THE MACHINIFY MOMENT

We started a healthcare revolution.

The costs of complexity overwhelm our entire health system. We've brought together world-class experts across diverse domains—healthcare policy, payment integrity, artificial intelligence, and consumer-grade software—to build a platform that reimagines the art of the possible in payment. Machinify makes every dollar do more.

INNOVATE & ACCELERATE

One platform. Best-in-class expertise. Flexible for your program.

With a unique blend of technical innovation and human expertise, we are creating a future where payers can work smarter and faster.

Expertise that spans the industry.

With over 40 years of experience and a proven track record of excellence, Machinify has played a significant role in developing subrogation law and codifying medical policy. We are committed to accuracy, transparency, and delivering results.

AI innovation that changes the game.

We’re bringing payment integrity into the future with AI that is safe and transparent. Our cutting-edge models detect anomalies, review claims and medical records, and identify errors, all to support products that deliver game-changing efficiency.

Support that drives performance.

Our customers trust us to deliver results that matter. We're committed to your success by maximizing accuracy, eliminating friction, and improving financial outcomes.

Flexibility that fits your needs.

Our flexible, hybrid delivery model is as revolutionary as our technology. Configure Machinify to achieve the results you need. Our solutions encompass the entire payments landscape and can be implemented as insourced, hybrid, or outsourced to align with your preferences and overall strategy.

OUR TECH

Machinify is reimagining healthcare payments for the age of AI.

Teach AI the rules of healthcare.

Clinical diagnosis guidelines
Medical coding rules
Payment policies
Government rules and regulations
Contracts

Reinvent processes to be AI-first.

Find the right payer for a claim and reroute claims appropriately
Identify potential clinical and coding errors
Digest and review medical records and itemized bills
Automatically recode and reprice claims accurately

Build Responsible AI focused on safety and accuracy.

Human oversight: Expert review and validation of AI-driven outcomes
Feedback loop: Continuously learns from human oversight and all downstream signals of error to refine performance
Safety and fairness: Features bias monitoring, regular performance testing, and model explainability
Compliance: Aligned with upcoming industry standards, supporting audit-ready transparency
Model updates: Models are regularly updated to reflect new rules and standards

OUR TEAM

Built to transform the industry.

40 years of experience, expansive perspectives, and unparalleled insights differentiate our business—and differentiate the people behind it.

From data engineers to clinical experts to customer support teams, our experts bring a depth of knowledge and passion to succeed, partnering with our clients to design and implement precise solutions to help them achieve meaningful results.