35 ChatGPT Prompts for Insurance Underwriters (Claude, ChatGPT & DeepSeek)
A submission lands on your desk at 9 AM. You need a complete risk assessment memo, a conditional approval letter with three specific coverage modifications, and an explanation of the exclusions that will hold up to a broker challenge — before a 2 PM deadline.
The technical analysis takes 30 minutes. The writing takes two hours.
That ratio is wrong. Insurance underwriters are paid to think, not to write the same standard language for the 400th time this year. And yet the documentation burden in underwriting has increased with every new compliance requirement, every new form approval workflow, and every regulatory filing cycle.
These 35 prompts cover seven underwriting documentation and communication tasks: risk assessment reports, underwriting decisions, policy correspondence, client and broker communication, renewal documentation, regulatory compliance, and professional development. They work with Claude, ChatGPT, and DeepSeek. Replace the bracketed fields with your submission specifics and spend less time drafting, more time analyzing.
Why Underwriting Documentation Has Gotten More Demanding
Insurance underwriting documentation requirements have expanded in three directions simultaneously. Regulatory documentation — state filing requirements, form approval language, consumer notice requirements — demands specific statutory compliance language that varies by jurisdiction. Compliance documentation — internal audit trails, adverse action notices, declination files — requires documentation that survives regulatory examination. And client-facing documentation — declination letters, conditional approval explanations, renewal presentations — must communicate complex technical decisions in language the market will understand and accept.
A 2025 industry survey by The Institutes found that commercial lines underwriters spend an average of 45–60 minutes per submission on documentation and correspondence tasks beyond the technical underwriting analysis itself. In specialty or surplus lines, where submissions are more complex and bespoke, that number is higher.
AI tools that generate the documentation scaffolding — with the underwriter providing the technical analysis and inserting the specific risk data — can realistically reduce documentation time by 50% or more.
Category 1: Risk Assessment Reports
Underwriting risk assessment memos summarize the analysis that supports an underwriting decision. They must be specific, internally consistent, and defensible if reviewed by compliance, claims, or regulators. These prompts generate the documentation structure.
Prompt 1 — Commercial Lines Risk Assessment Memo
Write a risk assessment memo for a commercial lines submission.
Insured: [BUSINESS NAME AND TYPE — e.g., "Regional restaurant chain, 8 locations, fast-casual dining"]
Coverage requested: [LINE OF BUSINESS — e.g., General Liability, Property, Workers Compensation, Business Auto — with limits requested]
Submission source: [BROKER NAME AND MARKET RELATIONSHIP]
Exposure summary: [KEY RISK FACTORS — revenue, payroll, square footage, fleet size, geographic footprint]
Industry classification: [SIC OR NAICS CODE AND DESCRIPTION]
Loss history: [5-YEAR LOSS HISTORY SUMMARY — number of claims, total incurred, claim types]
Risk quality assessment: [PHYSICAL INSPECTION RESULTS IF AVAILABLE / SUPPLEMENTAL APPLICATION FINDINGS]
Positive risk factors: [WHAT REDUCES RISK — loss control programs, experienced management, favorable claims history]
Negative risk factors: [WHAT INCREASES RISK — elevated losses, operations concerns, coverage history gaps]
Underwriting determination: [APPROVE / CONDITIONALLY APPROVE / DECLINE — and primary basis]
Recommended terms: [LIMITS, DEDUCTIBLES, EXCLUSIONS, CONDITIONS — specific to this risk]
Professional underwriting memo format. Under 400 words.
Prompt 2 — Personal Lines Risk Assessment Summary
Write a risk assessment summary for a personal lines submission.
Insured: [NAME AND ADDRESS]
Coverage requested: [HOMEOWNERS / AUTO / UMBRELLA / RENTERS — with limits]
Risk characteristics: [PROPERTY — construction type, age, location, roof age, protection class / AUTO — vehicle year/make/model, garaging, MVR summary]
Credit/score summary: [CREDIT-BASED INSURANCE SCORE TIER OR RANGE — note if state law restricts use]
Prior carrier and loss history: [CURRENT OR PRIOR CARRIER / YEARS WITH PRIOR CARRIER / 5-YEAR LOSS HISTORY]
Risk factors affecting rate or eligibility: [SPECIFIC — roof age, location near water, young driver, prior losses, lapses in coverage]
Underwriting determination: [APPROVE AT STANDARD / APPROVE WITH SURCHARGES / PLACE IN NON-STANDARD MARKET / DECLINE]
Rate tier assigned: [PREFERRED / STANDARD / NON-STANDARD — and driving factors]
Under 300 words. Personal lines risk assessments must align with filed rating plans and eligibility criteria.
Prompt 3 — Specialty/Surplus Lines Risk Assessment
Write a risk assessment for a specialty or surplus lines submission.
