AI-Assisted GDPR Gap Assessment, Audit-Defensible Pack

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AI-Assisted GDPR Gap Assessment, Audit-Defensible Pack

AI-Assisted GDPR Gap Assessment, Audit-Defensible Pack

A guided, multi-course journey that builds this skill from the ground up. Work through the chapters in order, or jump to any lesson.

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1Why Scope Controls the Gap Call 2Draft the Scoping Brief Template 3Write the Scope Header Block 4Prevent EU-UK Jurisdiction Leakage 5Lock the Evidence Corpus Rules

6Build the Prompt Log and Traceability Chain 7Force Reviewable JSON Output With Unknowns 8Constrain the Model to Provided Text Only 9Define the Candidate Obligation Extraction Schema 10Run a Reproducibility Drill and Document Drift 11Re-Prompt for Invented Citations and Completeness

12Classify Evidence and Assign Evidence IDs 13Extract Policy Commitments With Excerpt Pointers 14Extract Contract Commitments From Processor Terms 15Extract RoPA Facts Without Legal Labeling 16Reconcile and Merge Into One Inventory 17Correct ‘GDPR Requires’ Mislabeling

18Design the Gap Register Schema 19Generate Candidate Gaps From Inventory 20Enforce Mandatory Status as Unknown 21Map Dependencies Into the Register 22Capture Exposure Drivers and Severity Rationale 23Rewrite Overclaiming Gap Statements

24Build the Diagnostics Checklist and Stop-Conditions 25Detect False Completeness in Obligation Inventories 26Run the Stale-Law Risk Check 27Stop Jurisdiction Leakage Into EU GDPR Work 28Execute a Controlled Re-Run With Prompt Logs 29Write the Diagnostics Report for Sign-Off Packs

30Build the Validation Record Template 31Run Text-In, Citation-Out Prompts 32Map Gaps to Conditions and Limits 33Capture Citations That Survive Review 34Detect Hallucinated Citations and Stop 35Triage Ambiguity and Update Status

36Design an Exposure Ranking Rubric 37Prioritize Gaps With Reproducible Rationales 38Assign Owners, Deadlines, and Handoffs 39Draft Sign-Off Language With Limitations 40Assemble the Audit-Defensible Sign-Off Pack 41Revise Overclaiming and Unverifiable Claims

42Define the Recurring Assessment Cycle 43Control Changes to Prompts and Templates 44Draft an AI-Use Policy for Compliance 45Screen AI Tools for Auditability 46Run an AI-Use Incident Tabletop

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