# Healthcare Payment Integrity Market

> Healthcare Payment Integrity Market Research Report By Type of Integrity Solution (Fraud Detection, Claim Investigation, Payment Accuracy, Refund Recovery), By End User (Health Insurance Providers, Healthcare Providers, Government Healthcare Agencies), By Deployment Mode (On-Premises, Cloud-Based, Hybrid), By Application (Claims Processing, Payment Reconciliation, Provider Enrollment) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Growth & Industry Forecast 2025 To 2035

- **Forecast Period:** 2026-2035
- **CAGR:** 13.7%
- **2025:** USD 14.05 Billion
- **2035:** USD 50.34 Billion
- **Key Players:** Cotiviti, Optum (incl. Change Healthcare), Machinify (incl. Rawlings, Apixio PI, Varis, Performant), Zelis, Conduent, EXL Service, Gainwell Technologies, HealthEdge (Source)

**Report ID:** MRFR/HC/40921-HCR · **Pages:** 200 · **Author:** Rahul Gotadki & Vikita Thakur · **Last Updated:** August 24, 2026

**URL:** https://www.marketresearchfuture.com/reports/healthcare-payment-integrity-market-42587

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## Market Summary

## Healthcare Payment Integrity Market Summary

The Healthcare Payment Integrity Market reached USD 14.05 billion in 2025 and is projected to grow to USD 50.34 billion by 2035, expanding at a compound annual growth rate (CAGR) of 13.7% between 2026 and 2035. Market value is expected to reach USD 15.85 billion in 2026 as the first year of the forecast period. This growth is being driven primarily by large-scale improper payments in U.S. federal healthcare programs and expanding audit mandates, alongside a broader shift from retrospective claims review to pre-payment, machine-learning-based detection.

The Centers for Medicare & Medicaid Services (CMS) reported a 6.55% Medicare fee-for-service improper payment rate for fiscal year 2025, equal to USD 28.83 billion misdirected in a single program year. This scale of improper payment has intensified pressure on CMS and payers to modernize fraud and error detection systems. In May 2025, CMS committed to auditing every eligible Medicare Advantage contract annually, expanding oversight from roughly 60 plans to approximately 550, a significant expansion of federal audit capacity.

Legacy infrastructure is the constraint now being dismantled across the payer industry. Payers historically built claims adjudication on mainframe systems and manually maintained rule libraries, then added retrospective audits afterward as a secondary check. This stack is giving way to cloud-native platforms that run machine-learning models against claims before payment is issued. CMS itself is scaling coder capacity from 40 to roughly 2,000 staff while deploying automated record review, a signal that buyers in the Healthcare Payment Integrity Market now expect algorithmic throughput as a baseline capability.

By region, North America holds the largest share of the Healthcare Payment Integrity Market, at 39.6% of 2025 revenue, propelled by the scale of federal program exposure. Asia-Pacific is the fastest-growing region, with a projected CAGR of 15.2%, as national insurance schemes in China and India industrialize claims oversight. Europe holds the second-largest position, supported by statutory health-fund consolidation. Over the decade ahead, market leadership is expected to belong to whoever moves fraud and error detection upstream of payment.

## Key Report Takeaways

### • By Solution Type

- Fraud, waste and abuse detection holds 35.9% of 2025 revenue within the Healthcare Payment Integrity Market, the single largest solution block
- Payment accuracy and under-payment recovery expands at a 16.4% CAGR through 2035, the fastest solution line.
- Coordination-of-benefits and eligibility validation contributes USD 3.15 billion in 2025

### • By Sector and Deployment

- Cloud deployment captures 58.2% of 2025 transaction volume across the Healthcare Payment Integrity Market.
- Public agencies post a 17.6% CAGR, outpacing every other end-user class
- Services — advisory through full BPO — grow at 16.9% annually

### • By Region

- North America holds 39.6% revenue share in 2025
- Asia-Pacific advances at a 15.2% CAGR to 2035
- Europe generates USD 3.48 billion in 2025

## Market Size and Forecast (2021–2035)

Figures below combine bottom-up vendor revenue modelling with top-down validation against payer administrative expenditure benchmarks and published federal improper-payment estimates. Historical years reconcile to disclosed segment revenues from public filings and private-equity transaction disclosures; forecast years apply adoption-curve modelling calibrated to regulatory enforcement schedules.