Insured: [BUSINESS OR ORGANIZATION]
Line of business: [SPECIFIC SPECIALTY LINE — e.g., Professional Liability, D&O, Cyber Liability, Environmental, Medical Malpractice, E&O]
Why this risk requires surplus lines placement: [SPECIFIC — not eligible for admitted market due to: unique operations, prior losses, coverage features requested, occupancy class]
Risk profile: [INDUSTRY, REVENUE, CLAIMS HISTORY, PRIOR COVERAGE, UNIQUE EXPOSURES]
Positive factors for placement: [WHAT MAKES THIS RISK ACCEPTABLE TO SPECIALTY MARKETS]
Negative factors: [WHAT CONCERNS US / WHAT IS BEING PRICED IN]
Proposed terms: [LIMITS / DEDUCTIBLE / RETROACTIVE DATE IF E&O / KEY EXCLUSIONS]
Market selection rationale: [WHY THIS CARRIER/PROGRAM FITS THIS RISK]
Diligent search requirements: [STATE DILIGENT SEARCH DOCUMENTATION — applicable declined-by companies, dates of declination, or statutory exemption]
Surplus lines risk assessments must include diligent search documentation in most states. Under 400 words.
Prompt 4 — Underwriting File Documentation Note
Write an underwriting file documentation note capturing the rationale for a non-standard underwriting decision.
Decision type: [DECLINATION / CONDITIONAL APPROVAL / SUBSTANDARD RATE APPLICATION / COVERAGE RESTRICTION]
Insured or risk: [NAME OR IDENTIFIER]
Coverage and line: [LINE OF BUSINESS]
Decision rationale: [SPECIFIC FACTORS — loss history, operations, exposure characteristics, physical inspection findings, credit, claims activity]
Guidelines applied: [INTERNAL UNDERWRITING GUIDELINES SECTION / FILED ELIGIBILITY REQUIREMENTS — cite specifically]
Information relied upon: [WHAT DOCUMENTATION WAS REVIEWED — application, inspection report, MVR, loss runs, financial statements]
Alternatives considered: [WERE THERE ALTERNATIVE TERMS? WHY WERE THEY NOT VIABLE?]
File documentation purpose: [AUDIT TRAIL / REGULATORY EXAMINATION RESPONSE / CLAIMS DEFENSE]
Underwriting file notes are legal documents. Be specific, factual, and reference specific information sources. Under 300 words.
Prompt 5 — Account Review Memo (Renewal Underwriting)
Write an account review memo for a renewal underwriting analysis.
Account: [INSURED NAME]
Policy period reviewed: [EXPIRING TERM]
Lines covered: [ALL LINES — limits, deductibles, premium]
Loss experience this term: [CLAIMS SUMMARY — number, total incurred, notable claims, loss ratio]
3-year loss ratio trend: [CURRENT / PRIOR / PRIOR-PRIOR YEAR LOSS RATIOS]
Changes in risk since last renewal: [CHANGES IN OPERATIONS, EXPOSURE, MANAGEMENT, LOCATIONS, ADDITIONAL INSUREDS]
Rate adequacy assessment: [IS CURRENT RATE ADEQUATE FOR THE RISK? — loss ratio analysis, benchmark comparison]
Renewal determination: [RENEW AT CURRENT TERMS / RENEW WITH RATE INCREASE / RENEW WITH COVERAGE MODIFICATION / NON-RENEW]
Recommended renewal terms: [SPECIFIC — rate change, coverage adjustments, conditions]
Account review memos drive renewal pricing negotiations with brokers. Clear analysis is stronger negotiating support than vague adjustments. Under 400 words.
Category 2: Underwriting Decisions and Letters
Prompt 6 — Conditional Approval Letter
Write a conditional approval letter for an insurance submission.
Addressee: [BROKER NAME AND FIRM]
Insured: [NAME]
Policy/submission: [LINE OF BUSINESS AND POLICY PERIOD]
Approval: [RISK IS APPROVED SUBJECT TO THE FOLLOWING CONDITIONS]
Conditions: [LIST EACH CONDITION SPECIFICALLY — e.g., "Installation of a monitored fire suppression system by 90 days from policy inception," "Completion of OSHA-compliant safety training for all employees with documentation submitted to this office," "Exclusion of [SPECIFIC OPERATIONS]"]
Deadline for conditions: [DATE OR DAYS FROM INCEPTION]
Consequence of unmet conditions: [CANCELLATION / RATE SURCHARGE / COVERAGE RESTRICTION]
Quote expiration: [DATE]
Contact: [YOUR DIRECT LINE FOR QUESTIONS]
Conditional approvals must be specific enough that the broker and insured know exactly what is required and by when. Under 300 words.
