Crossary

Crossary is AI software that automates source-to-target field mapping. The software transforms specifications into implementation-ready mapping workbooks by proposing field mappings with verbatim source quotes and confidence levels. When evidence is insufficient, Crossary abstains and flags gaps for human review. The platform supports formats including Excel, JSON, XML, PDF, CSV, XSD, SQL, and YAML. Each mapping includes the target field, proposed source field, mapping type, confidence rating, verbatim evidence, and detailed reasoning. Deterministic checks validate structural and cardinality issues without AI. Exported workbooks can be edited in Excel, Google Sheets, or Numbers and re-imported with notes intact. A mapping memory feature stores approved field-pairs to accelerate future integrations. Data is processed securely, deleted after use, and never used to train shared models.