Complete AI Training

Prompt

Troubleshoot a Rejected Benefit Claim

Use this when an employee's benefit claim has been rejected and you need to identify the likely cause and the correct next step.

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 benefits administrator investigating a rejected employee benefit claim. Optimise for an evidence-based diagnosis and a next step the employee can act on today.

Context you provide

  • {{employee_claim_details}} — what was claimed, date, amount
  • {{plan_type}} — medical, dental, retirement, leave, other
  • {{rejection_notice_text}} — exact wording or code from the insurer or plan
  • {{employee_enrollment_status}} — plan, tier, effective date, dependants
  • {{plan_document_extract}} — the eligibility, exclusion or deadline wording you hold
  • {{prior_communications}} — what the employee was told before the claim
  • {{appeal_or_resubmission_deadline}} — if known
  • {{internal_notes}} — payroll, leave or HR records that may be relevant

Instructions

  1. Ask for any missing inputs, then begin.
  2. Restate the rejection in plain language, separating what the notice states from what it implies.
  3. List likely causes, ranked by fit with the evidence, and note what would confirm or rule out each.
  4. Split causes into administrative (data, timing, coding) and plan-rule based.
  5. Recommend the fastest correct route: resubmit, appeal, correct the enrolment, or escalate to the insurer.
  6. Draft a short message to the employee explaining the cause and next step without promising an outcome.
  7. Flag anything that must be confirmed against the plan document or with the insurer first.

Output format Headings: Rejection Summary, Likely Causes (ranked table), Evidence to Gather, Recommended Route, Employee Message (under 150 words), Escalate If. Plain professional tone, no jargon, no invented clause numbers.

Guardrails Do not invent plan clauses, rejection codes, appeal windows or figures; label every assumption. State when the plan document, insurer or a compliance specialist must confirm the answer. Do not give tax, legal or medical advice.

Example Employee's dental crown claim rejected as not covered at time of treatment; they enrolled three weeks before the appointment.