COURSE FORMAT & DELIVERY DETAILS Flexible, Self-Paced Learning Designed for Your Success
This course is built to fit your life, not the other way around. From the moment you enroll, you gain immediate online access to the complete learning platform, allowing you to begin right away on your schedule. The entire experience is self-paced, meaning there are no fixed dates, no deadlines, and no time commitments. Whether you have 30 minutes a day or a full weekend to focus, you control the pace and progression. Complete the Course in 6–8 Weeks (Or Faster, If You Choose)
Most learners complete the course within 6 to 8 weeks while balancing full-time roles, but you can move faster if you wish. Because the material is structured in bite-sized, high-impact segments, you’ll start applying critical concepts to your work from Day One, seeing measurable improvements in clarity, precision, and confidence in handling SAP master data governance challenges almost immediately. Lifetime Access with All Future Updates Included
Once you enroll, you receive lifetime access to the full course curriculum. This means you not only get instant access to today’s powerful content, but also every future update at no extra cost. SAP systems evolve, and so does our course. You’ll always have access to the most current, relevant, and practical guidance-automatically and forever. Access Anytime, Anywhere, from Any Device
The course is fully mobile-friendly and optimized for 24/7 global access. Whether you’re on a laptop, tablet, or smartphone, you can continue learning seamlessly across devices. Travel for work? Working remotely? The content travels with you, so your progress never slows down. Direct Instructor Support When You Need It
Every learner receives structured, responsive guidance from experienced SAP MDG practitioners. You’re not navigating this alone. Through curated feedback channels, progress checkpoints, and targeted support, you’ll gain clarity, stay on track, and deepen your understanding with confidence. This is not a passive experience-it’s a guided journey toward mastery. Earn a Globally Recognized Certificate of Completion
Upon finishing the course, you will earn a prestigious Certificate of Completion issued by The Art of Service. This certification is trusted by professionals and organisations worldwide, adding immediate credibility to your resume, LinkedIn profile, and performance reviews. The Art of Service has trained over 250,000 professionals across 150 countries, and its certifications are known for their rigour, practicality, and relevance to real-world business outcomes. Transparent Pricing with Zero Hidden Fees
The total cost of the course is straightforward and all-inclusive. There are no hidden fees, no recurring charges, and no surprise costs. What you see is exactly what you get-complete access, full support, lifetime updates, and certification, all covered upfront. Secure Payment via Visa, Mastercard, and PayPal
We accept all major payment methods including Visa, Mastercard, and PayPal, ensuring a fast, secure, and hassle-free enrollment process. Your transaction is protected with industry-leading encryption, and your financial details remain private and safe. 100% Money-Back Guarantee – Satisfied or Refunded
We’re so confident in the value and impact of this course that we offer a full money-back guarantee. If you go through the material and find it doesn’t meet your expectations, simply let us know within 30 days for a prompt and no-questions-asked refund. This removes all risk from your decision-your investment is completely protected. Instant Confirmation, Seamless Onboarding
After enrollment, you will immediately receive a confirmation email acknowledging your registration. Shortly afterward, your access details will be sent separately, providing seamless entry to the course platform once the materials are fully prepared. You’ll know exactly what to expect and when, with no confusion or delays. “Will This Work for Me?” – The Real Answer
No matter your background, role, or current level of SAP experience, this course is designed to work for you. Designed using proven adult learning principles, the content is structured to build competence step by step, with real-world relevance at every stage. Whether you’re a data steward, SAP functional consultant, business analyst, IT manager, or ERP project lead, the frameworks and tools are role-adaptable and immediately applicable. We’ve had learners ranging from beginners with limited SAP exposure to senior architects at Fortune 500 companies all achieve transformational results. One SAP data architect in Munich used the course to redesign her company’s material master strategy within three weeks, reducing data duplication by 62%. A procurement lead in Singapore applied the governance workflows to streamline vendor master approvals, cutting processing time in half. This works even if you’ve never managed master data at scale, even if your organization resists change, and even if you’re learning SAP MDG on the side while holding down a demanding job. The key is not prior expertise-it’s structured guidance, practical application, and actionable tools. That’s exactly what you get here. Every element of this course has been refined through thousands of learners, performance data, and enterprise feedback. This is not theory. This is what actually moves the needle in real SAP environments. We’ve eliminated the guesswork, the fluff, and the friction-what remains is the proven path to mastering SAP Master Data Governance.
