Outreach Datas

We would rather report a gap than pad around it.

A requirement arrives in words and leaves as criteria. Fields that are frequently empty are reported as such rather than quietly filled. The file is built to be used, not to be impressive.

Field population report

A per-column statement of how much is filled, delivered with the file rather than on request.

Delta reporting

On a refresh, naming the records that joined, left or changed since the last version.

Count reconciliation after build

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

Ask for a sample first. It is the quickest way to find out whether this is useful.