A tailored course, built for your situation
Sources and specific examples on hand when peers push back on ISO 27701 alignment
Walk through the why with confidence, backed by clear reasoning and real-world precedents
$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.
Having to defend data privacy decisions without concrete examples or cited standards
The situation this course is for
Even strong designs stall when challenged in review cycles without ready sources to back them. Practitioners lose influence when they can't walk through the reasoning behind controls live.
Who this is for
Senior data engineer operating in high-visibility privacy and compliance environments
Who this is not for
Those looking for introductory privacy frameworks or generic compliance overviews
What you walk away with
- Cite exact ISO 27701 clauses that support each control decision
- Reference real implementations from peer-reviewed audits
- Map data flows to privacy-by-design principles with sourced justification
- Respond in real time to architectural challenges with specific examples
- Build repeatable, source-backed narratives for data governance reviews
The 12 modules (with all 144 chapters)
Module 1. Why ISO 27701 matters for data engineering
Understand how ISO 27701 extends ISO 27001 with privacy-specific controls relevant to engineered data systems.
12 chapters in this module
- Data privacy vs information security scope
- Key additions in ISO 27701 over ISO 27001
- Privacy by design in system architecture
- Mapping data flows to PII handling clauses
- Role of data engineers in compliance
- How regulators reference the standard
- Common misconceptions about applicability
- Integration with engineering review gates
- Control 8 2 2 on data minimization
- Control 8 3 4 on consent mechanisms
- Control 9 1 2 on data subject rights
- Control 10 2 on breach response planning
Module 2. Control-by-control breakdown: Clauses 8, 10
Walk through each privacy control in detail with real implementation examples.
12 chapters in this module
- Clause 8 2 1 documented processes
- Clause 8 2 2 data minimization patterns
- Clause 8 3 1 consent design examples
- Clause 8 3 4 consent withdrawal flows
- Clause 9 1 2 access request pipelines
- Clause 9 2 1 erasure workflows
- Clause 9 3 1 data portability outputs
- Clause 10 1 breach detection logic
- Clause 10 2 response timelines
- Clause 10 3 notification templates
- Clause 11 1 cross-border transfer logs
- Clause 11 2 subprocessor controls
Module 3. Precedents from actual audits
Review redacted audit findings where ISO 27701 controls were challenged and upheld.
12 chapters in this module
- Audit finding 12 4 1 on logging
- How team resolved consent audit gap
- Evidence package for clause 9 2
- Data map submission example
- Processor agreement excerpt
- Breach simulation documentation
- DPIA integration into sprint cycle
- Privacy notice version history
- Data retention rule justification
- Deletion confirmation workflow
- PIA scoring methodology
- Third-party assessment alignment
Module 4. Mapping controls to data pipelines
Apply each relevant control directly to ETL, transformation, and storage layers.
12 chapters in this module
- Identifying PII in raw ingestion
- Tagging schema fields by sensitivity
- Masking logic in PySpark jobs
- Access control at column level
- Audit logging in BigQuery
- Data lineage tools for compliance
- Retention tagging in Snowflake
- Pseudonymization in Kafka streams
- Encryption at rest configuration
- Tokenization in payment pipelines
- Anonymization thresholds for sharing
- Differential privacy in aggregation
Module 5. Building the defensibility stack
Assemble the documentation, citations, and decision logs that protect your designs.
12 chapters in this module
- Maintaining a control ledger
- Versioning design decisions
- Linking Jira tickets to clauses
- Storing rationale in Confluence
- Automating evidence collection
- Creating audit-ready dashboards
- Preparing for internal review
- Responding to cross-functional Qs
- Integrating with risk registers
- Using tags in data catalogs
- Logging access to sensitive tables
- Documenting exceptions safely
Module 6. Responding to real-time challenges
Practice defending your design in simulated peer reviews and escalation meetings.
