Record management
Duplicates gone before you ever see them.
A job starts by establishing what the finished file must be able to do. Fields are filled only where a source supports them. The result is auditable line by line.
Feasibility counts
How many records meet your criteria, with the criteria written out so the number can be checked.
Header verification
Confirming the column order matches the specification before the file is sent.
Geography resolution
Working out which location a record belongs to when it carries several addresses.