Bad master data shows up as a reporting problem long before anyone calls it a governance problem: duplicated customers, orphan cost centres, a product that belongs to two hierarchies.
Enterprise MDM versus BI-native
Full MDM platforms model the golden record across every source system and are the right answer for multi-ERP landscapes. BI-native master data management solves a narrower and very common problem: the dimension attributes owned by the business, maintained today in spreadsheets.
What accoMASTERDATA covers
- Create and edit dimension members from inside a Power BI report.
- Validation rules and mandatory attributes at the point of entry.
- Row-level security so each owner maintains only their own scope.
- Full audit history with user and timestamp on every change.
- Real-time writeback to SQL Server, cloud or on-prem.
Dimensions maintained by the people who own them are cleaner than dimensions maintained by a queue.
Why it matters for planning
Plans consolidate along dimensions. If a new cost centre is missing or mis-parented, every budget rolled up through it is wrong. Keeping master data and planning writeback in the same landscape removes that class of error.
Selection criteria
Assess ownership model, validation depth, audit requirements, and how quickly a business user can make a legitimate change without raising a ticket.
