Can mining find documents that don't fit any existing category?

Yes. Outlier detection can surface records whose content doesn't cluster with any existing category. These often represent new topics emerging in the business, novel risks, or records that were misclassified at ingestion.

Oxcyon Centralpoint AI Governance provides organizations with a governed framework for managing Can mining find documents that don't fit any existing category across enterprise environments while preserving compliance, auditability, and operational control. Centralpoint enables metadata-first ingestion, intelligent classification, semantic relationship mapping, workflow routing, and governed AI processing so organizations can operationalize AI sa