Kerper and Bowron files patent applications for contract-level warranty model

Kerper and Bowron LLC has filed a U.S. non-provisional patent application and a PCT application for its Kerper-Bowron Method, a financial model for service contracts and manufacturer warranties. The firm also submitted a new paper on extending the method to warranty accruals and collateralization, as it looks to expand software capacity for higher transaction volume.

Why it matters: - The Kerper-Bowron Method is aimed at replacing aggregate models with monthly, contract-level forecasts for losses, cancellations and value emergence. - The approach is designed to improve financial reporting, reserving, capital management and risk transfer in a market the company estimates at about $350 billion in annual service contract revenue and manufacturer warranty accruals. - The framework also targets downstream uses such as lending against projected equity in unearned premium reserves and risk-adjusted Customer Lifetime Value analytics.

What happened: - Kerper and Bowron LLC announced the filing of a U.S. non-provisional patent application and a corresponding international PCT application for the Kerper-Bowron Method. - The applications claim priority to a U.S. provisional patent application filed in August 2025. - Irish Trinity LLC holds the intellectual property. - Bradley Arant Boult Cummings LLP is serving as intellectual property counsel. - The firm also submitted a new paper for peer review that extends the method to manufacturer warranty accruals and collateralization applications. - The new paper builds on earlier work published in the journal Risks.

The details: - The method uses only point-of-sale data to generate individual contract- and warranty-level projections. - The company says the model replaces traditional aggregate earning curves and warranty accruals with precise monthly probabilistic forecasts. - The system is intended to support more accurate financial reporting, reserving and capital management. - The company estimates a global market of about $350 billion in annual service contract revenue and manufacturer warranty accruals, with substantially larger outstanding liabilities. - The company says the framework could support more precise accounting and revenue recognition under ASC 606, IFRS 17, ASC 460 and IAS 37. - The framework also enables structured risk transfer through special purpose vehicles. - The firm estimates about $20 billion in potential U.S. capacity for lending against projected equity in unearned premium reserves. - The model is also positioned for risk-adjusted Customer Lifetime Value analytics for short-duration contracts. - Kerper and Bowron is modernizing its software platform, which has been developed over the past 23 years, to support expected growth in transaction volume. - The company was founded in 2003 by John Kerper and Lee Bowron. - The firm is based in Birmingham, Alabama, and works as an actuarial consulting firm.

Between the lines: - The patent move signals an effort to protect the method as the company pushes into broader financial applications beyond its original service-contract work. - The peer-review submission suggests the firm is trying to validate the approach academically at the same time it seeks commercial protection. - The focus on collateralization and structured risk transfer points to a push toward capital markets and financing use cases, not just accounting support.

What's next: - The patent applications will proceed through the U.S. and international review process. - The submitted paper will go through peer review. - Kerper and Bowron plans to keep upgrading its software platform to handle higher transaction volume. - The company is also likely to keep expanding use cases for manufacturer warranty accruals and collateralization.

The bottom line: - Kerper and Bowron is pairing patent protection with new research to position its contract-level forecasting method as a tool for accounting, reserving and financing.