📌 What You Need:
- ChatGPT (Free or Plus — Plus is better for long documentation or modeling tasks)
- Access to internal policy data or IRDAI circulars
- Excel or actuarial software for modeling
- CRM or claim management tools (e.g., Turtlemint, Policybazaar backend, custom portals)
⚖️ 1. Risk Assessment
Goal: Evaluate underwriting risk and premium pricing.
Prompt Example:
“Create a risk scoring model for health insurance underwriting based on age, pre-existing conditions, and city tier in India.”
ChatGPT Provides:
- Scoring logic: Age brackets, BMI, disease history
- Geographic risk (e.g., pollution index in Delhi vs. Coimbatore)
- Risk category mapping (low, medium, high)
📊 Ask:
“Suggest factors for motor insurance risk profiling in Tier-1 Indian cities.”
🧾 2. Claims Processing
Goal: Speed up documentation and decision workflows.
Prompt Example:
“Generate a claim processing checklist for a motor insurance accident claim.”
ChatGPT Delivers:
- Required documents (FIR, RC, photos, estimate)
- Claim intimation steps
- Assessment triggers
- Settlement timeline recommendations (per IRDAI SLA)
📄 Bonus:
“Draft a template email to inform policyholder about claim approval.”
📜 3. Policy Documentation
Goal: Draft policy wordings that are compliant, clear, and user-friendly.
Prompt Example:
“Write sample terms and conditions for a personal accident policy in India.”
ChatGPT Outputs:
- Definitions (accident, hospitalization, nominee)
- Inclusions (death, permanent disability)
- Exclusions (self-harm, substance abuse, war)
- Waiting periods and cancellation terms
📚 Try also:
“Simplify this legal text for policyholder understanding.”
📈 4. Actuarial Analysis
Goal: Support basic statistical modeling and forecasting.
Prompt Example:
“Write Python code to simulate claim frequency using a Poisson distribution.”
ChatGPT Provides:
import numpy as np
np.random.poisson(lam=2.5, size=1000)
📉 Also:
“Explain the difference between IBNR and IBNER reserves with an Indian health insurance example.”
🧠 Follow-up:
“Create a mortality table snippet using hypothetical Indian life expectancy data.”
📋 5. Regulatory Compliance
Goal: Ensure alignment with IRDAI guidelines and circulars.
Prompt Example:
“List mandatory IRDAI disclosures for ULIP products.”
ChatGPT Gives:
- Risk factor declaration
- Surrender charges
- NAV history access
- Discontinuance policy handling
📎 Ask also:
“Summarize IRDAI circular on health policy portability rules (latest update).”
💬 6. Customer Communication
Goal: Send clear, empathetic, and legally sound communication.
Prompt Example:
“Draft an SMS notification for claim rejection with IRDAI grievance redressal info.”
ChatGPT Outputs:
“Dear [Name], your claim ID #12345 has been declined due to [reason]. You may escalate to our grievance team or visit www.irdai.gov.in for more. – [Insurer]”
📨 Bonus:
“Generate WhatsApp FAQs for policy terms, renewal, and claim status.”
🧪 7. Product Development
Goal: Design new insurance products for emerging segments.
Prompt Example:
“Propose a microinsurance plan for rural gig workers in India.”
ChatGPT Suggests:
- Coverage: ₹1 lakh accidental + ₹50/day hospital cash
- Premium: ₹299/year
- Delivery via UPI or mobile wallets
- WhatsApp onboarding + SMS policy delivery
🧠 Ask:
“What kind of add-ons can we offer for electric vehicle insurance?”
🎓 8. Training Materials
Goal: Educate agents and customers on policy features and claim procedures.
Prompt Example:
“Create a 5-slide outline to train agents on health insurance claim lifecycle.”
ChatGPT Outputs:
- Slide 1: Introduction to Policy Types
- Slide 2: Claim Types (Cashless vs. Reimbursement)
- Slide 3: Required Documents
- Slide 4: Settlement TATs (IRDAI guidelines)
- Slide 5: Common Claim Rejection Reasons
🎯 Bonus:
“Write a quiz with answers for customer service executives on IRDAI grievance protocols.”
🇮🇳 India-Specific Enhancements
📅 9. Festive Campaign Ideas
“Suggest email subject lines for Diwali term insurance offers.”
🏥 10. Ayushman Bharat Integration
“Explain how a private insurer can partner with PM-JAY for low-income coverage.”
🧭 Summary Cheatsheet
| Task | ChatGPT Helps With |
|---|---|
| ⚖️ Risk Assessment | Pricing logic, risk scorecards, underwriting rule generation |
| 🧾 Claims Processing | Checklists, workflows, approval/rejection templates |
| 📜 Policy Documentation | T&Cs, plain-language summaries, comparison guides |
| 📈 Actuarial Analysis | Python/statistical help, reserve definitions, table generation |
| 📋 Regulatory Compliance | IRDAI rule interpretation, checklists, circular summaries |
| 💬 Customer Communication | Emails, SMSes, FAQs, chatbot prompts |
| 🧪 Product Development | Plan outlines, pricing models, mobile delivery strategies |
| 🎓 Training Materials | Slide decks, quizzes, agent/customer education modules |