Rule-based approach for master data quality

A clearly structured, rule-based approach ensures sustainable master data quality — from modelling to operation. Our methodology combines clean data model design with automated test rules, clear responsibilities and measurable quality assurance — seamlessly integrated into SAP S/4HANA & IS-U.

Our services include

Data modeling & domain design

Consistent entities, attributes, and relationships with unique key concepts, code lists, and naming conventions.

Rules & Validation

Central business and plausibility rules (mandatory fields, duplicates, value ranges) as a machine-readable set of rules — versioned and auditable.

process integration

Embedding of testing and approval steps into end-to-end processes (e.g. new creation/change) including Fiori apps, APIs and workflow management.

Quality monitoring & KPIs

DQ dashboards, scorecards, and root cause analyses with automatic alerting for quick corrections.

Operations & Governance

Clear roles (data owner/stewards), RACI matrix, change management, and compliance/audit evidence.

Stammdatenqualität

Use & benefits

Our method is suitable for greenfield introductions, migrations, process harmonization and regulatory scenarios in the energy industry. Through close integration with SAP standards and consistent automation, you reduce manual rework, avoid system failures and create a reliable database for analytics, billing and market communication.

Economic added value

Our customers benefit from measurably higher data quality, lower operating costs and — thanks to fewer process errors — significantly shorter processing times. Typical results: fewer duplicates and incorrect bookings, faster master data onboardings, better first-time right rates and transparent, audit-proof data governance.

Fordern Sie unsere Expertise an

Nutzen Sie praxiserprobte Beratung und Lösungen, die mit Leidenschaft und Expertise Ihre IT- und Energiewirtschaft zukunftsfähig machen. Beauftragen Sie UTILIGENCE und erzielen Sie messbare Ergebnisse – effizient, skalierbar und passgenau für Ihre Anforderungen.

Welche SAP-Schwerpunkte und Module (z. B. S/4HANA, IS-U/US4G) deckt UTILIGENCE ab?
Wie unterstützt UTILIGENCE die S/4HANA-Transformation – Greenfield, Brownfield oder Selective Data Transition?
Wie stellt UTILIGENCE Datenqualität, Systemintegration und Compliance (z. B. MaKo-Prozesse) sicher?
Welche Leistungen bietet UTILIGENCE nach dem Go-live: Support, Monitoring, Schulungen und Weiterentwicklung?

Weitere Stammdatenqualität Leistungen