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GEN8506 Mastering ISO 27017 for Data Platform Engineers

$199.00
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A tailored course, built for your situation

Mastering ISO 27017 for Data Platform Engineers

Build defensible, audit-ready cloud security controls with precision

$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.
Spending cycles fixing compliance outputs after review? The cost isn't just time, it's credibility.

The situation this course is for

Engineers at modern data platforms are expected to deliver technically sound systems that also satisfy compliance reviewers. But too often, outputs require rework because controls weren't documented with the right context, evidence trails are incomplete, or mappings to standards like ISO 27017 lack specificity. This creates friction, delays sign-off, and risks being seen as reactive rather than rigorous.

Who this is for

Senior data engineer at a cloud-first tech company, responsible for secure data pipeline design and compliance-aligned implementation. Works daily with Snowflake, Airflow, and dbt. Values precision, clarity, and peer respect. Wants to ship work that doesn’t come back.

Who this is not for

Entry-level analysts, non-technical compliance staff, or consultants focused on generic ISO 27001 without cloud context.

What you walk away with

  • Produce audit-ready security documentation that passes review the first time
  • Map cloud-native controls to ISO 27017 requirements without guesswork
  • Reduce rework cycles on access reviews, encryption logs, and configuration audits
  • Build consistent, reusable templates for evidence packaging
  • Earn recognition as someone whose outputs don’t need cleanup

The 12 modules (with all 144 chapters)

