Customers 

Testimonials

"We were very pleased with the ability to discuss how the business model was developing and the knowledge base Pinnacle provided."

— Tracy Tucker, Indemnity National Insurance Company

 

 

Overview  — Insurers

Insurers may need assistance in pricing, reserving or predictive analytics. Perhaps they need to develop an enterprise risk management program or need help in identifying best practices for their industry.

Pinnacle has helped dozens of insurers with projects from state-of-the-art rating plans to underwriting scorecards, from more refined rating territories to by-peril rating for homeowners. We have deep experience in both personal and commercial lines and have worked with small, medium and large insurers. We also do special projects in a variety of areas such as retention studies, mergers/acquisitions, deciding whether to enter or withdraw from certain lines, and filing assistance.

Pinnacle consultants perform analysis of unpaid claims liabilities in conjunction with their role as Appointed Actuary for dozens and dozens of domestic property/casualty insurers and risk retention groups in the United States. The culmination of the year-end work is a formal Statement of Actuarial Opinion (SAO), the Actuarial Opinion Summary and the formal report in support of the SAO.

We also perform analysis of the amount of risk transfer in companies reinsurance contracts necessary for documenting the risk transfer file. Lastly, we routinely perform second opinions on the indicated unpaid claim liabilities for companies that may have concerns about the reasonableness of the loss and loss expense reserve projections by their current Appointed Actuary.

We have a number of companies who are true strategic partners where we act as their actuarial department for pricing and reserving and also keep them apprised of the latest innovations in rating and underwriting.

Experience the Pinnacle Difference: Timely, dependable and professional responses. Plain language that not only communicates our findings, but that adds value in the process. Understandable reports and presentations that help you navigate the jargon-filled process of the insurance business. And a team of experts who are focused on doing whatever it takes to exceed your expectations, time and time again.  

Services  — Insurers

Administrative Hearing Support

Pinnacle has a team of litigation support consultants who have testified and helped prepare testimony for dozens of administrative hearings on issues such as loss and expense reserve adequacy, reinsurance recoverables, pricing adequacy and many other areas for insurance companies and regulators. Using our experience and expertise, we are ready to help you, regardless of the challenges you face.

Arbitration

Pinnacle has several consultants who have appeared as expert witnesses at arbitrations. We are also trained to serve as insurance and reinsurance arbitrators.

Audit Support

Interacting with auditors is an everyday occurrence for Pinnacle’s consultants. We must balance responsiveness to the auditor's needs with the need to represent the interests of the program in a professional manner. Generally accepted actuarial procedures often lead to varying opinions on the indicated unpaid claims liabilities, so the actuary provides documentation in the report supporting the analysis sufficient to satisfy the auditors that the assumptions used and conclusions reached are reasonable and supported by the data.  Pinnacle consultants deal with auditors daily and our work products routinely pass scrutiny by auditors both large and small.

Benchmarking

Benchmarking is useful in loss reserving and ratemaking assignments from at least two perspectives. First, to the extent a program’s loss development data is not of sufficient size to be fully reliable, benchmarks are needed to supplement the information to make reliable estimates of unpaid claims liabilities. Second, once an analysis is complete, benchmarking your program’s results to others (i.e., competitors, peer companies or industry aggregates) is useful for comparison purposes.

The benchmarks used to supplement your data are only as good as the nature of the underlying data. A benchmark for commercial auto liability, for instance, may not be predictive of an insurance program for tow truck operators as the former is very broad and the latter is a very narrow business class. Likewise, a benchmark loss development pattern based on countrywide data may not be predictive of future loss emergence of a book of business in California. Pinnacle strives to construct benchmarks for any given analysis as close as possible to replicating the nature of the underlying data being reviewed.
 

Catastrophe Exposure Management

A key aspect of a proper reinsurance program is the management of risk. However, when it comes to controlling your property catastrophe exposure, reinsurance may not be sufficient. Pinnacle can assist you in developing a strategy to mitigate your catastrophe exposure. This may include determining the impact of policy changes, including deductibles, or reviewing geographic areas where exposures are driving your reinsurance purchases. We can develop a strategy to mitigate your catastrophe exposure.

Catastrophe Modeling Output

We have experience working with model output from all the major catastrophe modelers for hurricane, other wind, earthquake, and fire and can make recommendations for:

  • Designing rating plans and territory boundaries
  • Determining appropriate catastrophe loads, including the net cost of reinsurance calculation for rate filings
  • Supporting rate filings in challenging environments such as Florida and California
  • Testing reinsurance/risk financing structures
  • Exposure management

Class Factor Analysis

Pinnacle helps insurers identify rating plan elements that can be more appropriately priced or added for additional risk segmentation. You can benefit from Pinnacle’s class plan analysis, which evaluates rating relativities with multivariate analysis to eliminate distributional bias in insurance pricing, regardless of the size of your company.

Pinnacle is experienced with using external data to supplement your own experience. For class plan analysis, we have used data from:

  • Marshall & Swift / Boeckh (MSB)
  • Highway Loss Data Institute (HLDI)
  • U.S. Census Bureau
  • R.L. Polk
  • Dunn and Bradstreet
  • TransUnion
  • Choice Point
  • Carfax
  • Explore

Competitive Analysis

Pinnacle has a powerful set of competitive analysis products and services that provide in-depth market analysis capabilities. These capabilities enable us to compare premiums and rating plans. Even better, our color-coded maps will give you a clear picture of your competitive position. Our tools can also help answer questions like: "If we are not competitive, is it a concentrated problem or limited to a certain class or territory?" or "In which territories are we both competitive and profitable?"

Damage Calculations

Pinnacle has experience working with large datasets and creating models to assess damages and develop scenario outcomes.

Deposition Support

Asking the right questions and understanding the answers is key to a successful deposition. Pinnacle consultants are experienced in the often rapid-fire situations presented in depositions.

Diagnostic Tests

Assessing the reasonableness of indicated loss and loss adjustment expense reserves after the analysis is completed is an essential element of the loss reserve analysis. In particular, measures such as loss ratios, changes since the prior evaluation, implied claim frequencies and severities and costs per unit of exposure are a few of the diagnostic tests employed when considering the reasonableness of indicated reserves.

