Machinify

Machinify

Healthcare Operations & Administration

About Machinify

Machinify is a healthcare payment integrity company that transforms how health plans manage claims and prevent payment errors. The company's AI operating system combines foundation models trained on billions of healthcare data points with task-specific intelligent agents and human expert oversight to deliver industry-leading accuracy in payment integrity. Machinify's platform operates across the full spectrum of payment integrity interventions, including coordination of benefits (COB), subrogation, claims auditing, payment processing, and pharmacy operations. The platform brings together claims data, medical records, contracts, and policies in real time, applying advanced algorithms and comprehensive policy mapping to identify coverage overlaps, third-party liability, coding errors, and payment inaccuracies before or after claims are paid. With over 40 years of combined industry experience, Machinify serves 85+ customers including 18 of the top 20 U.S. health plans, covering 270 million member lives across commercial, Medicare, and Medicaid populations. The company delivers over $6 billion in annual cost avoidance and recoveries. Machinify's solutions are designed for flexible deployment, supporting fully insourced, hybrid, or fully-managed operating models. The platform integrates seamlessly with existing payer systems and continuously improves through feedback loops from human reviewers and business outcomes, enabling health plans to reduce healthcare costs while maintaining provider relationships and ensuring compliance.

Mission & Story

Mission

We transform the healthcare payment process with accuracy, clarity, and innovation to benefit everyone.

Who It Serves

Health PlansPayersMedicare Advantage PlansMedicaid PlansCommercial Health Plans

Milestones & Awards

Recent Milestones

KLAS First Look report published October 2025 highlighting customer experience and ratings. Survey of 100 health plan executives on AI adoption completed May 2025.

Awards & Recognition

Recognized for accuracy and exceptional customer service in payment integrity for decades. Featured in KLAS First Look report October 2025.

Key Partnerships

KLAS Research

Company Details

Work here?

Claim this listing to update company information and connect with our audience.

Claim This Listing

Security & Compliance

HIPAA
Last updated Jun 30, 2026

Similar Companies in this Market

View all 70
AdvancedMD

AdvancedMD

AdvancedMD provides cloud-based practice management, EHR, and patient engagement software for healthcare practices. The company offers an integrated suite of applications including billing, scheduling, telehealth, and revenue cycle management services for independent practices, large groups, and medical billing companies.

Aidin

Aidin

Aidin provides a digital referral management and care coordination platform for hospitals, healthcare systems, and post-acute care providers. The platform streamlines discharge planning, prior authorization, and patient transitions to reduce length of stay, lower readmissions, and improve operational efficiency.

AKASA

AKASA

AKASA provides generative AI solutions for healthcare revenue cycle management, helping health systems reduce denials, improve margins, and increase revenue through AI-powered coding optimization, clinical documentation improvement, and automated administrative workflows.

Anterior

Anterior

Anterior provides enterprise-grade AI solutions for health plans, specializing in prior authorization automation. The company delivers clinically accurate, transparent AI that integrates directly into existing workflows to reduce administrative burden and accelerate approvals.

Apella

Apella

Apella uses ambient AI and computer vision linked to the EHR to optimize operating room performance. The platform provides real-time visibility, predictive analytics, and automated documentation to help surgical teams serve more patients, reduce delays, and improve OR efficiency.

Apixio

Apixio

Apixio provides AI-powered healthcare data analytics and risk adjustment solutions for health plans and providers. The company specializes in extracting clinical insights from unstructured medical records to improve quality reporting and payment accuracy.

Aspirion

Aspirion

Aspirion helps hospitals unlock high-value revenue from denied and complex claims through AI-powered revenue cycle management. Armed with US-based attorneys, clinicians, and AI engineers, they deploy cutting-edge automation to convert RCM challenges into opportunities.

AssistIQ

AssistIQ

AssistIQ uses AI-powered computer vision to automatically capture surgical supplies and implants in real-time, eliminating manual documentation and improving charge capture accuracy for health systems.

Data Accuracy Notice: Company information on HealthAI Central is compiled from public sources and updated regularly. While we strive for accuracy, details such as funding figures, employee counts, and product offerings may change. We recommend verifying critical information directly with the company before making business decisions.