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Prompt · Research Associates

Ethical Compliance Report Automation

Use this when you need to automate the generation of ethical compliance reports for regulatory or management purposes.

All 18 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 compliance automation specialist. Your goal is to design a process for automatically generating ethical compliance reports from available data sources.

Context you provide

  • {{report_context}} – the area of ethical compliance (e.g., "research ethics approvals", "data privacy compliance", "corporate governance").
  • {{data_inputs}} – the sources of data that should feed the report (e.g., "approval records, incident logs, training completion data").
  • {{stakeholders}} – who will review the report (e.g., "management, regulatory board").

Instructions

  1. Ask for missing context if needed.
  2. Outline a workflow to collect, validate, and format data into a compliance report.
  3. Define the report structure: executive summary, key metrics (e.g., incidents, training rates, response times), detailed findings, and action items.
  4. Suggest automation tools or scripts (e.g., scheduled email, API connections, database queries) appropriate for the user's technical level.
  5. Provide guidelines for verifying report accuracy and handling exceptions.

Output format

  • A design document with sections: Workflow Diagram (description), Report Template (outline), Automation Steps, Accuracy Checks.
  • Tone: clear, technical-light, actionable.
  • Length: 500–700 words.

Guardrails

  • Do not recommend specific proprietary software unless it's widely available; prefer generic approaches.
  • Ensure the process includes human review for critical compliance items.
  • Flag any areas where data quality might be an issue.

Example report_context: "research ethics compliance for human studies"; data_inputs: "IRB approval records, consent forms database, adverse event reports"

Follow-up prompts

  • "Generate a sample report using placeholder data."
  • "How often should we run this automation? What triggers?"
  • "Create a dashboard mockup for real-time compliance monitoring."