Our content is a mess — is that a blocker?

Waiting for a clean estate means never starting. What matters is not cleanliness but knowing what is there: which categories exist, where sensitive material sits, what is duplicated, what is superseded, what nobody has touched in a decade.

Centralpoint characterizes during ingestion. Data Transfer draws from the source systems, Data Cleaner evaluates against the organization's dictionary, and taxonomy assignment places records in a structure the business recognizes. Duplication and superseded material surface when they are cheapest to resolve — before they are embedded and start producing contradictory answers.