Discounting

Management sometimes wishes to reflect the time value of money in funding projections, accruals for unpaid claims liabilities and other valuations. The two most important parameters for doing so are the assumed interest rate and the underlying claim payment pattern. Assessing reasonable values for these parameters is not trivial as the interest rate may need an adjustment for risk while the claim payment pattern may not be readily available.

Expert Witness

Pinnacle consultants have experience in providing expert witness testimony in federal, state and county courts and before state legislatures. We have also defended insurer and bank business practices in complex class action lawsuits.

Exposure Management

With a strong knowledge identifying exposures, we recognize that differences exist between businesses. Upon classifying the various exposures, we can establish a proper structure to minimize losses. Other ways we can help you manage exposure include:

  • Quantifying expected risk potential for all exposures by frequency, severity, and predictability
  • Recommending appropriate risk financing mechanisms for the exposures
  • Independently auditing your existing risk management program

Frequency / Severity Analysis

Ultimate losses in a loss reserve exercise may be broken down into two components – ultimate claim counts and ultimate average claim severities. Claim frequencies are affected by changes in coverage or product line mix or geographic diversity, safety culture, loss control efforts and employee education. Average claim severities typically trend upwards but may be influenced by risk management techniques such as managed care, vendor analysis, and attitudes towards early settlements. Pinnacle can help you review your claims experience to determine potential improvement areas to control rising costs.

Higher Confidence Levels

Management often desires to be conservative when setting an accrual for unpaid claims liabilities. Routinely we employ a variety of methods to derive indicated accruals for unpaid claims liabilities at a variety of higher confidence levels to help you assess the potential variability in future loss outcomes. Using evaluation methods to reflect process risk, parameter risk and/or model risk, we can help you find out what you need to know about indicated reserves at specified higher levels of statistical confidence.

Identify, Explain and Assess Issues

Since Pinnacle’s consultants have career backgrounds ranging from large to small insurers, regulatory authorities and statistical organizations, Pinnacle delivers a complete perspective to each assignment. Pinnacle’s commitment to the actuarial profession is demonstrated by committee work and leadership positions for actuarial organizations, which keeps us on the cutting edge of professional developments.

Industry Studies / Market Assessments

Pinnacle has produced many industry studies to demonstrate differences in regulatory, social and economic conditions within and between states, as well as the impacts of potential legislative and regulatory changes. Many of these studies look at costing of legislation and both historical and expected impacts on insurance coverage availability and affordability. Our studies include evaluations of:

  • The impact of tort reforms on liability insurance coverages including automobile, general, products, medical and non-medical professional liability
  • The impact of Florida hurricane and wind pools
  • No-fault thresholds, repeals and other coverage features
  • Uninsured and underinsured motorists stacking provisions
  • The role and design features of patient compensation and birth injury funds on medical professional liability insurance
  • The impact of both competitive and monopolistic state compensation funds for workers compensation
  • The likely impact of the implementation, modification or repeal of caps on non-economic damages on medical professional liability insurance
  • The medical professional liability insurance market and its impact on the access to healthcare
  • How contractors liability and home warranty tort reforms impact contractors and construction markets
     

Loss Portfolio Transfer

Pinnacle represents the interests of both buyers and sellers of blocks of business. At other times, our independent analysis is used as a reference point between competing valuations of the unpaid claims obligations. Regardless of the viewpoint, our analysis will reflect an independent evaluation of a program’s indicated unpaid claims liabilities often reflecting provisions for the time value of money (i.e., discounting) and uncertainty (risk margins).

Loss Reserve Analyses

Setting a reasonable accrual for unpaid loss and loss adjustment expense obligations is one of the most critical functions of management in preparation of a program’s financials. Performing such analyses is our bread and butter, but emphasis is always placed on using the program’s actual data to the maximum extent possible (rather than relying on external benchmarks) in order to reflect your program’s unique loss characteristics.

When necessary, we will rely on our library of industry, state and insurer/TPA specific benchmarks. These benchmarks allow us to derive reasonable estimates of the accrual for unpaid claims liabilities to the extent your program’s data is not of sufficient volume or reliability to be fully credible for analysis.

You expect your consulting actuary to interact daily with captive managers, auditors, fronting carriers, reinsurers and other service providers, presenting the analysis of the program’s liabilities for unpaid claims – generally the largest item on the Liability side of the balance sheet. Pinnacle leverages its good working relationships with dozens and dozens of service providers, regulators and managers in jurisdictions around the globe to your advantage.

Loss reserve projections generally take one of four forms:

  • Point estimate of mean expected loss and loss expense reserves (i.e., “actuarial central estimate" or best estimate)
  • Reasonable range of indicated loss and loss expense reserves
  • Reserves at a specified higher level of statistical confidence
  • Stochastic forecast of the range of all possible outcomes (i.e., a distribution of potential loss and loss expense reserve estimates)

Loss Reserve Analyses - Ceded Losses / Schedule F

Developing net loss reserves often requires an estimate of ceded loss reserves and distinct knowledge and skills. Pinnacle has the special skills and knowledge to understand the unique nature of various reinsurance treaty types and their potential impact on loss reserve estimates.

Loss Reserve Analyses - Latent Mass Tort Reserving

Lack of data and significant uncertainty are characteristics of latent mass tort reserving. Pinnacle has significant experience in this arena – including both ground-up analyses and benchmark approaches. Pinnacle’s expertise can help you understand the issues surrounding latent mass torts and project loss reserves for these difficult and uncertain exposures.

Loss Reserve Analyses - Reinsurance Reserves

Reinsurance loss reserving requires special skills and knowledge. The reinsurance reserving actuary must understand the unique nature of various reinsurance treaty types and their potential impact on reserve estimates. Pinnacle’s consultants understand reinsurance contract language and have the skill set required to properly evaluate reinsurance loss reserves.

