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§ Private Profile · San Francisco, CA, USA
AI technology streamlines medical record review for workers' compensation and med-legal, focused on efficient claims processing.
Key people at Brighterway.
Brighterway was founded in 2023 by Jason Apostol (Founder) and Walker Wells (Founder).
Based in San Francisco, California, Brighterway develops artificial intelligence software that streamlines the medical record review process for the workers' compensation and med-legal industries by structuring, deduplicating, and extracting data from disorganized PDF files. The platform automatically analyzes these extensive files and highlights the 10 to 15 percent of pages that are the most relevant to a specific physician's medical specialty. This applied technology reduces labor-intensive manual reviews for orthopedic surgeons and claims managers who collectively process tens of millions of medical pages on a monthly basis. Backed by early-stage accelerator Y Combinator, the enterprise currently operates with a dedicated team of 14 employees. The company actively recruits engineering talent from academic institutions like Yale University to expand its core platform capabilities. Brighterway was officially founded in 2023 by Jason Apostol and Walker Wells.
Brighterway was founded in 2023 by Jason Apostol (Founder) and Walker Wells (Founder).
Key people at Brighterway.
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Brighterway is a Y Combinator-backed startup building AI-powered tools to streamline the medical record review process in the workers’ compensation ecosystem. The company’s core product leverages advanced artificial intelligence to summarize, organize, and highlight the most relevant information within massive volumes of medical records—often thousands of pages per claim. Brighterway serves physicians, claims handlers, and insurers who are tasked with reviewing medical documentation for independent medical exams (IMEs) and qualified medical exams (QMEs), drastically reducing the time and effort required to extract actionable insights.
By automating the tedious and error-prone process of sifting through disorganized medical records, Brighterway solves a critical pain point: enabling medical professionals to focus on high-value clinical decisions rather than administrative overhead. The company has demonstrated rapid growth, processing over 10 million pages of medical records per month and expanding its footprint across national claims organizations. Its technology is already saving thousands of hours and millions of dollars for clients, positioning Brighterway as a key player in the digital transformation of med-legal workflows.
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Brighterway was founded by Jason and Walker, who met during their first year at Yale University. The idea for the company emerged from a personal experience: when Walker broke his ankle, he spoke with an orthopedic surgeon about the challenges of reviewing medical records for workers’ compensation cases. The surgeon revealed that he had stopped taking on such cases due to the overwhelming time commitment, but expressed strong interest in resuming if a tool like Brighterway existed. This conversation crystallized the founders’ vision: to build an AI-powered solution that could make medical record review both faster and more efficient.
The company quickly gained traction by focusing on real-world pain points faced by physicians and claims professionals. Early validation came from direct feedback from medical experts, and Brighterway’s rapid adoption by national claims organizations underscores the urgency and relevance of its solution. The company’s roots in data science and statistics—Walker studied Statistics and Data Science at Yale—have enabled it to build a robust, scalable AI platform tailored to the complexities of medical record review.
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Brighterway is riding the wave of AI-driven automation in healthcare and legal tech, a trend accelerated by the increasing complexity and volume of medical data. The timing is critical: as workers’ compensation claims grow in number and complexity, traditional manual review processes are becoming unsustainable. Brighterway’s solution aligns with broader market forces, including the push for digital transformation in healthcare, the need for cost containment in insurance, and the growing demand for AI tools that enhance—not replace—human expertise.
By making medical record review faster, more accurate, and more efficient, Brighterway is influencing the broader ecosystem of med-legal workflows. Its technology sets a new standard for how AI can be applied to solve real-world problems in regulated, high-stakes environments. As the industry continues to embrace digital tools, Brighterway is well-positioned to become a foundational platform for medical record review across multiple verticals.
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Brighterway’s future is bright: as AI adoption in healthcare accelerates, the company is poised to expand beyond workers’ compensation into adjacent markets such as auto accident claims, disability reviews, and broader medical-legal use cases. The company’s focus on user experience, scalability, and clinical accuracy will continue to drive adoption and set it apart from competitors. Trends like the rise of telemedicine, increased regulatory scrutiny, and the ongoing need for cost-effective claims management will further amplify Brighterway’s impact.
In the coming years, Brighterway is likely to deepen its AI capabilities, integrate with more healthcare and insurance platforms, and potentially expand internationally. Its journey from a Yale dorm room to a national leader in med-legal AI is a testament to the power of solving real problems with innovative technology. As the med-legal industry evolves, Brighterway will remain at the forefront, transforming how medical records are reviewed and decisions are made.