Prompt 7 — Declination Letter (Broker-Facing)
Write an insurance declination letter addressed to a producing broker.
Addressee: [BROKER NAME AND FIRM]
Insured: [NAME]
Coverage requested: [LINE OF BUSINESS]
Declination: [WE CANNOT OFFER COVERAGE FOR THIS RISK]
Basis for declination: [SPECIFIC — cite the underwriting factors — e.g., "Loss history exceeds our acceptable parameters for this line," "Operations include exposures not within our filed guidelines," "Prior declinations by X admitted carriers were based on [FACTORS]"]
Alternative markets suggested: [IF APPROPRIATE — surplus lines contacts, specialty programs]
Is this a declination triggering adverse action notice requirements? [YES — AAN must be issued separately / NO]
Contact: [YOUR DIRECT LINE]
Broker-facing declinations should be specific enough to help the broker remarket the risk, but should not include internal pricing or underwriting manual language that could disadvantage the company in reinsurance or claims disputes. Under 250 words.
Prompt 8 — Adverse Action Notice (Personal Lines)
Write an adverse action notice for a personal lines underwriting decision.
This is a statutory document. Use appropriate state-mandated language.
State: [STATE WHERE RISK IS LOCATED — confirm applicable adverse action notice requirements]
Insured: [NAME AND ADDRESS]
Decision: [DECLINATION / NON-RENEWAL / MATERIAL CHANGE FROM QUOTED TERMS — specify which]
Effective date of action: [DATE]
Reason(s) for action: [SPECIFIC — per applicable state regulations, reasons must be specific and not discriminatory. Example reasons: "Loss history — 3 claims in 5 years exceeding underwriting guidelines," "Credit-based insurance score below eligible tier — reason(s) from credit report: [SPECIFY CREDIT FACTORS PER FCRA]"]
Right to appeal or obtain information: [PER STATE LAW — insureds have the right to request specific underwriting information within X days]
Consumer contact: [STATE INSURANCE DEPARTMENT CONTACT INFORMATION]
This is a compliance-critical document. Confirm with compliance counsel that the final version meets all state requirements before issuing. Under 300 words.
Prompt 9 — Non-Renewal Notice
Write a non-renewal notice for an insurance policy.
Insured: [NAME AND ADDRESS]
Policy number: [NUMBER]
Line of business: [LINE]
Expiration date: [CURRENT POLICY EXPIRATION]
Notice: [WE HAVE DECIDED NOT TO RENEW YOUR POLICY]
Reason(s): [SPECIFIC — per state regulations, reasons for non-renewal must be specific and permissible under state insurance code. Example: "Loss history — policy has incurred [N] claims in [X] years, which exceeds our renewal guidelines," "Underwriting guidelines change — our company has discontinued writing this class of business in this state"]
Effective date of non-renewal: [DATE — must comply with state-mandated notice period, typically 30–60 days]
State notice requirement complied with: [CONFIRM — DAYS NOTICE REQUIRED BY STATE = DAYS GIVEN]
Obtaining coverage: [BRIEF GUIDANCE — contact your agent / contact the state Fair Plan if applicable]
Non-renewal notices are regulated in every state. Confirm notice period requirements, permitted reasons, and format requirements before issuing. Under 250 words.
Prompt 10 — Coverage Restriction Endorsement Explanation
Write an explanation letter for a coverage restriction or exclusionary endorsement being added to a policy.
Addressee: [INSURED AND/OR BROKER]
Policy: [POLICY NUMBER AND INSURED NAME]
Endorsement being added: [ENDORSEMENT NAME AND NUMBER — e.g., "Exclusion of [SPECIFIC OPERATION]," "Limited Fungi, Bacteria or Virus Coverage," "Total Pollution Exclusion"]
Effective date: [DATE]
Why this endorsement is being added: [SPECIFIC REASON — loss history, inspection finding, regulatory requirement, program change]
What this endorsement means: [PLAIN LANGUAGE — what is excluded or restricted, and what remains covered]
What the insured should do: [SPECIFIC — obtain coverage elsewhere for excluded exposure if needed, comply with condition, contact broker with questions]
Contact: [YOUR DIRECT LINE]
Coverage restriction communications must be specific enough that the insured can take action. Vague endorsement additions that are not explained generate E&O claims. Under 300 words.
Category 3: Policy Correspondence
Prompt 11 — Quote Letter to Broker
Write a formal quote letter to a producing broker.
