Key Features

• RevFind ingests a practice's payer contract terms and claims/remittance data to identify underpayments and denial patterns at the claim level, and lets staff assign and track investigation/appeal tasks in one place.
• PayerMonitor uses AI to extract and structure key terms from payer contracts, centralizes agreements in a single searchable repository, and surfaces changes across contract versions.
• Clarity Flow generates patient out-of-pocket cost estimates, auto-sends Good Faith Estimates via email/text/letter to support No Surprises Act compliance, and lets patients make upfront deposits or select payment plans directly from their estimate.
• Processed workflows for over 100 million patient encounters, audited 150 million+ claims and remittances, and identified $1.9 billion+ in appealable denials and $1.5 billion+ in total underpayments across its customer base - these are vendor-reported cumulative platform statistics, not independently audited figures.
• MD Clarity offers optional add-on human-staffed services (Underpayment Recovery and Denial Recovery) alongside its software, for organizations that want expert follow-through rather than only self-service tooling.
• The vendor explicitly states who the product is not built for: insurance companies, organizations looking to fully outsource RCM (versus automate in-house), and organizations looking for a practice-management system a level of explicit positioning/scope transparency not common among vendors in this directory.

Compliance & Security

• HIPAA Compliance: Yes
• FDA Status: Not applicable. MD Clarity is administrative/financial revenue-cycle software (underpayment detection, contract management, patient estimating), not a clinical device; no FDA filing was found or would be expected for this product category.

Integration & Workflow

• Vendor describes itself as "integration-agnostic," supporting HL7, FHIR, X12 EDI 835/837, flat-file transfer, and direct connections to reporting servers/data warehouses, with "pre-built integrations" stated for "most major practice management systems" without naming them explicitly.
• Platform: Cloud-based web platform, unlimited users per license (no per-seat pricing).
• Onboarding/setup: The vendor states integrations require "minimal setup" for most major practice management systems, but no specific implementation timeline was disclosed in the pages reviewed.

Pricing & Access

• Not publicly listed as fixed rates; packages are customized based on organizational workflows/needs, offered as unlimited-user licenses, either à la carte (single product) or as a bundled subscription, with the exact cost dependent on a request for a customized quote.

Doxiverse Assessment: Strengths & Limitations

• Strengths: MD Clarity is transparent about platform-wide usage scale and explicitly states who the product is and is not built for on its own pricing page, which is a level of self-scoping candor not common among vendors profiled in this directory. Its unlimited-user, non-per-seat pricing model (rather than per-provider or per-seat licensing) is a distinctive commercial structure worth noting for buyers comparing total cost of ownership. The optional human-staffed recovery services (versus software alone) may appeal to smaller organizations without dedicated in-house denial/underpayment-recovery staff.
• Limitations/Risks: No specific named EHR/practice-management integration is confirmed on the vendor's own Integrations page - buyers should independently confirm pre-built compatibility with their specific system before purchasing, since describes integration methods (HL7, FHIR, X12) rather than naming specific platforms. Pricing requires a sales conversation with no published starting rate.

Ideal User Profile

• Best for: Physician group practices, MSOs, and mid-size specialty organizations seeking to bring payer-underpayment detection, contract management, and patient-estimate/No Surprises Act compliance in-house rather than fully outsourcing RCM.
• Not ideal for: Organizations seeking a full outsourced RCM/billing service or a practice-management/EHR system replacement (the vendor explicitly states it is not this either, per its own pricing page); also less immediately ideal for buyers who need a pre-confirmed, named integration with their specific EHR before a sales conversation.

Disclaimer - This profile was compiled from publicly available sources including the vendor's own website, regulatory filings, press coverage, and independent research. Vendor claims are labeled as such and have not been independently audited by Doxiverse. Product features, pricing, certifications, and regulatory status change frequently and may no longer be current; verify all details directly with the vendor before making a purchasing decision. The "Doxiverse Assessment" and "Ideal User Profile" sections reflect Doxiverse's independent editorial analysis based on available sources at the time of writing, not the vendor's endorsement, and the vendor may disagree with this characterization. This profile is provided for informational purposes only and does not constitute a recommendation, endorsement, or professional/legal/clinical advice. Report inaccuracies to contact@doxiverse.com