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