Addressee: [BROKER NAME AND FIRM]
Insured: [NAME]
Line(s) of business: [LIST ALL LINES]
Quote details: [FOR EACH LINE — limits, deductibles, premium, policy period, coverage form]
Conditions and requirements: [ANY UNDERWRITING CONDITIONS ATTACHED TO THIS QUOTE]
Endorsements: [ANY NON-STANDARD ENDORSEMENTS OR EXCLUSIONS INCLUDED]
Quote expiration: [DATE]
Binding requirements: [WHAT IS NEEDED TO BIND — signed application / inspection / premium payment / other]
Contacts: [YOUR NAME AND DIRECT LINE / OPERATIONS CONTACT FOR BINDING]
Formal quote letters provide the broker with everything needed to present the offer to the insured and bind the coverage. Under 300 words.
Prompt 12 — Binder Confirmation Letter
Write a binder confirmation letter following binding of coverage.
Addressee: [BROKER NAME AND FIRM]
Insured: [NAME]
Binder number: [NUMBER]
Coverage bound: [LINE OF BUSINESS, LIMITS, DEDUCTIBLES]
Effective date and time: [DATE AND LOCAL TIME — exact coverage inception]
Policy period: [INCEPTION TO EXPIRATION DATE]
Premium: [CONFIRMED PREMIUM]
Conditions remaining open: [ANY CONDITIONS NOT YET MET — deadline for each]
Policy issuance: [ESTIMATED POLICY ISSUANCE DATE OR "PENDING RECEIPT OF SIGNED APPLICATION"]
Important note on binder duration: [PER JURISDICTION — binders are typically valid for 30–60 days; policy must be issued or renewed before binder expiration]
Under 250 words. Binder letters are the evidence of coverage inception. Confirm exact time of binding.
Prompt 13 — Cancellation Letter (Mid-Term)
Write a mid-term cancellation notice.
Insured: [NAME AND ADDRESS]
Policy number: [NUMBER]
Cancellation type: [COMPANY-INITIATED / INSURED-REQUESTED]
If company-initiated:
- Reason: [NON-PAYMENT OF PREMIUM / MATERIAL MISREPRESENTATION / INCREASE IN HAZARD — specific]
- State notice requirement: [CONFIRM DAYS REQUIRED — most states: 10 days for non-pay, 30 days for other reasons]
- Effective date: [DATE — confirming required notice period]
Return premium: [PRO-RATA OR SHORT-RATE — amount and calculation method / "Calculation pending"]
Instructions for return premium: [HOW PREMIUM IS RETURNED — to insured / to agent of record]
Basis for effective date: [CONFIRM STATE NOTICE PERIOD COMPLIANCE]
Mid-term cancellations have strict regulatory requirements. Effective date must comply with state notice minimums. Under 250 words.
Prompt 14 — Claims Cooperation Letter (Underwriting Context)
Write a claims cooperation request letter for an insured with an open claim.
Insured: [NAME]
Policy number: [NUMBER]
Claim: [CLAIM NUMBER AND BRIEF DESCRIPTION]
Issue: [WHAT IS NEEDED FROM INSURED — documentation, examination under oath, access to property, sworn proof of loss, response to reservation of rights]
Policy provision invoked: [SPECIFIC POLICY LANGUAGE — cite duty to cooperate clause]
Deadline: [DATE BY WHICH COOPERATION IS REQUIRED]
Consequence of non-cooperation: [DENIAL OF CLAIM / COVERAGE DEFENSE — per policy terms]
Contact: [CLAIMS CONTACT AND DIRECT LINE]
Claims cooperation letters cite specific policy provisions. Under 250 words.
Prompt 15 — Policy Form Summary for Insured
Write a policy form summary for a policyholder explaining their commercial insurance coverage.
Insured: [BUSINESS NAME]
Policy type: [COMMERCIAL PACKAGE / BOP / GL ONLY / WORKERS COMP / OTHER]
Policy period: [DATES]
Coverage summary: [EACH COVERAGE PART — brief plain language description of what it covers, key limits, and key exclusions]
What is NOT covered: [MOST COMMON GAPS — list 3-5 important exclusions relevant to this insured's operations]
Important conditions: [KEY POLICY CONDITIONS — notice of loss, cooperation, subrogation rights]
How to file a claim: [CONTACT NUMBER AND PROCESS]
Renewal date: [DATE]
Policy summaries help insureds understand what they bought. They also reduce mis-reported claims for events the policy never covered. Under 400 words.
Category 4: Broker and Client Communication
Prompt 16 — Submission Acknowledgment Email
Write a submission acknowledgment email to a producing broker.
Broker: [NAME AND FIRM]
Insured: [NAME]
Submission received: [DATE]
Lines submitted: [LIST]
Completeness assessment: [IS SUBMISSION COMPLETE OR DOES IT NEED ADDITIONAL INFORMATION?]
If additional information needed: [LIST SPECIFICALLY — what is outstanding and why it's needed]
Estimated turnaround: [WHEN BROKER CAN EXPECT A QUOTE OR DECLINATION]
Your contact: [NAME AND DIRECT LINE]
Under 150 words. Brokers appreciate fast, specific acknowledgment — it builds confidence in the account relationship. Under 150 words.