Analysis of a program’s ceded reinsurance reserves can take several forms. A typical loss reserve analysis may first estimate indicated loss and loss adjustment expense reserves on a direct and assumed basis, then separately reviews indicated ceded reserves to determine indicated net reserves by subtraction. Other times, the analysis begins with net data and adds the indicated ceded reserves to develop estimates of amounts on a direct and assumed basis. The reinsurance program may combine elements of quota share, surplus share, excess of loss, aggregate excess, clash and catastrophe coverages.

Loss Reserve Analysis Design

Pinnacle’s approach to each loss reserve analysis is customized to the unique characteristics of each program. Differences in lines of coverage, number of exposure periods, gross versus net, annual or quarterly loss evaluations, and detail by state are different for virtually every assignment. We have found a predetermined loss reserving template doesn’t work efficiently for the unique characteristics of individual programs. Our templates are custom designed to accommodate your needs.

Marketing

A predictive analytics marketing analysis can help you more effectively use your limited resources to target potential new business. Based on marketing response and hit ratio analysis, insurers can determine:

  • Which potential marketing targets are most likely to respond?
  • Of those who respond, which are most likely to purchase a policy?
  • How do I optimize my marketing plan to maximize profitable business?
  • What are the characteristics of a customer that shops? Who is most likely to switch?
  • How likely is it that a certain type of customer will respond to cross selling?

Policy Forms

Pinnacle is experienced at comparing and contrasting coverage forms for many commercial and personal lines of insurance. For many specialty products, unique coverage features are essential to avoiding coverage pitfalls, meeting agency and insured expectations and setting your products apart from companies using industry boilerplate forms.

Pricing

Pricing insurance products today has become much more sophisticated. Insurers are using many new factors to segment insurance risk in innovative ways. We can apply predictive analytics to better segment and price your risks and maintain or gain competitive advantage.

Our pricing services include:

  • Identifying and processing insurer data for pricing analyses
  • Identifying and introducing external data to supplement pricing plans
  • Supporting new pricing plan implementation in many ways - such as internal system specifications and regulatory approvals

Pricing Commutations

Commutation pricing often requires an actuarial review of the net present value of the outstanding losses to the treaty. Pinnacle provides extensive experience in reinsurance reserving and treaty analysis needed for commutations pricing. Pinnacle can estimate the value of the commutation and help negotiate the commutation pricing.

Product Management / Monitoring

We can handle product management in several ways, including:

  • Profitability Estimates: to determine expected profitability after identifying and comparing a risk’s loss potential with proposed premium
  • Customer Response Modeling: finds which customers buy or renew policies
  • Price Optimization: shows the influence of price, competition and customer demand of an insurer’s profitability and growth
  • Marketing Solutions: evaluates how successfully marketing initiatives are identifying and attracting targeted and profitable risks
  • Agency Management: considers agency performance relative to the book of business

Rate Indications

A rate indication determines the rate change necessary for insurers to meet their target profit levels. The rate indication requires future loss estimates and expenses and must meet actuarial principles and state requirements. Using insurance company and industry benchmarks, Pinnacle can provide rate indications and actuarial memorandums to support your rate filings.

Reinsurance Optimization

Pinnacle’s consultants can help you realize your strategic objectives by helping you optimize your reinsurance program. We can provide an independent review of your reinsurance strategies to help you determine if you are meeting your reinsurance objectives -- whether those objectives are surplus relief or cost effectively managing underwriting variability.

Reinsurance Pricing

Pinnacle’s experience and exposure-based pricing models evaluate all property and casualty lines. Our pricing models provide independent cost evaluations of both ceded and assumed reinsurance programs. We also provide additional pricing support during renewal season.

Reinsurance Underwriting Submissions

The reinsurance underwriting submission is one of the primary means of communicating to reinsurers the unique qualities of your company. Pinnacle’s consultants are more than actuaries. Our experience as reinsurance underwriters and product managers will provide valuable insight on best representing your firm to potential reinsurance partners.

Roll Forward Projections

The timely reporting requirements of financial results sometimes leads to a mismatch between the evaluation date of the data and the date shown on the financial statement. Projections of claim activity in the next few months are often requested to accommodate such time constraints. The roll forward projection of future expected loss and loss expense reserves is calculated based on interpolated loss and loss expense payment and reporting patterns. The assumption inherent in this approach is that actual claim activity in the roll forward period will not be materially different than projected.

Symbol Analysis

Using external data, Pinnacle creates vehicle classification factors that replace or supplement existing model year and symbol factors. Pinnacle can help insurers develop their own vehicle classification factors so introducing new models is quick and easy.

System and Program Conversions

With Pinnacle’s help, changing systems and programs do not have to cause large disruptions. We can smooth such transitions by:

  • Identifying class dislocations
  • Developing loss cost multipliers by state, program, and potentially class to help maintain current rate adequacy
  • Identifying program segments that may be disparately impacted from the conversion
  • Creating transition controls -- such as transition rules and company-specific class codes -- necessary for a smooth conversion

Territory Analysis

Territories should be regularly updated or reconsidered to ensure risks are competitively priced. Thanks to the emergence of multivariate analysis and clustering and smoothing techniques, we can help you discover state-of-the-art rating territories that will challenge your competitors.

We can help you develop the most appropriate theoretical territorial set, adjust these sets for real-life constraints and review the impact upon your existing portfolio. Pinnacle can also make further adjustments based upon desired maximum rate swing constraints and provide rate filing support.

Pinnacle has developed clustering techniques for territorial analysis, which begin with data at a very refined -- typically ZIP code -- level. Then we smooth and cluster the data in an iterative process to form homogeneous rating territories. We have applied these techniques for many clients, in several states to produce rating territories that comply with any state rating restrictions. This approach can also help you design more objective and predictive territory definitions.

If your data is too sparse to have full credibility, Pinnacle can help obtain additional data to supplement your data with additional experience.

Our Geographic Information Systems analysts create territory boundary maps electronically for use in either PCArcView or MapInfo mapping software. These files allow us to identify areas where mismatch of territory definitions create either competitive advantage or competitive disadvantage.

We have also built a library of rating territory maps for auto and home. These maps have been the backbone of our competitive analysis services and are now available through our mapping services department. The maps are available on paper or in electronic format (Mapinfo, Arc/view). We will export into other formats on request. The files can also be overlaid to show comparisons between companies. If we don't have the company, line or state that you are looking for, custom mapping is available.

