A tailored course, built for your situation
Mastering ISO 27701 for Senior Data Engineers in Regulated Environments
Build privacy-by-design into data systems with precision and long-term defensibility
$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.
Privacy compliance often breaks down in execution, due to rework, unclear ownership, and patchy documentation
The situation this course is for
Even well-architected data systems face delays when privacy controls aren't designed in from the start. Teams fall back on manual fixes, last-minute documentation, and reactive audits, leading to technical debt and compliance risk. The gap isn't knowledge, it's structured implementation aligned with standards.
Who this is for
Senior Data Engineers in large enterprises subject to privacy regulations, responsible for designing or maintaining data pipelines that process personal data
Who this is not for
Entry-level developers, non-technical privacy officers, or consultants without hands-on data architecture experience
What you walk away with
- Implement ISO 27701-compliant data processing workflows from the first design iteration
- Produce audit-ready records of consent and data handling with minimal rework
- Map technical controls directly to PII processing activities in documentation
- Reduce revision cycles with regulators by delivering complete, accurate privacy artifacts upfront
- Integrate privacy requirements into CI/CD pipelines with automated compliance checks
The 12 modules (with all 144 chapters)
Module 1. Understanding ISO 27701 in Data System Context
Ground your engineering decisions in the actual scope and intent of ISO 27701, focusing on how it extends ISO 27001 for privacy-specific controls. Learn to distinguish between data protection and privacy compliance requirements.
12 chapters in this module
- Scope of ISO 27701
- Relationship to ISO 27001
- Privacy vs security controls
- Key definitions clarified
- Data subject rights mapping
- Jurisdictional applicability
- Controller vs processor roles
- Binding corporate rules
- Cross-border data flow rules
- Consent lifecycle stages
- Lawful basis identification
- Purpose limitation in design
Module 2. Data Flow Mapping for Privacy Compliance
Build accurate, compliance-grade data flow diagrams that identify personal data touchpoints. Use these to enforce data minimization and purpose limitation at the architectural level.
12 chapters in this module
- Personal data identification
- System boundary definition
- Third-party data sharing
- API-level data tracking
- Logging PII access
- Storage location tagging
- Retention period alignment
- Deletion triggers
- Data subject linkage
- Encryption boundaries
- Masking thresholds
- Anonymization feasibility
Module 3. Consent Architecture Patterns
Design systems that capture, store, and act on consent in a way that's verifiable and revocable. Align technical implementation with legal requirements for auditability.
12 chapters in this module
- Consent capture interfaces
- Backend storage schema
- Versioned consent records
- Opt-in default settings
- Granular consent flags
- Consent withdrawal hooks
- Audit trail generation
- Revocation propagation
- Third-party notification
- Consent expiry logic
- Parental consent flows
- Consent batch updates
Module 4. Data Minimization by Design
Embed data minimization into ETL pipelines and API contracts. Reduce processing risk by ensuring only necessary data is collected and retained.
12 chapters in this module
- Field-level necessity check
- Schema restriction rules
- Default masking policies
- PII detection automation
- Collection point gates
- Purpose-based access
- Role-based filtering
- Dynamic data masking
- Data lifecycle triggers
- Retention policy coding
- Auto-purge workflows
- Data minimization testing
Module 5. Privacy Control Implementation
Map ISO 27701 controls directly to technical controls in databases, pipelines, and access layers. Ensure each requirement has a working, documented implementation.
12 chapters in this module
- Access control alignment
- Logging requirements
- Breach detection rules
- Data subject access APIs
- Right to erasure logic
- Data portability endpoints
- Purpose limitation checks
- Automated DSR handling
- Privacy notice delivery
- Vendor data agreements
- Subprocessor tracking
- Compliance dashboard
Module 6. Documentation for Audit Readiness
Produce complete, accurate records of processing activities that align with Article 30 requirements. Structure documentation to survive auditor follow-ups.
