A tailored course, built for your situation
Advanced Master Data Governance: Implementation Mastery
From certification to execution, operationalize MDM with precision and scale
$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 concepts isn’t enough, teams need structured execution to deliver trusted data at scale.
The situation this course is for
Professionals often complete certification only to face ambiguity in applying frameworks. Policies lack enforcement mechanisms, stewardship models stall, and integration efforts become siloed. Without a clear implementation blueprint, even strong foundational knowledge underdelivers.
Who this is for
Business and technology professionals who have completed foundational MDM training and are moving into implementation or leadership roles.
Who this is not for
This is not for beginners in data management or those seeking theoretical overviews without execution focus.
What you walk away with
- Design and deploy a scalable data governance operating model
- Implement policy automation across critical data domains
- Lead cross-functional stewardship initiatives with clear accountability
- Integrate MDM with compliance, ERP, and analytics platforms
- Deliver audit-ready data governance documentation
The 12 modules (with all 144 chapters)
Module 1. Governance Operating Models
Establish the foundation for scalable data governance.
12 chapters in this module
- Defining governance vs management
- Roles in a governance council
- Stewardship tiering strategies
- Decision rights frameworks
- Escalation pathways
- Charter development
- Operating rhythm design
- KPIs for governance health
- Integration with ERM
- Board-level reporting patterns
- Cross-functional alignment
- Adaptive governance models
Module 2. Policy Design and Lifecycle
Create enforceable, versioned data policies.
12 chapters in this module
- Policy taxonomy design
- Standard vs custom policy types
- Version control for policies
- Approval workflows
- Policy exception handling
- Automated policy checks
- Policy sunsetting rules
- Localization considerations
- Regulatory mapping
- Policy testing frameworks
- Stakeholder feedback loops
- Policy audit trails
Module 3. Data Stewardship Frameworks
Structure stewardship for clarity and action.
12 chapters in this module
- Steward role definitions
- Centralized vs federated models
- Steward onboarding process
- Conflict resolution protocols
- Steward performance metrics
- Tooling for steward efficiency
- Escalation to governance council
- Steward training curriculum
- Cross-domain collaboration
- Stewardship KPIs
- Incentive alignment
- Stewardship maturity assessment
Module 4. Critical Data Domains
Prioritize and govern high-impact data entities.
12 chapters in this module
- Identifying critical domains
- Business impact scoring
- Regulatory linkage
- Ownership assignment
- Domain-specific policies
- Data quality thresholds
- Monitoring cadence
- Incident response playbooks
- Domain interdependencies
- Change control integration
- Domain retirement criteria
- Domain health dashboards
Module 5. Integration Architecture
Connect MDM to enterprise systems securely.
12 chapters in this module
- API design for MDM
- Event-driven synchronization
- Master data replication patterns
- Data contract standards
- System of record rules
- Conflict resolution logic
- Data lineage integration
- Change data capture setup
- Batch vs real-time sync
- Error handling workflows
- Monitoring integration health
- Decommissioning legacy sources
Module 6. Compliance and Audit Readiness
Align MDM with regulatory requirements.
12 chapters in this module
- GDPR data subject rights
- CCPA compliance mapping
- SOX controls integration
- Audit trail requirements
- Data retention policies
- Regulatory change tracking
- Compliance reporting
- Third-party data handling
- Data sovereignty rules
- Evidence packaging
- Internal audit coordination
- External audit preparation
Module 7. Data Quality Integration
Embed quality into governance workflows.
12 chapters in this module
- Quality rule design
- Threshold setting methodology
- Automated rule execution
- False positive handling
- Root cause analysis
- Remediation workflows
- Quality scorecards
- Trend analysis
- Quality SLAs
- Steward intervention points
- Quality culture building
- Tool integration patterns
Module 8. Metadata Management
Leverage metadata for governance efficiency.
12 chapters in this module
- Metadata taxonomy
- Technical vs business metadata
- Automated harvesting
- Metadata lineage
- Glossary integration
- Ownership tracking
- Change impact analysis
- Searchability features
- Metadata versioning
- Integration with BI tools
- Metadata quality rules
- Metadata audit readiness
Module 9. Change Management
Manage data changes with governance oversight.
12 chapters in this module
- Change request workflows
- Impact assessment methods
- Stakeholder notification
- Approval routing
- Rollback planning
- Testing in pre-production
- Go-live coordination
- Post-change validation
- Change documentation
- Emergency change protocols
- Change velocity metrics
- Change fatigue mitigation
Module 10. Automation and Orchestration
Scale governance through automation.
12 chapters in this module
- Workflow automation design
- Rule-based escalation
- Notification systems
- Automated reporting
- Policy enforcement bots
- Steward task routing
- Data quality auto-remediation
- Orchestration platforms
- Error handling automation
- Monitoring dashboard integration
- Self-service governance tools
- Automation maturity model
Module 11. Cross-Functional Alignment
Align data governance with business units.
12 chapters in this module
- Business unit engagement
- Governance ambassadors
- Alignment workshops
- Feedback integration
- Conflict resolution
- Shared KPIs
- Joint roadmap planning
- Executive sponsorship
- Communication cadence
- Success story sharing
- Barrier identification
- Collaboration tooling
Module 12. Evolution and Scaling
Grow governance maturity over time.
12 chapters in this module
- Maturity assessment models
- Roadmap development
- Resource planning
- Budgeting for scale
- Technology refresh cycles
- Skills development
- External benchmarking
- Lessons learned integration
- Governance innovation
- Stakeholder evolution
- Scaling playbooks
- Future-state visioning
How this maps to your situation
- Enterprise teams launching governance rollout
- Organizations responding to regulatory scrutiny
- Data offices scaling beyond pilot phases
- Teams integrating MDM with ERP or analytics
Before vs. after
Before
Uncertainty in executing governance frameworks despite strong conceptual knowledge.
After
Clarity and confidence in deploying and operating enterprise-grade data governance.
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 60, 70 hours of self-paced learning, designed for professionals balancing active roles.
If nothing changes
Without structured implementation knowledge, even certified professionals risk stalled initiatives, inconsistent enforcement, and missed opportunities to lead high-impact data programs.
How this compares to the alternatives
Unlike generic MDM courses, this program delivers implementation-grade frameworks used by leading enterprises, specifically designed for professionals moving from certification to execution.
Frequently asked
Who is this course for?
This course is for professionals who have completed foundational MDM training and are ready to lead implementation.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Is there a certificate upon completion?
Yes, a certificate of implementation mastery is awarded upon course completion.
$199 one-time. Approximately 60, 70 hours of self-paced learning, designed for professionals balancing active roles..
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