Winfonic · Campaign data

Clean inputs, documented outputs.

A job opens with criteria that can be counted, not adjectives. Names and addresses are folded consistently so comparisons mean something. You get the rules as well as the rows, so the build can be repeated.

Title standardisation

Folding job titles onto a common form while keeping the original text beside it.

Phone formatting

Rendering numbers in a consistent international form, with the original retained.

File assembly

Records drawn together against those criteria, deduplicated, and checked for completeness.

Describe who should be excluded and the rest becomes straightforward.