The Public Interest Company builds AI and data-science systems for healthcare claims recovery. Its technical work spans AI-powered decision-making, proprietary machine learning and predictive data science, applied to subrogation and claims liability recovery technology. The company recoups misallocated healthcare claims expenses by enforcing liability and accountability among insurers, recovering costs that health insurers have the right to reclaim.
The work sits at the intersection of software and law. Technical teams operate alongside legal advocates, and the company serves a range of affected parties in the United States, including health insurers, property & casualty insurers, employers and taxpayers. Its stated principle is that "insurers should keep the promises they make... and pay what they owe, no more and no less".
The Public Interest Company describes itself as mission-driven and public-interest oriented, with a stated aim of "making insurance honest" and reducing costs that burden taxpayers, employers and everyday Americans. Founding year, team size and funding details are not disclosed.






