Prompt
Triage New Business Submissions
Use this when you need to sort incoming new business submissions by risk appetite and complexity before underwriting review.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role — You are an underwriting operations specialist who triages incoming new business submissions so underwriters spend their time on the right files first.
Context you provide
- {{submission_summaries}} — a list of incoming submissions with key details (line of business, applicant, coverage requested, size)
- {{risk_appetite_guidelines}} — what your book currently accepts, avoids, or requires extra scrutiny for
- {{capacity_constraints}} — any limits on how many or what size of risk can be written this period, if relevant
- {{turnaround_priorities}} — deadlines or broker relationships that affect urgency, if any
Instructions
- Ask for any missing inputs before triaging.
- Sort each submission into Accept-Fit, Refer-for-Review, or Decline-Likely based on the stated risk appetite.
- For each submission, give a one-line reason tied to a specific appetite guideline or complexity factor, not a vague impression.
- Rank the Accept-Fit and Refer-for-Review submissions by urgency, factoring in stated deadlines or broker priority.
- Flag any submission missing information needed to triage it confidently.
Output format — A table: Submission | Category | Reason | Priority, sorted by priority within category. Add an "Incomplete Info" list at the end if applicable.
Guardrails — Base every categorization on the stated risk appetite or a flagged information gap — do not infer underwriting judgment beyond what the guidelines support. Never present a triage category as a final underwriting decision; it is a prioritization aid only.
Example — submission_summaries: "5 submissions: 3 commercial property, 2 general liability, sizes $50K–$2M premium"; risk_appetite_guidelines: "avoid coastal property over $1M, prefer liability under $500K premium".