EXTENSIVE & DETAILED COURSE CURRICULUM
Module 1: Foundations of SAP Master Data Governance - Understanding Master Data in the Enterprise Context
- Differentiating Master Data from Transactional and Reference Data
- Why Master Data Quality Drives Business Performance
- Common Pain Points in Unmanaged Master Data Environments
- The Business Case for Implementing SAP MDG
- Mapping Data Chaos to Financial and Operational Risks
- Introduction to Data Governance vs Data Management
- Core Principles of Data Accountability and Ownership
- Stakeholder Mapping for Governance Initiatives
- Measuring the Cost of Poor Data Quality
- Regulatory Drivers for MDG in Global Industries
- Role of Master Data in Digital Transformation
- Overview of SAP’s MDG Solution Stack
- Integration Points with SAP S/4HANA, ERP, and Non-SAP Systems
- Identifying Critical Master Data Domains: Material, Vendor, Customer, Finance
Module 2: SAP MDG Frameworks and Architecture - Core Components of the SAP MDG Architecture
- Understanding the Central Hub vs Co-Deployed Model
- Data Replication Mechanisms and Synchronous vs Asynchronous Flows
- Introduction to the Process Integration Layer
- Role of the Universal Data Services (UDS) Framework
- Designing the Master Data Landscape Strategy
- Selecting Between MDG Classic and MDG with Fiori
- Data Modelling Fundamentals in SAP MDG
- Entity, Attribute, and Relationship Configuration
- Overview of the Data Model Extensibility Framework
- Using Custom Objects and Data Groups
- Understanding the Role of Data Versions and Draft Handling
- Setting Up Data Validation Rules at the Model Level
- Master Data Activation and Distribution Workflows
- Understanding the Data Consistency Check Framework
Module 3: Implementing Governance Processes and Workflows - Designing Transparent Data Governance Structures
- Defining Roles: Data Stewards, Owners, Custodians, and Consumers
- Creating a Governance Charter Aligned with Business Goals
- Setting Up Approval Workflows for Master Data Creation
- Configuring Multi-Level Approval Paths with Role-Based Triggers
- Implementing Exception Handling in Data Change Requests
- Designing Conditional Workflow Rules Based on Data Sensitivity
- Using Parallel and Sequential Approval Scenarios
- Integrating Business Rules with Workflow Decisions
- Monitoring Workflow Performance and Bottlenecks
- Logging and Auditing Every Data Change Activity
- Creating Workflow Notifications and Escalations
- Aligning Data Governance Processes with Change Management
- Introducing Change Impact Analysis for Master Data
- Linking Workflows to Organizational Accountability
Module 4: Data Quality and Validation Strategies - Principles of Data Quality: Accuracy, Completeness, Consistency
- Setting Up Data Quality KPIs and Thresholds
- Implementing Pre-Validation Rules in Data Entry Screens
- Using Semantic Checks for Domain-Specific Validations
- Configuring Cross-Field Validation Logic
- Integrating Business Rule Framework (BRF+) with MDG
- Using External Validation Services (Web Services, APIs)
- Creating Dropdowns and Value Help with Controlled Inputs
- Enforcing Mandatory Fields Based on Business Context
- Managing Data Duplicates Using Fuzzy Matching
- Setting Up Golden Record Determination Logic
- Configuring Matching and Survivorship Rules
- Introduction to Data Enrichment Techniques
- Using External Databases for Address or Tax Validation
- Measuring Data Quality Improvement Over Time
Module 5: Mastering Key Data Domains - Material Master: Structure, Views, and Cross-Plant Consistency
- Configuring Material Types and Number Ranges
- Managing Material Groups and Classification
- Setting Up Units of Measure and Conversion Logic
- Vendor Master: Central vs Extended Vendor Models
- Configuring Company Code, Purchasing Org, and Sales View Data
- Managing DUNS, Tax IDs, and Global Trade Identifiers
- Customer Master: Unified vs Decentralized Structures
- Setting Up Account Groups and Number Assignment
- Integration with CRM and C/4HANA
- Finance Master: Chart of Accounts and Cost Center Harmonization
- Linking Profit Centers and Business Areas
- Managing Asset Master Data Consistency
- Handling Bank Master Data Across Legal Entities
- Designing Cross-Domain Consistency Rules
Module 6: UI Configuration and User Experience - Customising Fiori-Based User Interfaces for Data Stewards
- Designing Role-Based UIs for Different Data Roles
- Using the Web Dynpro and Floorplan Manager (FPM)
- Configuring Field Visibility and Editability Based on Role
- Creating Custom Screens with Dynamic Field Logic
- Implementing Personalisation Options for Users
- Designing Intuitive Navigation Paths for High Adoption
- Localisation and Translation of Field Labels
- Configuring Quick Entry Screens for High-Volume Users
- Creating Dashboard Views for Data Quality Monitoring
- Setting Up Search and Filtering for Large Data Sets
- Using Segmented Views for Hierarchical Data
- Integrating UI Annotations for Enhanced Usability
- Testing UI Performance and User Feedback Loops
- Optimising Load Times for Global Access
Module 7: Integration and Data Distribution - Understanding the MDG Distribution Framework
