Gary C. Wang
Linda K. Brobeck
Kathryn A. Walker
Laura A. Maxwell
Roosevelt C. Mosley Jr.
Zachary T. Brogadir
Thomas R. Kolde
Robert J. Walling III
Michael K. Chen
Brett A. Parmenter
Team seemed to adapt to company specific needs very well
uses predictive analytics to help you better understand how key factors such as
reporting delays, vendors, independent adjusters, attorney involvement, injury
type and claimant characteristics impact your claims process.
Pinnacle helps insurers identify rating plan elements that can be more appropriately priced or added for additional risk segmentation.
Pinnacle can help you optimizing your use of credit-related characteristics to help you develop and maintain a competitive advantage.
uses lifetime customer value analysis to develop a long-term view of customer
value and determine how you can best use this information to make more
profitable long-term decisions.
Pinnacle’s predictive analytics team performs marketing analyses that help you more effectively target profitable new business.
Predictive analytics is a process of analyzing data at its most granular level to help unlock descriptive information to allow you to better segment, price, market and manage the products you write. Once considered just an innovative technique for the insurance industry, predictive analytics is now necessary for the success of personal and commercial insurers of all sizes.
Whether you need to determine how predictive analytics can help your organization or have been using predictive analytic techniques for years, we can develop specific predictive analytic applications or act as advisors to your predictive analytics practice. As recognized leaders in predictive analytics, pricing and underwriting, we have handled over 100 projects during the past ten years for insurers of all sizes, from four of the top 10 property and casualty insurance companies to small insurers. As a result, our nationally-recognized predictive analytics experts can help address your most critical pricing, underwriting, claims and marketing needs.
As part of Pinnacle’s ongoing commitment to knowledge transfer, we offer training so your team can learn how to apply basic and state-of-the-art predictive analytic techniques and develop basic and advanced applications. Our modeling tools are flexible and quick enough to perform applications in real time at your office, and our training walks you through the process to ensure your complete understanding.
Pinnacle provides you with substantial benefits from our predictive analytics solutions, which include:
May 2017 APEX Discussion Series
Predictive Analytics: Demystifying Current and Emerging Methodologies
Authored by Linda K. Brobeck and Thomas R. Kolde.
February 2017 APEX Discussion Series
Using Predictive Analytics to Understand Your Claims Process
Authored by Linda K. Brobeck and Michael K. Chen and Roosevelt C. Mosley Jr..
See More »
Pinnacle was approached by a regional insurer that wanted to develop a predictive model that estimated the time that a claim would be open based on what is known at the first notice of loss. The company felt like this would allow them to more effectively manage their caseload and handle claims more proactively. Pinnacle, through the use of predictive modeling, assisted the carrier in designing a model which predicted cycle time based on the FNOL. Not only did this give the company a better understanding of its claims, but also assisted them in understanding their claims data better and improving their data collection.
Underwriting & Tiering Analysis
A single state auto insurance writer hired Pinnacle to address its current rating and tiering program. We removed unnecessary underwriting restrictions and more adequately priced risk classes, which allowed the insurer to experience significant, profitable growth.
When we began, the company’s existing tiering design was only based on a few factors, including ones that significantly overlapped with the rating plan. When combined with the underwriting rules, the design was punitive and limited writable business. Through predictive modeling, we helped design a new tiering structure and applied an underwriting scoring approach to eliminate rating plan overlap and remove the overly punitive parts of the plan.
Pinnacle was approached by a major national personal lines insurer to develop a vehicle rating program to replace the use of the ISO symbol product. Pinnacle, through the use of predictive modeling, assisted the carrier in designing a new vehicle rating program which made use of the vehicle’s actual physical characteristics for both the liability and physical damage coverages. The data used for the analysis was the company’s VIN data supplemented with industry VIN data and appended for vehicle characteristics from an external third party vendor. The resultant program completely eliminated the need for use of the ISO symbol and exhibited greater predictive power than the prior ISO based system.
At Pinnacle, we partner with you to explore whatever path it takes to find the answers you need.
August 21, 2017
NCCIA Annual Conference
August 24, 2017
August Apex Discussion Series -
Actuarial Considerations for Allocating IBNR Reserves
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Pinnacle is an actuarial firm focused on property/casualty insurance, including alternative markets, captives, self insureds, enterprise risk management, predictive analytics, commercial lines and more. We serve trucking, insurance, health care, medical professional liability, reinsurance, workers compensation, public entities and other companies and concerns.
Our services include expert witness, loss reserving, litigation support, pricing, ratemaking, rate filing, statements of actuarial opinion, feasibility studies, capital modeling and other actuarial services and products.
Phone: (309) 807-2300
Fax: (309) 807-2301
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