A tailored course, built for your situation
Advanced Master Data Governance: Implementation Mastery
A 12-module deep implementation of the principles from your Master Data Management Certification
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Knowing the theory of master data management is one thing, operationalising it consistently across systems and teams is another.
The situation this course is for
Many data leaders complete certification only to face ambiguity in rollout: unclear ownership models, inconsistent policy application, and integration bottlenecks. Without a clear implementation blueprint, governance initiatives stall or fail to scale.
Who this is for
Business and technology professionals who have completed foundational MDM training and are now tasked with designing or improving enterprise-wide data governance frameworks.
Who this is not for
This course is not for those seeking introductory data literacy or technical database administration skills. It assumes prior knowledge equivalent to the Master Data Management Certification Course.
What you walk away with
- Translate governance frameworks into operational playbooks
- Design role-based stewardship models with clear accountability
- Integrate MDM policies across heterogeneous enterprise systems
- Implement audit-ready data lineage and policy tracking
- Lead cross-functional governance rollouts with confidence
The 12 modules (with all 144 chapters)
Module 1. Foundations of Governance Maturity
Refining the stages of governance evolution beyond certification-level models
12 chapters in this module
- From data awareness to governance maturity
- The five-tier governance maturity model
- Assessing organisational readiness
- Leadership alignment patterns
- Budgeting for governance at scale
- Measuring early wins
- Stakeholder communication frameworks
- Documenting governance charters
- Integrating with enterprise architecture
- Benchmarking against peer institutions
- Common maturity assessment pitfalls
- Roadmap development for tier advancement
Module 2. Policy Design and Lifecycle Management
Creating durable, enforceable data policies with version control and compliance tracking
12 chapters in this module
- Principles of effective policy drafting
- Policy scope definition
- Stakeholder review cycles
- Version control for policies
- Policy decomposition techniques
- Enforcement mechanism mapping
- Compliance tracking systems
- Policy exception handling
- Integration with GRC platforms
- Policy sunset and retirement
- Audit preparation workflows
- Policy performance metrics
Module 3. Stewardship Models and Role Clarity
Defining and deploying cross-functional data stewardship at enterprise scale
12 chapters in this module
- Core stewardship roles and responsibilities
- Centralised vs federated models
- Hybrid stewardship frameworks
- Steward onboarding processes
- Role-based training curricula
- Steward performance metrics
- Conflict resolution protocols
- Escalation pathways
- Steward community development
- Tooling for steward collaboration
- Stewardship KPIs and dashboards
- Rotational stewardship programmes
Module 4. Governance Integration with Data Platforms
Embedding governance into data pipelines, warehouses, and lakes
12 chapters in this module
- Governance touchpoints in data ingestion
- Metadata tagging standards
- Automated policy checks in ETL
- Integration with data quality tools
- Catalogue governance workflows
- Access control alignment
- Schema change governance
- Versioned data contracts
- Data product governance
- Cross-platform consistency
- Monitoring for drift
- Remediation workflows
Module 5. Cross-Domain Governance Coordination
Aligning data governance across finance, supply chain, customer, and HR domains
12 chapters in this module
- Domain-specific data rules
- Commonality analysis across domains
- Master data domain boundaries
- Inter-domain conflict resolution
- Unified glossary development
- Domain governance councils
- Cross-domain policy harmonisation
- Change coordination frameworks
- Domain-specific KPIs
- Shared services models
- Domain onboarding playbooks
- Governance domain maturity assessment
Module 6. Automated Compliance and Audit Readiness
Building systems that maintain compliance without manual oversight
12 chapters in this module
- Compliance requirement mapping
- Automated evidence collection
- Audit trail design
- Regulatory change monitoring
- Compliance dashboarding
- Pre-audit self-assessment
- Documentation automation
- Regulatory update response workflows
- Third-party audit coordination
- Findings tracking systems
- Continuous compliance monitoring
- Compliance culture development
Module 7. Data Lineage and Provenance Systems
Implementing end-to-end traceability from source to insight
12 chapters in this module
- Lineage capture methods
- Source system integration patterns
- Metadata harvesting techniques
- Lineage visualisation standards
- Lineage accuracy validation
- Impact analysis workflows
- Downstream usage tracking
- Lineage in real-time systems
- Lineage for regulatory reporting
- Automated lineage updates
- Lineage gap analysis
- Lineage in hybrid environments
Module 8. Change Governance and Approval Workflows
Managing data model and policy changes with controlled processes
12 chapters in this module
- Change request intake
- Impact assessment protocols
- Stakeholder consultation workflows
- Approval routing design
- Change freeze periods
- Rollback planning
- Change communication templates
- Automated change validation
- Versioned data definitions
- Backward compatibility rules
- Change audit logging
- Post-implementation review
Module 9. Data Quality Governance Integration
Embedding quality rules into governance frameworks
12 chapters in this module
- Quality rule ownership models
- Rule definition standards
- Threshold setting methodologies
- Quality metric reporting
- Exception handling workflows
- Quality rule lifecycle
- Integration with monitoring tools
- Automated remediation triggers
- Quality service level agreements
- Root cause analysis integration
- Quality trend forecasting
- Quality culture initiatives
Module 10. Vendor and Third-Party Data Governance
Extending governance to external partners and data suppliers
12 chapters in this module
- Third-party risk assessment
- Data sharing agreements
- Vendor onboarding checklists
- External data quality monitoring
- Contractual compliance tracking
- Vendor audit rights
- Data sovereignty considerations
- Cross-border data flows
- Vendor offboarding
- Joint governance models
- Escalation with vendors
- Vendor performance scorecards
Module 11. Governance Metrics and Value Demonstration
Measuring and communicating the impact of data governance
12 chapters in this module
- Defining governance KPIs
- Time-to-value measurement
- Cost of poor quality tracking
- Compliance risk reduction metrics
- Steward productivity measures
- Data incident reduction rates
- Stakeholder satisfaction surveys
- ROI calculation frameworks
- Benchmarking against peers
- Executive reporting templates
- Storytelling with governance data
- Continuous improvement cycles
Module 12. Scaling Governance Across the Enterprise
Strategies for expanding governance maturity beyond pilot domains
12 chapters in this module
- Phased rollout planning
- Quick win identification
- Governance change management
- Executive sponsorship models
- Internal marketing of governance
- Training at scale
- Governance in mergers and acquisitions
- Global governance coordination
- Localisation considerations
- Cultural adaptation of policies
- Lessons from scaled implementations
- Sustaining governance momentum
How this maps to your situation
- Organisations scaling data governance beyond initial pilots
- Enterprises preparing for regulatory audits
- Teams integrating data governance with modern data platforms
- Leaders building cross-functional data stewardship
Before vs. after
Before
Confidence gaps in executing governance frameworks despite certification-level knowledge
After
Clarity in deploying and scaling governance with repeatable processes and documented playbooks
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 4 hours per module, designed for integration into regular work cycles over a 12-week period.
If nothing changes
Without structured implementation guidance, even certified professionals risk stalled initiatives, inconsistent enforcement, and missed opportunities to demonstrate governance value at scale.
How this compares to the alternatives
Unlike generic data governance courses, this programme builds directly on the Art of Service MDM Certification framework, offering implementation-specific guidance not available in open-source or vendor-specific training.
Frequently asked
Who is this course for?
Professionals who have completed the Master Data Management Certification and are now responsible for implementing or enhancing enterprise data governance frameworks.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Is there video content?
No. The course is text-based with detailed implementation guides, templates, and examples designed for practitioners applying concepts in real-time.
$199 one-time. Approximately 4 hours per module, designed for integration into regular work cycles over a 12-week period..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours