SAP Data Quality & Governance
SAP data quality and master data governance: deduplication, cleansing, and governance for customers, vendors, materials, and finance data, so your S/4HANA move starts clean.
What this service covers
- SAP data quality services
- SAP master data cleansing
- SAP deduplication
- SAP master data governance
- MDG
Frequently asked questions
What master data do you work with?
Mainly customers, vendors, materials, and finance data, plus the object-specific data your processes depend on. We profile each object for duplication, completeness, and conformance before any cleansing begins.
How do you deduplicate safely?
With matching and survivorship rules agreed with your data owners, deterministic and fuzzy matching, owner review of edge cases, and full audit trails. Nothing merges without a defensible rule behind it.
Can we fix data quality after migration instead?
You can, but it is far more expensive and disruptive in a live production system. Cleaning before the move means you migrate once, cleanly. Best practice puts 25 to 30% of total migration effort into data preparation for this reason.
Do you set up ongoing governance or clean once?
Both. We can run a one-time remediation, but we recommend pairing it with a governance model so the data stays clean after go-live and you do not repeat the exercise in three years.
How does this connect to the migration itself?
Directly. The cleansing and deduplication decisions become documented transformation rules that the migration reuses, so there is no disconnect between cleanup and the move.
Request the 30-day Analytics Truth Audit to scope this engagement for your environment.