Reports & Research

From Costly Water Losses to Millions in Savings

Non-weather water claims are a leading cause of property insurance losses, costing insurers over $20 billion annually. 

Join us for a FREE live webinar where our experts will discuss the latest trends, challenges, and insights to help you mitigate non-weather water risk.

What We'll Cover

Our experts Rob Silva, ACAS (Director of Customer Success) & Sam Fetchero (Head of Marketing) will present:

• Current Trends: Understand the rise in severity and total loss costs of non-weather water claims.
• Risk Assessment Challenges: Learn why traditional methods fall short in assessing non-weather water vulnerability.
• Key Risk Factors: Identify the main drivers of non-weather water damage.
• Strategic Insights: Discover strategies to improve your management of non-weather water claims.
• Z-WATER in Action: Experience our new AI-powered model that predicts non-weather water risk with unparalleled accuracy.
• Interactive Q&A: Get your questions answered by our experts.

Who Should Attend

This webinar is ideal for Executives, Product Managers, Actuaries, Underwriters, and CAT Modelers committed to enhancing their understanding and management of non-weather water risks. 

Bonus Content

As a bonus, you'll receive our exclusive infographic, "Below the Surface: Research Reveals Knowledge Gap in Homeowner Water Loss Prevention and Coverage."

This research gives key insights into water loss experiences, coverage details, homeowner protection measures, and information on water shutoff devices and heater conditions.

Register Now

It’s hard to overstate how important the roof is from an insurability standpoint. The roof represents significant risks and potential opportunities, making it a critical focus area for insurers. This has become even more important in recent years as the impact of severe convective storms is often reflected in roof losses. Understanding this, ZestyAI has released new research for property insurers called The Insurers Guide to Roof Risk.

Download The Insurers Guide to Roof Risk

In an era where the severity and frequency of roof-related claims are on the rise, particularly due to the increasing impact of severe convective storms, innovative tools and strategies are essential. The Insurers Guide to Roof Risk provides actionable insights to improve risk assessment, underwriting processes, and overall business strategy.

What’s Inside the Guide?

The Insurers Guide to Roof Risk includes:

• Roof Failure Factors: Learn the underlying contributing factors behind why older roofs fail more often.
• Beyond Roof Age: Discover why roof complexity, condition, and climate are more important than roof age alone.
• Identifying Missing Risk Factors: Understand the key factors to roof risk that most traditional models miss.
• Advanced Risk Segmentation: See how using machine learning and new data sources can split risk more than 60 times better than traditional models.
• Portfolio Optimization: Access a comprehensive toolbox to optimize your portfolio and new business selection to generate exponential lift versus traditional models.

Download Now

Annual Wildfire Season Overview provides insights to assist insurers in effectively managing wildfire risk.

ZestyAI has released its annual Wildfire Season Overview for 2024. This year’s guide provides critical insights carriers need to stay ahead of the rapidly evolving wildfire landscape. Offering more than just data, this year’s guide is designed to help insurers make informed risk decisions in some of the country’s most volatile states. 

Download ZestyAI's 2024 Wildfire Season Overview 

This year’s guide includes: 

• Countrywide Wildfire Impact Analysis: Understand how wildfires are affecting regions beyond traditional hotspots like CA, including significant events in TX & NM.
• Future Wildfire Trends: Explore predictions for the 2024 wildfire season and understand the long-term implications of current conditions on wildfire risks.
• Regulatory Insights: Stay updated on the latest regulations affecting wildfire risk assessment insurance practices.
• AI-driven Risk Models: Learn how ZestyAI's Z-FIRE model accurately predicts wildfire risks and assists insurers in making informed decisions.
• Property-Level Risk Assessments: Discover the importance of granular, property-specific risk evaluations to improve underwriting accuracy and transparency for consumers.

Download Now

Costing insurers approximately $19 billion every year, roof claims stand as the primary driver of property insurance losses.

Traditional methods of obtaining roof age information are deeply flawed. Most carriers depend on policyholder or agent-reported data, which is often inaccurate, leading to blind spots in assessing property risk. In a recent ZestyAI survey, 63 percent of homeowners reported not knowing the age of their roof if they were not in their homes the last time it was replaced.