- Setting Up IDocs for Master Data Replication
- Configuring RFC and BAPI Connections
- Using SAP PI/PO for Middleware Integration
- Designing Real-Time vs Batch Distribution Models
- Monitoring Data Flow with End-to-End Logging
- Handling Errors and Re-processing Failed Transmissions
- Setting Up Distribution Filters by Client, Plant, or Region
- Integrating with Non-SAP Systems via File-Based Exchanges
- Using CSV, XML, and JSON Formats for Data Export
- Validating Data Integrity After Distribution
- Configuring Buffering and Caching Strategies
- Ensuring Consistency Across Distributed Landscapes
- Monitoring Data Latency and Sync Status
- Designing Failover and Backup Distribution Paths
Module 8: Advanced Configuration and Extensibility - Extending Standard Data Models with Custom Fields
- Using Enhancement Spots and BAdIs for Custom Logic
- Creating Custom Data Objects and Entities
- Implementing Customer Exits for Pre- and Post-Processing
- Adding Custom Buttons and Actions in Workflows
- Linking Z-Tables to MDG Objects for Enrichment
- Integrating with SAP Cloud Platform Extensions
- Using CDS Views for Real-Time Data Access
- Configuring Determination Rules for Field Population
- Implementing Copy and Derivation Logic
- Automating Field Filling with Default Values
- Using Decision Tables for Business Logic
- Creating Custom Reports for Data Governance Monitoring
- Setting Up Change Documents for Audit Trails
- Documenting Customisations for Future Support
Module 9: Data Migration and Harmonisation - Assessing Legacy Data Quality Before Migration
- Designing Data Cleansing Strategies Pre-Load
- Using the LSMW and BDT for Initial Data Loads
- Configuring Direct Input Methods for High-Volume Data
- Planning for Data Cutover and Go-Live Readiness
- Implementing Data Stewardship During Migration
- Using Data Profiling Tools to Identify Anomalies
- Mapping Source Systems to Target MDG Structures
- Handling Duplicate Records During Consolidation
- Running Pre-Migration Simulation Tests
- Conducting Reconciliation After Load Completion
- Setting Up Post-Migration Validation Reports
- Managing Historical Data and Archiving Strategies
- Documenting Data Lineage and Source References
- Establishing Ongoing Data Hygiene Post-Migration
Module 10: Monitoring, Analytics, and Reporting - Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
Module 1: Foundations of SAP Master Data Governance - Understanding Master Data in the Enterprise Context
- Differentiating Master Data from Transactional and Reference Data
- Why Master Data Quality Drives Business Performance
- Common Pain Points in Unmanaged Master Data Environments
- The Business Case for Implementing SAP MDG
- Mapping Data Chaos to Financial and Operational Risks
- Introduction to Data Governance vs Data Management
- Core Principles of Data Accountability and Ownership
- Stakeholder Mapping for Governance Initiatives
- Measuring the Cost of Poor Data Quality
- Regulatory Drivers for MDG in Global Industries
- Role of Master Data in Digital Transformation
- Overview of SAP’s MDG Solution Stack
- Integration Points with SAP S/4HANA, ERP, and Non-SAP Systems
- Identifying Critical Master Data Domains: Material, Vendor, Customer, Finance
Module 2: SAP MDG Frameworks and Architecture - Core Components of the SAP MDG Architecture
- Understanding the Central Hub vs Co-Deployed Model
- Data Replication Mechanisms and Synchronous vs Asynchronous Flows
- Introduction to the Process Integration Layer
- Role of the Universal Data Services (UDS) Framework
- Designing the Master Data Landscape Strategy
- Selecting Between MDG Classic and MDG with Fiori
- Data Modelling Fundamentals in SAP MDG
- Entity, Attribute, and Relationship Configuration
- Overview of the Data Model Extensibility Framework
- Using Custom Objects and Data Groups
- Understanding the Role of Data Versions and Draft Handling
- Setting Up Data Validation Rules at the Model Level
- Master Data Activation and Distribution Workflows
- Understanding the Data Consistency Check Framework
Module 3: Implementing Governance Processes and Workflows - Designing Transparent Data Governance Structures
- Defining Roles: Data Stewards, Owners, Custodians, and Consumers
- Creating a Governance Charter Aligned with Business Goals
- Setting Up Approval Workflows for Master Data Creation
- Configuring Multi-Level Approval Paths with Role-Based Triggers
- Implementing Exception Handling in Data Change Requests
- Designing Conditional Workflow Rules Based on Data Sensitivity
- Using Parallel and Sequential Approval Scenarios
- Integrating Business Rules with Workflow Decisions
- Monitoring Workflow Performance and Bottlenecks
- Logging and Auditing Every Data Change Activity
- Creating Workflow Notifications and Escalations
- Aligning Data Governance Processes with Change Management
- Introducing Change Impact Analysis for Master Data
- Linking Workflows to Organizational Accountability
Module 4: Data Quality and Validation Strategies - Principles of Data Quality: Accuracy, Completeness, Consistency
- Setting Up Data Quality KPIs and Thresholds
