In regulated industries, precise master data management throughout the product lifecycle is critical for meeting regulatory requirements.
After mergers and acquisitions, different systems use various terminologies for managing, searching, and communicating master data.
Without clean, consistent master data, advanced analytics and AI initiatives cannot deliver reliable insights.
We analyze your current MDM status and recommend concrete measures to efficiently improve master data quality.
Together, we develop an MDM strategy aligned with your business objectives, market characteristics, and regulatory requirements.
We help you build robust processes for managing and maintaining your master data, including adaptation to regulatory changes and new standards.
We guide you in establishing a sustainable MDM organization including necessary roles and resilient governance structures.
Together we develop structures and measures to ensure data quality sustainably, including unified KPIs, criteria, and standards.
We support you in creating a unified data foundation using efficient implementation methods with SAP MDG, Data Services, and DQM.
Strengthen adherence to cGxP compliance standards, minimize risks, and ensure data integrity throughout the entire product lifecycle.
Enable more informed decisions through data-driven analytics with improved and easily accessible master data.
Ensure your master data is accurate, consistent, and complete across all locations and business units.
Create the foundation for advanced Data Analytics and AI applications with high-quality, harmonized master data.
Simplified and accelerated processes through better data quality, reducing operational friction and costs.
Better prepared to exchange information with other departments, authorities, or external partners.
Analyze current state, identify stakeholders, and define success metrics
Develop MDM strategy aligned with business goals and regulatory needs
Configure SAP MDG, establish governance, migrate and cleanse data
Go-live support, continuous improvement, and quality monitoring
Master Data Governance ensures that your critical business data—customers, products, suppliers, materials—is accurate, consistent, and complete across all systems. In regulated industries, poor data quality can lead to compliance failures, financial losses, and stalled digital transformation initiatives.
SAP MDG is a native SAP solution that provides seamless integration with S/4HANA and other SAP systems. It offers pre-built workflows, data quality rules, and governance processes specifically designed for enterprise-scale master data management with strong compliance capabilities.
Implementation timelines vary based on scope and complexity. A focused single-domain implementation (e.g., Material or Customer master) typically takes 3-6 months. Enterprise-wide, multi-domain implementations may span 12-18 months, usually delivered in phases.
Organizations typically see ROI through reduced data errors (40-60% improvement), faster time-to-market for new products, decreased compliance risk, and significant operational efficiencies. Many clients report breakeven within 12-18 months of go-live.
We follow a structured approach: data profiling and assessment, cleansing and standardization, validation against business rules, and phased migration with rollback capabilities. We use SAP Data Services and specialized tools to ensure data integrity.
Absolutely. Post-merger scenarios are one of our core specialties. We help consolidate multiple systems with different terminologies into a unified master data model, establishing single sources of truth for each data domain.