12 chapters in this module
- RoPA structure
- Data flow accuracy
- Purpose documentation
- Legal basis justification
- Retention schedule
- Security measures listed
- Processor agreements
- Data protection officers
- Internal review cycles
- External auditor notes
- Version control use
- Change tracking setup
Module 7. Integration with DevSecOps
Embed privacy checks into CI/CD pipelines and infrastructure as code. Make compliance a built-in feature, not a post-deployment review.
12 chapters in this module
- Pipeline gate checks
- PII detection scripts
- Schema validation rules
- Automated RoPA updates
- Compliance linting
- Pull request requirements
- Secrets management
- Infrastructure templates
- CI/CD policy enforcement
- Automated reporting
- Failure escalation paths
- Remediation workflows
Module 8. Vendor and Subprocessor Management
Structure contracts and technical integrations with third parties to maintain compliance. Ensure data flows beyond your system remain defensible.
12 chapters in this module
- Vendor assessment criteria
- Data processing agreements
- Subprocessor disclosure
- Cross-border rules
- Audit rights clauses
- Compliance certification
- Technical safeguards review
- Data transfer mechanisms
- Vendor compliance monitoring
- Breach notification terms
- Termination triggers
- Annual review scheduling
Module 9. Incident Response for Privacy Breaches
Prepare technical systems to detect, log, and respond to privacy incidents. Reduce notification timelines with automated evidence collection.
12 chapters in this module
- Breach detection rules
- Log aggregation setup
- Incident classification
- Notification triggers
- 72-hour countdown logic
- Regulator reporting format
- Internal escalation paths
- Legal team coordination
- Automated evidence pack
- Breach documentation
- Post-mortem process
- Process improvement
Module 10. Data Subject Rights Fulfillment
Build scalable, auditable workflows to respond to access, correction, deletion, and portability requests. Ensure technical implementation meets legal timelines.
12 chapters in this module
- DSR intake channels
- Identity verification
- Request logging
- Access response format
- Correction workflows
- Right to erasure logic
- Portability formatting
- Automated fulfillment
- Manual override paths
- Response timing tracking
- Audit trail inclusion
- DSR reporting
Module 11. Privacy by Design in Agile
Integrate privacy requirements into sprint planning and user stories. Ensure engineering velocity doesn’t compromise compliance depth.
12 chapters in this module
- Sprint privacy gates
- User story templates
- Definition of done
- Backlog refinement
- Privacy story points
- Compliance acceptance criteria
- Stakeholder review
- Privacy champion role
- Sprint demo standards
- Retrospective feedback
- Compliance burndown
- Privacy debt tracking
Module 12. Sustaining Compliance Over Time
Create living documentation and automated checks that maintain compliance as systems evolve. Ensure changes don’t degrade privacy posture.
12 chapters in this module
- Change impact review
- Automated compliance checks
- Documentation refresh
- RoPA update triggers
- Quarterly audits
- Regulation monitoring
- Policy update integration
- Team onboarding
- Compliance knowledge base
- Lessons learned archive
- External assessment prep
- Continuous improvement
How this maps to your situation
- Initial system design with privacy in mind
- Responding to auditor requests with confidence
- Onboarding new vendors with compliant data flows
- Sustaining compliance after team changes
Before vs. after
Before
Privacy compliance is treated as a separate audit process, leading to rework, last-minute documentation, and uncertainty under scrutiny.
After
Privacy by design is embedded into data systems, outputs are accurate, defensible, and require no revision when audited.
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.
If nothing changes
Without structured implementation, privacy compliance remains reactive, increasing the risk of rework, audit findings, and regulatory scrutiny as data systems scale.
How this compares to the alternatives
Unlike generic compliance trainings, this course is built for engineers who must implement privacy controls directly into systems, not just understand policy. It bridges the gap between ISO 27701 requirements and real-world data architecture.
Frequently asked
Is this course technical or compliance-focused?
It's designed for technical practitioners like Senior Data Engineers who need to implement privacy controls in real systems, bridging compliance standards with hands-on implementation.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does this cover GDPR or CCPA?
Yes, through the lens of ISO 27701, which provides a framework applicable to all major privacy laws, including GDPR, CCPA, and others.
$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