[003] GLOSSARY

Data normalization

Standardize invoice numbers, vendor names, dates, and tax fields before matching.

29 May 2026

Definition

Data normalization is the process of standardizing invoice numbers, vendor names, dates, and tax fields before matching.

Why it matters

Normalization reduces false mismatches and improves matching accuracy across different source exports.

Example

Removing punctuation and prefixes from invoice numbers before comparing books and portal rows.

Common mistake

Starting the match before the input fields are standardized.

Invoice normalization
Column mapping
Invoice matching

Frequently asked questions

Why normalize data before matching?: Normalization removes formatting noise so the engine compares like-for-like values instead of raw strings.
Does normalization change the underlying invoice?: No. It standardizes the comparison fields while preserving the original source data for audit purposes.