Witness Preparation

Pinnacle provides “been-there-done-that” perspective that is helpful in preparing witnesses for the unfamiliar and frequently stressful litigation landscape.

Expertise  — Insurers

When you partner with Pinnacle, you work with a team of experienced consultants who know the unique requirements of your specific industry. That expertise not only provides insight to a reasonable range of likely outcomes, but also provides you with valuable intelligence that comes from benchmarking with similar market segments. Our industry knowledge with insurers includes:

All property-casualty coverages, including:

  • Commercial Auto
  • Commercial Multiple Peril
  • Commercial Property
  • General and Products Liability
  • Homeowners
  • Medical Professional Liability
  • Non-Medical Professional Liability (e.g., Lawyers, Accountants, Architects)
  • Personal Auto
  • Specialty coverages
  • Pollution
  • TRIA
  • Workers Compensation

A geographic footprint covering all of the United States, Canada, the Caribbean and beyond.

All of Pinnacle’s areas of focus, including:

  • Enterprise Risk Management
  • Legislative Costing
  • Litigation Support
  • Loss Reserving
  • Predictive Analytics
  • Pricing and Product Management
  • Reinsurance 

The expertise brought to bear on any particular assignment not only provides insight to a reasonable range of likely outcomes, but also provides you with valuable intelligence that may come from benchmarking with similar market segments.

 

Products  — Insurers

DynaMo™

Dynamic Financial Analysis (DFA) is the study of risks associated with operating a company — such as insurance, banking and manufacturing. Such risks can include:

  • Interest rate fluctuations
  • Inflation rates
  • Frequency and severity of loss
  • Catastrophic events
  • Expense issues
  • Price elasticity

If you want to build an Enterprise Risk Management (ERM) or a DFA model, but aren’t sure where to begin, Pinnacle offers its educational DFA model called DynaMo™ at no cost. Intended to be a starting point to learn more about dynamic risk modeling, DynaMo will help you decide if and how to build your own internal economic capital model. It also serves as the beginning of a rigorous modeling framework that fosters decision-making for strategic objectives.

DynaMo can help you address the following questions:

  • What are the risks associated with your growth goals?
  • Do different states, markets, products and competitive situations change your risk make-up?
  • What is the optimal reinsurance structure for your company or group considering all lines of business?
  • What are the risk/reward trade-offs associated with different reinsurance programs?
  • What is the most efficient use of capital?
  • How should capital be allocated between companies or lines of business of a group to measure performance?
  • When should dividends be declared?
  • How can you better communicate the risks associated with your business to external agencies?

Download DynaMo

Fast Track Plus™

Fast Track Plus is a compilation of quarterly insurance industry data by state for private passenger auto and homeowners carriers. It provides consolidated premiums, losses, claims counts and exposures by line of coverage (auto) and policy form (homeowners) suitable for use in trending analysis. Fast Track is widely accepted as the most timely, credible, and authoritative source of trend information for personal lines insurance programs. This is because Fast Track data represents the consolidated experience of participating insurers representing a significant sample of industry experience.

This detailed data is jointly released to the state insurance commissioners under the Fast Track monitoring system each quarter by Property Casualty Insurers Association of America (PCIAA), Insurance Services Office, Inc. (ISO) and the National Independent Statistical Service (NISS).
 

Industry Benchmark Data

Finding quality publicly available industry benchmark data is one of the biggest challenges insurance professionals face. This data can be difficult and expensive to acquire and the analysis necessary to turn the data into meaningful benchmarks requires specific actuarial expertise.

Pinnacle’s client base, especially the scores of captives and thousands of self-insureds we serve, requires that we make a significant investment in all manners of industry benchmark data.

To better serve clients, we have created extensive benchmark datasets with user-friendly interfaces that make our expert data analysis -- and flexible and customizable groupings -- available at the click of a button.

These benchmarks are much more than just data. They include Pinnacle’s expert analysis of the data and user-friendly interfaces to access in flexible and customized groupings.

Our unique benchmarks include:

  • Loss development factors
  • Paid and incurred loss, closed and reported counts and held IBNR in many situations
  • Losses gross and net of reinsurance for insurance companies
  • Custom aggregations of unique industry segments (e.g. trucking companies, lawyers professional liability insurers, non-standard auto insurers)
  • Many custom aggregations with geographic details.
  • Expected and historical loss ratios, often with state and/or insurance company or group detail available
  • Loss distributions by limit for most commercial coverages
  • Benefits on-level factors for workers compensation
  • Trend analyses, including Fast Track Plus
  • Market share and market concentration analyses
  • Underwriting expense analyses, often with state, insurance company or group and custom aggregation available
  • Leading insurer rate levels, class plans and aggregations for many lines and states

 

MSB PerilVision™

Overview
If your company writes homeowners insurance, you already know how competitive the market can be. That’s why you need to know more about the risks you are insuring so that you have every tool possible to protect and gain market share.

Thanks to a strategic partnership between Pinnacle Actuarial Resources, Inc. - the insurance predictive analytics authority - and MSB, the go-to source for property intelligence; you can transform your book of business by leveraging risk-based building characteristics in your pricing and underwriting.

What is MSB's PerilVision™?
Using MSB’s property intelligence and Pinnacle’s predictive analytics expertise, PerilVision™ delivers peril-specific scores and a composite score to predict loss potential on each household. The scores correlate objective and observable property characteristics to loss potential based on your company’s historical claims data and a compiled industry database. This approach provides a solution specific and appropriate for each company, while at the same time allowing even small companies to have the data and support usually limited to large insurers.

As another means of predicting a home’s exposure to loss, PerilVision scores go beyond just using Amount of Insurance. The additional knowledge obtained from PerilVision creates a proven competitive advantage, enabling insurers to price more precisely through enhanced risk segmentation and make more informed underwriting decisions.

Territory Maps

Sometimes numbers on paper is not enough. Territory maps can be used as a visual aid to help you analyze your data more efficiently and accurately. Pinnacle’s custom territory mapping can support and display all data types by illustrating any spatial relationships or patterns that may occur. Many of our studies for regulators and legislative panels rely on maps to clearly communicate the results of our analysis.

