A tailored course, built for your situation
Mid-Market Customer Data Platform Programs for Mid-Market Operations
Implementation-grade mastery for business and technology professionals driving data strategy
$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.
Fragmented data systems slow down decision-making, limit compliance readiness, and increase operational overhead in mid-market organizations.
The situation this course is for
Mid-market teams often inherit hybrid environments where CRM, ERP, and marketing platforms don’t speak to each other. Without a structured CDP program, operations leaders face rising complexity in reporting, personalization, and regulatory alignment, especially as data governance expectations evolve.
Who this is for
Business and technology professionals in mid-market organizations responsible for data strategy, operations architecture, compliance, or cross-functional platform integration.
Who this is not for
This is not for enterprise-scale data engineers focused solely on petabyte-scale pipelines or for individuals seeking introductory overviews of CDP vendors.
What you walk away with
- Architect a scalable CDP program aligned with mid-market constraints and growth goals
- Implement governance frameworks that satisfy compliance and operational needs
- Integrate CDP with CRM, ERP, and service platforms using proven patterns
- Lead cross-functional adoption with change management templates
- Deploy a practical, auditable playbook tailored to real-world execution
The 12 modules (with all 144 chapters)
Module 1. Foundations of Mid-Market CDP Strategy
Establish core principles and scope for CDP programs in mid-market contexts.
12 chapters in this module
- Defining CDP in mid-market operations
- Differentiating CDP from CRM and DMP
- Strategic drivers: efficiency, compliance, personalization
- Assessing organizational readiness
- Common myths and misconceptions
- Vendor landscape overview
- Internal stakeholder mapping
- Budgeting for scale and sustainability
- Timeline planning for rollout
- Success metrics and KPIs
- Risk assessment and mitigation
- Aligning with executive priorities
Module 2. Data Governance and Compliance Integration
Build governance frameworks that support operational integrity and regulatory alignment.
12 chapters in this module
- Data ownership models
- Consent management fundamentals
- Privacy by design principles
- Regulatory alignment (GDPR, CCPA, etc.)
- Audit trail requirements
- Data retention policies
- Role-based access control
- Cross-border data flow considerations
- Vendor data handling standards
- Documentation frameworks
- Compliance automation tools
- Governance review cycles
Module 3. Customer Identity Resolution Techniques
Master methods for unifying customer identities across systems and touchpoints.
12 chapters in this module
- Understanding identity graphs
- Deterministic vs probabilistic matching
- Email, phone, and account linking
- Anonymous to known user transitions
- Cross-device identity challenges
- Golden record construction
- Identity resolution accuracy metrics
- Conflict resolution strategies
- Third-party identity providers
- First-party identity collection
- Identity graph maintenance
- Identity resolution testing
Module 4. Data Ingestion and Pipeline Architecture
Design reliable, maintainable data pipelines for diverse source systems.
12 chapters in this module
- Source system inventory
- Batch vs streaming ingestion
- API integration patterns
- ETL vs ELT decision framework
- Error handling and retry logic
- Data quality validation
- Schema evolution management
- Rate limiting and throttling
- Logging and monitoring pipelines
- Security in transit and at rest
- Scalability planning
- Pipeline documentation standards
Module 5. Integration with CRM and ERP Systems
Enable seamless data flow between CDP and core business systems.
12 chapters in this module
- CRM integration objectives
- Salesforce data model alignment
- ServiceNow integration patterns
- ERP data extraction methods
- SAP customer data mapping
- NetSuite synchronization
- Bi-directional sync design
- Conflict resolution in updates
- Field-level mapping standards
- Integration testing protocols
- Change management for integrated fields
- Performance optimization
Module 6. Marketing and Operational Use Cases
Apply CDP data to real-world marketing and service scenarios.
