Machinify is a healthcare payment integrity company applying AI to the financial side of healthcare, with the stated aim of reshaping healthcare payment through seamless intelligence.

The company describes its product as healthcare's AI operating system, built on a unified data layer, foundation models trained on healthcare data, task specific agents, and continuous feedback loops. It says the platform operates across the full spectrum of payment integrity interventions, delivering state of the art performance and AI that is safe and transparent. The product lines are Coordinate, Subrogate, Audit, Pay, and Pharmacy.

Hiring leans heavily technical. Open roles include AI engineers working on agentic systems, staff level AI engineering, and senior data engineering, largely remote within the United States.

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