Our territory maps augment our competitive analysis services by showing premium comparisons, rankings and territory boundaries between different companies.

By applying our smoothing and clustering techniques using surrounding geographical areas instead of statewide information, we can develop and enhance your geographic rating definitions with our Summit product.

Territory maps can be used to convey general information about spatial patterns. For example, comparisons of industry differences by state for legislative costing studies come to life using our mapping tools.

Applying geographic boundaries to territory maps can help you describe specific information about particular locations.

Through custom territory mapping, we can support or display all data types to help you analyze and communicate data more efficiently and accurately.

Summit ®

Do you think your territorial rating process is accurately reflecting geographic exposure? If you are like most insurers, you are missing competitive opportunities to better price risks at the territorial level.

Summit® can change all that. Instead of using county, city or street boundaries as territories, you can easily and efficiently build finer-detail geographic boundaries based on actual underlying experience. Summit supports new rating territories by smoothing and clustering your experience with various catastrophe models — whether hurricane, severe thunderstorm or earthquake. Specifically designed for ZIP code-defined data, Summit can also handle more refined data levels, such as census blocks or tracts.

Summit's smoothing feature provides you the flexibility to select the smoothing equation, credibility exposure and/or distance standard to specify how far to “reach out” to surrounding ZIP codes. You’ll also see how adding more information contributes to finer, more accurate smoothing of local data.

With Summit, you can develop and evaluate numerous sets of indicated territory boundaries by grouping or clustering areas of similar experience on a Visual Basic platform. You can also perform the clustering process using contiguous or non-contiguous areas based on dollar or percentage differences. The output then provides graphically-displayed diagnostics to determine the statistically-optimal number of territories. Summit also creates a variety of territorial scenarios in one run.

Towers Watson Pretium ®

Pinnacle Actuarial Resources, Inc. has provided support to the Towers Watson Pretium ® user in the United States and Canada since September, 2008. As of September 30, 2011, support will be provided directly through Towers Watson: http://www.towerswatson.com. We thank you for the opportunity to have provided this service to you and your organization.

Pinnacle’s consultants continue to provide predictive analytics consulting services and software solutions to the property and casualty insurance industry. Our expertise in analytics, background in product development and management, and our commitment to knowledge transfer will continue to make us the Firm of Choice for predictive analytics.

Click to visit the Predictive Analytics section of our website.

We look forward to remaining a strategic part of your business team and your organization’s success.

For more information on Predictive Analytics contact us at 309-807-2300 or e-mail us at:
info@pinnacleactuaries.com.
 

People  — Insurers

Photo LeRoy Boison FCAS, MAAA Principal and Consulting Actuary



Biography
Office Phone: 516-746-7149
lboison@pinnacleactuaries.com
Photo Erich A. Brandt FCAS, MAAA Consulting Actuary



Biography
Office Phone: 309-807-2311
ebrandt@pinnacleactuaries.com
Photo Derek W. Freihaut FCAS, MAAA Senior Consulting Actuary



Biography
Office Phone: 309-807-2313
dfreihaut@pinnacleactuaries.com
Photo Mary Jo Godbold ACAS, MAAA Consulting Actuary



Biography
Office Phone: 770-587-0351
mgodbold@pinnacleactuaries.com
Photo N. Terry Godbold ACAS, MAAA, FCA Principal and Consulting Actuary



Biography
Office Phone: 770-587-0351
tgodbold@pinnacleactuaries.com
Photo Joseph A. Herbers ACAS, MAAA Managing Principal



Biography
Office Phone: 309-807-2310
jherbers@pinnacleactuaries.com
Photo Nicholas G. Kucera SAS® Certified Predictive Modeler Consultant



Biography
Office Phone: 630-457-1293
NKucera@pinnacleactuaries.com
Photo Steven G. Lehmann FCAS, FSA, FCIA, MAAA Consulting Actuary



Biography
Office Phone: 309-807-2302
slehmann@pinnacleactuaries.com
Photo Laura A. Maxwell FCAS, MAAA Consulting Actuary



Biography
Office Phone: 415-692-0938
lmaxwell@pinnacleactuaries.com
Photo Roosevelt C. Mosley, Jr. FCAS, MAAA Principal and Consulting Actuary



Biography
Office Phone: 309-807-2330
rmosley@pinnacleactuaries.com
Photo Pete S. Rauner FCAS, MAAA Senior Consulting Actuary



Biography
Office Phone: 630-457-1296
prauner@pinnacleactuaries.com
Photo Paul A. Vendetti FCAS, MAAA Senior Consulting Actuary



Biography
Office Phone: 309-807-2312
pvendetti@pinnacleactuaries.com
Photo John E. Wade ACAS, MAAA Senior Consulting Actuary



Biography
Office Phone: 317-889-5760
jwade@pinnacleactuaries.com
Photo Robert J. Walling, III FCAS, MAAA Principal and Consulting Actuary



Biography
Office Phone: 309-807-2320
rwalling@pinnacleactuaries.com
Photo Gary C. Wang FCAS, MAAA Consulting Actuary



Biography
Office Phone: 309-807-2331
gwang@pinnacleactuaries.com

Case Studies  — Insurers

Asbestos Liabilities

In 2009, Pinnacle provided expert testimony about the evolution of insurance industry asbestos liabilities in an arbitration hearing among several insurance companies and a pool manager. This assignment drew on our knowledge of the history of insurance industry asbestos liabilities, e.g., the evolution of the legal aspects surrounding coverage determinations, the interplay of primary, excess and reinsurance contracts, the history of failed attempts to control the problem and the impact of bankruptcies among other factors. The assignment also drew on our mass tort / latent liability reserving expertise.

Baltimore Territory Issues

In 2006, Pinnacle was retained by a group of several automobile insurance companies representing a significant share of the Maryland automobile insurance market to conduct an independent actuarial analysis of the Abell Foundation report, Actuarial Discrimination: City Residents Pay Up To 198% More For Car Insurance Than County Residents (Abell report). This report discusses many factors which contribute to higher automobile insurance rates in urban areas than rural areas with particular emphasis on Baltimore and attempts to quantify the magnitude of this as noted by the title of his report.