## Market Drivers

## Driver Impact Analysis

| Driver | ~% Impact on CAGR | Geographic Relevance | Impact Timeline | Ref |
| --- | --- | --- | --- | --- |
| Federal audit expansion (RADV, RAC) | 3.4 | North America | Short-term (≤2 yr) | [3][4] |
| Persistent improper payment rates | 2.8 | Global | Long-term (≥4 yr) | [1][2] |
| AI/ML model maturity in claims review | 2.6 | Global | Medium-term (2–4 yr) | [10] |
| Cloud migration off legacy cores | 1.9 | North America, Europe | Medium-term (2–4 yr) | [9] |
| Rising denial and appeal volumes | 1.7 | North America | Short-term (≤2 yr) | [10] |
| Emerging-market insurance formalization | 1.4 | Asia-Pacific, MEA | Long-term (≥4 yr) | [17] |
| False Claims Act enforcement pressure | 1.1 | North America | Medium-term (2–4 yr) | [6] |

### Federal Audit Expansion Resets Payer Procurement

CMS moved from sampling roughly 60 Medicare Advantage contracts per year to auditing all eligible contracts, while raising per-contract record samples from 35 enrollees to as many as 200 [[4]](https://www.proskauer.com/blog/cms-to-immediately-begin-auditing-medicare-advantage-plans-in-significant-expansion-of-enforcement-efforts). Federal estimates place Medicare Advantage overbilling near USD 17 billion annually [[14]](https://www.chartrequest.com/articles/radv-audits-2025). Plans facing extrapolated recoveries have shifted budget from post-payment recovery toward documentation defense, and that reallocation shows up directly in Healthcare Payment Integrity Market vendor bookings.

### Improper Payment Rates Refuse to Fall

Medicare fee-for-service paid more than USD 439 billion in claims during the FY2025 measurement window, of which USD 28.8 billion — 6.6% — was improper [[2]](https://www.aapc.com/blog/93992-hhs-releases-medicare-fee-for-service-improper-payments-rates-for-2025/). Coding errors have improved since the program began measurement, dropping from 1.2% of payments in 1996 to 0.7% in 2025 [[2]](https://www.aapc.com/blog/93992-hhs-releases-medicare-fee-for-service-improper-payments-rates-for-2025/), but insufficient documentation and medical-necessity failures persist. The Payment Integrity Information Act of 2019 obliges federal agencies to estimate, report and reduce these amounts annually [[13]](https://www.cms.gov/files/document/introduction-comprehensive-error-rate-testing-cert-program.pdf-0), which keeps procurement recurring rather than episodic.

### Model Maturity Moves Review Upstream

Denial rates now touch more than 10% of claims, with denial-related write-offs having tripled since 2018 [[10]](https://www.zelis.com/blog/payment-integrity-lessons-from-2025-and-what-payers-need-for-2026/). Coding-related denials rose 126% over three years [[10]](https://www.zelis.com/blog/payment-integrity-lessons-from-2025-and-what-payers-need-for-2026/). Vendors responded by embedding clinical edits at adjudication rather than after remittance. Payers buying into the Healthcare Payment Integrity Market increasingly evaluate vendors on prevented dollars, not recovered dollars — a materially harder benchmark that favors platforms with real-time inference.

### Cloud Economics Make the Business Case

Legacy adjudication cores impose maintenance costs that scale poorly against claim volume growth. Cloud-hosted edit engines let plans version rule libraries continuously instead of quarterly. HealthEdge and Zelis integrated core administration with an advanced payments platform specifically to cut custom code and reduce data-exchange friction [[9]](https://www.businesswire.com/news/home/20240815938633/en/HealthEdge-and-Zelis-Announce-Strategic-Partnership-to-Streamline-Healthcare-Payments), a template competitors have since copied.

