EvolutionIQ builds explainable artificial intelligence for insurance claims handling, combining machine learning with human expertise to guide claims adjusters through complex decision-making. Founded in 2019, the company has grown from three founders to over 200 employees across the United States, Europe, and Australia. Its Claims Guidance AI platform serves the majority of U.S. disability carriers and a growing roster of workers' compensation insurers worldwide.
The platform delivers Next Best Action guidance powered by large language models and medical synthesis capabilities, designed to help adjusters prioritize claims and improve outcomes for injured workers. Rather than replacing human judgment, the technology is engineered to amplify it through explainable recommendations that adjusters can understand and act upon. The system operates across multiple lines of business on a full-stack web application infrastructure.
The company's technical foundation spans claims guidance AI, explainable machine learning, LLM-powered features, data science, and software engineering practices emphasizing code quality and maintainability. Development work involves close collaboration between engineers, data scientists, and insurance domain experts. The engineering culture prioritises simplicity, transparency, and continuous learning while moving quickly without sacrificing technical standards.