Claims

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.

Commercial Lines

Pinnacle was approached by a national insurer that wanted to develop a more sophisticated commercial automobile rating program. Their current commercial automobile plan was a traditional rating approach and did not take full advantage of driver, credit scoring or vehicle characteristics and the company felt they could take advantage of a significant opportunity in the market. Pinnacle, through the use of predictive modeling, assisted the carrier in designing a new rating and tiering structure, which included modifications of the rating plan, the introduction of underwriting scoring, and new territory definitions. This new structure allowed the company to have more precise rating, more adequate and yet competitive rates for a broader spectrum of risks.

Competitive Analysis - Commercial Lines

Pinnacle was approached by a major national commercial lines insurer to provide comprehensive competitive analysis of the businessowners policy (BOP) and commercial automobile insurance market places. Pinnacle’s analysis began with a comprehensive review of the products filed by the leading twenty insurers of these products examining coverage features, rating elements, tiering and scoring elements, unique coverage features and several other key product development elements. Following this initial step, Pinnacle performed detailed territory and premium comparisons for several states using a dynamic premium comparison engine that allowed investigation at the class, coverage amount and territory level of detail. The company used a batch rating feature to develop indicated rate level estimates. Mapping features looking at ranking and pricing differences were also produced. All of this information was incorporated into a countrywide overhaul of the company’s products and pricing.

Competitive Analysis - Personal Lines

A strong commercial lines company wanted to expand their personal lines writings in the Midwest. They wanted to have a competitive analysis system to track their competitors’ rates and review along with their latest rate change indications. Pinnacle developed a competitive analysis engine showing their competitive position including color-coded maps for a market basket of representative risks.

Farmowners Product Development

Pinnacle was approached by a leading farmowners insurer to review their current farmowners program. Pinnacle conducted a comprehensive review of competitor's manuals to determine if any additional rate factors needed to be included our client’s current program. Based upon our review, Pinnacle made a number of suggestions including incorporating new rate factors and changing their rating algorithm to a scorecard approach that has been successful in many other lines of business. Pinnacle used its expertise in farmowners product development and cutting edge pricing techniques to improve our clients farmowners product.

Management Consulting

Pinnacle was approached by a major regional, predominantly commercial lines insurer to perform a holistic review of the insurer’s overall operations with an emphasis on determining the company’s personal lines strategy. The review included an historic analysis of industry profitability by line of insurance including various risk diversification scenarios. In addition, we performed a review of the company’s organizational structure with particular focus on the company’s marketing and distribution systems. Pinnacle’s recommendations provided a roadmap which would allow the company to grow more profitably, improve retentions, operate more efficiently and assure that the right personnel were in the right places within the organization.

Personal Lines

Pinnacle was approached by a national insurer that wanted to develop a more sophisticated homeowners rating program. Their current homeowners plan was a traditional rating approach and was only based on a few factors, and the company felt they were not taking full advantage of the potential in the homeowners market. Pinnacle, through the use of predictive modeling, assisted the carrier in designing a new rating and tiering structure, which included the introduction of by-peril rating and new territory definitions. This new structure allowed the company to be more precise in rating homeowners, resulting in more adequate and competitive rates for a broader spectrum of risks.

Product Development

Pinnacle was retained to develop a long haul trucking pricing model for risks with more than 100 powered units. Using publicly available information, a model that incorporated elements of both exposure and experience rating was developed that incorporated differences in geographic location, cargo and trailer type, radius of operations, driver characteristics, prior claims experience, prior insurer, self insured retention, driver characteristics and several other elements. The program was implemented and has become an essential part of a very successful program.

Product Management

One of our long-standing regional carriers had entered into a new market and asked for Pinnacle’s assistance in bringing their product and processes up-to-date. With Pinnacle’s product, pricing and product management expertise, we were able to provide a wide range of services to our client. Not only did we develop a new rating plan, we also drafted a completely new rate manual and rate pages. Pinnacle also reviewed their Underwriting guidelines and worked with the client to draft new guidelines consistent with the new rating plan and client risk appetite. Pinnacle followed the review through to reviewing system specifications, forms and competitive position and preparing the rate filings. In addition, Pinnacle was able to provide suggestions on customer notifications, agent notifications and ways to track the progress of the new program.

Rate Indications / Filings

A regional carrier came to Pinnacle wanting to implement an insurance score program along with rate indications for home, auto and farm. Pinnacle developed rate indications for each line, and developed an underwriting scorecard rating approach using insurance score as a critical component. The combination of implementing appropriate rates and the new rating plan enabled this company to turn their business around, become profitable and rebuild their surplus position.

Reinsurance Loss Reserving

Pinnacle provides a reinsurance reserving analysis to an offshore reinsurer, which includes the year-end Statement of Actuarial Opinion (SAO) to fulfill the offshore regulatory authority’s requirements. We began with quarterly reviews to gather and review all information on newly written reinsurance contracts, including a review of the new contracts to determine unique coverage terms and underlying exposures. Pinnacle also discusses with the company any important events in the prior quarter that may have affected reserves, such as major catastrophes, new major claims, whether individual contracts have paid their limit, and/or any new treaty commutations. Pinnacle’s review provides the company with the quarterly reserve requirements and the necessary SAO for the year end financial reporting.

Reinsurance Price Optimization

Pinnacle was approached by an insurance company to provide an independent review of their reinsurance program. The first step was to review historic ceded premiums and losses by treaty layer to determine the overall reinsurer profitability. Pinnacle then independently priced the existing reinsurance program to benchmark the current market pricing. Finally, Pinnacle provided a cost benefit analysis to help the client determine the optimal retention levels for its insurance program. With this information in hand and our support, our client was able to negotiate better terms for their reinsurance program.

Territory / Summit Analysis

The insurer had not reviewed or adjusted their territorial boundaries in several years; and their current territories were not based upon an analysis of their underlying loss experience.
 
