A tailored course, built for your situation
Repeatable data governance artefacts that compound across enterprise deliveries
Build a self-reinforcing library of architecture decisions, patterns, and compliance mappings that accelerate every new initiative
$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.
The situation this course is for
Who this is for
Senior data architect in regulated financial services, delivering governance frameworks, control mappings, and data models across enterprise systems
Who this is not for
Junior data analysts, tool-specific administrators, or teams focused only on tactical data cleanup without architectural intent
What you walk away with
- A structured personal IP library for data governance patterns and decisions
- Templated decision records that capture rationale, constraints, and trade-offs
- Cross-referenced control mappings that accelerate compliance audits
- Reusable data domain models that reduce scoping time for new initiatives
- A compounding asset that grows in value with each delivery
The 12 modules (with all 144 chapters)
Module 1. Foundations of compounding artefacts
Define the core attributes of reusable governance outputs: atomicity, traceability, and decision provenance. Learn how to distinguish one-off documents from assets designed to compound.
12 chapters in this module
- What makes an artefact reusable
- Atomic vs composite outputs
- Decision provenance basics
- Traceability metadata fields
- Naming conventions for search
- Versioning without bloat
- Ownership vs stewardship tags
- Linking to governance frameworks
- Mapping to regulatory domains
- Embedding compliance intent
- Structuring for peer reuse
- Testing reusability in practice
Module 2. Designing decision records
Turn architecture decisions into structured, searchable records with clear rationale, constraints, and context. Use templates that survive team turnover and system evolution.
12 chapters in this module
- Minimum viable decision record
- Capturing business drivers
- Documenting technical constraints
- Recording alternatives considered
- Stating success criteria
- Linking to data domains
- Tagging by regulatory impact
- Archiving superseded versions
- Referencing control frameworks
- Adding escalation paths
- Version control discipline
- Peer validation workflow
Module 3. Building reusable domain models
Create data domain definitions that persist across projects. Structure models to support consistent classification, lineage, and access control implementation.
12 chapters in this module
- Defining domain boundaries
- Naming canonical entities
- Standardising attribute definitions
- Classifying sensitivity levels
- Mapping to enterprise glossary
- Linking to regulatory obligations
- Versioning domain changes
- Capturing ownership transitions
- Integrating with metadata tools
- Exporting for policy use
- Validating with business stewards
- Updating without breaking
Module 4. Templating compliance mappings
Transform compliance requirements into reusable control mappings. Build templates that accelerate audit preparation and reduce interpretation drift.
12 chapters in this module
- Decomposing regulatory clauses
- Identifying control objectives
- Mapping to technical controls
- Linking to system components
- Documenting evidence sources
- Adding frequency and owner
- Versioning control changes
- Cross-referencing frameworks
- Automating gap analysis
- Generating audit narratives
- Updating for new mandates
- Peer review checklist
Module 5. Structuring lineage specifications
Create lineage blueprints that serve as reference artefacts. Design them to be reused across projects and extended as systems evolve.
12 chapters in this module
- Defining scope boundaries
- Choosing fidelity level
- Identifying source systems
- Mapping transformation logic
- Documenting business rules
- Linking to data flows
- Adding ownership details
- Versioning lineage updates
- Integrating with tooling
- Generating summary views
- Validating with stakeholders
- Archiving deprecated flows
Module 6. Creating policy implementation packs
Bundle policy requirements with implementation guidance. Make them actionable for engineers and auditable for compliance teams.
12 chapters in this module
- Extracting technical mandates
- Translating to system rules
- Defining enforcement points
- Specifying monitoring logic
- Linking to control mappings
- Adding exception handling
- Documenting fallback states
- Versioning policy changes
- Integrating with CI/CD
- Generating compliance reports
- Updating for new risks
- Peer sign-off workflow
Module 7. Developing reference architecture snippets
Break architecture designs into reusable components. Structure them for easy integration into new solution proposals.
12 chapters in this module
- Identifying reusable patterns
- Defining context boundaries
- Documenting integration points
- Specifying data contracts
- Adding performance benchmarks
- Linking to security controls
- Versioning component updates
- Deprecating legacy patterns
- Validating with architects
- Publishing to internal library
- Requesting feedback
- Tracking reuse instances
Module 8. Templating data quality rules
Turn data quality requirements into executable specifications. Build templates that ensure consistency across monitoring and reporting.
12 chapters in this module
- Classifying rule types
- Defining threshold levels
- Specifying measurement logic
- Linking to business impacts
- Adding ownership tags
- Scheduling execution
- Documenting exception paths
- Integrating with tooling
- Generating alert logic
- Versioning rule changes
- Validating with stewards
- Archiving deprecated rules
Module 9. Designing access control blueprints
Create role-based access templates that align with data sensitivity and regulatory requirements. Make them easy to adapt for new systems.
12 chapters in this module
- Classifying data sensitivity
- Defining role categories
- Mapping permissions by function
- Linking to job families
- Specifying approval workflows
- Adding time-bound access
- Documenting audit trails
- Integrating with IAM
- Generating compliance evidence
- Versioning policy updates
- Testing with mock roles
- Updating for new threats
Module 10. Building metadata publication standards
Define how metadata should be published and maintained. Ensure it remains accurate, accessible, and linked to governance artefacts.
12 chapters in this module
- Choosing publication format
- Defining update frequency
- Specifying ownership
- Linking to source systems
- Adding business context
- Integrating with search
- Versioning metadata changes
- Validating with consumers
- Archiving deprecated fields
- Generating usage reports
- Updating for new sources
- Peer review process
Module 11. Creating cross-framework alignment maps
Show how different governance frameworks relate. Build reference maps that reduce duplication and improve consistency.
12 chapters in this module
- Identifying overlapping domains
- Mapping equivalent controls
- Documenting differences
- Linking to implementation
- Adding interpretation notes
- Versioning framework changes
- Publishing alignment views
- Validating with experts
- Updating for new standards
- Generating comparison reports
- Archiving deprecated mappings
- Requesting feedback
Module 12. Maintaining a compounding library
Establish practices for continuous improvement. Ensure your artefact library grows in value with every project and practitioner.
12 chapters in this module
- Scheduling regular reviews
- Tracking reuse instances
- Collecting feedback
- Measuring impact
- Updating outdated content
- Deprecating legacy artefacts
- Onboarding new contributors
- Promoting high-value assets
- Linking to performance goals
- Celebrating reuse wins
- Planning next additions
- Reviewing library health
How this maps to your situation
- When drafting a new data governance policy
- During architecture review for a new system
- Preparing for a regulatory audit
- Onboarding a new team member
Before vs. after
Before
Governance outputs are project-specific, difficult to reuse, and often rebuilt from scratch.
After
Each delivery adds to a growing library of structured, searchable, and reusable artefacts that accelerate future work.
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 3-4 hours per module, designed to be completed alongside active projects.
How this compares to the alternatives
Unlike generic data governance courses, this program focuses specifically on designing outputs as reusable assets. It does not cover tool configuration or vendor-specific implementations, but instead teaches how to create compounding value from your architectural decisions regardless of the tools in use.
Frequently asked
Is this course specific to any data governance tool?
No. The course teaches principles and templates that apply across tools and platforms.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will I receive templates I can use immediately?
Yes. Every module includes downloadable templates and worked examples ready for adaptation.
$199 one-time. Approximately 3-4 hours per module, designed to be completed alongside active projects..
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