AWS SageMaker AI governance

Model Cards, Model Dashboard and Role Manager give AWS ML teams model documentation, risk ratings and least-privilege access in one account.

HQ US Model assurance

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Every value links the vendor page it came from. “Documented” means the vendor describes support for that framework. Evidence rules.

Facts

Source per value
Platform type Platform type by the product’s main focus; many products span several.
Model assurance 1
EU AI Act Documented: the vendor’s product pages describe templates, control mappings, assessments or evidence for the EU AI Act.
Not published
ISO 42001 Documented: the vendor’s product pages describe templates, control mappings, assessments or evidence for ISO/IEC 42001.
Not published
NIST AI RMF Documented: the vendor’s product pages describe templates, control mappings, assessments or evidence for the NIST AI RMF.
Not published
Deployment Hosting options the vendor publishes for the product.
SaaS 2
Pricing model Published billing basis or custom-quote offer. Amounts and plan scope are in the pricing notes.
Pay per AWS service used 3
AI inventory The product keeps a register of AI systems, agents, use cases or models.
Yes 1
Governance workflow A sourced description of review, assessment, policy or validation functionality.
Model Cards record intended uses, risk ratings, training details and evaluation results 1
Evidence output Documents, audit records, reports or traceability the product produces or maintains.
Audit Manager generative AI best practices framework v2 collects evidence for Bedrock and SageMaker AI 2
Integrations Named supported integrations or interfaces, as stated on the cited product or documentation page.
Amazon Bedrock; Amazon SageMaker AI; AWS Audit Manager; IAM 2
Vendor assurance Certificates and audit reports the vendor publishes for itself. SOC 2 is an audit report; ISO standards are certifications.
ISO/IEC 42001 accredited certification for Amazon Bedrock, Amazon Q Business, Amazon Textract and Amazon Transcribe (November 2024) 4
Scope & pricing notes Plan scope, availability and billing details from the vendor’s pricing and product pages.
AWS Audit Manager is closed to new customers; existing customers keep the service. 2
Technical monitoring Technical monitoring of models and AI workloads, separate from compliance task tracking.
Model Dashboard: one view of every model in the account 1

Sources

  1. AWS: SageMaker model governance accessed 2026-11-11
  2. AWS Audit Manager: generative AI best practices framework v2 accessed 2026-11-11
  3. Amazon SageMaker pricing accessed 2026-11-11
  4. AWS achieves ISO/IEC 42001:2023 accredited certification accessed 2026-11-11
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