Pinnacle began with an evaluation of available insurer and external industry data at the ZIP code level as well as their current and future policy processing capabilities. After all of the experience data was adjusted to a common base level, we used our Summit® software product to smooth the data to develop an initial adjusted pure premium by ZIP code to reflect both experience in a ZIP code and in neighboring ZIP codes. The number of additional neighboring ZIP codes used was dependent upon attaining a sufficient exposure level.

The smoothed data was then clustered using Summit® on both a contiguous and non-contiguous basis. The insurer needed to decide whether to maintain relatively contiguous definitions or use more granular and theoretically accurate non-contiguous definitions. Using statistical measures, we identified and graphed optimal definition sets. Non-contiguous definitions were selected by the client. To minimize the number of territories with a limited geographic area or only a few ZIP codes, some manual combination of “outlying” ZIP codes with territories (clusters) with similar adjusted pure premiums was performed.

Finally, we assisted the insurer in developing the necessary filing support material to gain approval. The new program is generating new business in areas of historical profitability but previously less than average competiveness.
 

U S Domestic Statement of Actuarial Opinion

Domestic U.S. property/casualty insurers and risk retention groups are required to file an Annual Statement with state regulators each year by March 1. Part of that filing includes the submission of a formal Statement of Actuarial Opinion (SAO) by a qualified Appointed Actuary as to the reasonableness of held loss and loss adjustment expense reserves. The SAO must be one of five types:

  • Reasonable
  • Inadequate/Deficient
  • Excessive/Redundant
  • Qualified
  • No Opinion

In addition to the SAO, most jurisdictions require an Actuarial Opinion Summary (AOS) providing more detail on the Appointed Actuary’s specific findings by March 15. Lastly, a formal report narrative in support of the SAO and AOS is required to be available by May 1.

As the SAO is a compliance document, the primary audience is state regulators but the individual company must arrange for the service to be provided.

A recent SAO for one of our clients touched on many of the required disclosures:

  1. The adequacy of held reserves on a net basis were below the low end of our range of reasonable reserves until we took into account anticipated salvage and subrogation recoveries.
  2. The unearned premium reserves for long duration contracts were substantial and we conducted a review to determine they were adequate
  3. The Company held material loss and loss adjustment expense reserves for pools and associations. In order avoid having to issue a Qualified Opinion, we separately computed indicated reserves for two of the pools/associations, and obtained an SAO from the Appointed Actuary for the National Workers Compensation Reinsurance Pool.
  4. Reinsurance recoveries were in doubt for certain carriers as balance were sometimes overdue by more than 90 days. After reviewing the reinsurers’ A. M. Best ratings, we made the required disclosures about reinsurance collectability. 

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.
 

Vehicle Rating

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.

Publications  — Insurers

The Impact of PPACA on Liability Insurance
  Monographs - January 2012
  Authored by 
December 2011 Apex Discussion Series
  Presentations - Loss Development in the Property & Casualty Insurance Industry
  Authored by 
October 2011 Apex Discussion Series
  Presentations - Reports and Presentations to Board of Directors
  Authored by 
August 2011 Apex Discussion Series
  Presentations - Impact of PPACA on Liability Insurance
  Authored by 
Florida SB 408
  News Flash - June 2011
  Authored by 
May 2011 Apex Discussion Series
  Presentations - Credit-Based Tools in Commercial Lines
  Authored by 
Using Predictive Analytics to Detect Fraudulent Claims
  Presentations - CAS Spring Meeting – May 2011
  Authored by 
April 2011 Apex Discussion Series
  Presentations - Actuaries and Auditors
  Authored by 
Commercial Lines Predictive Analytics: Before and After
  Presentations - CAS RPM Seminar - March 2011
  Authored by 
March 2011 Apex Discussion Series
  Presentations - Vehicle Rating Using Predictive Modeling Techniques
  Authored by 
Predictive Modeling for the Rest of Us
  Presentations - NAMIC Commerical Lines - March 2011
  Authored by 
February Apex Discussion Series
  Presentations - ERM: Fundamentals and Implementation
Analysis of Internet Auto Insurance Purchasing Behavior
  Presentations - January Apex Discussion Series
  Authored by 
Usage Based Insurance
  Presentations - December's Apex Discussion Series
  Authored by 
Improving Commercial Casualty Claims Handling with Predictive Analytics
  Monographs - October 2010
  Authored by 
Pinnacle Healthcare Industry Brochure
Pinnacle Predictive Modeling Brochure
Pinnacle Trucking and Transportation Services Brochure
Looking into the Future - An Actuarial Perspective 2010
  Presentations - September Apex Discussion Series
  Authored by 
An Analytical Approach to Determining Customer Value in the Property & Casualty Insurance Industry
  Authored by 
Credit Based Tools in Commercial Lines
  Presentations - Apex Discussion Series - March 2010
  Authored by 
Model Year and Vehicle Rating
  Presentations - CAS RPM Seminar 2010
  Authored by 
Free Markets are the Best Way to Lower Workers Compensation Costs
  Research Briefs - January 2010
  Authored by 
New Law Significantly Changes North Carolina's Property Insurance Market
  News Releases - September 2009
Common Pitfalls and Practical Considerations in Risk Transfer Analysis
  Articles - CAS - Spring 2009
  Authored by 
Getting the Most from Your Actuary
  Articles - Captive Review Magazine - Cayman 2009
  Authored by 
Florida Homeowners Insurance: How Big is the Availability Problem and Is There a Fair Solution
  Articles - Risk Management and Insurance Review - 2009 Volume 12, No. 2
Underwriting Power Tools for Small Business Insurance
  Monographs - September 2008
  Authored by 
Actuarial Details of Risk Transfer Come to the Forefront
  Monographs - June 2008
  Authored by 
Upgrading the Claims Process through Predictive Modeling
  Monographs - January 2008
  Authored by 
Customizing the Public Access Model Using Publicly Available Data
  Authored by 
Materiality and Statement of Actuarial Opinion
  Authored by 
Farmowners Pricing Should Change with Farms
  Monographs - July 2007
  Authored by 
Living Without Credit Scoring
  Articles - Contingencies - July / August 2007
  Authored by 
Smoothing and Clustering: Advanced Techniques to Redefine Rating Territories
  Articles - in Magazine - First Quarter 2007
Having to Say You're Sorry: A More Efficient Medical Malpractice Insurance Model
  Articles - Contingencies - November / December 2006
  Authored by 
Smoothing and Clustering: Advanced Techniques to Redefine Rating Territories
  Monographs - November 2006
Statement of Actuarial Opinion Changes Boost Industry Health
  Monographs - January 2006
  Authored by 
Will Post-Katrina Gas Shortages Impact Auto Claim Frequencies?
  Monographs - December 2005
  Authored by 
Pinnacle Predicts Climbing Wisconsin Med Mal Costs
  News Releases - August 2005
  Authored by 
Detecting a Pattern
  News Releases - Best's Review - May 2005
  Authored by 
The Use of Predictive Modeling in the Insurance Industry
  Monographs - January 2005
  Authored by 
Effects of Winter Weather on Personal Automobile Insurance - A Regional Perspective
  Monographs - January 2004
  Authored by 
New Jersey Automobile No-Fault Study: Analysis of the Cost Effects of AB 3531 and SB 2533
  Articles - NAIC 2004
  Authored by 
Are You Ready to Unlock the Power Hidden in Your BOP Application?
  Monographs - July 2003
  Authored by 
Cost Allocation Mechanisms - Who Should Pay How Much?
  Monographs - May 2003
  Authored by 
Pinnacle Audit Support Brochure
Pinnacle Captive and Alternative Markets Brochure
Pinnacle Claims Predictive Modeling Brochure
Pinnacle Corporate Brochure
Pinnacle Peril Vision Brochure
Pinnacle Reinsurance Brochure
Pinnacle Summit Flyer
Summit Brochure
Effects of the Winter of 2001-02 on Pure Premiums
  Monographs - November 2002
  Authored by 
Symbols / Vehicle Rating Inconsistent Among Major Insurers
  Monographs - July 2002
  Authored by 

