What Medicomp Systems does

Medicomp Systems is a privately held clinical informatics company founded in 1978 and headquartered in Herndon, Virginia. It builds the Quippe Clinical Intelligence Engine and the underlying MEDCIN knowledge engine — a proprietary graph-based clinical knowledge system containing more than 430,000 clinical concepts, 100 million+ diagnostic relevancy links, and 10 million+ mappings to standard healthcare terminologies (ICD-10, CPT, SNOMED, LOINC, RxNorm). The platform delivers point-of-care clinical documentation, intelligent data filtering, HCC risk adjustment, nursing care planning, and FHIR-based interoperability to hospitals, health systems, and EHR vendors globally. Its customer base includes large health systems such as Holy Name Medical Center (US) and Institut Jantung Negara (Malaysia), with distribution through direct enterprise sales, OEM/embedded integration with EHR platforms (e.g., CPSI's Evident), and the APUK Co., Ltd. channel partnership across Southeast Asia.

Medicomp's product portfolio is structured as a platform-plus-modules architecture: the Quippe Clinical Intelligence Engine serves as the foundation, with Clinical Workspace for documentation, Clinical Lens for clinical data filtering, HCC Risk Optimizer for risk adjustment, Quippe Nursing for care planning, AI-Enablement Tools (launched Feb 2026) for healthcare AI validation, and solution areas covering clinical quality measurement, EHR documentation, interoperability, value-based care, and global digital health transformation. Revenue is generated through enterprise annual subscription licensing of the Quippe suite plus professional services for implementation, training, and customization. Pricing is quote-based with no public tiers, reflecting an enterprise B2B sales motion targeting large hospital systems and EHR vendors. Reported customer outcomes include 50% reductions in nursing documentation time, 20% improvements in revenue capture through HCC optimization, and 95% adoption of electronic clinical documentation within 90 days of go-live.

Medicomp is led by President and CEO David Lareau (20+ years with the company) following the 2024 passing of founder Peter Goltra, with CMO Dr. Jay Anders, CTO Dan Gainer, and a clinical knowledge management team that includes multiple physicians and clinical terminology specialists. The company claims a 45+ year track record, inclusion of MEDCIN in the UMLS Metathesaurus since 2008, and academic collaborations with Cornell, Harvard, Johns Hopkins, and the Department of Defense Military Health System. There is no disclosed external venture or growth equity funding, and the company remains privately held under founder-family continuity.

Name

Medicomp Systems

Legal name

Medicomp Systems, Inc.

Website

https://medicomp.com

Company type

Private

Founded year

1978

Operating status

Operating

Headcount range

11–50 employees

Short description

Medicomp Systems, founded in 1978, provides the Quippe Clinical Intelligence Engine and MEDCIN knowledge graph to hospitals, health systems, and EHR vendors for point-of-care documentation, clinical decision support, HCC risk optimization, and FHIR-based interoperability.

Ownership category

akta.pro rank

Product category

Healthcare Clinical Intelligence Software

NAICS

Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Health Services (8000)

akta.pro primary industry

Diagnostic & Triage Decision Support (HLACAGAA)

akta.pro secondary industries

Clinical & Translational Informatics (Clinical Data Integration/Real-World Data for R&D) (HLAGAJAF), Care Management & Coordination Platforms (case/disease management workflows) (HLACAHAD)

Keywords

• Clinical decision support
• Clinical documentation software
• EHR clinical intelligence
• Healthcare data interoperability
• Medical knowledge engine

Headquarters

HQ city

Chantilly

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales

Revenue model

1. Software Licensing: Quippe suite of clinical intelligence solutions licensed to healthcare organizations and EHR vendors. Licensing model includes integration into existing EHR systems and deployment within health systems.
2. Professional Services: Implementation, training, and customization services provided through direct teams and channel partners like APUK Co., Ltd. for regional deployments.

