How ZS democratized secure ad-hoc analytics with Amazon SageMaker
ZS Associates scaled a compliance-hardened SageMaker ML platform to 1,000+ daily active users.
ZS Associates deployed a security-hardened Amazon SageMaker environment serving 1,000+ daily users across 200+ domains in regulated healthcare settings. The architecture uses internet-free mode, multi-tenant domain isolation, and a three-tier IAM role structure to balance developer agility with compliance. This is a vendor case study with solid MLOps detail but no novel AI research or industry-shifting signal.