Machinify - Company Profile

Developer of artificial intelligence software for healthcare claims payment integrity. This platform automates the review, editing, and repricing of medical claims to identify coding errors and anomalies. The technology incorporates machine learning models to detect billing inconsistencies while integrating clinical diagnosis guidelines and medical policies. Designed for health insurance payers, the system facilitates automated pre-pay claims processing and post-pay data mining. It also provides tools for subrogation and recovery by identifying third-party liability and workplace injury claims. The software utilizes human oversight and legal review to validate automated outcomes, ensure regulatory compliance, and support audit-ready transparency. By digitizing healthcare contracts and regulatory rules, the system seeks to optimize payment accuracy and reduce operational friction within the administrative claims cycle.