Pricing tiers

Go-to-market motion4 records

Distribution channels4 records

Marketing channels6 records

Core offering

Medicomp Systems builds and licenses the Quippe suite of clinical intelligence software, powered by its proprietary MEDCIN clinical knowledge engine. The platform delivers diagnostically connected point-of-care documentation, clinical decision support, value-based care coding optimization, nursing care planning, and FHIR-based interoperability to hospitals, health systems, and EHR vendors worldwide.

Product overview

Medicomp Systems offers a platform-plus-modules architecture built on the Quippe Clinical Intelligence Engine, which is powered by the MEDCIN clinical knowledge engine. The core Quippe engine provides diagnostically connected data through 430,000+ clinical concepts and 100+ million clinical relevancy links. The product portfolio includes six integrated modules: Clinical Lens (intelligent clinical data filtering), Clinical Workspace (dynamic documentation), HCC Risk Optimizer (risk adjustment coding), Nursing (care planning), and AI-Enablement Tools. Additionally, the company provides five solution areas addressing Clinical Quality Measurement, EHR Documentation, Data Interoperability, Value-Based Care, and Global healthcare IT. All products leverage the MEDCIN Engine as the foundational knowledge layer and integrate via API for FHIR-based interoperability.

Differentiator

Problem solved

Functional benefit

Brands

• Quippe: Quippe is the flagship suite of clinical intelligence solutions including the Clinical Intelligence Engine, Clinical Workspace, Clinical Lens, HCC Risk Optimizer, and Nursing modules.
• MEDCIN

Products and services

• Quippe Clinical Intelligence Engine Web-ready clinical AI engine built on top of MEDCIN, designed for next-generation clinical systems. Provides diagnostically connected data, a clinical knowledge graph, and a reasoning engine that turns medical data from any source into actionable information for EHR vendors and healthcare organizations.
• MEDCIN Engine The clinical knowledge engine that presents relevant clinical concepts for any patient presentation in under a second. Contains 430,000+ clinical concepts, 100M+ clinical relevancy links across 100k+ diagnoses, and 10M+ mappings to terminologies including ICD-10, CPT, SNOMED, LOINC, and RxNorm.
• Clinical Lens Filters disparate clinical data at the point of care to support clinical decision-making. Organizes and interprets patient data through intelligent chart analysis, providing problem-based longitudinal patient history and clinically intelligent filtering regardless of data source.
• Quippe Clinical Workspace Dynamic, multi-modal clinical documentation workflow designed to anticipate clinicians' train of thought. Delivers efficient, data-driven EHR documentation that improves coding accuracy, workflow efficiency, and point-of-care productivity.
• Quippe HCC Risk Optimizer HCC audit-proofing, risk calculation, and documentation auditing solution for Medicare Advantage and value-based care programs. Calculates Hierarchical Condition Category (HCC) Risk Adjustment Factor (RAF) scores and enables accurate HCC documentation at the point of care.
• Quippe Nursing Industry's first dedicated care planning and clinical documentation solution for nurses. Uses Clinical Care Classification (CCC) terminology, supports evidence-based care plans, and enables audit-proof documentation with multidisciplinary care planning.
• Quippe AI-Enablement Tools New suite of AI-enabled clinical intelligence tools designed to enhance responsible AI use in healthcare with focus on data validation and clinical workflows. Improves data accuracy, reduces risks, and integrates seamlessly into clinical environments.

Quantifiable outcome

• 100% increase in point-of-care productivity (nursing documentation time cut by 50%)
• +4 more outcomes

Named customers3 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability8 records

Feature8 records

Partnerships

Five partnerships are on record, tiered core and minor.

