CompFox
Establishing the new standard in legal defense

Building the OS for Workers' Compensation

We are a team of attorneys, engineers, and data scientists dedicated to modernizing the legal industry. CompFox exists to eliminate the mundane, so you can focus on the strategy.

"The future of legal defense isn't about replacing lawyers. It's about giving them superpowers to process information faster than ever before."

CompFox Mission

Our Story

From frustration to innovation.

01

The 100-Page Problem

Workers' compensation cases are defined by volume. A single case can generate thousands of pages of medical reports, depositions, and pleadings. For decades, attorneys have been forced to manually sift through this mountain of data, often missing critical details simply due to human fatigue.

"We knew there had to be a better way than highlighting paper QME reports at 9 PM on a Friday."

02

Training the Model

Generic AI models don't understand California Labor Code. They hallucinate citations and misinterpret permanent disability ratings. We spent two years building a proprietary dataset of over 17,000 panel decisions and binding authorities to fine-tune our models specifically for this jurisdiction.

  • Proprietary Case Law Database
  • Hallucination-Resistant Architecture
Labor Code
QME Reports
Case Law

Our Values

Principles we build by.

We are building for an industry that demands perfection. Here is how we ensure we deliver it.

Uncompromising Accuracy

In law, "close enough" is malpractice. We prioritize retrieval accuracy above all else, constantly validating our AI outputs against verified court records.

Enterprise-Grade Security

Client data is sacred. We employ SOC-2 compliant infrastructure, end-to-end encryption, and strict data isolation policies. Your case files never train our public models.

Speed as a Competitive Advantage

We believe the fastest firm wins. Our infrastructure is optimized to reduce research time from hours to seconds, giving our users the upper hand.

Platform Impact
+24% this month

Decisions Indexed

17,400+

Firms Onboarded

85+

Hours Saved

120k

Documents Analyzed

1.2M

System Status

Search API: 99.9% Uptime

The Team

Meet the Builders.

A unique blend of legal veterans and Silicon Valley engineering talent.

Chris Lyle

Chris Lyle

Co-Founder & CEO

Patent and IP attorney with experience across hardware and software. Chris applies his technical and legal background to bring CompFox to life and drive innovation in workers’ compensation legal research.

Ethan Pease

Ethan Pease

Co-Founder

Workers’ compensation attorney with 10+ years of experience. Seeing firsthand how inadequate legal research and lack of legal tools slows claims, Ethan helped shape CompFox to modernize how practitioners find and apply case law.

Cory Macvie

Cory Macvie

Head of Product

UI/UX product leader with 10+ years of experience designing and scaling software products. Cory joined CompFox to guide the founders’ vision into a polished, intuitive platform built for real-world legal workflows.

Join the revolution.

Whether you are a firm looking to modernize or an engineer looking to build the future of law, we want to hear from you.