Articles tagged Data Quality

Bring a problem. Leave with a solution.

The CDQ Data Sharing Community met in Stuttgart in September 2026 to tackle real master data challenges together. Discover how one member’s question becomes a…

Why next generation of enterprises will be data-first, not AI-first

AI is only as good as the foundation supporting it. Discover why forward-thinking enterprises are prioritizing clean, accessible data over AI models to drive…

8 Things CDOs should know about cloud data quality

Migrating to the cloud amplifies existing data quality issues. Without proactive governance, bad data multiplies faster across distributed cloud environments,…

What Is AI-Ready Data?

A Practical Definition (and Checklist) for Enterprise Teams. AI-ready data is not the same as clean data, and that distinction is why so many AI initiatives…

One Call Sign, Two Aircraft: Why Identity Is the Foundation of Every Data Strategy

Data governance has one core job: to keep every object an organisation decides on, a customer, a supplier, a product, uniquely identifiable across systems,…

Stepping out of silo thinking: Henkel’s data quality story

A refreshing look at how Henkel tackles an immensely complex data landscape: candid disussion with master data experts, Sandra Feisel and Stefanie Kraft.