kapynResearch

Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs

Glyph is a multi-agent LLM system for automating enterprise data catalog documentation. It frames column description generation and sensitivity tagging as cooperating LLM agents orchestrated as stateful graphs. The system grounds generation in pipeline source code retrieved on demand, reducing documentation debt for enterprise data lakes.

Apple ML Research·Sep 16, 2026

Opening Kapyn…