Machinify is a healthcare technology company focused on payment integrity for health plans. Its platform processes billions of healthcare data points to improve accuracy and efficiency in claims payment. The company serves 85+ customers, including 18 of the top 20 health plans in the United States, covering 270 million member lives and generating over $6 billion in annual cost avoidance and recoveries.
The company's core product is an AI operating system built on foundation models and task-specific agents. Its technical work spans AI, data engineering, and the development of specialised models trained on large-scale healthcare datasets. The system is designed to deliver precise payment decisions while maintaining human oversight.
Machinify combines its technical capabilities with more than 40 years of healthcare industry experience. The company emphasises collaboration across disciplines and operates with continuous feedback loops to refine its models. It offers flexibility in how clients engage - supporting insourced, hybrid, or fully-managed approaches - and maintains a focus on transparent, responsible AI practices.
