01
Anonymisation
Every dataset is redacted at source before transfer. Processing combines deterministic pattern matching with model-assisted masking of personal data, protected health information and client identifiers. Identifiers are replaced with irreversible tokens so the structure of a record can remain useful without preserving identity.
A validation pass checks the processed dataset before approved delivery.