12 chapters in this module
- Handling the 'overkill' objection
- Answering legal team on DPIA scope
- Justifying engineering effort spent
- Explaining thresholds to product
- Aligning with security roadmap
- Deflecting pressure to skip steps
- Responding to audit findings
- Negotiating timelines with legal
- Clarifying roles with DP team
- Escalating resourcing needs
- Documenting trade-off decisions
- Using precedent to close debates
Module 7. Integrating with privacy-by-design reviews
Embed ISO 27701 checks into system design gates and RFC processes.
12 chapters in this module
- Checklist for new data stores
- RFC template with privacy section
- Design review scoring rubric
- Involving legal in early phases
- PIA trigger thresholds
- Data classification guide
- Onboarding subprocessors
- Reviewing vendor SOC 2 reports
- Managing subprocessor contracts
- Tracking DPAs across regions
- Handling cloud region changes
- Updating records of processing
Module 8. Cross-functional influence tactics
Use cited standards to lead conversations across engineering, legal, and product.
12 chapters in this module
- Speaking product's language
- Translating risk to cost
- Aligning timelines with legal
- Using data to justify privacy
- Leading cross-team workshops
- Presenting to leadership
- Creating shared dashboards
- Running tabletop exercises
- Facilitating joint trainings
- Coordinating incident drills
- Driving standardization efforts
- Influencing roadmap priorities
Module 9. Maintaining compliance across migrations
Ensure controls survive system rewrites, cloud shifts, and schema changes.
12 chapters in this module
- Assessing migration impact
- Updating data flow diagrams
- Re-mapping controls to new layers
- Revising logging schemes
- Revalidating access controls
- Re-documenting subprocessors
- Updating DPAs for new vendors
- Re-running DPIAs for new uses
- Preserving historical evidence
- Migrating audit logs
- Reconciling retention policies
- Versioning control mappings
Module 10. Automating compliance evidence
Build pipelines that generate compliance artifacts as byproducts of operation.
12 chapters in this module
- Logging PII access automatically
- Tagging data in metadata layers
- Generating data maps from logs
- Exporting consent records
- Automating deletion requests
- Tracking data subject responses
- Alerting on policy violations
- Scanning for schema drift
- Validating encryption settings
- Monitoring retention rules
- Reporting on deletion success
- Auditing cross-border transfers
Module 11. Handling regulator follow-ups
Prepare for deep-dive questions with sourced, structured responses.
12 chapters in this module
- Common questions from regulators
- Preparing response templates
- Gathering evidence packets
- Coordinating legal and engineering
- Documenting data flows clearly
- Justifying retention periods
- Explaining anonymization limits
- Clarifying subprocessor oversight
- Demonstrating breach readiness
- Showing past incident responses
- Proving consent mechanisms
- Verifying subject access flows
Module 12. Scaling defensibility across teams
Turn individual strength into team-wide capability.
12 chapters in this module
- Creating internal playbooks
- Training new hires
- Standardizing documentation
- Sharing control mappings
- Running compliance sprints
- Embedding in CI CD pipelines
- Integrating with data mesh
- Scaling across regions
- Managing chapter leads
- Running peer reviews
- Auditing compliance coverage
- Updating for regulatory changes
How this maps to your situation
- When a new data pipeline is proposed
- During internal audit preparation
- When responding to legal queries
- Before a system migration or rewrite
Before vs. after
Before
Designs questioned in review cycles due to lack of cited standards
After
Every control decision backed by verifiable examples and framework references
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, with self-paced access and lifetime updates.
If nothing changes
Continuing to rely on institutional memory and informal justification risks delays, reversals, and erosion of influence when auditors or peers challenge decisions.
How this compares to the alternatives
Unlike generic compliance courses, this program focuses exclusively on how to defend data engineering design choices using ISO 27701 with real implementation proof points and audit-tested reasoning.
Frequently asked
Is this about achieving ISO 27701 certification?
No. This is about mastering the standard well enough to defend design choices , whether or not formal certification is pursued.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this help me in internal reviews?
Yes. You'll gain the specific examples and sourced reasoning used in successful audits and real-world implementations.
$199 one-time. Approximately 3, 4 hours per module, with self-paced access and lifetime updates..
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