The AI models developed by Nearmap are used in predictive vulnerability and claim scores covering wildfire, hurricane, wind, and hail risks. By leveraging trusted third-party regional hazard data, historical claims and damage datasets, and computer vision technology detecting roof condition and property attributes, these scores provide insurers with accurate insights for rating and serve as precise, actionable predictors of future claims for different perils. Additionally, Nearmap has worked closely with Milliman Appleseed for three years, leveraging their extensive ratemaking and regulatory filing experience. As a result, Nearmap predictive peril scores are reviewed and filed for fast, cost-efficient adoption, and insurers can quickly integrate them into workflows to better match premiums with risk.
"It's important for insurers to continue to innovate and for regulators to ensure that the new technologies are consistent with state laws and regulations. But no insurer wants a rate filing to be delayed because the regulator hasn't seen a new tool before," said Peggy Brinkmann, a Principal at Milliman. "Milliman Appleseed is helping deliver solutions like the wildfire, hurricane, and wind/hail scores in an efficient manner that benefits insurers, insurtechs, regulators, and ultimately policyholders."
The predictive vulnerability and claim scores are available through the Betterview property intelligence platform, the Nearmap software solution for insurance. With these powerful tools, insurers gain a complete and transparent view of risk. This includes:
- Regulatory approval for peril models in over 26 states, including Colorado, Georgia, Louisiana, Texas, and Oklahoma, plus Washington, D.C.
- Proven claims prediction lift, providing deep insights into wildfire, wind, hurricane, and hail risks.
- A transparent explanation of vulnerability and claims peril scores, revealing all factors contributing to each score.
- High-resolution aerial imagery captured up to three times a year, continuously updating AI-powered insights to strengthen peril scores.
- A comprehensive suite of computer vision detections with periodic model updates, which are the foundations of the peril scores. The new generation of AI insights demonstrates the Nearmap commitment to innovation and the insurance industry.
"Pre-filing our models for state approvals is a great value-add for insurers. Once a state approves a score, it allows the insurer to quickly incorporate it into their insurance rates without extra time, cost, and uncertainty," stated Madeleine Lopeman, Director of Data Science at Nearmap. "In addition to pre-filing, we can also support carriers' own filings, providing data and documentation to ensure a smoother rate filing process from the start."
Nearmap is committed to continually delivering accurate and reliable scores for enhanced risk assessment. This initiative not only improves the precision of insurance underwriting and rating but also empowers insurers to efficiently manage severe weather and climate-related risks.
About Nearmap:
Nearmap is the location intelligence provider customers rely on for consistent, reliable, high-resolution imagery, insights, and answers to create meaningful change in the world. The Betterview and ImpactResponse platforms by Nearmap are integrated technology solutions built for insurers applying proprietary AI and computer vision to high-resolution aerial imagery and geospatial data, generating highly accurate property intelligence. Insurance companies are empowered with on-demand insights throughout the policy lifecycle that increase quoting speed and accuracy, optimize underwriting efficiency, enhance property risk mitigation, and expedite claims. Nearmap is the only full stack provider of location intelligence—from camera, to capture, to processing, as utilized in the Betterview and ImpactResponse platforms.
For more information, please visit www.nearmap.com/solutions/insurance.
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