Module 1. Why ISO 27017 matters for data engineers today
Understand how cloud-specific controls in ISO 27017 differ from generic security standards and why they’re now embedded in audit scopes for platforms like Snowflake.
12 chapters in this module
  1. How cloud infrastructure changed compliance expectations
  2. The shift from generic ISO 27001 to cloud-specific ISO 27017
  3. Where data engineers sit in the compliance evidence chain
  4. Common gaps in how engineers interpret control requirements
  5. How auditors assess technical implementation vs policy claims
  6. Real-world examples of failed evidence packages from cloud teams
  7. The cost of rework in time and team credibility
  8. Why first-time accuracy builds trust with compliance partners
  9. How ISO 27017 aligns with shared responsibility models
  10. Mapping data pipeline stages to cloud security controls
  11. Why documentation quality affects technical credibility
  12. The role of precision in defensible engineering
Module 2. Structuring cloud access controls to ISO 27017 standards
Learn how to design and document access reviews that satisfy both technical rigor and compliance scrutiny.
12 chapters in this module
  1. Defining least privilege in multi-tenant Snowflake environments
  2. Documenting role-based access decisions with audit context
  3. Aligning Airflow DAG permissions with job responsibilities
  4. Tracking ownership changes in dbt model access
  5. Evidence formats that pass compliance review the first time
  6. How to structure just-in-time access logs for clarity
  7. Common mistakes in access control documentation
  8. Using automation to generate compliant access summaries
  9. Integrating access reviews into CI/CD pipelines
  10. Mapping IAM roles to ISO 27017 control A.12.1
  11. Handling exceptions without weakening the control
  12. Building templates that survive team changes
Module 3. Encryption implementation with verifiable evidence
Go beyond 'enabled' to demonstrate defensible encryption practices across data in transit and at rest.
12 chapters in this module
  1. Differentiating between transport and data-layer encryption
  2. Documenting TLS configuration across pipeline components
  3. Proving data-at-rest encryption in Snowflake tablespaces
  4. Validating key management practices against ISO 27017 A.8.2
  5. How to show separation of duties in key access
  6. Generating logs that prove encryption is active and monitored
  7. Common gaps in encryption narratives from engineering teams
  8. Using infrastructure-as-code to enforce encryption standards
  9. Automating evidence collection for recurring audits
  10. Linking dbt model outputs to encrypted storage paths
  11. Handling exceptions without creating compliance debt
  12. Presenting encryption architecture to non-technical reviewers
Module 4. Logging and monitoring for compliance defensibility
Transform raw logs into structured, review-ready evidence packages.
12 chapters in this module
  1. Identifying which logs matter for ISO 27017 control A.12.4
  2. Filtering noise from compliance-critical events
  3. Structuring logs to show chain of custody
  4. Linking Airflow task failures to incident response workflows
  5. Proving log integrity and retention duration
  6. Using dbt audit logs to demonstrate model lineage
  7. Automating log packaging for audit cycles
  8. Mapping Snowflake query history to access monitoring
  9. Avoiding common pitfalls in log retention claims
  10. Demonstrating real-time alerting on critical events
  11. Documenting log review frequency and ownership
  12. Building a living runbook from monitoring data
Module 5. Incident response workflows that satisfy auditors
Design and document response procedures that show preparedness without over-engineering.
12 chapters in this module
  1. Defining what counts as a reportable incident in data pipelines
  2. Mapping incident types to response playbooks
  3. Documenting escalation paths for data corruption events
  4. Proving timely detection through monitoring logs
  5. Showing containment steps for unauthorized access
  6. Aligning response timing with ISO 27017 A.16.1
  7. Using past incidents to improve future readiness
  8. Avoiding over-documentation that invites scrutiny
  9. Integrating response tests into pipeline CI/CD
  10. Generating evidence of tabletop exercise outcomes
  11. Linking dbt model failures to incident classification
  12. Presenting response maturity without exaggeration
Module 6. Shared responsibility model documentation
Clarify ownership boundaries between your team and cloud providers.
12 chapters in this module
  1. Mapping Snowflake responsibilities vs your team's
  2. Documenting where Airflow hosting ends and your control begins
  3. Clarifying dbt Cloud vs self-hosted boundaries
  4. Using vendor documentation to support your claims
  5. Avoiding overstatement of control in shared environments
  6. Proving monitoring coverage across responsibility gaps
  7. Building evidence packages that acknowledge third-party roles
  8. Linking controls to specific service-level agreements
  9. Handling audits when responsibility is split
  10. Updating documentation as vendor capabilities change
  11. Demonstrating oversight without claiming full ownership
  12. Structuring narratives that survive provider updates
Module 7. Control mapping without abstraction
Link technical implementation directly to ISO 27017 clauses.
12 chapters in this module
  1. Translating ISO 27017 A.10.1 into pipeline encryption checks
  2. Mapping A.12.2 to access review automation scripts
  3. Linking A.13.2 to logging and monitoring configurations
  4. Avoiding generic statements like 'controls are in place'
  5. Using code comments to support control claims
  6. Generating evidence matrices from infrastructure code
  7. Proving continuous compliance between audits
  8. Aligning dbt model access with A.9.2 requirements
  9. Documenting configuration drift detection processes
  10. Showing how Airflow DAGs enforce job-level controls
  11. Building living maps that update with system changes
  12. Avoiding one-time documentation that becomes stale
Module 8. Evidence packaging for faster review cycles
Structure documentation so reviewers accept it the first time.
12 chapters in this module
  1. Organizing evidence by control, not by tool
  2. Using consistent naming for cross-system traceability
  3. Including timestamps and ownership in every package
  4. Proving data lineage from source to report
  5. Avoiding overloading reviewers with raw logs
  6. Summarizing technical details without losing rigor
  7. Linking code commits to control implementation
  8. Using automation to generate standardized packages
  9. Including context that prevents follow-up questions
  10. Demonstrating review frequency and retention
  11. Building templates that reduce last-minute work
  12. Getting ahead of common auditor pushback
Module 9. Configuration management with compliance intent
Turn infrastructure-as-code into audit-ready artefacts.
12 chapters in this module
  1. Structuring Terraform modules for compliance clarity
  2. Documenting Snowflake configuration decisions
  3. Versioning Airflow DAGs with control intent
  4. Linking dbt project settings to security policies
  5. Proving change approval workflows in code
  6. Using Git history to demonstrate control continuity
  7. Avoiding configuration drift in multi-environment setups
  8. Automating compliance checks in pull requests
  9. Generating evidence from CI/CD pipelines
  10. Mapping changes to ISO 27017 control A.14.2
  11. Handling emergency fixes without breaking compliance
  12. Building trust through repeatable deployment
Module 10. Vendor risk documentation for internal tools
Show due diligence on platforms like dbt and Airflow.
12 chapters in this module
  1. Assessing security posture of open-source tools
  2. Documenting internal Airflow hosting controls
  3. Evaluating dbt Cloud vs self-hosted risk profiles
  4. Proving third-party review for internal platforms
  5. Mapping access controls to vendor capabilities
  6. Handling updates and patching in managed services
  7. Demonstrating oversight of tool-specific risks
  8. Linking vendor SLAs to incident response plans
  9. Avoiding blanket claims about third-party security
  10. Updating risk assessments as tools evolve
  11. Generating evidence for tool-specific compliance gaps
  12. Building living vendor risk profiles
Module 11. Change management with audit integrity
Ensure every pipeline update strengthens, not weakens, compliance posture.
12 chapters in this module
  1. Defining what triggers a formal change review
  2. Documenting approval workflows for schema changes
  3. Proving testing coverage for security-critical updates
  4. Linking dbt model changes to access impact
  5. Using Airflow DAG versioning to show control continuity
  6. Avoiding emergency changes that bypass review
  7. Demonstrating rollback capability for failed updates
  8. Integrating compliance checks into deployment gates
  9. Tracking configuration changes across environments
  10. Mapping Snowflake warehouse changes to access impact
  11. Building audit trails that survive team turnover
  12. Reducing friction without sacrificing rigor
Module 12. Living compliance documentation systems
Build self-updating evidence flows that reduce last-minute work.
12 chapters in this module
  1. Automating evidence collection from pipeline outputs
  2. Using dbt tests to generate control assertions
  3. Generating access review summaries from Snowflake logs
  4. Integrating Airflow task success into monitoring reports
  5. Building dashboards that show real-time compliance status
  6. Reducing manual work before audit cycles
  7. Ensuring documentation survives team changes
  8. Linking technical implementation to living playbooks
  9. Updating control mappings as systems evolve
  10. Demonstrating continuous compliance to reviewers
  11. Building trust through consistency and precision
  12. Shifting from reactive to proactive compliance

