Can clients see exactly what enrichment did to a record?

Yes. Every record has a provenance view showing every enrichment applied to it, the rule or model responsible, the timestamp, and the confidence. This is the same lineage view available for aggregation, and it makes enrichment fully transparent rather than a black box.

Oxcyon Centralpoint AI Governance provides organizations with a governed framework for managing Can clients see exactly what enrichment did to a record 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 safely at