## Restraints

## Restraints Impact Analysis

Restraint impacts are directional drags on the growth rate, estimated from procurement-cycle data and vendor churn indicators. They are not additive.

| Restraint | ~% Drag on CAGR | Geographic Relevance | Impact Timeline | Ref |
| --- | --- | --- | --- | --- |
| Provider abrasion and contract friction | 1.6 | North America | Medium-term (2–4 yr) | [10] |
| Data integration and record-retrieval cost | 1.3 | Global | Short-term (≤2 yr) | [15] |
| Algorithmic transparency and audit defensibility | 1.1 | North America, Europe | Long-term (≥4 yr) | [4] |
| Vendor service-quality gaps | 0.9 | Global | Short-term (≤2 yr) | [8] |
| Fragmented coding standards outside the US | 0.8 | Asia-Pacific, MEA | Long-term (≥4 yr) | [17] |

### Abrasion Caps How Aggressive Payers Can Be

Every payment that is stopped is a provider conflict waiting to happen. MDaudit benchmark data showed a 12% rise in denied dollars for outpatient and a 14% increase for inpatient claims and a 30% increase in at-risk dollars from external payer audits [[10]](https://www.zelis.com/blog/payment-integrity-lessons-from-2025-and-what-payers-need-for-2026/). Overdoing plans that push edit aggressiveness too far causes network defections and regulatory concerns. That ceiling constrains how much of the notional leakage pool the Healthcare Payment Integrity Market can realistically address.

### Record Retrieval Remains a Physical Bottleneck

Expanded RADV sampling leads to more requests for medical records from providers [[15]](https://ascopost.com/issues/july-25-2025/medicare-advantage-audits-are-expanding/). A large number of practices still pull information by fax, portal crawling and manual chart pulls. Until interoperability is achieved, audit throughput will be constrained by document logistics rather than analytic capabilities.

### Buyers Distrust Opaque Scoring

CMS has promised that certified human coders make the final decisions even when automatic tools flag records [[4]](https://www.proskauer.com/blog/cms-to-immediately-begin-auditing-medicare-advantage-plans-in-significant-expansion-of-enforcement-efforts). Vendors are held to the same standard by payers; a model that cannot sustain its logic will not survive an appeal. According to a KLAS survey, consumers across vendors are demanding improved reporting and real-time visibility, and several large incumbents have been criticized for poor follow-through [[8]](https://klasresearch.com/report/payment-accuracy-and-integrity-2025-shifting-focus-from-payment-recovery-to-error-prevention/3736).

## Opportunities

## Healthcare Payment Integrity Market Opportunities

### Pre-Payment Migration as a Product Category

The strategic focus has switched from healing to prevention. Vendors that make pre-adjudication adjustments to convert retrospective audit intellectual property generate higher-margin, stickier revenue. In 2024, Cotiviti reported that it precluded more than USD 9.5 billion in payment waste through improper-claim prevention [[7]](https://www.cotiviti.com/press-release/cotiviti-named-highest-designated-leader-by-everest-group-in-payment-integrity-solutions-peak-matrix-assessment-2025). The most addressable white space in the Healthcare Payment Integrity Market is replicating that outcome at mid-market plans.

### Emerging-Market Scheme Formalization

China's national insurance apparatus and India's Ayushman Bharat scheme both process claim volumes that dwarf most Western payers while operating with far thinner audit infrastructure. Asia-Pacific's 15.2% CAGR reflects the first wave of that buildout. Vendors willing to localize coding logic — rather than porting US edit libraries wholesale — will define the category there.

### Benchmark Data as a Monetizable Asset

Payment integrity vendors sit on longitudinal pricing and utilization data across hundreds of plans. Zelis analyzed 20 months of its own performance data to recalibrate its 2026 roadmap [[10]](https://www.zelis.com/blog/payment-integrity-lessons-from-2025-and-what-payers-need-for-2026/). Packaging anonymized benchmarks as a subscription layer converts an operational byproduct into recurring revenue independent of recovery volume.

### Provider-Side Platforms

Historically, the Healthcare Payment Integrity Market sold almost exclusively to payers. That is changing. Zelis acquired Rivet in January 2026 and built a provider-facing portal aggregating remittance and denial data from more than 550 payers [[12]](https://revcycleai.com/blog/zelis-vendor-deep-dive/). Serving both sides of the same dispute is commercially delicate but doubles the addressable base.

### Specialty Category Focus

Pharmacy, radiology, emergency department, anesthesia and behavioral health sit where coding complexity, documentation variability and policy change intersect [[10]](https://www.zelis.com/blog/payment-integrity-lessons-from-2025-and-what-payers-need-for-2026/). Purpose-built edit sets for these categories command premium pricing over generalized rule libraries.

