ASMR Uses a Two-Agent Framework to Auto-Discover Schemas From Historical Reports

arXiv·medium signal

Given collections of historical maintenance and operational reports across many form types, ASMR automatically discovers compact, informative schemas capturing each report type's essential information requirements. It splits the work between a Field Generation Agent that extracts semantic concepts from narratives and a second agent that consolidates them into schemas. A useful pattern for turning unstructured document archives into structured data contracts without hand-authoring every field.