Process applicationsAugust 10, 2026· 3 min read
Data quality before AI — why pilots fail on master data
An AI pilot promises quick wins and is still stuck months later. The cause is rarely the model, but the data beneath it: inconsistent keys, duplicates, missing units. This article describes why data maturity is the actual project — and when AI honestly does not help.