Amazon SageMaker Catalog provides automatic data classification using AI agents

This article announces automated data classification in Amazon SageMaker Catalog, which uses AI agents to suggest business glossary terms during data publishing.

• AI-powered suggestions for standardized business glossary terms during data publishing
• Analyzes table metadata and schema using Amazon Bedrock language models
• Includes sensitive data classifications like PII and PHI recommendations
• Data producers can accept or modify suggestions before publishing
• Improves metadata consistency and data discoverability across organizations
• Available in multiple AWS regions including US, Asia Pacific, and Europe
• Accessible via SageMaker Unified Studio, AWS CLI, or SDKs

SageMaker Catalog's automated classification reduces manual tagging effort while ensuring consistent terminology across organizational data assets.