Prompt 17 — Request for Additional Information (RAI) Email
Write a request for additional information (RAI) email to a producing broker.
Broker: [NAME AND FIRM]
Insured: [NAME]
Submission: [LINE OF BUSINESS]
Information needed: [LIST EACH ITEM SPECIFICALLY — e.g., "Five-year loss runs from current carrier," "Completed supplemental application for technology companies," "Financial statements for past 2 years," "Description of security protocols for cyber submission"]
Why each item is needed: [BRIEF — e.g., "Loss runs are needed to evaluate claims history for this line," "The supplemental is required by our guidelines for technology risks"]
Deadline: [WHEN YOU NEED THE INFORMATION — to meet the quote deadline]
Quote hold: [SUBMISSION IS ON HOLD PENDING THIS INFORMATION]
Under 200 words. Specific RAIs with deadlines produce faster responses than vague "please send more information" emails.
Prompt 18 — Rate Justification Letter to Broker
Write a rate justification letter to a producing broker challenging a renewal premium increase.
Broker: [NAME AND FIRM]
Account: [INSURED NAME]
Rate change: [INCREASE AMOUNT — dollar and/or percentage]
Justification: [SPECIFIC FACTORS DRIVING INCREASE — loss ratio, market rate hardening, exposure growth, coverage expansion, reinsurance cost increases, inflation impact on property values]
Loss experience basis: [3-YEAR LOSS RATIO AND TREND — specific numbers]
Market context: [INDUSTRY RATE MOVEMENT — relevant benchmarks]
What would change the rate: [HONEST — what account actions or improvements could influence the premium]
Rate is final / negotiable: [CONFIRM POSITION]
Rate justification letters that include specific loss data and market context are more persuasive than those that cite only "market conditions." Under 300 words.
Prompt 19 — Account Development Call Follow-Up Email
Write a follow-up email after an account development call with a producing broker.
Broker: [NAME AND FIRM]
Call date: [DATE]
Topics discussed: [BRIEF SUMMARY — accounts reviewed, market appetite discussed, new opportunities identified]
Action items from call: [FOR YOU — and for the broker — specific with deadlines]
Appetites confirmed: [WHAT CLASSES/LINES YOU WANT FROM THIS BROKER]
Accounts to quote: [ANY SPECIFIC SUBMISSIONS TO EXPECT]
Next touchpoint: [WHEN YOU WILL RECONNECT — date or trigger event]
Relationship note: [ANYTHING RELEVANT TO THE ACCOUNT RELATIONSHIP — acknowledgment of a challenge, recognition of success]
Under 200 words. Account development follow-ups that confirm action items close loops and build broker relationships.
Prompt 20 — Coverage Declination Explanation Call Script
Write a call script for explaining a declination to a producing broker.
Broker: [NAME]
Insured: [NAME]
Declination: [LINE OF BUSINESS DECLINED]
Rationale to share with broker: [SPECIFIC FACTORS — what drove the declination that the broker needs to know to remarket the risk]
What you cannot share: [INTERNAL RATE DEVELOPMENT / SPECIFIC LOSS RESERVE AMOUNTS / PROPRIETARY UNDERWRITING CRITERIA — note internally]
Alternative market suggestions: [IF APPROPRIATE — surplus lines markets, specialty programs]
What would change the answer: [IF APPLICABLE — if certain conditions were met, would reconsideration be possible?]
How to stay in the relationship: [OTHER BUSINESS YOU CAN WRITE FROM THIS BROKER]
Under 200 words. Explaining a declination well keeps the broker relationship intact for future business.
Category 5: Renewal Documentation
Prompt 21 — Renewal Presentation Letter (Retention Focus)
Write a renewal presentation letter to an insured or broker focused on account retention.
Insured: [NAME]
Policy period: [EXPIRING AND PROPOSED RENEWAL]
Lines renewing: [LIST]
Renewal terms: [RATE CHANGE / COVERAGE CHANGES / CONDITIONS — summarize key changes]
Account relationship highlights: [WHAT HAS BEEN DONE FOR THIS ACCOUNT — loss control visits, claims handling, coverage consultation, endorsements added]
Loss experience summary: [FAVORABLE — note positive trend / CHALLENGING — acknowledge and address]
Rate change explanation: [WHY THE RATE IS WHAT IT IS — honest, market-contextualized]
Value statement: [WHY STAY WITH US — specific to this account]
Invitation to discuss: [OFFER A CALL TO REVIEW]
Under 300 words. Retention-focused renewal letters that demonstrate account investment have lower non-renewal rates than bare-notice renewal communications.
Prompt 22 — Large Account Renewal Analysis Summary
Write a large account renewal analysis summary for internal use or broker presentation.
