A tailored course, built for your situation
Advanced Master Data Governance: Implementation Mastery
Operationalize data integrity at scale with enterprise-grade frameworks
$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 MDM principles isn’t enough when systems resist integration, policies lack enforcement, or audits expose governance gaps.
The situation this course is for
Professionals trained in foundational MDM often struggle when asked to implement governance at scale. Without structured frameworks, they face recurring data drift, stakeholder misalignment, and compliance exposure despite best efforts.
Who this is for
A business or technology professional who has completed MDM training and now leads or influences data governance, stewardship, or integration initiatives in regulated or complex environments.
Who this is not for
This is not for data analysts seeking dashboard skills, entry-level IT staff, or professionals without prior MDM exposure.
What you walk away with
- Design audit-compliant data governance frameworks tailored to organizational scale
- Implement role-based data stewardship models with clear accountability
- Automate policy enforcement across source systems and data pipelines
- Align MDM initiatives with enterprise risk, compliance, and operational goals
- Deploy a living data governance playbook that evolves with regulatory demands
The 12 modules (with all 144 chapters)
Module 1. From MDM Certification to Governance Practice
Transition from foundational knowledge to operational leadership in data governance.
12 chapters in this module
- Bridging certification to real-world impact
- The evolution of data governance maturity
- Defining governance vs. management
- Stakeholder mapping for influence
- Assessing organizational readiness
- Common pitfalls after certification
- Building credibility as a data steward
- Leveraging existing MDM frameworks
- From theory to implementation mindset
- Creating governance roadmaps
- Measuring early wins
- Sustaining momentum post-training
Module 2. Enterprise Data Governance Frameworks
Master proven models for scalable, auditable governance.
12 chapters in this module
- COBIT and DAMA-DMBOK integration
- Designing governance charters
- Policy hierarchy and enforcement
- Data governance office structures
- Cross-functional council models
- Escalation protocols for conflicts
- Versioning governance artifacts
- Integrating with IT governance
- Risk-based prioritization
- Regulatory alignment strategies
- Benchmarking against peers
- Adapting frameworks to size
Module 3. Data Stewardship Role Design
Define, deploy, and empower data steward roles across domains.
12 chapters in this module
- Core stewardship archetypes
- Role vs. responsibility clarity
- Embedding stewards in business units
- Compensation and incentives
- Training pathways for stewards
- Conflict resolution protocols
- Stewardship workflow design
- Tooling support for stewards
- Performance metrics
- Onboarding new stewards
- Rotational stewardship models
- Scaling steward networks
Module 4. Policy Design and Automation
Turn static policies into dynamic, enforceable rules.
12 chapters in this module
- Policy lifecycle management
- Writing actionable policy language
- Classifying policy types
- Automating policy checks
- Integrating with data quality tools
- Version control for policies
- Audit trail requirements
- Policy exception handling
- Stakeholder review cycles
- Enforcement escalation paths
- Metrics for policy adherence
- Updating policies in real time
Module 5. Cross-Domain Data Alignment
Harmonize data definitions across finance, operations, sales, and compliance.
12 chapters in this module
- Identifying conflicting definitions
- Facilitating alignment workshops
- Creating shared data dictionaries
- Resolving ownership disputes
- Mapping data across silos
- Standardizing KPIs enterprise-wide
- Change control for shared data
- Versioning common models
- Governance for master data hubs
- Handling legacy system conflicts
- Building cross-domain councils
- Tracking alignment maturity
Module 6. Data Lineage and Traceability
Establish end-to-end visibility from source to insight.
12 chapters in this module
- Principles of data lineage
- Automated lineage capture
- Visualizing data flows
- Documenting transformation logic
- Linking lineage to compliance
- Audit-ready lineage reports
- Lineage for AI/ML pipelines
- Integrating with metadata tools
- Maintaining lineage accuracy
- Handling schema changes
- Lineage for regulatory reporting
- User-facing lineage dashboards
Module 7. Data Quality Governance
Embed quality standards into governance workflows.
12 chapters in this module
- Defining quality dimensions
- Setting measurable thresholds
- Automated quality scoring
- Root cause analysis protocols
- Quality SLAs with business units
- Integrating with ETL pipelines
- Feedback loops for improvement
- Quality dashboards for leaders
- Handling data exceptions
- Certifying data for use
- Reconciling quality across systems
- Continuous monitoring design
Module 8. Regulatory and Compliance Integration
Align governance with evolving compliance demands.
12 chapters in this module
- Mapping regulations to data controls
- GDPR, CCPA, HIPAA alignment
- SOX and audit requirements
- Preparing for regulatory exams
- Documentation standards
- Evidence collection workflows
- Compliance exception handling
- Regulatory change monitoring
- Cross-border data rules
- Industry-specific mandates
- Third-party data compliance
- Audit response playbooks
Module 9. Technology Enablement Strategies
Select and configure tools that support governance at scale.
12 chapters in this module
- Evaluating governance platforms
- Integrating with MDM tools
- Metadata management systems
- Workflow automation options
- API strategies for integration
- Tooling for steward collaboration
- Change management for tool rollout
- User adoption techniques
- Vendor selection criteria
- Custom vs. off-the-shelf tradeoffs
- Scalability considerations
- Support and maintenance planning
Module 10. Change Management for Data Governance
Drive adoption and cultural shift.
12 chapters in this module
- Assessing resistance patterns
- Stakeholder communication plans
- Executive sponsorship models
- Training programs for teams
- Celebrating governance wins
- Addressing legacy mindsets
- Incentivizing compliance
- Feedback mechanisms
- Iterative improvement cycles
- Scaling successful pilots
- Documenting lessons learned
- Sustaining governance culture
Module 11. Metrics and Performance Reporting
Quantify governance impact for leadership.
12 chapters in this module
- Key performance indicators
- Data health scorecards
- Governance maturity models
- Reporting to executives
- Benchmarking progress
- ROI measurement frameworks
- Balancing qualitative and quantitative
- Tailoring reports by audience
- Dashboard design principles
- Audit readiness metrics
- Tracking policy adherence
- Improvement trend analysis
Module 12. Living Governance Playbook Development
Create and maintain an evolving implementation guide.
12 chapters in this module
- Playbook purpose and scope
- Structuring for usability
- Version control systems
- Contributor onboarding
- Feedback integration
- Updating for regulatory changes
- Integrating lessons from incidents
- Searchability and navigation
- Role-based access design
- Integration with training
- Automated update alerts
- Retiring outdated content
How this maps to your situation
- Post-certification implementation gap
- Scaling governance beyond pilot teams
- Preparing for regulatory scrutiny
- Driving executive buy-in for data programs
Before vs. after
Before
Trained in MDM principles but unsure how to implement governance at scale, resolve stewardship conflicts, or meet audit demands.
After
Equipped to design, deploy, and sustain enterprise-grade data governance with confidence, clarity, and compliance.
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 45, 60 hours total, designed for self-paced learning with implementation milestones.
If nothing changes
Without structured implementation knowledge, even certified professionals risk stalled initiatives, recurring data issues, and missed leadership opportunities in a field demanding operational excellence.
How this compares to the alternatives
Unlike generic data courses, this program builds directly on MDM certification with implementation-grade frameworks, real-world templates, and a custom playbook, making it the only path from knowledge to operational leadership.
Frequently asked
How is this different from my MDM certification?
This course focuses on implementation, governance design, and real-world execution, turning certification knowledge into operational impact.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Is there hands-on work?
Yes, every module includes downloadable templates, decision frameworks, and implementation exercises.
$199 one-time. Approximately 45, 60 hours total, designed for self-paced learning with implementation milestones..
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