--- title: AAIS Views | Modeling/Predictive Analytics description: Modeling/Predictive Analytics | AAIS Views provides the latest updates, alerts, and news in the P&C industry. --- [![](https://aaisviews.aaisonline.com/hs-fs/hubfs/social-suggested-images/www.aaisonline.comimagelayout_set_logo.png?width=150&height=38&name=www.aaisonline.comimagelayout_set_logo.png)](https://aaisviews.aaisonline.com/compliance-alerts) ## Compliance Alerts # Modeling/Predictive Analytics [![](https://aaisviews.aaisonline.com/hubfs/Cloverleaf%20PR%20Featured%20Image.jpg)](https://aaisviews.aaisonline.com/aais-views/cloverleaf-analytics-aais-partner-program) ## [Cloverleaf Analytics Joins AAIS Partner Program, Extending Advanced Insurance Intelligence Solutions to Members](https://aaisviews.aaisonline.com/aais-views/cloverleaf-analytics-aais-partner-program) Oct 16, 2024 / by [AAIS](https://aaisviews.aaisonline.com/aais-views/author/aais) posted in [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [Analytics](https://aaisviews.aaisonline.com/aais-views/topic/analytics), [Press Release](https://aaisviews.aaisonline.com/aais-views/topic/press-release), [Cloverleaf Analytics](https://aaisviews.aaisonline.com/aais-views/topic/cloverleaf-analytics) [0 Comments](https://aaisviews.aaisonline.com/aais-views/cloverleaf-analytics-aais-partner-program#comments-listing) *Cloverleaf Analytics to offer AAIS Members end-to-end insurance intelligence solutions backed by decades of in-depth experience and best practices.* [Read More](https://aaisviews.aaisonline.com/aais-views/cloverleaf-analytics-aais-partner-program) [![](https://aaisviews.aaisonline.com/hubfs/AdobeStock_911461829.jpeg)](https://aaisviews.aaisonline.com/aais-views/homeowners-underwriting-behavioral-risk-predictions) ## [Addressing Homeowners Underwriting with Behavioral Risk Predictions](https://aaisviews.aaisonline.com/aais-views/homeowners-underwriting-behavioral-risk-predictions) Aug 28, 2024 / by [Devyn McNicoll](https://aaisviews.aaisonline.com/aais-views/author/devyn-mcnicoll) posted in [Personal Lines](https://aaisviews.aaisonline.com/aais-views/topic/personal-lines), [Technology](https://aaisviews.aaisonline.com/aais-views/topic/technology), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Homeowners](https://aaisviews.aaisonline.com/aais-views/topic/homeowners), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [Data/Tech](https://aaisviews.aaisonline.com/aais-views/topic/data-tech), [Underwriting](https://aaisviews.aaisonline.com/aais-views/topic/underwriting), [Risk](https://aaisviews.aaisonline.com/aais-views/topic/risk), [AI](https://aaisviews.aaisonline.com/aais-views/topic/ai), [Artificial Intelligence](https://aaisviews.aaisonline.com/aais-views/topic/artificial-intelligence), [Pinpoint Predictive](https://aaisviews.aaisonline.com/aais-views/topic/pinpoint-predictive) [0 Comments](https://aaisviews.aaisonline.com/aais-views/homeowners-underwriting-behavioral-risk-predictions#comments-listing) [Carrier Management](https://www.carriermanagement.com/news/2024/07/26/264765.htm) recently published a release from AM Best revealing that the homeowners insurance sector suffered an underwriting loss amounting to $15.2 billion in 2023. This loss is more than double that of the previous year and marks the worst underwriting results since 2000. This spike is attributed to increased weather-related events and shifting population demographics, leading insurers to confront significant challenges in underwriting and risk assessment. [Read More](https://aaisviews.aaisonline.com/aais-views/homeowners-underwriting-behavioral-risk-predictions) [![](https://aaisviews.aaisonline.com/hubfs/Pinpoint%20Predictive%20Press%20Release%20FI.jpg)](https://aaisviews.aaisonline.com/aais-views/pinpoint-predictive-joins-aais-partner-program) ## [Pinpoint Predictive, Inc. Joins AAIS Partner Program, Empowering AAIS Members with Strategic Risk Selection for Enhanced Profitability](https://aaisviews.aaisonline.com/aais-views/pinpoint-predictive-joins-aais-partner-program) Jul 29, 2024 / by [AAIS](https://aaisviews.aaisonline.com/aais-views/author/aais) posted in [Technology](https://aaisviews.aaisonline.com/aais-views/topic/technology), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [Data/Tech](https://aaisviews.aaisonline.com/aais-views/topic/data-tech), [Risk](https://aaisviews.aaisonline.com/aais-views/topic/risk), [AI](https://aaisviews.aaisonline.com/aais-views/topic/ai), [Artificial Intelligence](https://aaisviews.aaisonline.com/aais-views/topic/artificial-intelligence), [Press Release](https://aaisviews.aaisonline.com/aais-views/topic/press-release), [Pinpoint Predictive](https://aaisviews.aaisonline.com/aais-views/topic/pinpoint-predictive) [0 Comments](https://aaisviews.aaisonline.com/aais-views/pinpoint-predictive-joins-aais-partner-program#comments-listing) *Pinpoint Predictive to offer AAIS Members access to their revolutionary risk selection platform that goes beyond traditional variables.