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Master Data Management — from strategy to go-live

Master Data Management Implementation

Poor data quality costs companies an average of USD 12.9 million per year, according to Gartner. The IBM 1-10-100 Rule shows: prevention costs $1, correction $10, failure $100. ADVISORI implements your MDM systematically — with clear governance, the right tool selection, and measurable ROI.

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Your strategic success starts here

Our clients trust our expertise in digital transformation, compliance, and risk management

30 Minutes • Non-binding • Immediately available

For optimal preparation of your strategy session:

  • Your strategic goals and objectives
  • Desired business outcomes and ROI
  • Steps already taken

Or contact us directly:

info@advisori.de+49 69 913 113-01

Certifications, Partners and more...

ISO 9001 CertifiedISO 27001 CertifiedISO 14001 CertifiedBeyondTrust PartnerBVMW Bundesverband MitgliedMitigant PartnerGoogle PartnerTop 100 InnovatorMicrosoft AzureAmazon Web Services

Why Master Data Management Is Indispensable Today

Why Choose ADVISORI?

  • Deep regulatory and industry expertise
  • Proven track record with leading organizations
  • Practical, implementation-focused approach
  • End-to-end support from assessment to implementation
⚠

Expert Consultation Available

Contact our specialists today for a personalized assessment of your requirements.

ADVISORI in Numbers

11+

Years of Experience

120+

Employees

520+

Projects

Proven, phase-based approach — tailored to your IT landscape and organizational structure.

Our Approach:

"ADVISORI provided exceptional expertise and guidance throughout our project. Their deep understanding of regulatory requirements and practical approach helped us achieve our compliance goals efficiently."
Asan Stefanski

Asan Stefanski

Head of Digital Transformation

Expertise & Experience:

11+ years of experience, Applied Computer Science degree, Strategic planning and management of AI projects, Cyber Security, Secure Software Development, AI

LinkedIn Profile

Our Services

We offer you tailored solutions for your digital transformation

MDM Strategy & Roadmap

Together with you, we develop a tailored master data strategy aligned with your business objectives. From the vision and target architecture to a prioritized implementation roadmap — with clear milestones and business cases.

    Data Governance & Organization

    Master data quality is not an IT issue — it is an organizational responsibility. We establish data ownership models, define roles such as Data Stewards, and create governance frameworks that function effectively in day-to-day operations.

      Tool Selection & Implementation

      We evaluate MDM platforms such as Informatica, SAP MDG, Profisee, or Ataccama on a vendor-independent basis, based on your specific requirements. We then accompany the implementation from configuration through to go-live.

        Data Quality Management

        We analyze your existing data quality, define measurable quality rules, and implement automated validation and cleansing processes. This ensures that your master data continuously meets quality requirements.

          Data Migration & Integration

          When introducing an MDM system, existing data must be migrated and source systems connected. We handle the mapping, cleansing, and technical integration into your existing IT landscape.

            Looking for a complete overview of all our services?

            View Complete Service Overview

            Our Areas of Expertise in Digital Transformation

            Discover our specialized areas of digital transformation

            Digital Strategy

            Development and implementation of AI-supported strategies for your company's digital transformation to secure sustainable competitive advantages.

            ▼
              • Digital Vision & Roadmap
              • Business Model Innovation
              • Digital Value Chain
              • Digital Ecosystems
              • Platform Business Models
            Data Management & Data Governance

            Establish a robust data foundation as the basis for growth and efficiency through strategic data management and comprehensive data governance.

            ▼
              • Data Governance & Data Integration
              • Data Quality Management & Data Aggregation
              • Automated Reporting
              • Test Management
            Digital Maturity

            Precisely determine your digital maturity level, identify potential in industry comparison, and derive targeted measures for your successful digital future.

            ▼
              • Maturity Analysis
              • Benchmark Assessment
              • Technology Radar
              • Transformation Readiness
              • Gap Analysis
            Innovation Management

            Foster a sustainable innovation culture and systematically transform ideas into marketable digital products and services for your competitive advantage.

            ▼
              • Digital Innovation Labs
              • Design Thinking
              • Rapid Prototyping
              • Digital Products & Services
              • Innovation Portfolio
            Technology Consulting

            Maximize the value of your technology investments through expert consulting in the selection, customization, and seamless implementation of optimal software solutions for your business processes.

            ▼
              • Requirements Analysis and Software Selection
              • Customization and Integration of Standard Software
              • Planning and Implementation of Standard Software
            Data Analytics

            Transform your data into strategic capital: From data preparation through Business Intelligence to Advanced Analytics and innovative data products – for measurable business success.

            ▼
              • Data Products
                • Data Product Development
                • Monetization Models
                • Data-as-a-Service
                • API Product Development
                • Data Mesh Architecture
              • Advanced Analytics
                • Predictive Analytics
                • Prescriptive Analytics
                • Real-Time Analytics
                • Big Data Solutions
                • Machine Learning
              • Business Intelligence
                • Self-Service BI
                • Reporting & Dashboards
                • Data Visualization
                • KPI Management
                • Analytics Democratization
              • Data Engineering
                • Data Lake Setup
                • Data Lake Implementation
                • ETL (Extract, Transform, Load)
                • Data Quality Management
                  • DQ Implementation
                  • DQ Audit
                  • DQ Requirements Engineering
                • Master Data Management
                  • Master Data Management Implementation
                  • Master Data Management Health Check
            Process Automation

            Increase efficiency and reduce costs through intelligent automation and optimization of your business processes for maximum productivity.

