Machinify
- Company typePrivate
- Founded2016
- HeadquartersPalo Alto, United States
- Headcount1,001–5,000
- GTM typeB2B
- OfferingSoftware
Machinify firmographics
Firmographics- Name
- Machinify
- Legal name
- Machinify, Inc.
- Website
- https://machinify.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 1,001–5,000 employees
- Ownership category
- akta.pro rank
Machinify industry classification
Industry- Product category
- Healthcare Payment Integrity Software
- NAICS
- Health and Welfare Funds (525120)
- SIC
- Hospital & Medical Service Plans (6324), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Behavioral Health Claims Administration & Payment Integrity (HLAEAHAH)
Keywords
Where Machinify is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices5 records
Markets served
Machinify business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Platform & AI-Powered Services: AI-powered software platform and services for healthcare payment integrity. The company offers flexible deployment models ranging from fully insourced to hands-free, turnkey solutions, serving health plans across commercial, Medicare, and Medicaid segments.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Flexible deployment model with insourced, hybrid, or fully-managed options |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels6 records
Machinify product offering
Product offeringCore offering
Machinify sells an AI-powered healthcare payment integrity platform—HAL OS—powering five payer applications (Coordinate, Subrogate, Audit, Pay, and Pharmacy) that detect and prevent claim errors, coordinate benefits, perform subrogation, automate clinical/coding audits, enforce contract terms and payment policies, and manage pharmacy overpayments. The platform is delivered via flexible deployment (insourced, hybrid, or fully-managed turnkey) to U.S. health plans across commercial, Medicare, and Medicaid segments.
Product overview
Machinify is a healthcare intelligence company offering an AI-powered platform for healthcare payment integrity. The core offering consists of five integrated products—Coordinate (Coordination of Benefits), Subrogate (subrogation), Audit (clinical/coding audits), Pay (policy enforcement), and Pharmacy (pharmacy payment integrity)—all powered by the proprietary Healthcare AI-Led Operating System (HAL OS). HAL OS provides the foundational AI capabilities including ChartLM for medical record interpretation, CoderLM for medical coding, and a Policy Engine for evaluating medical and payment policies. The platform serves 85+ customers including 18 of the top 20 US health plans, covering 270 million member lives across commercial, Medicare, and Medicaid, and has generated over $6 billion in annual cost avoidance and recoveries.
Differentiator
Problem solved
Functional benefit
Brands
- HAL OS: Healthcare AI-Led Operating System - a foundational operating system for developing transformative, AI-first processes in healthcare.
- Coordinate
- Subrogate
- Audit
- Pay
- Pharmacy
Products and services
- Coordinate Coordination of Benefits (COB) solution that establishes the order in which health insurance plans pay claims when an individual has multiple coverage sources, preventing duplicate payments. Targeted at health plans across commercial, Medicare, and Medicaid.
- Subrogate Subrogation solution that identifies third-party liability cases (such as auto accidents) and ensures health insurance is not incorrectly paying as primary when another insurer should be responsible. Targeted at health plans.
- Audit Enhances automation of intricate clinical and coding audits, leveraging AI to identify billing errors, upcoding, and compliance issues in healthcare claims. Targeted at health plans.
- Pay Streamlines enforcement of contract terms, coding, and payment policies, ensuring accurate claim payments through automated policy interpretation and pricing. Targeted at health plans.
- Pharmacy Pharmacy payment integrity solution including Coordination of Benefits, retroactive terminations, Medicare Part D compliance, and high-cost/specialty drug management. Targeted at health plan pharmacy benefit operations.
- HAL OS (Healthcare AI-Led Operating System) Foundational AI operating system powering all Machinify payer applications, combining a unified data layer, foundation models trained on billions of healthcare data points, task-specific intelligent agents, ChartLM (medical record interpretation), CoderLM (medical coding), and Policy Engine (policy evaluation). Targeted at health plans building AI-first payment integrity processes.
Quantifiable outcome
- 85+ customers including 18 of top 20 health plans
- +7 more outcomes
Companies that use Machinify
Customer profileNamed customers5 records
Segments1 record
Ideal customer profiles1 record
Machinify technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature13 records
Machinify partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered minor and core.
- Evolent HealthminorStrategic transaction where Machinify spun out its Auth application to Evolent, a leader in specialty condition management. The deal brought Machinify Auth to Evolent's payer footprint while allowing Machinify to focus on its AI-led operating system and payer application suite.
- Performant HealthcarecoreAcquired by Machinify for $670 million in a take-private buyout completed October 2025. Performant's expertise in audit and recovery was integrated with Machinify's AI platform to expand intelligent healthcare payments capabilities.
