CSV Finalization
Format Normalization Silo
Deduplication Silo
No
Yes
Format Final CSV
Reorder Columns
Normalize City Case
Clean Whitespace
Phone Number Normalization
Deduplicate Records
Input: Raw CSV Text
Split Text by Lines
Initial Validation
Has Required Fields?
Discard Row
Output: Clean CSV Text