Master data & governance
A dependable foundation for master data.
Shared quality rules, named ownership and review workflows give master data a foundation you can govern. This area of the platform is still growing.
Governance needs more than a policy document.
Master data has many owners and many consumers. Without shared rules and clear ownership, quality drifts back as soon as a cleanup project ends.
DATAshaper gives governance something concrete to work with: rules everyone can see, issues with a named owner, and changes that are reviewed before they are loaded.
What you can do today, and where it is heading.
Available today
- Shared, configurable quality rules for master data domains
- Issues assigned to named business owners
- Statuses, comments and configurable approval in DATAshaper Studio
- Corrections staged before they are loaded
- Quality scores and trends per domain
Growing
- Further governance and master data management capabilities, described here once their scope is confirmed
We describe planned capabilities only when their scope is confirmed, and label them as planned.
Master data in practice.
Bruker measures quality across customer and vendor, material and equipment master data.
Building a data quality foundation for SAP S/4HANA.
Rules configured, measurements underway
A Material Master migration into SAP, run by its own team.
Migration completed
Questions about governance.
Is DATAshaper an MDM system?
We do not position it as a full MDM suite today. It provides the quality rules, ownership and review workflows that master data governance depends on, and this area is growing.
Which master data domains can we cover?
Rules are configurable, so you decide. Bruker, for example, covers customer and vendor, material and equipment master data.
Ready to take control of your data?
Whether you're preparing for AI, improving data quality or planning an ERP transformation, start with a conversation.
Talk to an expert
Bring a specific challenge and discuss it with someone who has solved it before. Book a time or send a message.
Book a demo
See the platform in a guided session, usually with representative sample data. Book a time or send a message.