## Future Outlook

## Healthcare Payment Integrity Market Future Outlook

### Autonomous Adjudication

By the early 2030s, the plausible end state is straight-through processing with exception-only human review. CMS has already paired automated record flagging with certified coder verification at scale [[4]](https://www.proskauer.com/blog/cms-to-immediately-begin-auditing-medicare-advantage-plans-in-significant-expansion-of-enforcement-efforts). Vendors are moving the same architecture into commercial adjudication. The economic prize is administrative cost per claim, and it favors whoever can demonstrate defensible reasoning alongside speed.

### Platform Consolidation

Capital has concentrated the field sharply. New Mountain Capital's combination of Rawlings, Apixio's payment integrity business, Varis and Machinify created an entity with revenue exceeding USD 500 million [[16]](https://www.fiercehealthcare.com/health-tech/new-mountain-capital-acquire-ai-company-machinify-form-5b-medical-payments-powerhouse). At the same time, KKR acquired a stake in Cotiviti in a transaction valued at nearly USD 11 billion [[16]](https://www.fiercehealthcare.com/health-tech/new-mountain-capital-acquire-ai-company-machinify-form-5b-medical-payments-powerhouse). Scale buys data breadth, and data breadth improves model performance — a compounding advantage that will keep the Healthcare Payment Integrity Market consolidating.

### Payer-Provider Convergence

The zero-sum framing of payment integrity is softening. The 2025 Hype Cycle identified intelligent prior authorization and AI-driven fraud detection as transformational payer capabilities [[10]](https://www.zelis.com/blog/payment-integrity-lessons-from-2025-and-what-payers-need-for-2026/). Both work better when providers can see the logic in advance. Expect shared-edit-library arrangements where plans publish their rules and providers code to them, shrinking the dispute pool.

### Regulatory Codification of AI Use

Algorithmic determinations in coverage and payment are drawing legislative attention across multiple US states and in EU AI Act implementation. Vendors serving the Healthcare Payment Integrity Market will need model documentation, bias testing and appeal pathways as shipped product features rather than compliance afterthoughts.

## Segment Insights

## Healthcare Payment Integrity Market Segmentation

### By Solution Type

| Segment | Metric | Primary Demand Driver |
| --- | --- | --- |
| Fraud, Waste & Abuse Detection | 35.9% share | Federal enforcement exposure |
| Payment Accuracy & Under-Payment Recovery | 16.4% CAGR | Margin recapture pressure |
| Coordination of Benefits & Eligibility | USD 3.15 Billion | Dual-coverage complexity |
| Clinical & Coding Validation | 15.3% share | Documentation-driven denials |
| Other Solutions | USD 1.08 Billion | Subrogation, credit balance |

Fraud, waste and abuse tooling remains the largest line because it maps directly to federal reporting obligations under statute [[13]](https://www.cms.gov/files/document/introduction-comprehensive-error-rate-testing-cert-program.pdf-0). Payment accuracy grows faster, though, because it addresses a broader error population — the majority of improper payments are documentation and coding failures, not fraud [[2]](https://www.aapc.com/blog/93992-hhs-releases-medicare-fee-for-service-improper-payments-rates-for-2025/). Within the Healthcare Payment Integrity Market, the accuracy segment is where mid-market plans make their first purchase.

### By Service Stage

| Segment | Metric | Primary Demand Driver |
| --- | --- | --- |
| Pre-Payment Integrity | 40.2% share | Prevention economics |
| Post-Payment Integrity | USD 5.84 Billion | Established recovery contracts |
| Concurrent / Continuous Review | 16.9% CAGR | Real-time adjudication capability |

Post-payment recovery still carries substantial installed revenue, but the growth has moved decisively upstream. Every dollar prevented avoids the recovery cost, the provider dispute and the appeal. Concurrent review — screening as claims move through adjudication — grows fastest because it captures prevention benefits without the latency penalty of full pre-payment holds.

### By Component

| Segment | Metric | Primary Demand Driver |
| --- | --- | --- |
| Software | 51.8% share | Platform standardization |
| Services | 16.9% CAGR | Advisory through full BPO |

Services outgrow software because most payers lack the internal analytics staffing to operate these platforms independently. Outcome-based service contracts, where vendors take a share of prevented or recovered dollars, remain the dominant commercial model in the Healthcare Payment Integrity Market.

