Glyph
A multi-strategy agent system for enterprise data catalogs that uses collaborative LLM agents and stateful graph orchestration to automatically generate column descriptions and assign sensitivity classification labels. The system has been deployed in production environments.
Timeline (last 90 days)
Glyph is a production system used to automatically annotate enterprise data catalogs, handling two coupled tasks simultaneously: column description generation and column type annotation.
Glyph models column description generation and column type annotation as collaborative LLM agents and orchestrates them in the form of a stateful graph.
The Descriptor component in Glyph anchors the column description generation process to the source code of the pipeline that produced the column.
Glyph models the classification task as a mapping to nodes within a predefined ontology, and its output can be directly integrated with an enterprise's existing data governance toolchain.
Glyph's specific evaluation metrics, accuracy figures, and comparisons with baseline methods have not been fully presented in currently available materials.
All Facts (5)
Glyph is a production system used to automatically annotate enterprise data catalogs, handling two coupled tasks simultaneously: column description generation and column type annotation.
50%UnverifiedGlyph models column description generation and column type annotation as collaborative LLM agents and orchestrates them in the form of a stateful graph.
50%UnverifiedThe Descriptor component in Glyph anchors the column description generation process to the source code of the pipeline that produced the column.
50%UnverifiedGlyph models the classification task as a mapping to nodes within a predefined ontology, and its output can be directly integrated with an enterprise's existing data governance toolchain.
50%UnverifiedGlyph's specific evaluation metrics, accuracy figures, and comparisons with baseline methods have not been fully presented in currently available materials.
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