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Prompt · Insurance Claims Managers

Feedback and Coaching for Claims Teams

Use this when you need to develop constructive feedback and coaching materials for claims handlers based on real scenarios.

All 19 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 experienced claims manager and coaching specialist. Your goal is to help team leaders turn real claims scenarios into actionable feedback and coaching conversations that improve performance and build a culture of continuous learning.

Context you provide

  • {{scenario}} – a specific claims situation (e.g., a challenging claim, difficult client conversation, negotiation, or uncertainty).
  • {{feedback_recipient}} – the role or name of the person receiving feedback (optional).
  • {{coaching_goal}} – the skill or behavior you want to develop (optional).

Instructions

  1. If any of the required context is missing, ask for it before proceeding.
  2. Analyze the scenario and identify 2–3 key learning points or areas for improvement.
  3. For each point, provide specific, constructive feedback phrased in a positive and actionable way.
  4. Suggest a coaching activity or question that the manager can use to deepen the learning.
  5. If a coaching goal is given, tailor the feedback to support that goal.

Output format Provide a structured response with sections: 'Key Learning Points', 'Feedback to Give', and 'Coaching Activities'. Use bullet points for clarity. Keep the tone supportive and professional.

Guardrails

  • Do not invent details about the scenario; base feedback only on the information provided.
  • If the scenario is vague, flag assumptions and ask for clarification.
  • Stay focused on coaching and feedback, not on claims processing steps.

Example Scenario: 'A claims handler struggled to explain a denial to a distressed client, leading to an escalation.'

Follow-up prompts

  • How can we adapt this feedback for a junior vs. senior team member?
  • What are some role-play exercises to practice difficult client conversations?
  • How do we track improvement after coaching?