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Faster path from compliance intent to SOC 2 artefact

$199.00
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A tailored course, built for your situation

Faster path from compliance intent to SOC 2 artefact

A 199 course for data scientists who lead control validation and evidence collection

$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.
Compliance delays due to slow translation of SOC 2 requirements into working evidence

The situation this course is for

Most data scientists spend too many cycles interpreting controls, gathering evidence, and revising artefacts because the path from intent to implementation isn’t codified. That creates friction in audit timelines and dilutes technical leadership.

Who this is for

Data scientists in consulting or service firms who own or co-lead SOC 2 compliance artefacts, evidence collection, and control validation

Who this is not for

Entry-level analysts, external auditors, or professionals focused exclusively on ISO 27001 without SOC 2 exposure

What you walk away with

  • Map SOC 2 control objectives directly to data system configurations
  • Produce auditor-ready evidence with fewer review cycles
  • Reduce time from control scoping to signed-off artefacts by 50%
  • Anticipate auditor line items before evidence submission
  • Automate recurring validation steps using templated workflows

The 12 modules (with all 144 chapters)

Module 1. Understanding SOC 2 with precision
Break down Trust Services Criteria into testable components aligned to data workflows.
12 chapters in this module
  1. What SOC 2 really requires of data systems
  2. Difference between design and operating effectiveness
  3. Control vs audit procedure: your role in each
  4. Mapping TSC to technical controls
  5. Key evidence types by category
  6. How auditors evaluate completeness
  7. Common misinterpretations of CC6.1
  8. Linking data access logs to access control proofs
  9. Config settings that satisfy encryption proofs
  10. Timing expectations for point-in-time vs period controls
  11. Documentation thresholds by auditor tier
  12. Planning for multi-year compliance cycles
Module 2. From control statement to evidence plan
Turn abstract compliance language into executable validation steps.
12 chapters in this module
  1. Parsing control narratives for technical intent
  2. Identifying data owners for each control
  3. Defining evidence scope early
  4. Creating reusable evidence checklists
  5. Assigning validation ownership
  6. Setting cadence for sample testing
  7. Using data lineage to prove completeness
  8. Flagging system changes early
  9. Documenting compensating controls
  10. Versioning control interpretations
  11. Building evidence traceability matrices
  12. Pre-audit walkthrough preparation
Module 3. Designing validation workflows
Structure repeatable processes for control testing that scale across engagements.
12 chapters in this module
  1. Workflow design for automated evidence capture
  2. Matching control type to validation method
  3. Sampling strategies for large datasets
  4. Using scripts to validate access reviews
  5. Logging control execution attempts
  6. Automating evidence packaging
  7. Scheduling recurring control checks
  8. Integrating with ticketing systems
  9. Version control for validation logic
  10. Handling exceptions in validation runs
  11. Alerting on control drift
  12. Archiving results for future audits
Module 4. Building auditor-ready artefacts
Create documentation that passes review without rework.
12 chapters in this module
  1. Structure of a complete evidence package
  2. Narrative clarity for technical proofs
  3. Including timestamps and ownership
  4. Presenting system outputs effectively
  5. Redacting sensitive data safely
  6. Linking evidence to control statements
  7. Using annotations to guide reviewers
  8. Formatting for multi-auditor review
  9. Versioning artefacts across cycles
  10. Common rejection reasons and how to avoid them
  11. Preparing cover memos for package delivery
  12. Tracking artefact status across deadlines
Module 5. Accelerating review cycles
Reduce back-and-forth with auditors through anticipatory design.
12 chapters in this module
  1. Predicting auditor follow-up questions
  2. Building rebuttals into first submission
  3. Using past findings to strengthen evidence
  4. Creating reference libraries for common queries
  5. Preempting scope challenges
  6. Clarifying control boundaries in narratives
  7. Including context for edge cases
  8. Demonstrating consistency across periods
  9. Responding to sample failures gracefully
  10. Managing materiality thresholds
  11. Using peer reviews before submission
  12. Incorporating feedback into next cycle
Module 6. Templatizing compliance patterns
Create reusable assets that compound across projects.
12 chapters in this module
  1. Identifying repeatable control patterns
  2. Building modular evidence templates
  3. Designing plug-in narratives
  4. Versioning templates over time
  5. Customising without over-engineering
  6. Sharing templates across teams
  7. Governance for template use
  8. Integrating templates with tooling
  9. Tracking template effectiveness
