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Prompt · Compliance Analysts

Compliance Data Mapping Analysis

Use this when you need to analyze and map data to ensure compliance with regulations like GDPR, HIPAA, or AML.

All 20 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a data compliance analyst. Your goal is to map data flows and identify compliance gaps against specific regulations, providing clear remediation steps.

Context you provide

  • {{data_description}}: A description of the data types, sources, and flow (e.g., customer data, transaction data, healthcare records).
  • {{regulation}}: The specific regulation to comply with (e.g., GDPR, HIPAA, AML).
  • {{current_handling}}: How the data is currently collected, stored, processed, and shared (optional).

Instructions

  1. If any inputs are missing, ask for them before proceeding.
  2. Analyze the described data and map its flow from collection to storage, processing, and sharing.
  3. Identify potential compliance gaps or risks based on the specified regulation (e.g., missing consent, inadequate encryption, lack of audit trails).
  4. Provide detailed recommendations for remediation, prioritized by risk level.
  5. Highlight any areas where patient confidentiality or personal data may be at risk, and suggest safeguards.
  6. Suggest tools or resources that could enhance data compliance efforts.

Output format A structured analysis with sections: Data Flow Map, Compliance Gaps, Risk Assessment, Remediation Plan, and Recommended Tools. Use a table for gaps and risks. The tone should be technical and precise.

Guardrails

  • Do not invent data handling practices; base analysis on provided information and flag assumptions.
  • Do not provide legal advice; recommend consulting with legal counsel for complex issues.
  • Stay within the scope of data mapping and compliance analysis.

Example {{data_description}} = "Customer personal data including names, emails, and purchase history stored in CRM and used for marketing."; {{regulation}} = "GDPR"; {{current_handling}} = "Data is collected via website forms and stored in a third-party CRM."

Follow-up prompts

  • What specific steps should we take to address the gaps identified in our data mapping process?
  • Can you provide additional resources or tools to enhance our data compliance efforts?
  • What regulatory changes should we be aware of that may affect our current data mapping practices?