### By Claim Type

| Segment | Metric | Primary Demand Driver |
| --- | --- | --- |
| Medical | 50.8% share | Volume and coding complexity |
| Pharmacy | USD 2.99 Billion | Specialty drug cost inflation |
| Dental & Vision | 15.0% CAGR | Under-audited claim population |
| Behavioral Health | 12.3% share | Utilization surge and policy change |

Medical claims remain the dominant segment within the payment integrity market, driven by high procedural volume and complex clinical coding requirements across inpatient and outpatient care settings. Dental & Vision is the fastest-growing segment, propelled by rising ancillary utilization and a historically under-audited claim population that attracts heightened payer scrutiny.

### By Deployment Model

| Segment | Metric | Primary Demand Driver |
| --- | --- | --- |
| Cloud-Based | 58.2% share | Continuous rule versioning |
| On-Premise | USD 5.87 Billion | Data residency and legacy integration |

Cloud-Based remains the dominant deployment model within the payment integrity and healthcare auditing market, driven by the need for continuous rule versioning, scalability, and automated updates. On-Premise is the fastest-growing legacy or specialized deployment model, sustained by strict data residency mandates and deep integration requirements with on-site hospital mainframe systems.

### By End User

| Segment | Metric | Primary Demand Driver |
| --- | --- | --- |
| Providers | 41.2% share | Denial defense and revenue cycle |
| Private Payers | USD 4.72 Billion | Medical loss ratio management |
| Public Agencies | 17.6% CAGR | Statutory reporting obligations |
| Third-Party Administrators | 7.8% share | Self-insured employer demand |

Public agencies grow fastest as federal and state programs internalize capability rather than outsourcing it wholesale. Providers hold the largest revenue block, a shift from a decade ago when the Healthcare Payment Integrity Market sold almost entirely to payers.

## Regional Market Share Analysis

## Regional Market Share Analysis

| Region | Metric (2025) | Primary Investment Themes |
| --- | --- | --- |
| North America | 39.6% share | Federal audit expansion, MA risk adjustment defense |
| Europe | USD 3.48 Billion | Statutory fund consolidation, cross-border claims |
| Asia-Pacific | 15.2% CAGR | National scheme buildout, greenfield cloud deployment |
| South America | 7.4% share | Private insurer modernization, regulatory formalization |
| Middle East & Africa | USD 0.80 Billion | Mandatory insurance rollout, sovereign health programs |
| Total | USD 14.05 Billion | — |

### North America

| Country | Share of Region | Key Driver |
| --- | --- | --- |
| US | 88.4% | RADV expansion across ~550 MA contracts |
| Canada | 8.1% | Provincial claims audit modernization |
| Mexico | 3.5% | IMSS and private insurer digitization |

The United States carries the region almost entirely, and federal policy sets the tempo. CMS notified Medicare Advantage organizations selected for payment year 2020 RADV audits in March 2026 and published an audit initiation schedule running through payment year 2025 [[6]](https://www.cms.gov/data-research/monitoring-programs/medicare-advantage-risk-adjustment-data-validation-radv-program/radv-announcements). A court decision forcing reversion to an older RADV methodology introduced uncertainty around recent audit validity [[11]](https://www.healthcaredive.com/news/cms-medicare-advantage-audits-radv-risk-adjustment-update/811320/), but the underlying enforcement direction has not changed. Canadian and Mexican demand tracks provincial and social-security digitization rather than adversarial audit.

### Europe

| Country | Metric | Key Driver |
| --- | --- | --- |
| Germany | 22.6% of region | Statutory sickness fund cost containment |
| UK | 20.4% of region | NHS counter-fraud authority mandates |
| France | 14.8% of region | Assurance Maladie claims verification |
| Italy | 9.7% of region | Regional health authority consolidation |
| Spain | 8.3% of region | Public-private claims reconciliation |
| Nordic Countries | 7.9% of region | Digital-first payer infrastructure |
| Russia | 4.6% of region | Compulsory insurance fund oversight |
| Rest of Europe | 11.7% of region | EU cross-border directive compliance |

Europe's structure differs fundamentally from North America's. Single-payer and statutory-fund systems generate less adversarial audit volume but far more pressure on administrative efficiency. Germany's sickness funds and the UK's counter-fraud apparatus buy prevention tooling to hold per-capita administrative cost flat against demographic pressure. Adoption is steadier and less cyclical than the American market, which makes Europe attractive for vendors seeking revenue predictability.

