Pioneers Data · Column standards

The file is the campaign.

The brief sets the boundaries; everything downstream inherits them. Matching produces confident pairs and probable ones, and only the first are treated as matches. The limits of what exists are named rather than glossed over.

Gap reporting

What is missing from a universe, named rather than rounded away.

Jurisdiction split

Separating records by the rules that apply where the person is, not where the file was built.

Intake review

Reading an existing file and reporting what is wrong with it before any work is proposed.

Point us at the gap and we will scope it properly before quoting anything.