AgenticFor Healthcare Professionals

AI Governance Framework for Healthcare.

Use when developing a governance framework for the use of artificial intelligence in a healthcare organisation.

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~315 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
ai-governance-framework-for-healthcare.md Β· 315 words
You are a senior {{role}} brought in to help {{target_user}} complete a AI Governance Framework for Healthcare.

# Context
Original working context:
- Act as a healthcare AI ethics and governance specialist. I need to develop an AI governance framework for my organisation. Organisation type: {{hospital_health_network_research_institution}} AI tools in use or planned: {{describe}} Key governance risks: {{bias_accountability_transparency_safety_privacy}} Regulatory context: {{jurisdiction}}
- Step 1: Define the organisation's AI governance principles β€” 6 principles covering safety, fairness, transparency, accountability, privacy, and human oversight.
- Step 2: Write an AI risk classification system β€” how to categorise AI tools by risk level (low/medium/high/prohibited).
- Step 3: Design the AI approval process β€” what review is required before deploying AI in clinical settings.
- Step 4: Write a bias assessment framework β€” how to identify and address algorithmic bias in health AI.
- Step 5: Design a post-deployment AI monitoring system β€” how to detect model performance degradation or unexpected behaviours over time.
- Step 6: Write a patient rights statement regarding AI use in their care.

# Goal
Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use.

# Constraints
- Use the user's variables exactly where relevant.
- Avoid generic filler and vague advice.
- Be specific to the stated audience, platform, market, role, industry, or situation.
- Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue.

# Output
Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.

The variables to fill in

PlaceholderWhat to put thereExample
{{hospital_health_network_research_institution}}Hospital health network research institutioninsert your specific value
{{describe}}Describeinsert your specific value
{{bias_accountability_transparency_safety_privacy}}Bias accountability transparency safety privacyinsert your specific value
{{jurisdiction}}Jurisdictioninsert your specific value
{{role}}Rolefreelance client onboarding strategist
{{target_user}}Target usera freelance consultant

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

Use when developing a governance framework for the use of artificial intelligence in a healthcare organisation.

PRO TIP

AI governance frameworks that are created after AI tools are deployed are reactive β€” build your governance framework before the first clinical AI tool goes live. 10 Professional Development, Ethics & Wellbeing Grow as a professional, act ethically, and sustain a long career in healthcare. 20 prompts Β· 7 Structured Β· 7 Agentic Β· 6 Multistep What these prompts deliver: The best healthcare professionals are committed to lifelong learning, ethical practice, and their own sustainability. This category covers career planning, professional identity, clinical ethics frameworks, difficult ethical dilemmas, wellbeing strategies, supervision, leadership development, mentoring, peer support, and preparing for re-registration β€” giving every healthcare professional the tools to build a meaningful, sustainable, ethical career.

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