### Asia-Pacific

| Country | Metric | Key Driver |
| --- | --- | --- |
| China | 28.4% of region | National medical insurance fund audit mandate |
| India | 19.6% of region | Ayushman Bharat claims scrutiny |
| Japan | 18.2% of region | Aging-population cost containment |
| South Korea | 10.5% of region | HIRA claims review automation |
| ASEAN | 13.8% of region | Universal coverage scheme rollout |
| Rest of Asia-Pacific | 9.5% of region | Private insurer expansion |

Asia-Pacific grows fastest because it starts furthest behind. Regional payers are deploying cloud platforms without the mainframe migration burden their Western counterparts carry, which compresses implementation timelines dramatically. China's centralized fund oversight and South Korea's HIRA review infrastructure both generate claim volumes suited to automated screening. The constraint is coding standardization, not capital.

### South America

| Country | Metric | Key Driver |
| --- | --- | --- |
| Brazil | 54.7% of region | ANS-regulated operator compliance |
| Argentina | 18.3% of region | Obra social fund reconciliation |
| Rest of South America | 27.0% of region | Private insurance penetration growth |

Brazil dominates on the strength of its regulated supplementary health sector, where ANS oversight obliges operators to demonstrate claims-handling discipline. Argentina's union-administered funds face reconciliation challenges that create demand for eligibility and coordination tooling. The regional constraint is currency volatility, which pushes buyers toward consumption-based pricing over multi-year licenses.

### Middle East & Africa

| Country | Metric | Key Driver |
| --- | --- | --- |
| Saudi Arabia | 27.8% of region | Mandatory insurance under Vision 2030 |
| UAE | 22.4% of region | Emirate-level coverage mandates |
| South Africa | 19.6% of region | Medical scheme fraud oversight |
| Egypt | 11.5% of region | Universal health insurance rollout |
| Rest of MEA | 18.7% of region | Sovereign health program expansion |

Gulf states are building payment oversight into new insurance mandates from inception rather than retrofitting it, which favors integrated platform vendors over point solutions. South Africa's medical schemes have the region's most mature fraud-detection practice, driven by regulator pressure on scheme solvency. Egypt's phased universal coverage rollout represents the region's largest single greenfield opportunity within the Healthcare Payment Integrity Market.

## Competitive Benchmarking

## Competitive Benchmarking

Concentration sits in the medium band. Market Research Future estimates a Herfindahl-Hirschman Index between 800 and 1,100, with the top five vendors holding an estimated 38–46% of global revenue. The tail is long and specialized: dozens of firms serve single claim types or single regulatory programs. Consolidation is active but has not yet produced a dominant platform.

| Company | Est. Revenue Share Range | Key Offerings for Healthcare Payment Integrity Market | Strategic Positioning |
| --- | --- | --- | --- |
| Cotiviti | ~12–15% | Prepayment and postpayment accuracy, risk adjustment, quality | Broadest portfolio; named highest-designated Leader by in 2025 [7] |
| Optum (incl. Change Healthcare) | ~11–14% | End-to-end claims editing, FWA analytics, network integrity | Scale advantage via UnitedHealth data assets |
| Machinify (incl. Rawlings, Apixio PI, Varis, Performant) | ~6–9% | AI-native audit, COB, Medicare RAC programs | Roll-up backed by New Mountain Capital [16] |
| Zelis | ~5–8% | Claims editing, payments optimization, provider-facing insights | Serves 750+ payers; expanding to provider side [9][12] |
| Conduent | ~4–6% | Government program integrity, Medicaid audit BPO | Public-sector contract depth |
| EXL Service | ~3–5% | Analytics-led payment accuracy, clinical review | Offshore delivery cost advantage |
| Gainwell Technologies | ~3–5% | State Medicaid program integrity platforms | Entrenched state-government footprint |
| HealthEdge (Source) | ~2–4% | Prospective editing integrated with core administration | Bundled with adjudication platform [9] |
| Lyric | ~2–4% | Cloud-native editing and claims accuracy | Recognized in KLAS 2025 for value delivery [8] |
| Codoxo | ~1–3% | Generative-AI cost containment and FWA | Partnership-led distribution |
| ClarisHealth | ~1–2% | Pareo payment integrity operations platform | Mid-market orchestration niche |

