Data quality and operational control: the K.IOP blog

Articles on data quality, deduplication, dashboards and AI applied to operations.

Latest articles

The cost of bad data is real but hidden. Learn the three buckets it hides in and a practical framework to measure and recover it.

Affif KADRI · February 20, 2026 · 8 min read

A practical guide to the six data quality dimensions - accuracy, completeness, freshness, consistency, uniqueness, validity - with examples and KPIs.

Affif KADRI · February 11, 2026 · 8 min read

Over 20 years in digital transformation and data, from Lancôme and L’Oréal to Chief Data Officer in Dubai, now General Manager of K.IOP.

K.IOP Team · February 03, 2026 · 4 min read

Definition, the cost of bad data, six dimensions, cleansing methods, KPIs and a five-step action plan. The K.IOP reference guide on data quality.

K.IOP Team · January 15, 2026 · 4 min read