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Insurance Trends, Ideas, & Analysis From Insurance Nerds

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5 min read

The Quiet Collapse of Address-Level Accuracy Tolerance

By 2025, geocoding accuracy stopped being marketed as a background feature and started showing up as a primary product differentiator. Ecopia AI has published analysis suggesting that more than one million U.S. buildings may be misclassified under...

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Insurance AI's Success Now Depends More on Operations Than Algorithms

2 min read

Insurance AI's Success Now Depends More on Operations Than Algorithms

The hardest part of insurance AI isn't building the models anymore, it's making them work reliably within the messy realities of legacy systems and...

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Property Stabilizes While Casualty Lines Face Persistent Severity Pressure

2 min read

Property Stabilizes While Casualty Lines Face Persistent Severity Pressure

The commercial market's property-casualty split is creating distinct strategic challenges that require different risk management approaches. While...

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Insurance Managers Need Three Types of Feedback to Fix Remote Underwriting Development

2 min read

Insurance Managers Need Three Types of Feedback to Fix Remote Underwriting Development

Most insurance managers are unconsciously sabotaging their remote underwriters by mixing up appreciation, coaching, and evaluation in their feedback...

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The AI Fraud Paradox: Why Most Claim Photo

2 min read

The AI Fraud Paradox: Why Most Claim Photo "Fraud" Isn't Really Fraud

Half of all consumers who alter claim images don't realize they're committing fraud, creating a massive gray zone that threatens to overwhelm claims...

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Claims AI Is About to Hit Its First Major Test

2 min read

Claims AI Is About to Hit Its First Major Test

The insurance industry is rushing toward full automation of simple claims just as catastrophic losses are making human judgment more valuable than...

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Carriers Are Funding IT Departments Instead of Writing Policies

2 min read

Carriers Are Funding IT Departments Instead of Writing Policies

The $5 million in annual hidden operational costs that legacy systems impose on insurers isn't just a technology problem, it's a fundamental...

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Pricing Infrastructure Is Now a Competitive Weapon, Not Just an Actuarial Tool

2 min read

Pricing Infrastructure Is Now a Competitive Weapon, Not Just an Actuarial Tool

The carriers winning market share today aren't necessarily the ones with the smartest actuaries, they're the ones whose actuaries can work fastest...

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Life Insurers Face a Mortality Blind Spot as Cancer Strikes Younger Adults

2 min read

Life Insurers Face a Mortality Blind Spot as Cancer Strikes Younger Adults

Traditional age-based underwriting models are failing to capture the 30% surge in colorectal cancer diagnoses among adults under 50, creating a...

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Insurance Performance Reviews Are Failing Women and Minorities, But Three Feedback Fixes Can Change

2 min read

Insurance Performance Reviews Are Failing Women and Minorities, But Three Feedback Fixes Can Change That

Insurance leaders serious about diversity must confront an uncomfortable truth: their performance review process is systematically undermining the...

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