Join our expert panel for a deep dive into leveraging roof age analytics for a cutting-edge underwriting process and gain insider knowledge on:

• The Leading Cause of Claims: unveil the hidden truths behind roof-related claims and the costly consequences of outdated assessment methods.
• A New Era of Data: Learn about ZestyAI’s pioneering approach to roof age analytics, incorporating building permits, historical imagery, and AI for a comprehensive view
• Precision at Scale: See how to apply precise, AI-driven roof age data across your entire portfolio for consistent and reliable underwriting and claims decisions
• Technical Decision Making: Empower your actuaries and underwriters with the insights needed to enhance risk selection and optimize pricing strategies
• Efficiency in Operations: Streamline inspections and operations, focusing resources where they’re needed most, improving time-to-quote, and enriching the customer experience
• Best Practices: Learn how leading carriers are using roof age, roof condition, and peril-specific models to improve risk selection and lower combined ratios 

This transformative session is available on demand. Learn how to enhance accuracy, efficiency, and profitability in property insurance.

Save Your Spot

In an ever-evolving regulatory environment, staying informed and adaptable is crucial. Our latest interactive guide, "When Innovation and Regulation Meet", offers a comprehensive toolkit for navigating the complexities of insurance compliance and the integration of AI technologies. 

What's Inside?

• Regulatory Landscape Map: Delve into a detailed state-by-state analysis, uncovering the intricacies of filing laws and approval speeds.
• Staying Ahead of Regulation Changes: Learn how to stay prepared and ensure your compliance strategies are future-proof, aligning with the latest regulatory expectations.
• Essential AI Partner Checklist: Choosing the right AI partner is crucial for success. Our guide offers a meticulous checklist for selecting a partner that is not only compliant but also transparent and supportive, ensuring you make an informed decision.
• Emerging Regulatory Concerns: What do you need to know about privacy, bias, and AI oversight?
• Real-World Applications: Discover how ZestyAI's collaborative approach with regulatory entities has led to successful model approvals across the United States. 

Why This Guide?

As the regulatory framework becomes increasingly complex, having a reliable and insightful resource is indispensable. Our guide is tailored for insurance professionals seeking to enhance their regulatory strategy, embrace AI innovation responsibly, and achieve a competitive edge in the market.

Ready to get up to speed on 2024's regulatory environment? Access the guide.

The landscape of hail risk management is undergoing a significant transformation. Our latest publication, "Hail Risk 2024: An Interactive Guide for Insurers," offers a critical examination, illustrated with compelling data, of the factors contributing to the alarming rise in hail-related losses over the last decade. Major changes to how hail is understood have changed how insurers should view the peril. This guide isn't just about understanding hail risk; it's about redefining how it is managed in the insurance industry.

Why This Guide is Indispensable:

• Losses Rising — Understand the key factors driving record-breaking hail losses, and why there's more to the story than just "climate change."
• Reinsurance  — Learn why insurance carriers now shoulder more of the burden due to changing risk transfer relations.
• The Right Tools  — Explore how AI-based climate risk models are supplementing stochastic and actuarial models for a full picture of climate risk.
• Actionable Steps  — See how leading carriers are applying granular, property-level insights and learn the proactive steps they're taking to mitigate risks and losses.

Ready to get up to speed on hail risk in 2024? Access the guide.

We’re excited to share that, for the second year in a row, ZestyAI has been named one of America’s best startup employers by Forbes. This recognition highlights our commitment to fostering an exceptional workplace culture while fostering a healthier insurance market. 

What It Means to Be a Top Startup Employer

Forbes, in partnership with research firms, evaluated over 20,000 U.S. startups based on three key factors: employer reputation, employee satisfaction, and business growth. Only 500 companies made the final cut, and we’re incredibly proud to be among them.

At ZestyAI, we believe that fostering a collaborative and supportive work environment isn’t just beneficial for our team—it’s essential to our mission. By enabling insurers to make more precise, data-driven decisions, we help drive resilience across communities, ultimately benefiting the homeowners and business owners they serve.

A Remote-First, People-First Culture

As a fully remote company, ZestyAI gives team members the flexibility to design a work-life balance that fits their needs. We go beyond traditional benefits by offering an unlimited time-off policy, which includes vacation and mental health days to support well-being and prevent burnout.

For team members across North America, our local hubs bring “Zesties” together for in-person events and networking, fostering connection and collaboration.

“Culture is not just a buzzword at ZestyAI—it’s the glue that holds our team together,” said Attila Toth, Founder and CEO of ZestyAI.

“Like a great sports team, we believe that the whole is greater than the sum of its parts. Our commitment to collaboration and well-being empowers us to deliver exceptional results.”

