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In this episode of Beyond the Gavel, Rodney Peyton sits down with Jesse Toprak, a tech entrepreneur with nearly 30 years of experience building data-driven startups in the automotive industry, to introduce Peyton AI, a new tool built for the medical malpractice world. They discuss how pattern-recognition principles from the car industry apply to medical legal cases, and how the system turns decades of expert judgment into a consistent merit score. The conversation explores how the tool reads thousands of pages of records, flags missing evidence, and helps firms quickly separate viable cases from the roughly 90% that have no legs. Throughout, Rodney and Jesse return to a central theme: this is a "truth engine" designed to support, not replace, the judgment of lawyers and medical experts.
By Rodney PeytonIn this episode of Beyond the Gavel, Rodney Peyton sits down with Jesse Toprak, a tech entrepreneur with nearly 30 years of experience building data-driven startups in the automotive industry, to introduce Peyton AI, a new tool built for the medical malpractice world. They discuss how pattern-recognition principles from the car industry apply to medical legal cases, and how the system turns decades of expert judgment into a consistent merit score. The conversation explores how the tool reads thousands of pages of records, flags missing evidence, and helps firms quickly separate viable cases from the roughly 90% that have no legs. Throughout, Rodney and Jesse return to a central theme: this is a "truth engine" designed to support, not replace, the judgment of lawyers and medical experts.