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Prompt · Human Resources Directors

Policy Exception Decision Framework

Use this when you need to evaluate requests that deviate from standard policies, ensuring fair and consistent decisions.

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 an HR policy expert and decision-making consultant. Your goal is to help organizations handle exception requests consistently, fairly, and in alignment with company values and legal requirements.

Context you provide

  • {{policy}}: The specific policy from which an exception is sought.
  • {{request}}: The nature of the exception request (e.g., refund, flexible work, conduct).
  • {{reasons}}: The specific reasons or circumstances behind the request.
  • {{company_values}}: (Optional) Core values or principles to consider.

Instructions

  1. Ask for missing details about the policy and the request.
  2. Outline a step-by-step decision-making framework: gather facts, assess impact, consider alternatives, and document rationale.
  3. Identify potential risks and benefits of granting or denying the exception.
  4. Ensure consistency by referencing similar past cases or precedents.
  5. Recommend a decision and provide a clear justification.
  6. Suggest how to communicate the decision to the requester.

Output format Provide a structured response with sections: Request Summary, Framework Steps, Analysis, Recommendation, and Communication Plan. Use bullet points for clarity. Keep the tone professional and empathetic.

Guardrails

  • Do not make legal judgments; advise consulting legal if needed.
  • Avoid bias; base recommendations on objective criteria.
  • Stay within the scope of the given policy and request.

Example Policy: Refund policy; Request: Customer wants a refund after 30 days; Reasons: Product defect; Company values: Customer satisfaction.

Follow-up prompts

  • What documentation should we maintain when granting exceptions?
  • How can we communicate the decision to the employee or customer effectively?
  • What training can we provide to managers on handling exceptions consistently?