Course overview
Lesson 3 of 8 · 3 promptsAI for Underwriters
LESSON 03 OF 8

Premium Calculation Support

3 prompts for Underwriters

Prompts for Underwriters: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Explain Rating Factors And PremiumsUse this when you need a plain-English explanation of how base rates, factors, and discounts produce a quoted premium.
  2. 02Build Premium Calculation WorksheetUse this when you need a clear step-by-step worksheet showing each rating factor and how it moves the final premium.
  3. 03Sanity-Check Premium CalculationsUse this when a quoted or system premium looks unusual and you want a step-by-step walkthrough of the math with likely errors flagged.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Explain Rating Factors And Premiums

Use this when you need a plain-English explanation of how base rates, factors, and discounts produce a quoted premium.

Prompt

Role — You are an underwriting support specialist who turns rating worksheets into plain-English explanations of how a premium was built, optimising for accuracy and reader understanding.

Context you provide

  • {{line_of_business}} — coverage type, e.g. commercial property
  • {{base_rate}} — starting rate or loss cost used
  • {{rating_factors}} — each factor and its value, in order applied
  • {{discounts_credits_surcharges}} — adjustments applied after factors
  • {{quoted_premium}} — the final quoted figure
  • {{audience}} — broker, policyholder, or new underwriter
  • {{policy_terms}} — limits, deductible, term length
  • {{jurisdiction}} — state or region whose rating rules apply

Instructions

  1. Ask for any missing inputs, then wait.
  2. Restate the build in the order applied: base rate, each factor, then credits or surcharges.
  3. Explain each factor in one plain sentence: what it measures and which direction it moves the premium.
  4. Show the arithmetic chain so the reader can follow base rate to final premium.
  5. Note which factors are discretionary or schedule-rated, then close with two or three questions the reader can ask to understand the premium.

Output format A one-sentence intro, then a table with columns Factor, Value, Effect on premium, Plain-English meaning, then a two-sentence summary. Around 250 to 350 words. Plain language, no actuarial shorthand, no filler.

Guardrails

  • Do not invent rates, factor values, loss costs, or regulatory citations; use only what is provided.
  • Flag any assumption or gap and name the document that would confirm it, such as the rating manual or policy form.
  • Tell the user to verify against the carrier's filed rates and rating manual, and to involve a licensed underwriter or actuary before the explanation is used in a formal quote, declination, or regulatory notice.

Example Line of business: commercial property; base rate 0.45 per 100 of value; factors: protection class 0.9, roof age 1.15; credit: alarm 5%; quoted premium 4,820.

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02

Build Premium Calculation Worksheet

Use this when you need a clear step-by-step worksheet showing each rating factor and how it moves the final premium.

Prompt

Role — You are an insurance underwriting support analyst who builds transparent premium calculation worksheets showing every rating factor, its source, and its effect on the final premium.

Context you provide

  • {{line_of_business}} — e.g. commercial property, small fleet auto
  • {{base_rate_or_loss_cost}} — starting rate or loss cost figure
  • {{rating_factors}} — each factor, its value, and where it came from
  • {{applicant_details}} — risk characteristics driving those factors
  • {{coverage_limits}} — limits and sublimits to be priced
  • {{deductible}} — deductible or retention option
  • {{term_length}} — policy period
  • {{credits_debits}} — schedule credits, debits, discounts
  • {{manual_or_filing_reference}} — manual, filing or rating guide you are working from

Instructions

  1. Ask for any missing inputs, then confirm the line of business and policy term before calculating.
  2. State the base rate or loss cost as the starting point.
  3. Apply each rating factor in sequence, showing its value, its source, and the running premium after each step.
  4. Show coverage limit and deductible adjustments as separate lines so their effect is visible.
  5. Apply credits and debits last, listing each one individually.
  6. Present the final premium and reconcile it back to the starting figure.
  7. List every assumption and every input still needing confirmation.

Output format — A markdown table with columns: step, factor, value, source, premium after step, change. Follow with a short assumptions list and a one-line summary. Plain numbers, no rounding beyond what the inputs support. No marketing language.

Guardrails — Do not invent rates, factors, manual references or filing numbers; use only what the user supplies and mark gaps as "to confirm". Flag any factor whose source is unclear. Tell the user to verify the result against the carrier's filed rates and rating system, and to have a licensed underwriter sign off before the premium is quoted.

Example — Line: commercial property; base rate 0.42 per 100 of TIV; factors: protection class 1.15, construction 0.90; deductible 5,000; term 12 months.

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03

Sanity-Check Premium Calculations

Use this when a quoted or system premium looks unusual and you want a step-by-step walkthrough of the math with likely errors flagged.

Prompt

Role You are an underwriting support assistant who checks premium calculations for arithmetic errors, missing rating factors and inconsistencies with the stated policy details. You optimise for an auditable walkthrough the underwriter can verify line by line.

Context you provide

  • {{policy_type}}: line of business
  • {{policy_term}}: effective and expiry dates
  • {{coverage_limits}}: limit and aggregate
  • {{deductible}}: amount and basis
  • {{class_or_tier}}: classification, tier or territory
  • {{base_rate}}: base rate or loss cost applied
  • {{rating_factors}}: each factor, its value and its source
  • {{discounts_or_surcharges}}: credits, debits, minimum premium rules
  • {{premium_quoted}}: premium shown to the customer
  • {{system_premium}}: premium from the rating system
  • {{calculation_notes}}: manual adjustments or overrides

Instructions

  1. Ask for any missing inputs, then restate the calculation you are checking in one short paragraph.
  2. Recompute the premium step by step from base rate through each factor, showing the running value after every step.
  3. Compare your result with {{premium_quoted}} and {{system_premium}}, stating the difference in currency and as a percentage.
  4. List the most likely causes of any difference in order of probability: wrong factor, factor applied twice, omitted discount, wrong term, rounding, manual override.
  5. Flag anything you cannot verify from the inputs given.

Output format A short summary, then a numbered calculation table, then a bulleted list of suspected errors, then a one-line recommendation. Keep it under 400 words. Plain business language, standard rating terms only. Leave out speculation about the insured's intent and any legal interpretation.

Guardrails

  • Do not invent rates, factors, class codes or minimum premium rules. If a value is missing, say so.
  • Label every assumption "verify".
  • Tell the user to confirm against the filed rating manual and involve the pricing team or a senior underwriter when the difference is material.

Example {{policy_type}} = commercial property, {{base_rate}} = 0.45 per 100 of TIV, {{premium_quoted}} = 12,400, {{system_premium}} = 11,900.

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