How this maps to your situation

  • Audit readiness for cloud data platforms
  • Engineer-owned compliance in modern stack
  • Documentation quality as credibility signal
  • Reducing rework in control evidence packaging

Before vs. after

Before
Spending cycles fixing compliance outputs after review, with documentation that invites follow-up questions and rework.
After
Producing defensible, audit-ready outputs the first time, clear, precise, and accepted without looping back.

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: 90 minutes total, designed to be completed in a single focused session.

If nothing changes
Continuing to produce technically sound but compliance-fragile outputs risks being seen as reactive, increases review cycles, and creates unnecessary rework that distracts from core engineering work.

How this compares to the alternatives

Unlike generic compliance courses, this is tailored to the tools you use daily, Snowflake, Airflow, dbt, and shows exactly how to align them with ISO 27017. No theory, no abstraction, just actionable steps for producing outputs that stick.

Frequently asked

Is this course relevant if I don’t work directly with compliance teams?
Yes. This course is designed for engineers who produce systems that are now in scope for audits. It focuses on how to structure your work so it’s defensible by default, even if you’re not the one presenting to auditors.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does this cover ISO 27001 as well?
The focus is ISO 27017, which builds on ISO 27001 with cloud-specific controls. Where relevant, we show how cloud practices extend from foundational ISO 27001 requirements.
$199 one-time. 90 minutes total, designed to be completed in a single focused session..

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
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