* [Read More](https://aaisviews.aaisonline.com/aais-views/pinpoint-predictive-joins-aais-partner-program) [![](https://aaisviews.aaisonline.com/hubfs/Feature%20-%20Interview%20Jacqueline%20Schaendorf%5B6%5D.jpg)](https://aaisviews.aaisonline.com/aais-views/ai-predictive-modeling-data-trends-underwriting) ## [AI, Predictive Modeling, and Data Trends in Underwriting](https://aaisviews.aaisonline.com/aais-views/ai-predictive-modeling-data-trends-underwriting) Jul 18, 2024 / by [AAIS](https://aaisviews.aaisonline.com/aais-views/author/aais) posted in [Issues & Trends](https://aaisviews.aaisonline.com/aais-views/topic/issues-trends), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Data](https://aaisviews.aaisonline.com/aais-views/topic/data), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [Data/Tech](https://aaisviews.aaisonline.com/aais-views/topic/data-tech), [Underwriting](https://aaisviews.aaisonline.com/aais-views/topic/underwriting), [AI](https://aaisviews.aaisonline.com/aais-views/topic/ai), [Artificial Intelligence](https://aaisviews.aaisonline.com/aais-views/topic/artificial-intelligence), [Cogitate](https://aaisviews.aaisonline.com/aais-views/topic/cogitate) [0 Comments](https://aaisviews.aaisonline.com/aais-views/ai-predictive-modeling-data-trends-underwriting#comments-listing) Artificial intelligence (AI) is revolutionizing the underwriting process, offering unprecedented opportunities for efficiency and accuracy in the insurance industry. In this interview with AAIS Partner, [Cogitate](https://aaisviews.aaisonline.com/aais-views/tag/cogitate.us), we explored how AI is promising a new era in data interpretation and utilization. Jacqueline Schaendorf, CPCU, Co-Founder of Cogitate and President and CEO of Insurance House, discussed the potential of predictive modeling in underwriting and claims processes, significant data challenges faced by carriers, and innovative solutions offered by Cogitate. [Read More](https://aaisviews.aaisonline.com/aais-views/ai-predictive-modeling-data-trends-underwriting) [![](https://aaisviews.aaisonline.com/hubfs/Feature%20-%20Shifting%20Data.jpg)](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl) ## [Shifting the Data Sharing Paradigm with openIDL](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl) Jan 10, 2022 / by [Matt Hinds-Aldrich](https://aaisviews.aaisonline.com/aais-views/author/matt-hinds-aldrich) posted in [openIDL](https://aaisviews.aaisonline.com/aais-views/topic/openidl), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Data Management/Distributed Ledger](https://aaisviews.aaisonline.com/aais-views/topic/data-management-distributed-ledger), [Tech News](https://aaisviews.aaisonline.com/aais-views/topic/tech-news), [Regulatory/Compliance](https://aaisviews.aaisonline.com/aais-views/topic/regulatory-compliance), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [AAIS Insights](https://aaisviews.aaisonline.com/aais-views/topic/aais-insights), [Data/Tech](https://aaisviews.aaisonline.com/aais-views/topic/data-tech), [Modeling/Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/modeling-actuarial) [0 Comments](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl#comments-listing) Clive Humby said it best with his oft-cited quote – “data is the new oil.” It is true that the value of data is in its refinement and synthesis into useful insights, tools, and products, all predicated on the existence of a complex infrastructure to share and transport data from where it is found (those with the data) to where the analysis occurs (those with the questions). [Read More](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl) [![](https://aaisviews.aaisonline.com/hubfs/AAIS%20Blog/Feature%20-%20Community%20Advisory.jpg)](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils) ## ['Tis the Season for Community Involvement—and Advisory Councils](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils) Dec 20, 2021 / by [Matt Hinds-Aldrich](https://aaisviews.aaisonline.com/aais-views/author/matt-hinds-aldrich) posted in [Insights](https://aaisviews.aaisonline.com/aais-views/topic/insights), [Issues & Trends](https://aaisviews.aaisonline.com/aais-views/topic/issues-trends), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Homeowners](https://aaisviews.aaisonline.com/aais-views/topic/homeowners), [New/Emerging Risks](https://aaisviews.aaisonline.com/aais-views/topic/new-emerging-risks), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [Fire](https://aaisviews.aaisonline.com/aais-views/topic/fire), [AAIS News & Views](https://aaisviews.aaisonline.com/aais-views/topic/aais-news-views), [AAIS Insights](https://aaisviews.aaisonline.com/aais-views/topic/aais-insights), [Modeling/Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/modeling-actuarial), [Insurance Line of Business](https://aaisviews.aaisonline.com/aais-views/topic/insurance-line-of-business), [NatCats](https://aaisviews.aaisonline.com/aais-views/topic/natcats), [Fire Advisory Council](https://aaisviews.aaisonline.com/aais-views/topic/fire-advisory-council), [AAIS FLAMES](https://aaisviews.aaisonline.com/aais-views/topic/aais-flames), [AAIS Wildfire Resource Center](https://aaisviews.aaisonline.com/aais-views/topic/aais-wildfire-resource-center) [0 Comments](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils#comments-listing) With the holidays and the end of the year upon us, it is the time to reflect upon the past year. And it is the time of year we tend to think about coming together, as a community, to share our experiences. In our case, I’m referring to AAIS’s product-focused advisory councils. 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