Industry Recognition

This honor joins a list of awards celebrating our work. ZestyAI has also been recognized by Inc. 5000 as one of America’s fastest-growing private companies, included in the Deloitte Technology Fast 500, and named to the CB Insights Insurtech 50. We have also received an AI Breakthrough Award for Machine Learning and a PropertyCasualty360 Insurance Luminary award for Risk Management Innovation.

Interested in joining us? Check out our careers page!

ZestyAI, the leading provider of AI-powered property and climate risk analytics, today announced a strategic partnership with NEXT Insurance, a top commercial insurer specializing in small to medium-sized businesses.

Under this agreement, NEXT will adopt ZestyAI’s Z-PROPERTY™ and Z-FIRE™ models to enhance its underwriting processes with precise, property-level risk insights. Z-PROPERTY uses high-resolution aerial imagery and AI-powered analytics to assess roof condition, structural risks, and environmental hazards, helping insurers make more informed underwriting decisions.

Z-FIRE, adopted by over one-third of California’s insurance market, delivers highly accurate wildfire risk assessments based on 2,000+ historical wildfires, satellite imagery, and topographic data, ensuring that premiums reflect true wildfire exposure.

Lance Poole, Head of AI Underwriting at NEXT Insurance, said:

“ZestyAI’s peril-based risk models stood out for their ability to provide precise, actionable insights at scale, perfectly complementing our mission to help entrepreneurs thrive. This partnership strengthens our underwriting capabilities by delivering advanced data analytics that allows us to offer a faster, fully digital purchasing experience while maintaining best-in-class underwriting. By streamlining workflows and enhancing decision-making, we’re able to create innovative, tailored insurance solutions that meet the unique needs of small business owners, all while staying true to our commitment to simplicity and excellence."

Attila Toth, CEO of ZestyAI said:

"At ZestyAI, we are committed to bringing the power of AI-driven risk intelligence to the insurance industry. NEXT Insurance is redefining small business insurance with a fully digital experience, and we are proud to support that vision by providing precise, property-specific risk insights. With Z-PROPERTY and Z-FIRE, NEXT can enhance underwriting efficiency, optimize risk selection, and ultimately deliver smarter, more tailored coverage to small business owners across the country."

ZestyAI today announced its partnership with Safepoint Holdings, a regional property insurance group operating Safepoint, Cajun, and Manatee. Together, these platforms manage over 200,000 policyholders across Florida, Louisiana, Texas, Mississippi, and Alabama.

By leveraging ZestyAI’s advanced risk platform, Safepoint Holdings can analyze a high volume of properties with precision, enhancing underwriting accuracy and improving access to coverage for homeowners. Additionally, Safepoint Holdings is strengthening its loss cost control program by utilizing ZestyAI’s property insights to better predict and manage risk.

The partnership also enables Safepoint Holdings to optimize its inspection strategy, reducing costs and streamlining operations through high-resolution aerial imagery.

David Flitman, CEO of Safepoint Holdings. said:

“ZestyAI’s property insights have set a new benchmark for accuracy and innovation. The flexibility of their solutions and the ability to evaluate large insured portfolios in a matter of days provide tremendous value to us. This partnership will allow us to better serve our policyholders by proactively managing risk while making our operations more efficient.”

ZestyAI’s Advanced Risk Solutions Adopted by Safepoint:

• Z-PROPERTY Digital Roof™: Analyzes key drivers of roof-related risk—including material, shape, pitch, and condition—using AI-powered 3D modeling of high-resolution aerial imagery. These insights improve Safepoint’s risk selection process and optimize inspections by identifying properties requiring on-site evaluations, ensuring underwriting and renewals are both accurate and efficient.
• Z-PROPERTY Location Insights: Delivers detailed, property-specific risk insights for over 150 million properties across the U.S. Combining computer vision, machine learning, and high-resolution imagery,
  Location Insights provides critical risk insights on overhanging vegetation, lot debris, and more, enabling Safepoint uncover hidden risks, streamline workflows, and better align premiums to risk.
• Roof Age: Combines over 20 years of historical aerial imagery with verified building permit data to determine the accurate age of a roof with 92%+ accuracy. By eliminating reliance on self-reported or incomplete data, Safepoint can enhance pricing precision, reduce claims exposure, and make informed decisions about eligibility and coverage.

“By integrating our solutions, Safepoint Holdings can make better risk decisions, reduce costs, and expand coverage in states with high climate risk like Florida, Louisiana, Texas, Mississippi, and Alabama,” said Attila Toth, Founder and CEO of ZestyAI. “We’re excited to support Safepoint Holdings with the insights they need to serve their policyholders.”