- Implementing Pre-Validation Rules in Data Entry Screens
- Using Semantic Checks for Domain-Specific Validations
- Configuring Cross-Field Validation Logic
- Integrating Business Rule Framework (BRF+) with MDG
- Using External Validation Services (Web Services, APIs)
- Creating Dropdowns and Value Help with Controlled Inputs
- Enforcing Mandatory Fields Based on Business Context
- Managing Data Duplicates Using Fuzzy Matching
- Setting Up Golden Record Determination Logic
- Configuring Matching and Survivorship Rules
- Introduction to Data Enrichment Techniques
- Using External Databases for Address or Tax Validation
- Measuring Data Quality Improvement Over Time
Module 5: Mastering Key Data Domains - Material Master: Structure, Views, and Cross-Plant Consistency
- Configuring Material Types and Number Ranges
- Managing Material Groups and Classification
- Setting Up Units of Measure and Conversion Logic
- Vendor Master: Central vs Extended Vendor Models
- Configuring Company Code, Purchasing Org, and Sales View Data
- Managing DUNS, Tax IDs, and Global Trade Identifiers
- Customer Master: Unified vs Decentralized Structures
- Setting Up Account Groups and Number Assignment
- Integration with CRM and C/4HANA
- Finance Master: Chart of Accounts and Cost Center Harmonization
- Linking Profit Centers and Business Areas
- Managing Asset Master Data Consistency
- Handling Bank Master Data Across Legal Entities
- Designing Cross-Domain Consistency Rules
Module 6: UI Configuration and User Experience - Customising Fiori-Based User Interfaces for Data Stewards
- Designing Role-Based UIs for Different Data Roles
- Using the Web Dynpro and Floorplan Manager (FPM)
- Configuring Field Visibility and Editability Based on Role
- Creating Custom Screens with Dynamic Field Logic
- Implementing Personalisation Options for Users
- Designing Intuitive Navigation Paths for High Adoption
- Localisation and Translation of Field Labels
- Configuring Quick Entry Screens for High-Volume Users
- Creating Dashboard Views for Data Quality Monitoring
- Setting Up Search and Filtering for Large Data Sets
- Using Segmented Views for Hierarchical Data
- Integrating UI Annotations for Enhanced Usability
- Testing UI Performance and User Feedback Loops
- Optimising Load Times for Global Access
Module 7: Integration and Data Distribution - Understanding the MDG Distribution Framework
- Setting Up IDocs for Master Data Replication
- Configuring RFC and BAPI Connections
- Using SAP PI/PO for Middleware Integration
- Designing Real-Time vs Batch Distribution Models
- Monitoring Data Flow with End-to-End Logging
- Handling Errors and Re-processing Failed Transmissions
- Setting Up Distribution Filters by Client, Plant, or Region
- Integrating with Non-SAP Systems via File-Based Exchanges
- Using CSV, XML, and JSON Formats for Data Export
- Validating Data Integrity After Distribution
- Configuring Buffering and Caching Strategies
- Ensuring Consistency Across Distributed Landscapes
- Monitoring Data Latency and Sync Status
- Designing Failover and Backup Distribution Paths
Module 8: Advanced Configuration and Extensibility - Extending Standard Data Models with Custom Fields
- Using Enhancement Spots and BAdIs for Custom Logic
- Creating Custom Data Objects and Entities
- Implementing Customer Exits for Pre- and Post-Processing
- Adding Custom Buttons and Actions in Workflows
- Linking Z-Tables to MDG Objects for Enrichment
- Integrating with SAP Cloud Platform Extensions
- Using CDS Views for Real-Time Data Access
- Configuring Determination Rules for Field Population
- Implementing Copy and Derivation Logic
- Automating Field Filling with Default Values
- Using Decision Tables for Business Logic
- Creating Custom Reports for Data Governance Monitoring
- Setting Up Change Documents for Audit Trails
- Documenting Customisations for Future Support
Module 9: Data Migration and Harmonisation - Assessing Legacy Data Quality Before Migration
- Designing Data Cleansing Strategies Pre-Load
- Using the LSMW and BDT for Initial Data Loads
- Configuring Direct Input Methods for High-Volume Data
- Planning for Data Cutover and Go-Live Readiness
- Implementing Data Stewardship During Migration
- Using Data Profiling Tools to Identify Anomalies
- Mapping Source Systems to Target MDG Structures
- Handling Duplicate Records During Consolidation
- Running Pre-Migration Simulation Tests
- Conducting Reconciliation After Load Completion
- Setting Up Post-Migration Validation Reports
- Managing Historical Data and Archiving Strategies
- Documenting Data Lineage and Source References
- Establishing Ongoing Data Hygiene Post-Migration
Module 10: Monitoring, Analytics, and Reporting - Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Core Components of the SAP MDG Architecture
- Understanding the Central Hub vs Co-Deployed Model
- Data Replication Mechanisms and Synchronous vs Asynchronous Flows
- Introduction to the Process Integration Layer
- Role of the Universal Data Services (UDS) Framework
- Designing the Master Data Landscape Strategy
- Selecting Between MDG Classic and MDG with Fiori
- Data Modelling Fundamentals in SAP MDG