• APUK Co., Ltd.coreImplementation/ SI/ Consulting PartnerRegional implementation partner for Southeast Asia markets including Malaysia, Thailand, and surrounding regions. APUK, led by founder Piyanun Yenjit, provides deployment, training, and ongoing support for Quippe implementations. Partnered with Medicomp on IJN Malaysia's digital transformation and HIMSS EMRAM Stage 7 achievement. Also serves as Medicomp Thailand operations.
• Cornell UniversityminorStrategic or Co-development PartnerAcademic medical partnership for clinical knowledge engineering; physicians from Cornell have provided input and expertise in developing MEDCIN engine over decades.
• Harvard UniversityminorStrategic or Co-development PartnerAcademic medical partnership for clinical knowledge engineering; contributed to development of MEDCIN engine and Quippe Clinical Knowledge Graph.
• Johns Hopkins UniversityminorStrategic or Co-development PartnerAcademic medical partnership contributing clinical expertise to Medicomp's knowledge base development and refinement.
• Department of Defense Military Health SystemminorStrategic or Co-development PartnerFederal healthcare partnership providing clinical input for MEDCIN engine development; contributed to enterprise-wide EHR systems development.

Scale indicators13 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Epic Systems: Epic is the dominant hospital EHR and increasingly bundles its own clinical decision support, HCC coding tools, and AI capabilities (e.g., Cosmos). Epic competes broadly with Quippe's EHR-integrated intelligence, though many health systems continue to embed third-party intelligence like Quippe within Epic.
• Wolters Kluwer Health: Wolters Kluwer offers UpToDate, Medi-Span drug data, and clinical decision support solutions used by hospitals and EHRs. Its clinical knowledge and decision-support capabilities overlap with Quippe's clinical intelligence and HCC risk adjustment modules, but as one offering among many in a large information services portfolio.
• Oracle Health (Cerner): Oracle Health's Cerner Millennium EHR includes clinical decision support and documentation capabilities and is being extended with Oracle Clinical Digital Assistant. It competes broadly in the same hospital IT footprint as Medicomp but as part of a much larger enterprise software portfolio.
• Microsoft (Nuance DAX Copilot): Nuance DAX Copilot (acquired by Microsoft) provides ambient clinical documentation and AI-powered clinical intelligence integrated with Microsoft Cloud for Healthcare and Dragon Medical. It overlaps with Quippe's documentation and clinical intelligence offerings but as part of a much broader Microsoft portfolio.

Emerging players

• Hippocratic AI: Hippocratic AI builds safety-focused large language models for healthcare, including clinical documentation and care coordination. It is a newer AI-native entrant that competes with Quippe's clinical intelligence layer on next-generation documentation and decision support workflows.
• Health Catalyst: Health Catalyst provides a healthcare data and analytics platform with some clinical content and decision support functionality. It targets similar hospital and health system buyers and overlaps thematically on data normalization, value-based care analytics, and quality measurement.

Direct peers

• Intelligent Medical Objects (IMO): IMO provides clinical terminology and interface terminology used within EHRs to normalize diagnoses, problems, and findings—directly analogous to Medicomp's MEDCIN engine and Quippe Clinical Intelligence Engine. Both monetize through OEM/embedded relationships with EHR vendors and serve the same clinical data normalization use case.
• Solventum (formerly 3M Health Information Systems): Solventum's HIS division (including M*Modal) provides clinical documentation, speech recognition, and computer-assisted coding used by hospitals to capture and structure clinical notes. It competes directly with Quippe Clinical Workspace and HCC Risk Optimizer across the same hospital customer base.
• First Databank (FDB): FDB provides clinical drug knowledge, medication decision support, and patient-specific dosing guidance embedded within EHRs. It is comparable to Medicomp's medication/treatment content within MEDCIN and overlaps on point-of-care clinical decision support and terminology mapping.

Others

• Amazon Comprehend Medical: Amazon Comprehend Medical is a HIPAA-eligible NLP service that Medicomp explicitly integrates with to extract structured data from clinical text. It is an enabling/ecosystem partner rather than direct competitor, but its underlying medical NLP capabilities partially overlap with Medicomp's clinical data normalization layer.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/MedicompSys
• LinkedInlinkedin.com/company/medicomp-systems

Revenue estimate

Valuation estimate

Number of profiles

Profiles10 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Medicomp Systems