Account: [INSURED NAME]
Policy period: [EXPIRING]
Lines covered: [ALL LINES WITH LIMITS, DEDUCTIBLES, PREMIUM]
5-year loss summary: [BY LINE — claims count, total incurred, loss ratio per year]
Loss ratio trend: [IMPROVING / STABLE / DETERIORATING]
Rate adequacy: [CURRENT RATE ADEQUATE / BELOW ADEQUATE / ABOVE ADEQUATE — based on loss pick]
Exposure changes: [REVENUE GROWTH / PAYROLL CHANGE / NEW LOCATIONS / FLEET CHANGES — impact on exposure base]
Renewal recommendation: [RATE CHANGE / COVERAGE ADJUSTMENT / CONDITIONS — specific]
Negotiation parameters: [INTERNAL — what rate movement is acceptable and why — for internal use only]
Broker talking points: [WHAT TO LEAD WITH IN THE RENEWAL CONVERSATION — for external version]
Under 400 words. Large account renewals benefit from a clear summary document that separates internal analysis from broker communication.
Prompt 23 — Three-Year Rate History Letter
Write a three-year rate history letter for a commercial account requesting rate transparency.
Insured: [BUSINESS NAME]
Policy years: [YEAR 1, YEAR 2, YEAR 3 — dates]
Premium by year: [EACH YEAR — broken out by line if multi-line]
Rate change by year: [% INCREASE OR DECREASE AND KEY DRIVING FACTORS EACH YEAR]
Loss ratio by year: [EACH YEAR — by line if applicable]
Key changes over period: [COVERAGE CHANGES, EXPOSURE CHANGES, LOSS EXPERIENCE CHANGES]
Current renewal position: [RATE CHANGE AND RATIONALE]
Under 300 words. Rate transparency letters are often requested by insureds during renewal negotiations or market transitions. A clear, factual history supports retention.
Prompt 24 — Renewal Decline (Non-Renewal) Explanation Letter
Write an explanation letter for a non-renewal decision at a large commercial account.
This is in addition to the formal non-renewal notice, which must comply with state statutory requirements.
Addressee: [BROKER AND/OR INSURED]
Account: [INSURED NAME]
Lines non-renewing: [LIST]
Explanation: [SPECIFIC, HONEST REASONS — not just the statutory language — e.g., "Our company has reviewed this account's claims experience and determined that the current rate is not adequate to sustain coverage at current terms. We were unable to reach an agreeable renewal rate with the broker."]
Transition assistance: [WHAT WE WILL DO TO FACILITATE SMOOTH TRANSITION — early notice, cooperation with new underwriter's information requests, extended loss run availability]
Contact for transition questions: [YOUR DIRECT LINE]
Under 250 words. Non-renewal explanation letters that are honest and professional preserve future market relationships.
Prompt 25 — Loss Control Recommendation Follow-Up
Write a renewal letter following a loss control inspection with specific required improvements.
Insured: [NAME]
Inspection date: [DATE]
Inspector: [NAME AND FIRM]
Renewal determination: [APPROVED SUBJECT TO CONDITIONS BASED ON INSPECTION FINDINGS]
Required improvements: [LIST EACH — specific finding, required action, deadline — e.g., "1. Electrical panel upgrade required by 60 days from inception — evidence of completed work required. 2. Fire suppression system serviced — current service tag required at inception."]
Premium impact if conditions met: [STANDARD RENEWAL RATE]
Premium impact if conditions not met: [SURCHARGE / NON-RENEWAL — be specific]
Contact for compliance documentation: [YOUR DIRECT LINE]
Under 300 words. Loss control conditions must be specific, time-bound, and linked to a concrete consequence.
Category 6: Regulatory and Compliance Documentation
Prompt 26 — State Filing Submission Memo
Write a submission memo for a state insurance department rate or form filing.
Filing type: [RATE / FORM / RULE / PROGRAM — specify]
Line of business: [LINE]
State: [STATE AND DEPARTMENT]
Summary of filing: [BRIEF — what is being filed and why]
Rate change requested: [PERCENTAGE INCREASE / DECREASE — and actuarial justification basis]
Effective date requested: [DATE]
Supporting documentation submitted: [LIST — actuarial justification, loss data, form comparisons, other]
Company contact: [NAME, TITLE, DIRECT LINE, EMAIL]
Certifications included: [ACTUARY CERTIFICATION / OFFICER CERTIFICATION — as required]
State filing submission memos accompany formal filings in many jurisdictions. Confirm state-specific format requirements before submission. Under 250 words.
Prompt 27 — Market Conduct Examination Response
Write a response to a state insurance department market conduct examination request.