12 chapters in this module
- Personalization at scale
- Customer journey orchestration
- Churn prediction models
- Service request routing
- Automated lifecycle emails
- Dynamic content delivery
- Lead scoring frameworks
- Cross-sell opportunity detection
- Customer lifetime value modeling
- Feedback loop integration
- A/B testing with CDP segments
- Campaign performance attribution
Module 7. Change Management and Adoption
Drive organizational buy-in and effective use across teams.
12 chapters in this module
- Stakeholder communication plans
- Training program design
- User role definition
- Adoption metrics tracking
- Feedback collection mechanisms
- Champion network development
- Documentation accessibility
- Ongoing support structures
- Release communication templates
- Resistance identification and response
- Leadership alignment tactics
- Sustained engagement strategies
Module 8. Data Quality and Observability
Ensure data accuracy, completeness, and trust across the platform.
12 chapters in this module
- Data quality KPIs
- Completeness measurement
- Accuracy validation techniques
- Freshness monitoring
- Consistency checks
- Anomaly detection
- Data lineage tracking
- Observability tooling
- Alerting frameworks
- Root cause analysis
- Data health dashboards
- Remediation workflows
Module 9. Security and Access Control
Implement robust security practices tailored to mid-market CDP deployments.
12 chapters in this module
- Principle of least privilege
- Authentication protocols
- Single sign-on integration
- Multi-factor enforcement
- Session management
- Data encryption standards
- Access logging
- Audit trail configuration
- Third-party vendor access
- Security incident response
- Penetration testing coordination
- Compliance certification prep
Module 10. Scalability and Future-Proofing
Plan for growth, new data sources, and evolving business needs.
12 chapters in this module
- Capacity planning
- Modular architecture design
- API extensibility
- New source integration patterns
- Data model flexibility
- Vendor lock-in avoidance
- Cloud infrastructure options
- Cost optimization strategies
- Performance benchmarking
- Technical debt management
- Roadmap alignment
- Exit strategy considerations
Module 11. Cross-Functional Collaboration Models
Foster alignment between IT, operations, marketing, and compliance teams.
12 chapters in this module
- Shared ownership frameworks
- Joint planning sessions
- Interdepartmental SLAs
- Conflict resolution protocols
- Unified reporting standards
- Data stewardship roles
- Collaboration tool integration
- Meeting rhythm design
- Escalation paths
- Decision rights clarification
- Success sharing practices
- Feedback integration loops
Module 12. Implementation Playbook Development
Assemble and deploy a customized, executable CDP rollout plan.
12 chapters in this module
- Playbook structure design
- Milestone definition
- Resource allocation templates
- Risk register integration
- Stakeholder communication calendar
- Vendor onboarding checklist
- Data migration plan
- Testing and validation schedule
- Go-live criteria
- Post-launch review process
- Iterative improvement cycle
- Knowledge transfer protocols
How this maps to your situation
- Organizations adopting CDP for the first time
- Teams integrating CDP with legacy systems
- Leaders driving compliance-aligned data strategy
- Professionals leading cross-functional data initiatives
Before vs. after
Before
Operating with siloed data, inconsistent definitions, and reactive decision-making across departments.
After
Leading a unified, governed, and operationally effective customer data program with clear accountability and measurable impact.
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 36 hours of content, designed for self-paced learning with practical application exercises.
If nothing changes
Without a structured approach, organizations risk prolonged inefficiency, compliance exposure, and missed opportunities to leverage customer data as a strategic asset.
How this compares to the alternatives
Unlike vendor-specific certifications or high-level overviews, this course provides implementation-grade knowledge independent of any single platform, focused exclusively on mid-market operational realities.
Frequently asked
Who is this course designed for?
Business and technology professionals in mid-market organizations leading or contributing to customer data platform initiatives in operations, compliance, IT, or data roles.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Is this course tied to a specific CDP vendor?
No. The course is platform-agnostic and focuses on principles, patterns, and practices applicable across vendor choices.
$199 one-time. Approximately 36 hours of content, designed for self-paced learning with practical application exercises..
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