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Testimonials

"always quick to respond to inquiries"

— Patrick W. Duncan, Nodak Mutual Insurance/ America

 

 

Overview  — Agriculture

Farms are changing. Corporate farming is now a prominent feature of the agricultural economy while many small farms are supplementing income with additional operations such as restaurants and petting zoos.

Just as farms are changing, so must their insurance coverage. That means developing products that cover the evolving exposures in the agricultural economy.

As actuarial thought leaders, we know farmowners coverage can be written more precisely by actual risk. We can identify rating variables that improve your rating plan and ultimately your underwriting results. We also think farmowners coverage can be written more competitively through predictive analytic techniques and many cutting edge pricing techniques homeowners and commercial lines enjoy.

Beyond the typical farmowners coverages we have rare expertise with the Multi-Peril Crop Insurance Program (MPCI) and can help you maximize your cession strategies or evaluate and price your reinsurance coverage

So when you are ready to develop products that meet the evolving exposures in the agricultural economy, think Pinnacle. Our focus is to provide outstanding customer service that exceeds your expectations. We know that can mean a dozen different things on a dozen different days -- but serving you well is our ultimate goal.

Experience the Pinnacle Difference: timely, dependable and professional responses in plain language that not only communicate our findings, but also add value. We provide understandable reports and presentations that help you navigate the insurance business with a team of experts focused on exceeding your expectations.
 

Services  — Agriculture

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?"

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

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 - 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?

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

Program Development

Pinnacle has experience in all stages of program development -- from creating a new, unique program to program conversion. This includes everything from refining existing programs to developing new programs. Pricing, coverage features, and eligibility can all play an essential part in a successful new product. Pinnacle also has experience developing program submission books for taking proposed programs to market seeking fronting carriers.

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.

Expertise  — Agriculture

When you partner with Pinnacle, you work with a team of experienced consultants who know the unique requirements of the agriculture 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 programs and years of working with similar customers.

In the past, we have worked with agriculture customers on such projects as:

  • Developing rates for both Farm Bureau-related insurance products as well as federal crop insurance programs, including rate level indications, class plan analysis, and competitive analysis
  • Funding and feasibility studies for single parent captives, group captives, reciprocals and risk retention groups owned by agricultural companies
  • Ongoing loss reserve analyses for agricultural captives, insurers, RRGs and self insurance programs
  • Analysis of agricultural reinsurance programs

We have worked with a wide variety of agricultural arenas including:

  • Crop dusters
  • Dairies
  • Farm Bureau-related and other farm insurers
  • Farm services stores
  • Federal crop insurance
  • Fruit farmers and processors
  • Trucking companies specializing in transportation of agricultural products

Our expertise with agriculture is part of the Pinnacle Difference.

Products  — Agriculture

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

 

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  — Agriculture

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

Case Studies  — Agriculture

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.

Funding Study

Pinnacle was approached by an aircraft manufacturer to provide recommended funding for various aviation and liability coverages. Pinnacle’s initial steps included discussing coverages to be provided and what data was available to complete the funding study. The captive was a start-up with no loss information on which to determine appropriate funding levels. Pinnacle was able to determine that the National Transportation Safety Board (NTSB) had a database of aircraft incidents that recorded both the manufacturer and model of the aircraft involved in the incident. Since the manufacturer was able to provide the number of units produced, Pinnacle was able to determine the frequency and severity of the incidents and project ultimate funding levels. The captive is currently operational after receiving regulatory approval.

Publications  — Agriculture