Lesson 2 of 3•AI for Actuarial Support0 of 3 complete (0%)
15 min read
Rate Adequacy Assessment
What you'll learn
- 1Use AI to analyze rate adequacy across product lines and segments
- 2Build pricing analysis frameworks that identify under- and over-priced segments
- 3Communicate rate change needs to underwriting and leadership
What Is Rate Adequacy?
A rate is "adequate" when premium collected is sufficient to cover expected losses, expenses, and a reasonable profit margin. Rate inadequacy is the single largest threat to insurance company solvency — charging too little accumulates silently until losses emerge years later.
Segment-Level Analysis
Building a Rate Adequacy Dashboard
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Here is our commercial property book performance data:
- Premium, loss, and expense data by segment (region, class, size band)
- 5 years of experience (2020-2024)
- Loss development factors applied to bring all years to ultimate
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What you'll learn:
- Use AI to analyze rate adequacy across product lines and segments
- Build pricing analysis frameworks that identify under- and over-priced segments
- Communicate rate change needs to underwriting and leadership