Climate Risk Doesn't Begin with a Hurricane

Insurers increasingly rely on AI-driven property condition data to assess climate-related deterioration between catastrophic events, not just during them.

Climate

Insurers have become very good at preparing for the big moments. Hurricanes, hailstorms, wildfires, floods and tornadoes are analyzed in remarkable detail, helping carriers estimate losses and prepare for large-scale events.

But some of the biggest drivers of property risk develop in silence, long before a named storm appears on the forecast.

Properties are constantly responding to the environments around them. Day after day, ordinary weather conditions gradually change the condition of roofs and exterior materials. Over time, they change the condition of a property in ways that aren't always visible until the next severe weather event turns gradual deterioration into a claim.

Catastrophe models are essential to helping us understand what could happen. What's becoming just as important is understanding what's already happened to the property before that event occurs.

Property condition tells part of the story

Rarely does a single storm cause a roof to fail; catastrophic damage is almost always the culmination of long-term environmental stress. Years of exposure to thermal fluctuations, moisture penetration, UV radiation and heavy rainfall systematically degrade roofing systems. By the time severe weather arrives, the property may already be more vulnerable than anyone realizes. The storm gets the blame, but the conditions leading up to it often tell an equally important part of the story.

These gradual changes have historically been difficult to observe consistently across large portfolios. That's beginning to change. Better property-level data is giving insurers a much clearer picture of how long-term climate exposure affects the condition of homes over time.

A recent analysis of more than 2.8 billion AI-derived roof observations across nearly 2,100 U.S. counties pointed to consistent relationships between chronic climate exposure and roof longevity. Counties experiencing the largest daily temperature swings showed roof aging about 23% faster than those with more stable climates. Homes in hotter, more humid regions tended to have shorter roof lifespans than comparable homes in cooler, drier environments.

None of those findings should be viewed in isolation. Combined, they suggest that long-term environmental exposure can influence property condition in ways that deserve greater consideration in underwriting.

A better question for underwriters

Property underwriting has traditionally focused on hazards surrounding a home. Is it exposed to hail? Flood? Wildfire? Wind? Those questions still matter.

The question that is becoming just as important is, what condition is this property actually in today?

Two homes built in the same year with similar construction can age very differently depending on the conditions they've experienced over time. One may have spent years exposed to repeated temperature swings. Another may have seen persistent humidity or heavier rainfall. Looking only at a property's age or location doesn't always explain those differences.

The industry has spent years getting better at predicting what a storm might do to a property. We're now much better positioned to understand what's happened to that property before the storm ever arrives.

Current aerial imagery and AI analysis make it possible to observe how properties change between quote, renewal, and claim. It doesn't replace traditional underwriting, but it provides another layer of context and data when evaluating current risk.

What this means for carriers

Catastrophe models are still essential. They're strongest when paired with a current understanding of how the insured property is changing between major weather events.

Hazard models explain the environment around a property. Current observations help explain how that environment may already be affecting the property itself. Looking at both together gives insurers a more complete view of risk than either can provide on its own.

That has practical implications across the business. Property condition can become part of renewal decisions instead of something evaluated only after a loss. Portfolio-level trends can help identify neighborhoods where homes appear to be aging faster than expected, even outside traditional catastrophe zones. Claims teams gain additional context about pre-loss conditions, while policyholders have more opportunities to address maintenance issues before relatively small problems become larger claims.

These aren't new objectives. Insurers have always wanted better information. What's changed is the ability to observe property condition consistently across large portfolios instead of relying solely on snapshots captured months or years earlier.

Looking ahead

One of the more interesting findings from the roof analysis wasn't simply that roofs age differently across the country. It was that the geography of climate exposure itself is changing.

The report found that U.S. land area in the highest rainfall-intensity band expanded from roughly 35,000 square miles during 1980 to 1984 to about 300,000 square miles during 2020 to 2024, an increase of approximately 750%. That doesn't mean every community faces the same level of risk. It does suggest that millions of properties are now experiencing environmental conditions that differ from what they were originally built to withstand. This reinforces the value of pairing historical experience with a current understanding of property condition.

Property insurance has always been about understanding uncertainty. Catastrophe models will continue to play a central role in that work. As the industry gains better visibility into property condition over time, insurers also have an opportunity to make more informed decisions between the next major weather event, not just after it.

Climate risk doesn't begin when a hurricane makes landfall. In many cases, it starts years earlier, one season, one temperature swing and one roof at a time.

The carriers that recognize those changes sooner will be better positioned to price risk, strengthen portfolios, and help policyholders address vulnerabilities before they become costly claims.


David Tobias

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David Tobias

David Tobias serves as the general manager of insurance at Nearmap.

Previously, he co-founded Betterview, a property intelligence platform for P&C insurers that Nearmap acquired in December 2023. Before founding Betterview, Tobias was instrumental in scaling Research Specialist, an insurance loss control company.

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