- Entity, Attribute, and Relationship Configuration
- Overview of the Data Model Extensibility Framework
- Using Custom Objects and Data Groups
- Understanding the Role of Data Versions and Draft Handling
- Setting Up Data Validation Rules at the Model Level
- Master Data Activation and Distribution Workflows
- Understanding the Data Consistency Check Framework
Module 3: Implementing Governance Processes and Workflows - Designing Transparent Data Governance Structures
- Defining Roles: Data Stewards, Owners, Custodians, and Consumers
- Creating a Governance Charter Aligned with Business Goals
- Setting Up Approval Workflows for Master Data Creation
- Configuring Multi-Level Approval Paths with Role-Based Triggers
- Implementing Exception Handling in Data Change Requests
- Designing Conditional Workflow Rules Based on Data Sensitivity
- Using Parallel and Sequential Approval Scenarios
- Integrating Business Rules with Workflow Decisions
- Monitoring Workflow Performance and Bottlenecks
- Logging and Auditing Every Data Change Activity
- Creating Workflow Notifications and Escalations
- Aligning Data Governance Processes with Change Management
- Introducing Change Impact Analysis for Master Data
- Linking Workflows to Organizational Accountability
Module 4: Data Quality and Validation Strategies - Principles of Data Quality: Accuracy, Completeness, Consistency
- Setting Up Data Quality KPIs and Thresholds
- Implementing Pre-Validation Rules in Data Entry Screens
- Using Semantic Checks for Domain-Specific Validations
- Configuring Cross-Field Validation Logic
- Integrating Business Rule Framework (BRF+) with MDG
- Using External Validation Services (Web Services, APIs)
- Creating Dropdowns and Value Help with Controlled Inputs
- Enforcing Mandatory Fields Based on Business Context
- Managing Data Duplicates Using Fuzzy Matching
- Setting Up Golden Record Determination Logic
- Configuring Matching and Survivorship Rules
- Introduction to Data Enrichment Techniques
- Using External Databases for Address or Tax Validation
- Measuring Data Quality Improvement Over Time
Module 5: Mastering Key Data Domains - Material Master: Structure, Views, and Cross-Plant Consistency
- Configuring Material Types and Number Ranges
- Managing Material Groups and Classification
- Setting Up Units of Measure and Conversion Logic
- Vendor Master: Central vs Extended Vendor Models
- Configuring Company Code, Purchasing Org, and Sales View Data
- Managing DUNS, Tax IDs, and Global Trade Identifiers
- Customer Master: Unified vs Decentralized Structures
- Setting Up Account Groups and Number Assignment
- Integration with CRM and C/4HANA
- Finance Master: Chart of Accounts and Cost Center Harmonization
- Linking Profit Centers and Business Areas
- Managing Asset Master Data Consistency
- Handling Bank Master Data Across Legal Entities
- Designing Cross-Domain Consistency Rules
Module 6: UI Configuration and User Experience - Customising Fiori-Based User Interfaces for Data Stewards
- Designing Role-Based UIs for Different Data Roles
- Using the Web Dynpro and Floorplan Manager (FPM)
- Configuring Field Visibility and Editability Based on Role
- Creating Custom Screens with Dynamic Field Logic
- Implementing Personalisation Options for Users
- Designing Intuitive Navigation Paths for High Adoption
- Localisation and Translation of Field Labels
- Configuring Quick Entry Screens for High-Volume Users
- Creating Dashboard Views for Data Quality Monitoring
- Setting Up Search and Filtering for Large Data Sets
- Using Segmented Views for Hierarchical Data
- Integrating UI Annotations for Enhanced Usability
- Testing UI Performance and User Feedback Loops
- Optimising Load Times for Global Access
Module 7: Integration and Data Distribution - Understanding the MDG Distribution Framework
- Setting Up IDocs for Master Data Replication
- Configuring RFC and BAPI Connections
- Using SAP PI/PO for Middleware Integration
- Designing Real-Time vs Batch Distribution Models
- Monitoring Data Flow with End-to-End Logging
- Handling Errors and Re-processing Failed Transmissions
- Setting Up Distribution Filters by Client, Plant, or Region
- Integrating with Non-SAP Systems via File-Based Exchanges
- Using CSV, XML, and JSON Formats for Data Export
- Validating Data Integrity After Distribution
- Configuring Buffering and Caching Strategies
- Ensuring Consistency Across Distributed Landscapes
- Monitoring Data Latency and Sync Status
- Designing Failover and Backup Distribution Paths
Module 8: Advanced Configuration and Extensibility - Extending Standard Data Models with Custom Fields
- Using Enhancement Spots and BAdIs for Custom Logic
- Creating Custom Data Objects and Entities
- Implementing Customer Exits for Pre- and Post-Processing
- Adding Custom Buttons and Actions in Workflows
- Linking Z-Tables to MDG Objects for Enrichment
- Integrating with SAP Cloud Platform Extensions
- Using CDS Views for Real-Time Data Access
- Configuring Determination Rules for Field Population
- Implementing Copy and Derivation Logic
- Automating Field Filling with Default Values
- Using Decision Tables for Business Logic