## Recent News & Developments

## Recent News & Developments

- New Mountain Capital (January 2025): Announced acquisition of Machinify to combine with Rawlings, Apixio's payment integrity business and Varis, forming an entity with revenue above USD 500 million and rebranding under the Machinify name [[16]](https://www.fiercehealthcare.com/health-tech/new-mountain-capital-acquire-ai-company-machinify-form-5b-medical-payments-powerhouse)
- CMS (May 2025): Announced immediate expansion of RADV audits to all eligible Medicare Advantage contracts — roughly 550 plans annually, up from about 60 — with per-contract samples rising from 35 to as many as 200 enrollees [[3]](https://www.cms.gov/newsroom/press-releases/cms-rolls-out-aggressive-strategy-enhance-accelerate-medicare-advantage-audits)[[4]](https://www.proskauer.com/blog/cms-to-immediately-begin-auditing-medicare-advantage-plans-in-significant-expansion-of-enforcement-efforts)
- CMS (September 2025 target): Committed to expanding its certified medical coder workforce from 40 to approximately 2,000 to support accelerated audit throughput [[3]](https://www.cms.gov/newsroom/press-releases/cms-rolls-out-aggressive-strategy-enhance-accelerate-medicare-advantage-audits)
- Cotiviti (May 2025): Named highest-designated Leader in its Payment Integrity Solutions PEAK Matrix Assessment 2025; disclosed elimination of more than USD 9.5 billion in payment waste during 2024 [[7]](https://www.cotiviti.com/press-release/cotiviti-named-highest-designated-leader-by-everest-group-in-payment-integrity-solutions-peak-matrix-assessment-2025)
- Machinify (October 2025): Completed acquisition of Performant Healthcare, which was delisted from Nasdaq; Performant's clinical audit operations covered more than 100 million commercial lives pre-transaction [[16]](https://www.fiercehealthcare.com/health-tech/new-mountain-capital-acquire-ai-company-machinify-form-5b-medical-payments-powerhouse)
- KLAS Research (October 2025): Published Payment Accuracy & Integrity 2025, finding customer sentiment shifting from recovery toward error prevention and flagging service-quality gaps at several large incumbents [[8]](https://klasresearch.com/report/payment-accuracy-and-integrity-2025-shifting-focus-from-payment-recovery-to-error-prevention/3736)
- CMS (December 2025): Reported FY2025 Medicare fee-for-service improper payment rate of 6.55%, representing USD 28.83 billion, in the HHS Agency Financial Report [[1]](https://www.cms.gov/data-research/monitoring-programs/improper-payment-measurement-programs/comprehensive-error-rate-testing-cert)[[2]](https://www.aapc.com/blog/93992-hhs-releases-medicare-fee-for-service-improper-payments-rates-for-2025/)
- Zelis (January 2026): Acquired Rivet and launched a provider-facing portal consolidating ACH payments, remittance data and denial insights from more than 550 payers [[12]](https://revcycleai.com/blog/zelis-vendor-deep-dive/)

## Frequently Asked Questions

**Q: How should a mid-market health plan structure a first payment integrity contract?**
A: Start with outcome-based pricing tied to prevented dollars rather than a fixed license. Insist on a 90-day parallel run against current adjudication so you can measure incremental catch rate before committing. [8]

**Q: What separates vendors in the Healthcare Payment Integrity Market beyond catch rate?**
A: Appeal survivability. A vendor whose flagged claims get overturned on provider appeal creates net cost, not savings. Ask for overturn rates by edit category before signing. [8]

**Q: Does buying in the Healthcare Payment Integrity Market create provider network risk?**
A: Yes, if edit aggressiveness outpaces provider communication. Plans that publish their edit logic in advance see materially fewer disputes than those that surprise providers at remittance. [10]

**Q: How long does a typical implementation take?**
A: Cloud-native deployments run four to seven months; integrations against legacy mainframe cores routinely exceed twelve. Data mapping, not model tuning, consumes most of that timeline. [9]

**Q: What should buyers ask about AI model governance?**
A: Request model documentation, bias testing results, and the human-review threshold. CMS itself requires certified coders to make final determinations on automated flags — hold vendors to the same standard. [4]

**Q: Is the Healthcare Payment Integrity Market viable outside the United States?**
A: Increasingly, though edit libraries do not port. Coding systems, benefit designs and dispute law differ enough that vendors must rebuild clinical logic per jurisdiction rather than translate it. [17]

**Q: Should providers buy payment integrity tooling defensively?**
A: Providers facing rising external audit exposure benefit from pre-submission documentation review. Denied dollars rose 12% for outpatient and 14% for inpatient claims in recent benchmark data, making defensive investment straightforwardly economic. [10]


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