Lesson 1 of 3•AI for Actuarial Support0 of 3 complete (0%)
15 min read
Loss Development Analysis with AI
What you'll learn
- 1Use AI to accelerate loss development triangle analysis
- 2Build prompts that identify anomalies in development patterns
- 3Communicate actuarial findings to non-actuarial stakeholders
Loss Development Fundamentals
Loss development is the process by which insurance claims evolve from initial reporting to ultimate settlement. A claim reported at $50K may settle at $200K years later. Predicting this development pattern — and when it deviates from historical norms — is central to accurate reserving and pricing.
AI-Assisted Triangle Analysis
Analyzing Development Triangles
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Here is a paid loss development triangle for our commercial auto
liability book (accident years 2018-2024, evaluated quarterly):
[Paste triangle data or describe its structure]
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What you'll learn:
- Use AI to accelerate loss development triangle analysis
- Build prompts that identify anomalies in development patterns
- Communicate actuarial findings to non-actuarial stakeholders