Machinify Pay

Digests and enforces payment policies and contracts to ensure accurate coding and pricing of all claims at wire-speed
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Capabilities

Machinify Pay identifies cost avoidance and overpayments through the aggregate of four areas:

  • Coding & Policy Edits: Real-time, autonomous claim evaluation/editing solution that covers complex data mining and code editing scenarios.
  • Claim Repricing: Reprice claims based on contract and fee schedule source-of-truth, while identifying and fixing potential pricing errors.
  • AI Concept Development: Leverage AI to discover new concepts and translate English-language policy rules into formal code for fast deployment.
  • Self-Learning Feedback Loop: Outcomes-based feedback from claims corrected downstream to auto-train and refine concepts in market.

Benefits

Real-time editing

Machinify Pay is the most up-to-date payment system making real-time coding and policy edits against thousands of policies with built-in QA capabilities.

Autonomous repricing

Machinify Pay computes the right amount to pay for a claim at wire-speed utilizing ALL relevant payment rules and contract terms with 100% accuracy; eliminating the need for manually claim repricing.

Outsourced to insourced

Machinify Pay gives payers the ability to find payment errors at a fraction of the cost with dramatically reduced provider abrasion. 

Eliminate claim backlog

Machinify removes payer's massive backlog of claims waiting for post-pay processing by dramatically increasing reviewer throughput through multi-faceted automation.

70%

Increase in savings

65%

Claims autonomously corrected and repriced

60%

Reduction in vendor payments

2X

Faster concept deployment

Take the first step to transform your payment integrity program.

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Learn from our customers

My team loves Machinify! Their AI capabilities have increased recoveries by over 30% and reduced our dependence on PI vendors. Even more, as a leader of a large PI organization, Machinify multiplied reviewer productivity while eliminating false positives.

VP of Payment Integrity at Leading Medicare Health Plan

Working with Machinify has been a uniquely positive experience. Machinify helped us identify opportunities that were previously missing and continues to serve as valuable thought partners.

AVP of Claims Operations at Leading US Health Plan

Machinify is very flexible and has clearly demonstrated a track record with our payment integrity team. We couldn't ask for better partners. Internally, there is a high level of respect and trust in Machinify and when you say something, you do it.

AVP of Data Science at Leading US Health Plan