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, audits the master itself for duplicates and gaps, and hands every break to its accountable owner.
Master data is where cross-system trust breaks first
- The vendor master in S/4HANA and its Snowflake copy drifted apart weeks ago; 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 category reports, and a stale corporate-group key on the vendor master gets dependency risk 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 ten 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 ownership data you load into SAP HANA yourself — an optional Reference Data Models KPI view, so 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.
Where the platform does the most for master data
The disciplines that look different for master data. The rest work the same in every domain: see the platform.
| Pillar | What it looks like for Master Data |
|---|---|
| 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. |
| Analyze | Deploy the vendor and material master data quality KPI views from the Reference Data Models (Enterprise) on SAP HANA: duplicates, incomplete or blocked records, uncategorized spend, unit-of-measure consistency, and corporate-family coverage — and, once you load GLEIF and SEC EDGAR ownership data, an optional view that checks each corporate family against real ownership. Each view returns a completeness scorecard or a correction worklist that any tool reads, and Pinnova BDS profiles, validates, and governs like any other data. |
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 — SAP Master Data Governance and similar tools do that. Pinnova BDS sits beside them: it proves every downstream copy still matches the governed master, audits the master for duplicates and gaps 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.