- Creating Custom Reports for Data Governance Monitoring
- Setting Up Change Documents for Audit Trails
- Documenting Customisations for Future Support
Module 9: Data Migration and Harmonisation - Assessing Legacy Data Quality Before Migration
- Designing Data Cleansing Strategies Pre-Load
- Using the LSMW and BDT for Initial Data Loads
- Configuring Direct Input Methods for High-Volume Data
- Planning for Data Cutover and Go-Live Readiness
- Implementing Data Stewardship During Migration
- Using Data Profiling Tools to Identify Anomalies
- Mapping Source Systems to Target MDG Structures
- Handling Duplicate Records During Consolidation
- Running Pre-Migration Simulation Tests
- Conducting Reconciliation After Load Completion
- Setting Up Post-Migration Validation Reports
- Managing Historical Data and Archiving Strategies
- Documenting Data Lineage and Source References
- Establishing Ongoing Data Hygiene Post-Migration
Module 10: Monitoring, Analytics, and Reporting - Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Principles of Data Quality: Accuracy, Completeness, Consistency
- Setting Up Data Quality KPIs and Thresholds
- Implementing Pre-Validation Rules in Data Entry Screens
- Using Semantic Checks for Domain-Specific Validations
- Configuring Cross-Field Validation Logic
- Integrating Business Rule Framework (BRF+) with MDG
- Using External Validation Services (Web Services, APIs)
- Creating Dropdowns and Value Help with Controlled Inputs
- Enforcing Mandatory Fields Based on Business Context
- Managing Data Duplicates Using Fuzzy Matching
- Setting Up Golden Record Determination Logic
- Configuring Matching and Survivorship Rules
- Introduction to Data Enrichment Techniques
- Using External Databases for Address or Tax Validation
- Measuring Data Quality Improvement Over Time
Module 5: Mastering Key Data Domains - Material Master: Structure, Views, and Cross-Plant Consistency
- Configuring Material Types and Number Ranges
- Managing Material Groups and Classification
- Setting Up Units of Measure and Conversion Logic
- Vendor Master: Central vs Extended Vendor Models
- Configuring Company Code, Purchasing Org, and Sales View Data
- Managing DUNS, Tax IDs, and Global Trade Identifiers
- Customer Master: Unified vs Decentralized Structures
- Setting Up Account Groups and Number Assignment
- Integration with CRM and C/4HANA
- Finance Master: Chart of Accounts and Cost Center Harmonization
- Linking Profit Centers and Business Areas
- Managing Asset Master Data Consistency
- Handling Bank Master Data Across Legal Entities
- Designing Cross-Domain Consistency Rules
Module 6: UI Configuration and User Experience - Customising Fiori-Based User Interfaces for Data Stewards
- Designing Role-Based UIs for Different Data Roles
- Using the Web Dynpro and Floorplan Manager (FPM)
- Configuring Field Visibility and Editability Based on Role
- Creating Custom Screens with Dynamic Field Logic
- Implementing Personalisation Options for Users
- Designing Intuitive Navigation Paths for High Adoption
- Localisation and Translation of Field Labels
- Configuring Quick Entry Screens for High-Volume Users
- Creating Dashboard Views for Data Quality Monitoring
- Setting Up Search and Filtering for Large Data Sets
- Using Segmented Views for Hierarchical Data
- Integrating UI Annotations for Enhanced Usability
- Testing UI Performance and User Feedback Loops
- Optimising Load Times for Global Access
Module 7: Integration and Data Distribution - Understanding the MDG Distribution Framework
- Setting Up IDocs for Master Data Replication
- Configuring RFC and BAPI Connections
- Using SAP PI/PO for Middleware Integration
- Designing Real-Time vs Batch Distribution Models
- Monitoring Data Flow with End-to-End Logging
- Handling Errors and Re-processing Failed Transmissions
- Setting Up Distribution Filters by Client, Plant, or Region
- Integrating with Non-SAP Systems via File-Based Exchanges
- Using CSV, XML, and JSON Formats for Data Export
- Validating Data Integrity After Distribution
- Configuring Buffering and Caching Strategies
- Ensuring Consistency Across Distributed Landscapes
- Monitoring Data Latency and Sync Status
- Designing Failover and Backup Distribution Paths
Module 8: Advanced Configuration and Extensibility - Extending Standard Data Models with Custom Fields
- Using Enhancement Spots and BAdIs for Custom Logic
- Creating Custom Data Objects and Entities
- Implementing Customer Exits for Pre- and Post-Processing
- Adding Custom Buttons and Actions in Workflows
- Linking Z-Tables to MDG Objects for Enrichment
- Integrating with SAP Cloud Platform Extensions
- Using CDS Views for Real-Time Data Access
- Configuring Determination Rules for Field Population
- Implementing Copy and Derivation Logic
- Automating Field Filling with Default Values
- Using Decision Tables for Business Logic
- Creating Custom Reports for Data Governance Monitoring
- Setting Up Change Documents for Audit Trails
- Documenting Customisations for Future Support
Module 9: Data Migration and Harmonisation - Assessing Legacy Data Quality Before Migration
- Designing Data Cleansing Strategies Pre-Load
