Launch Datas · Match and merge

Work out the size before you budget the send.

Every file begins as a brief, not as a search. The file is deduplicated against anything previously supplied to you. The handover includes what was removed, and why it was removed.

Count reconciliation after build

Re-running the figure against the finished extract, so the two cannot drift apart unnoticed.

Honest residue

The portion we could not verify, reported as unverified rather than as clean.

Classification check

Verifying categories against the underlying description rather than trusting a label applied upstream.

We would rather talk about criteria than volumes.