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Porch Group Introduces New AI-Driven Home Factors for Enhanced Underwriting Precision

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Porch Group has introduced three new interior Home Factors aimed at enhancing risk segmentation and underwriting precision for insurers. These additions specifically focus on identifying signs of water intrusion within homes.

The company plans to expand its Home Factors platform to include over 100 attributes by the close of 2025, with a goal of providing insights into 90% of properties across the United States. Home Factors is Porch’s property intelligence platform, designed to leverage unique data on both interior and exterior home conditions. It utilizes advanced AI-driven models to convert this data into actionable insights, enabling insurers to make more informed decisions, refine risk segmentation, and improve underwriting accuracy.

The new Home Factors address property damage related to water intrusion, a critical area for insurers. By pinpointing water damage in specific areas of a home, insurers can gain a more comprehensive understanding for pricing, underwriting, and loss prevention strategies. An analysis conducted with third-party carriers indicated that properties exhibiting water intrusion damage experience a claims frequency that is more than 40% higher.

Michelle Taves, VP and Group GM, Data and Marketing at Porch Group, stated, “These new Home Factors allow insurers to access more property characteristics and see what’s really happening inside a home. They provide powerful signals for identifying risk that standard property data simply can’t detect. Through both Homeowners of America and now other third-party carriers, we have proven definitively that Home Factors data has a significant impact on being able to better assess and price risk for a given property.”

Matt Ehrlichman, Founder and CEO of Porch Group, added, “Unique data is a key pillar in Porch’s strategy, and we are just getting started in our journey. The expansion of Home Factors from both an internal underwriting and external monetization standpoint remains a key priority for the company, and we are in a good position to deliver on our goal of releasing 100 Home Factors by year-end.” Porch Group, Inc. is a homeowners insurance company that integrates leading vertical software solutions in home-related industries, provides services for homebuyers, utilizes unique data for underwriting, and offers protection for policyholders.

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