- Using the LSMW and BDT for Initial Data Loads
- Configuring Direct Input Methods for High-Volume Data
- Planning for Data Cutover and Go-Live Readiness
- Implementing Data Stewardship During Migration
- Using Data Profiling Tools to Identify Anomalies
- Mapping Source Systems to Target MDG Structures
- Handling Duplicate Records During Consolidation
- Running Pre-Migration Simulation Tests
- Conducting Reconciliation After Load Completion
- Setting Up Post-Migration Validation Reports
- Managing Historical Data and Archiving Strategies
- Documenting Data Lineage and Source References
- Establishing Ongoing Data Hygiene Post-Migration
Module 10: Monitoring, Analytics, and Reporting - Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Customising Fiori-Based User Interfaces for Data Stewards
- Designing Role-Based UIs for Different Data Roles
- Using the Web Dynpro and Floorplan Manager (FPM)
- Configuring Field Visibility and Editability Based on Role
- Creating Custom Screens with Dynamic Field Logic
- Implementing Personalisation Options for Users
- Designing Intuitive Navigation Paths for High Adoption
- Localisation and Translation of Field Labels
- Configuring Quick Entry Screens for High-Volume Users
- Creating Dashboard Views for Data Quality Monitoring
- Setting Up Search and Filtering for Large Data Sets
- Using Segmented Views for Hierarchical Data
- Integrating UI Annotations for Enhanced Usability
- Testing UI Performance and User Feedback Loops
- Optimising Load Times for Global Access
Module 7: Integration and Data Distribution - Understanding the MDG Distribution Framework
- Setting Up IDocs for Master Data Replication
- Configuring RFC and BAPI Connections
- Using SAP PI/PO for Middleware Integration
- Designing Real-Time vs Batch Distribution Models
- Monitoring Data Flow with End-to-End Logging
- Handling Errors and Re-processing Failed Transmissions
- Setting Up Distribution Filters by Client, Plant, or Region
- Integrating with Non-SAP Systems via File-Based Exchanges
- Using CSV, XML, and JSON Formats for Data Export
- Validating Data Integrity After Distribution
- Configuring Buffering and Caching Strategies
- Ensuring Consistency Across Distributed Landscapes
- Monitoring Data Latency and Sync Status
- Designing Failover and Backup Distribution Paths
Module 8: Advanced Configuration and Extensibility - Extending Standard Data Models with Custom Fields
- Using Enhancement Spots and BAdIs for Custom Logic
- Creating Custom Data Objects and Entities
- Implementing Customer Exits for Pre- and Post-Processing
- Adding Custom Buttons and Actions in Workflows
- Linking Z-Tables to MDG Objects for Enrichment
- Integrating with SAP Cloud Platform Extensions
- Using CDS Views for Real-Time Data Access
- Configuring Determination Rules for Field Population
- Implementing Copy and Derivation Logic
- Automating Field Filling with Default Values
- Using Decision Tables for Business Logic
- Creating Custom Reports for Data Governance Monitoring
- Setting Up Change Documents for Audit Trails
- Documenting Customisations for Future Support
Module 9: Data Migration and Harmonisation - Assessing Legacy Data Quality Before Migration
- Designing Data Cleansing Strategies Pre-Load
- Using the LSMW and BDT for Initial Data Loads
- Configuring Direct Input Methods for High-Volume Data
- Planning for Data Cutover and Go-Live Readiness
- Implementing Data Stewardship During Migration
- Using Data Profiling Tools to Identify Anomalies
- Mapping Source Systems to Target MDG Structures
- Handling Duplicate Records During Consolidation
- Running Pre-Migration Simulation Tests
- Conducting Reconciliation After Load Completion
- Setting Up Post-Migration Validation Reports
- Managing Historical Data and Archiving Strategies
- Documenting Data Lineage and Source References
- Establishing Ongoing Data Hygiene Post-Migration
Module 10: Monitoring, Analytics, and Reporting - Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Extending Standard Data Models with Custom Fields
- Using Enhancement Spots and BAdIs for Custom Logic
- Creating Custom Data Objects and Entities
- Implementing Customer Exits for Pre- and Post-Processing
- Adding Custom Buttons and Actions in Workflows
- Linking Z-Tables to MDG Objects for Enrichment
- Integrating with SAP Cloud Platform Extensions
- Using CDS Views for Real-Time Data Access
- Configuring Determination Rules for Field Population
- Implementing Copy and Derivation Logic
- Automating Field Filling with Default Values
- Using Decision Tables for Business Logic
- Creating Custom Reports for Data Governance Monitoring
- Setting Up Change Documents for Audit Trails
- Documenting Customisations for Future Support
Module 9: Data Migration and Harmonisation - Assessing Legacy Data Quality Before Migration
- Designing Data Cleansing Strategies Pre-Load
- Using the LSMW and BDT for Initial Data Loads
- Configuring Direct Input Methods for High-Volume Data
- Planning for Data Cutover and Go-Live Readiness
- Implementing Data Stewardship During Migration
- Using Data Profiling Tools to Identify Anomalies
- Mapping Source Systems to Target MDG Structures
