Mailing Field

Duplicates gone before you ever see them.

A build begins with the question nobody enjoys: who is excluded? Standardisation happens before matching, never the other way round. The result is auditable line by line.

Entity resolution

Collapsing several records describing one organisation into a single row, with the reasoning kept rather than discarded.

Manual review queue

Setting aside the cases a rule cannot settle, for somebody to look at.

Syntax screening

Removing malformed and obviously generated addresses before anything is paid to check them.

Send a sample and we will tell you what we would change about it.