Insights

Evidence-based guidance for reliable FMCG SKU data.

Attribute parsing, taxonomy evidence and product comparability controls before data reaches BI, RGM or PIM.

Data quality · 8 min read

Why small SKU data issues create large reporting errors in FMCG

How inconsistent product titles and unsafe mappings distort BI, market-share reporting and RGM decisions.

Read article →

Attribute extraction · 10 min read

How to extract attributes from FMCG product titles: from SKU text to a structured catalog

From free-text SKU strings to category, brand, pack, size and product claims — with controlled confidence.

Read article →

Audit checklist · 9 min read

FMCG catalog audit before BI, PIM or RGM: a practical checklist

A step-by-step review of attributes, taxonomies and SKU matches before analytics or master-data use.

Read article →

Audit SKU quality and comparability on a real file.

Send an Excel or CSV sample and receive a written diagnostic of visible issues and correction priorities.

Request the snapshot →