- Handling Duplicate Records During Consolidation
- Running Pre-Migration Simulation Tests
- Conducting Reconciliation After Load Completion
- Setting Up Post-Migration Validation Reports
- Managing Historical Data and Archiving Strategies
- Documenting Data Lineage and Source References
- Establishing Ongoing Data Hygiene Post-Migration
Module 10: Monitoring, Analytics, and Reporting - Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Configuring the MDG Analytics Framework
- Using Embedded BW Query Designer for Custom Reports
- Creating KPI Dashboards for Data Stewards
- Monitoring Workflow Completion Rates
- Tracking Data Change Volume by Object Type
- Analysing Approval Cycle Times
- Generating Exception Reports for Incomplete Records
- Setting Up Threshold Alerts for Data Quality Drops
- Using SAP Fiori Apps for Real-Time Monitoring
- Exporting Reports to Excel and PDF
- Integrating with SAP Analytics Cloud
- Creating Role-Based Access to Reports
- Automating Scheduled Report Distribution
- Tracking User Activity and Login Patterns
- Using Audit Logs for Compliance Evidence
Module 11: Change and Organisational Adoption - Overcoming Resistance to Data Governance Initiatives
- Creating a Data Stewardship Community of Practice
- Designing Training Programs for End Users
- Developing Role-Specific Playbooks and Quick Guides
- Running Data Governance Awareness Campaigns
- Gaining Executive Sponsorship and Visibility
- Linking Governance Success to Performance Metrics
- Using Quick Wins to Build Momentum
- Managing Cross-Functional Collaboration
- Documenting Processes with Standard Operating Procedures
- Creating Feedback Loops for Continuous Improvement
- Conducting Regular Governance Review Meetings
- Measuring User Adoption and Engagement Rates
- Balancing Governance Rigour with Usability
- Sustaining Governance Culture Over Time
Module 12: Security, Compliance, and Audit Readiness - Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Designing Role-Based Access Control (RBAC) for MDG
- Creating Segregation of Duties (SoD) Rules
- Implementing Field-Level Security and Data Masking
- Managing Authorisations for Data Creation and Changes
- Enabling Logging for Sensitive Data Modifications
- Auditing User Actions with Change Documents
- Meeting GDPR, SOX, and Industry-Specific Requirements
- Preparing for Internal and External Data Audits
- Generating Compliance Evidence Reports
- Securing Data in Multi-Tenant Environments
- Managing Encryption for Data in Transit and at Rest
- Configuring Audit Policies and Retention Periods
- Handling Data Subject Access Requests (DSAR)
- Ensuring Cross-Border Data Transfer Compliance
- Integrating with SAP GRC for Central Monitoring
Module 13: Real-World Implementation Projects - Conducting a Gap Analysis for MDG Readiness
- Defining Project Scope and Phased Rollout Strategy
- Creating a Master Data Governance Roadmap
- Setting Up a Proof of Concept (PoC) Environment
- Configuring a Minimal Viable Governance Model
- Running Stakeholder Validation Sessions
- Gathering Feedback and Iterating Design
- Planning for Production Cutover
- Executing Data Migration and Validation
- Deploying User Training and Support Materials
- Monitoring System Performance Post-Go-Live
- Addressing Hypercare Issues and Quick Fixes
- Conducting Post-Implementation Review
- Measuring ROI and Business Impact
- Documenting Lessons Learned and Success Factors
Module 14: Integration with Broader Enterprise Systems - Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications
Module 15: Certification, Career Advancement & Next Steps - Preparing for the Final Knowledge Assessment
- Reviewing Key Concepts and Decision Frameworks
- Taking Practice Evaluations with Feedback
- Finalising Your Certification Checklist
- Earning Your Certificate of Completion from The Art of Service
- Adding Certification to Your Resume and LinkedIn
- Using Certification to Negotiate Promotions or Raises
- Joining the Global Art of Service Alumni Network
- Accessing Member-Only Resources and Updates
- Continuing Your Learning Path in Data Governance
- Exploring Advanced Certifications in SAP Architecture
- Transitioning into Leadership Roles in Data Management
- Mentoring Junior Colleagues and Building Teams
- Contributing to Industry Best Practices
- Designing Your Personal Master Data Governance Framework
- Aligning MDG with Enterprise Data Management Strategy
- Integrating with SAP Data Intelligence and HANA
- Connecting to SAP Master Data Integration (MDI)
- Using SAP Information Steward for Data Profiling
- Feeding Clean Master Data to Analytics and BI
- Supporting AI and Machine Learning Initiatives
- Linking to Procurement, Finance, and Supply Chain Systems
- Enabling Seamless Order-to-Cash and Procure-to-Pay
- Supporting Global Trade and Logistics Systems
- Integrating with Sustainability and ESG Reporting
- Feeding Master Data to Customer Experience Platforms
- Supporting Digital Twin and IoT Initiatives
- Aligning with ERP Modernisation and S/4HANA Migrations
- Connecting to External Partners via B2B Gateways
- Creating a Single Source of Truth across Applications