  10. Updating templates after audits
  11. Onboarding new staff using templates
  12. Measuring time saved per reuse
Module 7. Integrating with data platforms
Leverage native capabilities in Databricks, Snowflake, and GCP for compliance
12 chapters in this module
  1. Logging access in Databricks
  2. Capturing query history for review
  3. Enabling audit logs in Snowflake
  4. Using GCP Cloud Audit Logs
  5. Setting up alerts on anomalous access
  6. Exporting logs for evidence bundles
  7. Validating IAM configurations
  8. Proving encryption at rest
  9. Demonstrating segregation of duties
  10. Linking service accounts to controls
  11. Automating evidence retrieval
  12. Maintaining compliance in serverless
Module 8. Managing cross-functional control ownership
Coordinate smoothly across teams while maintaining accountability.
12 chapters in this module
  1. Mapping control ownership clearly
  2. Setting expectations with platform teams
  3. Creating service level agreements for evidence
  4. Using Jira for control tracking
  5. Defining handoff points
  6. Running cross-team validation syncs
  7. Escalating blocked items
  8. Documenting delegation chains
  9. Managing turnover in control owners
  10. Auditor communication protocols
  11. Handling shared responsibilities
  12. Reporting up on control health
Module 9. Validating encryption and data protection
Prove data security controls with technical precision.
12 chapters in this module
  1. Types of encryption relevant to SOC 2
  2. Documenting encryption in transit
  3. Proving encryption at rest
  4. Key management practices
  5. Access to decryption keys
  6. Tokenization as a control
  7. Data masking configurations
  8. Data retention enforcement
  9. Proving secure disposal
  10. Validating backup encryption
  11. Handling encryption exceptions
  12. Auditor expectations for cryptographic proof
Module 10. Automating compliance testing
Use code to reduce manual effort in control validation.
12 chapters in this module
  1. Writing scripts to validate configurations
  2. Using Python to parse logs
  3. Automating access review reports
  4. Scheduling validation jobs
  5. Integrating with CI/CD pipelines
  6. Building dashboards for control health
  7. Alerting on control failures
  8. Versioning test logic
  9. Validating script accuracy
  10. Handling false positives
  11. Auditor acceptance of automated tests
  12. Documenting automation for review
Module 11. Preparing for Type 1 and Type 2 audits
Align your artefacts to auditor expectations for both report types.
12 chapters in this module
  1. Difference between Type 1 and Type 2
  2. Evidence depth required for each
  3. Timing of evidence collection
  4. Demonstrating operating effectiveness
  5. Sample size expectations
  6. Reporting on control exceptions
  7. Proving consistency over time
  8. Preparing management letters
  9. Responding to auditor inquiries
  10. Finalising the SOC 2 report draft
  11. Post-audit action planning
  12. Using findings to improve next cycle
Module 12. Sustaining compliance velocity
Keep pace with evolving requirements and auditor expectations.
12 chapters in this module
  1. Monitoring updates to SOC 2 guidance
  2. Tracking changes in Trust Services Criteria
  3. Adapting to new auditor demands
  4. Updating control mappings annually
  5. Revising artefacts efficiently
  6. Training new team members
  7. Benchmarking performance across cycles
  8. Sharing wins with leadership
  9. Demonstrating ROI of compliance work
  10. Advocating for tooling investments
  11. Building reputation as a go-to expert
  12. Transitioning to leadership in compliance

How this maps to your situation

  • Starting a new SOC 2 engagement
  • Responding to auditor feedback
  • Onboarding new clients or systems
  • Preparing for annual renewal

Before vs. after

Before
Spending weeks interpreting controls, gathering evidence, and revising artefacts due to unclear pathways from SOC 2 requirements to implementation.
After
Moving from compliance intent to auditor-ready artefact in days, not weeks, with reusable patterns and validation workflows.

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 hours per module, designed to be completed in parallel with active compliance work.

If nothing changes
Continuing to rely on ad-hoc methods risks missed deadlines, repeated audit queries, and lost credibility on engagements where speed and precision are expected.

How this compares to the alternatives

Unlike generic SOC 2 overviews or certification prep, this course focuses specifically on accelerating the path from control requirement to validated artefact , tailored for data scientists who must deliver evidence efficiently.

Frequently asked

Who is this course for?
Data scientists and technical compliance leads who produce or validate SOC 2 evidence in client or internal settings.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does this cover ISO 27001 or other frameworks?
Focus is on SOC 2, but many patterns apply to other compliance frameworks.
$199 one-time. Approximately 3 hours per module, designed to be completed in parallel with active compliance work..

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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