- The Rawlings GroupcoreFounded in 1977 and based in La Grange, Kentucky. Leading technology-enabled coverage analytics provider delivering savings through subrogation, coordination of benefits, and drug claim payment integrity. Merged into Machinify in September 2024.
- Apixio Payment IntegritycoreConnected Care Platform company whose actionable AI technology and flexible services for accurate payments merged into Machinify. Apixio's Connected Care platform and value-based care solutions were acquired by Datavant as part of the transaction.
- VARIS, LLCcoreFounded by healthcare professionals with over 100 years of combined experience. Specializes in overpayment identification solutions including DRG and APC. Serves commercial payers, Medicare Advantage, Medicaid Managed Care, and government programs. Merged into Machinify in September 2024.
Scale indicators15 records
Recent moves9 records
Expansion highlights6 records
Machinify competitors and assessment
Company assessmentBroad incumbents
- Optum (UnitedHealth Group): Optum's Health Services segment includes payment integrity, claims editing, and analytics serving most major US health plans. It is Machinify's largest incumbent competitor and competes on a bundled, multi-service basis.
- Change Healthcare (Optum): Change Healthcare, now part of Optum, provides claims processing, payment integrity, and clinical connectivity infrastructure to the same health plan customers Machinify serves, often bundled with broader RCM offerings.
Direct peers
- Cotiviti: Cotiviti provides payment accuracy, retrospective and prospective claim audits, and clinical validation for commercial, Medicare, and Medicaid health plans - a direct head-to-head competitor in payer payment integrity.
- MultiPlan: MultiPlan offers payment integrity, network-based cost management, and data analytics to large US health plans and payers, directly overlapping with Machinify's COB, subrogation, and audit products.
- EXL Service: EXL provides payment integrity, care management, and analytics services to health plans and payers, with deep overlap on retrospective audit, clinical validation, and operations-heavy recovery work.
- Inovalon: Inovalon delivers cloud-based analytics and payment integrity tooling to health plans, including risk adjustment and claim accuracy solutions, competing for the same enterprise payer IT budgets.
Emerging players
- Datavant: Datavant acquired the Apixio value-based care business in 2024 and operates in healthcare data connectivity and de-identification. It is an adjacent player that benefits from Machinify's separation of the Apixio PI line.
- Health Catalyst: Health Catalyst provides healthcare data and analytics infrastructure, with growing exposure to payer and provider payment workflows that increasingly overlap with Machinify's analytics-driven approach.
- LexisNexis Risk Solutions (Healthcare): LexisNexis Risk Solutions supplies healthcare data, identity, and analytics used in payment integrity workflows (eligibility, COB, fraud detection), making it an enabling/thematic peer rather than a head-to-head competitor.
- Olive AI (divested assets): Olive AI was an early healthcare AI automation company pursuing payment and operations workflows; while largely wound down, its prior positioning and remaining IP make it a thematic comparable in payer-focused AI.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Machinify social profiles
Digital presenceMachinify compliance and trust
Trust signalCompliance2 records
Machinify financial estimates
Financial estimateRevenue estimate
Valuation estimate
Machinify leadership team
Management profileNumber of profiles
Profiles16 records
Machinify subsidiaries and ownership
Company hierarchySubsidiaries2 records
Machinify funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Machinify M&A and investment
M&A and investmentM&A4 records
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Machinify
What does Machinify do?
Machinify sells an AI-powered healthcare payment integrity platform—HAL OS—powering five payer applications (Coordinate, Subrogate, Audit, Pay, and Pharmacy) that detect and prevent claim errors, coordinate benefits, perform subrogation, automate clinical/coding audits, enforce contract terms and payment policies, and manage pharmacy overpayments. The platform is delivered via flexible deployment (insourced, hybrid, or fully-managed turnkey) to U.S. health plans across commercial, Medicare, and Medicaid segments.
Is Machinify a public or private company?
Machinify is a private company. It is classified as private equity controlled and is currently operating.
When was Machinify founded?
Machinify was founded in 2016. It employs 1,001 to 5,000 people.
Where is Machinify based?
Machinify is headquartered in Palo Alto, United States, in the North America region.
How does Machinify make money?
One revenue line is on record: saaS Platform & AI-Powered Services.
Who are Machinify's main competitors?
Broad incumbents on record are Optum (UnitedHealth Group) and Change Healthcare (Optum). Direct peers are Cotiviti, MultiPlan, EXL Service and Inovalon. Emerging players are Datavant, Health Catalyst, LexisNexis Risk Solutions (Healthcare) and Olive AI (divested assets).
Does Machinify have an API?
No public API is recorded for Machinify.
What industry is Machinify in?
Machinify's product category is Healthcare Payment Integrity Software. Its primary akta.pro industry code is HLAEAHAH, Behavioral Health Claims Administration & Payment Integrity. Its NAICS code is 525120 and its SIC code is 6324.