Examination: [MARKET CONDUCT / FINANCIAL EXAMINATION — examination number if known]
State insurance department: [STATE AND DEPARTMENT]
Request: [SPECIFIC DOCUMENTS OR INFORMATION REQUESTED — e.g., "All declination files from January 2024 to June 2025," "All adverse action notices issued in the personal auto line"]
Response: [DOCUMENTS PROVIDED — list and describe what is being provided]
Documents not provided and why: [PRIVILEGE / DOCUMENT DOESN'T EXIST / OUTSIDE SCOPE OF REQUEST — cite specific basis]
Data accuracy certification: [CERTIFYING OFFICER NAME AND TITLE]
Timeline: [DATE DOCUMENTS ARE BEING SUBMITTED]
Contact for follow-up: [COMPLIANCE OFFICER NAME AND DIRECT LINE]
Under 300 words. Market conduct examination responses should be complete, accurate, and submitted through legal/compliance review before sending.
Prompt 28 — Internal Compliance Audit Self-Assessment
Write a compliance self-assessment for an internal underwriting audit.
Audit scope: [WHAT IS BEING REVIEWED — declination rate, adverse action notice compliance, rating accuracy, form usage, large risk underwriting guidelines compliance]
Policy period reviewed: [DATE RANGE]
Sample size: [NUMBER OF FILES REVIEWED]
Findings: [SPECIFIC — compliance items met / items with deficiencies — provide counts and percentages]
Root cause of deficiencies: [SPECIFIC — e.g., "Adverse action notices were missing required credit factor disclosures in 3 of 20 files reviewed — training gap identified"]
Remediation plan: [SPECIFIC ACTIONS — with responsible parties and deadlines]
Testing plan: [HOW REMEDIATION WILL BE VERIFIED]
Audit conclusion: [OVERALL COMPLIANCE STATUS]
Under 400 words. Internal compliance audits that include root cause analysis and specific remediation plans are more useful than lists of findings alone.
Prompt 29 — Privacy Notice (GLBA) Update Communication
Write an annual privacy notice communication for insureds per Gramm-Leach-Bliley Act requirements.
Company: [INSURANCE COMPANY NAME]
Coverage period: [POLICY PERIOD]
Information we collect: [TYPES — applications, credit, claims history, motor vehicle records, inspection reports — as applicable]
How we use information: [UNDERWRITING / CLAIMS / BILLING / MARKETING — as applicable to your practices]
With whom we share information: [REINSURERS / SERVICE PROVIDERS / AFFILIATED COMPANIES / LAW ENFORCEMENT AS REQUIRED — as applicable]
How we protect information: [BRIEF — physical, electronic, procedural safeguards]
Your rights: [PER APPLICABLE STATE AND FEDERAL LAW — opt-out of certain sharing, right to request information]
Contact for privacy questions: [COMPANY PRIVACY OFFICER CONTACT]
This is a compliance document. Confirm final language with legal/compliance counsel before issuing. Under 300 words.
Prompt 30 — Underwriting Guideline Summary Memo (Internal)
Write an internal memo announcing a change to underwriting guidelines.
Audience: [UNDERWRITERS / AGENTS / MANAGEMENT — confirm who receives this]
Guideline change: [SPECIFIC — what is changing, what the old guideline was, what the new guideline is]
Effective date: [DATE — for new business / renewals]
Reason for change: [BRIEF — loss experience, regulatory requirement, reinsurance change, market repositioning]
Impact assessment: [HOW MANY IN-FORCE ACCOUNTS MAY BE AFFECTED / WHAT ACTIONS ARE REQUIRED]
Training: [IS TRAINING REQUIRED? DATE AND FORMAT]
Questions: [CONTACT FOR QUESTIONS ABOUT THIS CHANGE]
Under 250 words. Underwriting guideline changes that are clearly communicated reduce errors on new business and renewals.
Category 7: Professional Development and Career Documentation
Prompt 31 — CPCU or AU Designation Study Plan
Write a study plan for pursuing the CPCU or AU insurance designation.
Designation target: [CPCU (Chartered Property Casualty Underwriter) / AU (Associate in Underwriting) / AINS / Other]
Current designations held: [LIST OR "NONE"]
Exams remaining: [LIST — specific exam codes and titles]
Target completion date: [MONTH AND YEAR]
Study time available: [HOURS PER WEEK REALISTICALLY]
Preferred study method: [TEXTBOOK / ONLINE STUDY TOOLS / STUDY GROUPS / FLASHCARDS / PRACTICE EXAMS]
Monthly milestones: [EXAM DATE TARGETS — working backward from completion goal]
Accountability: [HOW YOU WILL TRACK AND MAINTAIN PROGRESS]
The Institutes CPCU curriculum includes 8 core exams. AU includes 3. Realistic study plans with specific monthly milestones have higher completion rates than open-ended "I'll study when I can" approaches. Under 300 words.