Links  — Insurers

Actuarial - Actuarial Board for Counseling and Discipline (ABCD)
Actuarial - Actuarial Information & Resources
Actuarial - Actuarial Standards Board (ASB)
Actuarial - American Academy of Actuaries
Actuarial - Be An Actuary
Actuarial - Canadian Institute of Actuaries (CIA)
Actuarial - Casualty Actuarial Society (CAS)
Actuarial - Illinois State University – Actuarial Science Department (ISU)
Actuarial - Institute of Actuaries (UK)
Actuarial - International Actuarial Association (IAA)
Actuarial - International Association of Black Actuaries (IABA)
Actuarial - International Network of Actuarial Risk Managers (INARM)
Actuarial - Society of Actuaries (SOA)
Actuarial - The Actuarial Foundation
Association/Captive - Society of Insurance Research (SIR)
Association/Ins - American Assoc. of Insurance Services (AAIS)
Association/Ins - American Assoc. of State Compensation Ins Funds (AASCIF)
Association/Ins - American Land Title Association (ALTA)
Association/Ins - Assoc. of Insurance & Reinsurance Run-Off Co (AIRROC)
Association/Ins - FL Commission on Hurricane Loss Projection Methodology
Association/Ins - Fl Hurricane Catastrophe Fund (FHCF)
Association/Ins - National Assoc. of Bar Related Insurance Co. (NABRICO)
Association/Ins - National Assoc. of Mutual Insurance Companies (NAMIC)
Association/Ins - National Assoc. of Professional Surplus Lines Offices
Association/Ins - National Council on Compensation Insurance Inc (NCCI)
Association/Ins - Property Casualty Insurance Assoc. of America (PCIAA)
Association/Ins - Reinsurance Association of America (RAA)
Association/Ins - The Surety & Fidelity Association of America (SFAA)
Association/Other - American Institute for CPCU (Ins Institute of America)
Association/Other - Chartered Property Casualty Underwriter Society
Association/Other - Institute for Business and Home Safety
Association/Other - Insurance Accounting and Systems Association (IASA)
Association/Other - Insurance Information Institute (III)
Association/Other - Insurance Institute for Highway Safety (IIHS)
Data/Software - AIR Worldwide (AIR)
Data/Software - Bureau of Labor Statistics (BLS)
Data/Software - Bureau of Transportation Statistics (BTS)
Data/Software - Centers for Disease Control and Prevention (CDC)
Data/Software - Consumer Price Index
Data/Software - Dun & Bradstreet, Inc. (DNB)
Data/Software - EQECAT, Inc.
Data/Software - Experian
Data/Software - Federal Emergency Management Agency (FEMA)
Data/Software - Federal Highway Administration (FHWA)
Data/Software - Federal Motor Carrier Safety Administrator (FMCSA)
Data/Software - First American Spatial Solutions
Data/Software - Highway Loss Data Institute (HLDI)
Data/Software - Insurance Research Council
Data/Software - Marshall & Swift / Boeckh (MSB)
Data/Software - National Safety Council
Data/Software - National Transportation Library (NTL)
Data/Software - Risk Management Solutions, Inc. (RMS)
Data/Software - Safety and Fitness Electronic Records (SAFER) System
Data/Software - SAS Institute
Data/Software - State Inpatient Databases (SID)
Data/Software - TransUnion
Data/Software - U S Census Bureau
Data/Software - U S Energy Information Administration (EIA)
Data/Software - U S Home Town Locator
Data/Software - US Department of Transportation
News - AM Best
News - Auto Insurance Report and Property Insurance Report
News - Best Wire
News - Business Insurance
News - Insurance Journal
News - Journal of Risk and Insurance
News - Moody’s
News - National Underwriter Property/Casualty News
News - Standard and Poor’s (S&P)
News - The National Underwriter Company
News - Workers’ Comp Executive
News - World Insurance News
Regulatory - Links to All NAIC Regulators
Regulatory - National Association of Insurance Commissioners (NAIC)
Regulatory - National Conference of Insurance Guaranty Funds (NCIGF)
Regulatory - National Highway Traffic Safety Administration (NHTSA)
Regulatory - System for Electronic Rate and Form Filing (SERFF)