Machinify

Machinify builds AI-powered payment integrity solutions for healthcare payers. Its AI Operating System learns from billions of healthcare data points using foundation models and task-specific agents to improve accuracy and efficiency in claims payment. The company reports more than $6B in annual cost avoidance and recoveries for its clients. It also offers in-sourced, hybrid and fully-managed engagement models that adapt to a client's strategy.

The company's reach is substantial. It serves more than 85 customers, including 18 of the top 20 health plans, covering 270m member lives. Its work spans the payment integrity chain across health plans, healthcare payments and health insurance.

Technical work at Machinify spans artificial intelligence, foundation models, task-specific AI agents, machine learning, data engineering and healthcare data analytics. The team brings together data engineers, clinical experts and customer support professionals, pairing more than 40 years of industry experience with technical innovation. Stated principles include responsible AI with human oversight, transparent and safe models, continuous feedback loops, and a pragmatic, results-oriented approach.