Prompt 32 — Underwriting Performance Self-Evaluation
Write an annual performance self-evaluation for an underwriter.
Review period: [DATE RANGE]
Book of business results: [LOSS RATIO / PREMIUM VOLUME / RENEWAL RETENTION RATE / NEW BUSINESS GROWTH]
Account management highlights: [3-5 SPECIFIC ACCOMPLISHMENTS — accounts retained, large accounts written, complex risks successfully underwritten]
Market development: [BROKER RELATIONSHIPS BUILT OR EXPANDED / NEW NICHES DEVELOPED]
Compliance record: [ANY AUDITS COMPLETED / COMPLIANCE FINDINGS — note clean audit results as accomplishments]
Professional development: [DESIGNATIONS, TRAINING, CONTINUING EDUCATION COMPLETED]
Areas for growth: [HONEST SELF-ASSESSMENT — where you want to improve]
Goals for next year: [3 SPECIFIC, MEASURABLE PROFESSIONAL GOALS]
Under 400 words. Underwriting self-evaluations that include specific loss ratio results and business metrics are more persuasive than general performance descriptions.
Prompt 33 — Account Presentation for Underwriting Management Review
Write an account presentation for underwriting management approval of a large or complex risk.
Account: [INSURED NAME]
Submission: [LINE OF BUSINESS, LIMITS, PREMIUM]
Risk summary: [BRIEF — who they are, what they do, why this submission came to us]
Risk quality: [POSITIVE AND NEGATIVE FACTORS — balanced, specific]
Loss history analysis: [5-YEAR LOSS RUNS — trend, severity, cause analysis]
Proposed terms: [LIMITS / DEDUCTIBLE / PREMIUM / CONDITIONS / EXCLUSIONS]
Rate adequacy analysis: [HOW THIS PREMIUM WAS DEVELOPED — base rate, modifications, final rate vs. technical price]
Reinsurance considerations: [IF APPLICABLE — does this risk require facultative reinsurance?]
Recommendation: [WRITE / DECLINE / WRITE WITH CONDITIONS — with specific basis]
Risk to company if wrong: [DOWNSIDE SCENARIO — what happens if loss experience is worse than expected]
Management approval presentations should anticipate the questions management will ask. Under 500 words.
Prompt 34 — Mentor / Mentee Development Plan
Write a mentoring development plan for an underwriting mentor-mentee relationship.
Mentor: [NAME AND YEARS OF EXPERIENCE]
Mentee: [NAME AND CURRENT ROLE]
Mentoring period: [DURATION — e.g., 12 months]
Mentee's career goals: [SPECIFIC — what the mentee wants to achieve]
Technical skills to develop: [3-5 SPECIFIC UNDERWRITING TECHNICAL AREAS]
Business/professional skills to develop: [2-3 SOFT SKILLS — broker negotiation, account presentation, market development]
Monthly touchpoint format: [HOW OFTEN AND HOW — in person, by phone, structured agenda or informal]
Resources: [TEXTBOOKS, INSTITUTES PROGRAMS, PROFESSIONAL ORGANIZATIONS — to use together]
Success metrics: [HOW WILL BOTH PARTIES KNOW THE MENTORING WORKED — specific milestones]
Under 300 words. Mentoring relationships with explicit development plans produce more career growth than informal "check-ins."
Prompt 35 — Industry Conference Presentation Abstract
Write a conference presentation abstract for an insurance industry event.
Conference: [CONFERENCE NAME AND AUDIENCE — e.g., "CPCU Society Annual Meeting," "RIMS Annual Conference," "State Insurance Regulatory Forum"]
Proposed presentation title: [TITLE]
Topic: [WHAT YOU WANT TO PRESENT — specific underwriting topic, trend, or case study]
Why this topic matters now: [SPECIFIC CURRENT RELEVANCE — regulatory change, market trend, major claim event, emerging risk]
Key takeaways: [3-4 SPECIFIC POINTS ATTENDEES WILL LEARN]
Format: [PRESENTATION / PANEL / WORKSHOP — length]
Your qualifications to present: [CREDENTIALS, EXPERIENCE, SPECIFIC EXPERTISE ON THIS TOPIC]
Under 300 words. Conference abstracts that identify specific, timely problems and concrete attendee takeaways are selected at higher rates than general "overview of underwriting" submissions.
Start With These Three
- Prompt 6 — Conditional approval letter. Every conditional approval you issue today can be drafted in 5 minutes instead of 20.
- Prompt 1 — Risk assessment memo. Input your analysis findings from the submission and generate the documentation structure. Edit to 100% accuracy — the thinking is yours, the writing is faster.
- Prompt 17 — Request for additional information. A specific RAI that names every item needed and why gets a faster, more complete response than a vague "please send more information" email.
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