This partnership comes at a pivotal time as Safepoint Holdings focuses on expanding its portfolio. With ZestyAI’s property-specific data, Safepoint Holdings can scale efficiently while maintaining reliable, cost-effective coverage for its policyholders. Safepoint Holdings operates with a combined policyholder surplus of approximately $150 million, with Safepoint Insurance Co. holding $70 million.

ZestyAI, the leader in AI-powered climate and property risk analytics, announced that Z-FIRE™, its advanced wildfire risk model, is filing-ready in California.

Z-FIRE can continue to be filed for rate segmentation and underwriting without further review under the Pre-Application Required Information Determination (PRID) process, which is currently focused on models that determine a catastrophe load factor.

Z-FIRE was last included in an approved California rate filing in 2024.

Z-FIRE leverages AI-driven analysis of over 2,000 historical wildfires, integrating satellite and aerial imagery, topography, and property-level characteristics to provide precise risk assessments. This approach is rooted in decades of science and experimentation by researchers, including the Insurance Institute for Business & Home Safety (IBHS).

With coverage spanning nearly 100% of U.S. properties, Z-FIRE is already trusted by more than one-third of California’s insurance market, including the California FAIR Plan, the state's insurer of last resort, to refine underwriting, enhance risk segmentation, and ensure that premiums accurately reflect the true wildfire exposure and vulnerability of each individual structure.

"For years, leading insurers have trusted ZestyAI to manage wildfire exposure in California and refine pricing segmentation with precision," said Attila Toth, Founder and CEO of ZestyAI. "Now, insurers can continue to confidently integrate it into their rate filings."

They can trust that Z-FIRE meets the highest actuarial and scientific standards, ensuring transparency and reliability for regulators, carriers, and policyholders alike.

ZestyAI continuously validates Z-FIRE’s performance through post-event analyses, assessing how well its risk designations align with real-world fire impacts.

Following the recent Los Angeles wildfires, preliminary analysis indicates that Z-FIRE’s highest-risk ratings closely correspond with the hardest-hit areas, with 94% and 87% of the areas affected by the Palisades and Eaton fires rated as high or very high risk by the model.

The model also captured how property-specific characteristics influenced damage patterns, even within the same fire perimeter, reinforcing the importance of granular, structure-level insights in wildfire risk assessment. Z-FIRE’s data also reveals more than 1.5 million structures in California face a high or very high risk of being within a wildfire perimeter.

With granular, property-specific insights, Z-FIRE allows insurers to move beyond binary "insure or drop" decisions. Instead, they can work with policyholders to reduce vulnerability—whether through defensible space measures, fire-resistant roofing, or other mitigation efforts.

Since its adoption, Z-FIRE has helped insurers confidently write hundreds of thousands of policies that might have otherwise been non-renewed or declined. By incorporating vegetation density, roof materials, and structural characteristics, the model enhances risk segmentation, reduces volatility, and strengthens market stability.

ZestyAI has engaged with the California Department of Insurance (CDI) over the years, including discussions during the early regulatory considerations of Z-FIRE. After an independent actuarial review in 2020, multiple carrier rate and underwriting filings leveraging Z-FIRE have been approved by the CDI. Moreover, ZestyAI participated in seven CDI workshops in 2023-24 and co-hosted a January 2025 webinar on the new regulatory framework.

Artificial intelligence is reshaping the P&C insurance industry, offering new ways to streamline underwriting, enhance risk management, and navigate evolving regulations.

But as AI adoption accelerates, insurers must ensure they’re using these technologies effectively—balancing innovation with compliance.

Our latest guide explores the most impactful AI applications in insurance, including:

• AI-powered underwriting and predictive analytics
• How regulators are shaping the future of AI in insurance
• Best practices for integrating AI while ensuring fairness and transparency

As AI-driven tools become the new standard, insurers who adapt early will gain a competitive edge.

Download our free guide to leverage these innovations while staying aligned with evolving regulations.

For insurers, accurate roof age data is essential. Yet, self-reported information often falls short.

Our research shows that 1 in 5 homeowners underreport roof age by an average of 8 years. These discrepancies create hidden risks that can impact underwriting, pricing, and overall portfolio performance.

How can insurers get a more accurate picture?

AI-driven insights provide 97% nationwide coverage, combining verified roof age with real-time condition data for a more comprehensive risk assessment.

Download our latest research for a breakdown of five critical insights that every insurer should know about roof age. 

Plus, get access to The Roof Age Advantage, an exclusive video that unveils how AI is setting a new standard for risk evaluation.