Introducing Amazon SageMaker Data and AI Governance
News
AWS has announced Amazon SageMaker Data and AI Governance, a new capability designed to simplify data and AI management across organizations.
- Built on Amazon DataZone, it enables secure discovery and access to data and models
- Uses generative AI to create metadata and enhance semantic search
- Provides a single permission model with fine-grained access controls
- Allows sharing of data, AI models, prompts, and generative AI assets
- Includes built-in model monitoring to detect bias and track feature contributions
The solution aims to accelerate data and AI discovery, improve collaboration, and establish trust in data pipelines and AI projects by making information more accessible and understandable.
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