Bedrock / Nova

ZS built a security-hardened Amazon SageMaker environment to balance developer agility with strict governance for ad-hoc analytics. The platform serves over 1,000 daily active users across 200+ domains, with features like network isolation, encryption, cost tracking, and governance controls.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/how-zs-democratized-secure-ad-hoc-analytics-with-amazon-sagemaker/:

> In this post, we explore how ZS built a security-hardened Amazon SageMaker environment that balances developer agility with strict governance.

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Record: https://forck.live/items/7258-how-zs-democratized-secure-ad-hoc-analytics-with-amazon-sagemaker
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