Master data that agrees everywhere it's copied — and has an owner when it doesn't
Vendor, material, G/L account, cost center, and profit center masters are copied from SAP S/4HANA into warehouses, lakehouses, and planning tools, and every downstream number inherits their errors. Pinnova BDS proves each copy still matches the master, audits the master itself for duplicates and gaps, and hands every break to the person accountable for it.
Master data is where cross-system trust breaks first
- The vendor master in S/4HANA and its copy in Snowflake drifted apart weeks ago, and nobody noticed until spend by supplier stopped adding up.
- One supplier exists under three vendor numbers, so duplicate invoices slip through and supplier concentration reads a third of what it is.
- Materials with no material group hide spend from every category report, and a stale corporate-group key on the vendor master makes dependency risk simply wrong.
- When the cost center hierarchy in the warehouse disagrees with SAP, nobody can say who owns the fix.
Prove the copy matches the master, then audit the master
- Every master table reconciled between S/4HANA and its downstream copies — on any of eight database platforms — within tolerance, down to the mismatched row.
- Vendor and material masters audited for duplicates, incomplete records, uncategorized spend, and unit-of-measure drift, returned as a ranked correction worklist.
- Corporate-family groupings on the vendor master checked against GLEIF and SEC EDGAR reference data you load locally — nothing leaves your network.
- Each master registered as a data product with a named technical and business owner, so every break lands with a person, not a queue.
The SAP masters we start with
Enterprise subscribers get nine ready-to-deploy S/4HANA reference data models for master data, so each master is a governed data entity on day one.
How each discipline applies to master data
| Pillar | What it looks like for Master Data |
|---|---|
| Productize | Register "Vendor Master" or "Material Master" as a data product with a named technical and business owner, mapped to its governed entity — the S/4HANA table or the reference model over it. |
| Inventory | Map the master in SAP HANA and each downstream copy in SQL Server, PostgreSQL, Oracle, Snowflake, Databricks, DB2, or MySQL to its connection, schema, and object, with a connectivity test before anything runs. |
| Profile | Capture row counts and the full column schema of every master, with downloadable samples, and compare schemas pairwise to catch a column that changed shape in one copy only. |
| Validate | Reconcile the S/4HANA master against its warehouse copy — record counts and checksums within tolerance — and drill down to the vendors, materials, or cost centers that differ, exported as CSV. |
| Monitor | Track quality score and runtime per master run over run, and alert the responsible owner the moment a copy drifts, escalating to the accountable owner on repeated failure. |
| Publish | Publish the trusted master views to registered Power BI dashboards — the archive ships a Master Data project — each with a named owner and a personal "My Data Products" view. |
| Analyze | Run the vendor and material master data quality skills — duplicates, incomplete or blocked records, uncategorized spend, unit-of-measure consistency, corporate-family coverage, and the external hierarchy reconcile — and get a completeness scorecard plus a correction worklist. |
Not a master data management tool — the proof that yours is working
Pinnova BDS does not merge records, build golden records, or run stewardship workflows. That is what SAP Master Data Governance and similar tools are for. Pinnova BDS sits beside them: it proves every downstream copy still matches the governed master, audits the master for the duplicates and gaps that governance missed, and gives the steward a ranked worklist with a named owner on every line.
Every other number inherits the master
Spend by supplier, category spend, three-way match, inventory valuation, and cost center reporting all roll up on master data keys. A duplicate vendor splits spend, a blank material group hides it, and a stale hierarchy misstates it. Fixing the master first is what makes the Finance and Supply Chain reconciliations trustworthy.
Prove your master data agrees
Download the free tier and reconcile your first vendor, material, or cost center master — up to 3 data products, free, entirely inside your firewall.