            ▼
              • Intelligent Automation
                • Process Mining
                • RPA Implementation
                • Cognitive Automation
                • Workflow Automation
                • Smart Operations
            AI & Artificial Intelligence

            Leverage the potential of AI safely and in regulatory compliance, from strategy through security to compliance.

            ▼
              • Securing AI Systems
              • Adversarial AI Attacks
              • Building Internal AI Competencies
              • Azure OpenAI Security
              • AI Security Consulting
              • Data Poisoning AI
              • Data Integration For AI
              • Preventing Data Leaks Through LLMs
              • Data Security For AI
              • Data Protection In AI
              • Data Protection For AI
              • Data Strategy For AI
              • Deployment Of AI Models
              • GDPR For AI
              • GDPR-Compliant AI Solutions
              • Explainable AI
              • EU AI Act
              • Explainable AI
              • Risks From AI
              • AI Use Case Identification
              • AI Consulting
              • AI Image Recognition
              • AI Chatbot
              • AI Compliance
              • AI Computer Vision
              • AI Data Preparation
              • AI Data Cleansing
              • AI Deep Learning
              • AI Ethics Consulting
              • AI Ethics And Security
              • AI For Human Resources
              • AI For Companies
              • AI Gap Assessment
              • AI Governance
              • AI In Finance

            Frequently Asked Questions about Master Data Management Implementation

            How long does it take to implement master data management?

            The duration depends on the scope and complexity of your data landscape. An initial assessment and strategy development typically take 4–

            8 weeks. Full implementation of a first data domain (e.g., customer master data) can be achieved within 3–

            6 months. ADVISORI recommends an iterative approach: start with a prioritized domain, achieve quick wins, and then scale gradually to additional data domains.

            Which MDM tools does ADVISORI recommend?

            We are vendor-independent and recommend the solution that best fits your requirements. Depending on your IT landscape, budget, and use case, platforms such as Informatica MDM, SAP Master Data Governance, Profisee, Ataccama, or cloud-based solutions may be considered. As part of our tool selection process, we evaluate functionality, integrability, total cost of ownership, and future viability.

            What does implementing master data management cost?

            The investment varies significantly depending on company size, number of data domains, and the chosen tool landscape. A typical MDM implementation project starts at a mid five-figure consulting budget for strategy and governance. In addition, there are license or subscription costs for the MDM platform. Based on an initial assessment, ADVISORI provides a transparent effort estimate with a clear business case.

            Do we need a dedicated MDM tool, or is our ERP system sufficient?

            That depends on the complexity of your data landscape. If you primarily work with a single ERP system and have few source systems, integrated functions may be sufficient. In heterogeneous system landscapes with multiple data sources, cross-domain requirements, or regulatory requirements, a dedicated MDM platform is advisable. ADVISORI analyzes your specific situation and recommends the appropriate approach — from lean governance solutions to enterprise MDM platforms.

            How does ADVISORI ensure the sustainability of the MDM project?

            Sustainability starts with governance. From the outset, we establish clear responsibilities, measurable data quality KPIs, and automated monitoring processes. Through training and change management, we ensure that your employees actively use the system in day-to-day operations. Our goal: after project completion, you are independently capable of operating the system — with optional ongoing support from ADVISORI.

            Success Stories

            Discover how we support companies in their digital transformation

            Generative KI in der Fertigung

            Bosch

            KI-Prozessoptimierung für bessere Produktionseffizienz

            Fallstudie
            BOSCH KI-Prozessoptimierung für bessere Produktionseffizienz

            Ergebnisse

            Reduzierung der Implementierungszeit von AI-Anwendungen auf wenige Wochen
            Verbesserung der Produktqualität durch frühzeitige Fehlererkennung
            Steigerung der Effizienz in der Fertigung durch reduzierte Downtime

            AI Automatisierung in der Produktion

            Festo

            Intelligente Vernetzung für zukunftsfähige Produktionssysteme

            Fallstudie
            FESTO AI Case Study

            Ergebnisse

            Verbesserung der Produktionsgeschwindigkeit und Flexibilität
            Reduzierung der Herstellungskosten durch effizientere Ressourcennutzung
            Erhöhung der Kundenzufriedenheit durch personalisierte Produkte

            KI-gestützte Fertigungsoptimierung

            Siemens

            Smarte Fertigungslösungen für maximale Wertschöpfung

            Fallstudie
            Case study image for KI-gestützte Fertigungsoptimierung

            Ergebnisse

            Erhebliche Steigerung der Produktionsleistung
            Reduzierung von Downtime und Produktionskosten
            Verbesserung der Nachhaltigkeit durch effizientere Ressourcennutzung

            Digitalisierung im Stahlhandel

            Klöckner & Co

            Digitalisierung im Stahlhandel

            Fallstudie
            Digitalisierung im Stahlhandel - Klöckner & Co

            Ergebnisse

            Über 2 Milliarden Euro Umsatz jährlich über digitale Kanäle
            Ziel, bis 2022 60% des Umsatzes online zu erzielen
            Verbesserung der Kundenzufriedenheit durch automatisierte Prozesse

            Let's

            Work Together!

            Is your organization ready for the next step into the digital future? Contact us for a personal consultation.

            Your strategic success starts here

            Our clients trust our expertise in digital transformation, compliance, and risk management

            Ready for the next step?

            Schedule a strategic consultation with our experts now

            30 Minutes • Non-binding • Immediately available

            For optimal preparation of your strategy session:

            Your strategic goals and challenges
            Desired business outcomes and ROI expectations
            Current compliance and risk situation
            Stakeholders and decision-makers in the project

            Prefer direct contact?

            Direct hotline for decision-makers

            Strategic inquiries via email

            Detailed Project Inquiry

            For complex inquiries or if you want to provide specific information in advance

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