What Intelligent Medical Objects does

Intelligent Medical Objects (dba IMO Health) is a private healthcare technology company founded in 1994 and headquartered in Rosemont, Illinois. The company provides clinical data intelligence solutions built around a proprietary clinical terminology platform used daily by over 90% of US healthcare professionals. Its core asset is the IMO Knowledge Graph, a clinician-built ontology that connects clinical language, concepts, and standard codes (ICD-10-CM, SNOMED CT, CPT, LOINC, RxNorm, HCPCS, CMS HCC) into a unified context layer derived from 30 years of real-world EHR data and continuously maintained by physicians, terminologists, AI scientists, and clinical informaticists. The platform is delivered through IMO Studio, a cloud-based SaaS hub launched in July 2023 that consolidates access to terminology, NLP, value sets, and APIs.

IMO Health's product portfolio includes IMO Core (problem list and clinical documentation), IMO Core Periop (surgical scheduling and OR efficiency), IMO Core Procedure (procedure, lab, and organism terminology), IMO Core Global (international markets), IMO Precision Normalize (NLP-based data standardization processing up to 300,000 terms per minute), IMO Precision Sets (value set management), IMO Clinical AI (domain-specific LLMs with RAG and a 50+ module NLP pipeline trained on 5 million clinical terms), Clinical Trials Solution, and Systematic Literature Review. Solutions integrate natively with Epic and other major EHR systems and are distributed through direct enterprise sales, an API-first Developer Portal, channel partnerships with Redox, and an OEM-style health tech ecosystem that includes Abridge, Tempus, and Suki.

IMO Health generates revenue primarily through recurring SaaS subscriptions (annual or multi-year contracts) for IMO Core, IMO Precision Normalize, IMO Precision Sets, IMO Clinical AI, and IMO Studio, supplemented by professional services for EHR integrations and terminology migrations, and usage-based API access through the Developer Portal. Its customer base spans four verticals: health systems and provider organizations (Cedars-Sinai, Johns Hopkins, MetroHealth, McLeod Health, Sharp HealthCare, Piedmont, Duly Health, Nationwide Children's, CVS Health, NextGen Healthcare), life sciences and pharmaceutical companies (Merck, Regeneron, Norstella), health technology companies (Redox, Abridge, Suki, Tempus), and health plans and payers. Reported quantifiable outcomes include 98% coding accuracy, 92% reduction in manual data quality tasks, 10x ROI on coding set implementation, $23M potential Medicare Advantage reimbursement increase within six months, and 57% reduction in Medicare inpatient-only denials. The company is backed by Warburg Pincus and Ascension Ventures and acquired NLP analytics firm Melax Technologies in May 2023.

Name

Intelligent Medical Objects

Legal name

Intelligent Medical Objects, Inc.

Website

https://www.imohealth.com

Company type

Private

Founded year

1994

Operating status

Operating

Headcount range

251–500 employees

Short description

Intelligent Medical Objects (IMO Health) provides AI-native clinical data intelligence software for health systems, payers, life sciences, and health tech companies. Its clinician-built terminology, Knowledge Graph, and NLP platform standardize clinical data and improve coding, documentation, and risk adjustment accuracy.

Ownership category

akta.pro rank

Product category

Clinical Data Intelligence Software

NAICS

Software Publishers (5132), Software Publishers (513210), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Terminology Services & Semantic Interoperability (SNOMED/LOINC/RxNorm mapping) (HLACABAJ)

akta.pro secondary industries

Healthcare Master Data Management (MDM) & Patient/Provider Identity Data (HLACAIAB), Medical Billing & Coding Automation (HLACACAA), Data Labeling & Annotation Services (HDAAALAB)

Keywords

• Clinical terminology
• Medical data intelligence
• Healthcare NLP
• EHR coding solutions
• Clinical documentation software

Headquarters

HQ city

Northbrook

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, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Subscription / SaaS Licenses: Annual or multi-year subscriptions for access to IMO Core, IMO Precision Normalize, IMO Precision Sets, IMO Clinical AI, and IMO Studio platform. Pricing based on organization size, volume, and modules selected.
2. Professional Services & Implementation: Implementation, training, and ongoing support services for enterprise deployments including EHR integrations, terminology migrations, and custom configurations.
3. API Access & Developer Tools: API-first distribution through IMO Studio and Developer Portal, enabling health tech partners to integrate clinical terminology and NLP capabilities into their applications.

Pricing tiers

Go-to-market motion3 records

Distribution channels5 records

Marketing channels7 records

Core offering

Intelligent Medical Objects (IMO Health) sells clinical terminology, medical code mapping, and AI-powered clinical data intelligence software to healthcare organizations. Its products standardize how clinicians document, code, and exchange clinical data across EHR systems, and provide NLP-driven data normalization, value set management, and knowledge graph services for health systems, life sciences firms, payers, and health tech companies.

Product overview

IMO Health (Intelligent Medical Objects) offers a unified clinical data intelligence platform with a modular architecture. The core offering includes IMO Core (problem lists, documentation, coding), IMO Core Periop (surgical workflows), and IMO Core Procedure (lab/procedure terminology), all powered by the foundational Knowledge Graph ontology. The IMO Health Platform serves as the knowledge layer for health tech, while specialized modules include IMO Precision Normalize (NLP data standardization), IMO Precision Sets (value set management), IMO Clinical AI (LLM and NLP pipeline capabilities), IMO Studio (cloud-based SaaS access hub), Clinical Trials Solution (patient identification), and Systematic Literature Review (evidence generation). Solutions target provider, life sciences, health tech, and payer organizations across denials prevention, risk adjustment, clinical documentation, and research applications.

Differentiator

Problem solved

Functional benefit

Products and services

• IMO Core Clinical documentation and problem list solution providing comprehensive medical terminology mapped to ICD-10-CM, SNOMED CT, CMS HCC, and other coding systems, used by hospitals and physician practices to improve documentation specificity and coding accuracy.
• IMO Core Periop Surgical scheduling and OR efficiency solution that maintains procedure terms with accurate CPT and HCPCS code mappings to support revenue cycle performance and perioperative workflows for hospitals and health systems.
• IMO Core Procedure Procedure, lab, and organism terminology solution that maintains care service terms and code mappings in EHR dictionaries, supporting consistent clinician documentation with CPT, ICD-10-PCS, LOINC, HCPCS, and SNOMED CT.
• IMO Core Global International edition of the IMO Core clinical documentation solution designed for healthcare organizations outside the United States.
• IMO Precision Normalize NLP-powered data standardization solution that extracts clinical concepts from unstructured free text and maps them to standard medical codes, processing up to 300,000 terms per minute with flexible SaaS, API, or on-premise deployment.
• IMO Precision Sets Value set management solution that streamlines creation and maintenance of patient cohort definitions for quality reporting, reimbursement, and research, with pre-built value sets for oncology, behavioral health, and chronic conditions.
• IMO Studio Cloud-based SaaS platform providing unified access to IMO Health's clinical terminology, code sets, APIs, and data quality management tools through a single entry point with user-level entitlement and audit logs.
• IMO Clinical AI Clinical AI solution featuring proprietary large language models, retrieval-augmented generation, and 50+ NLP pipeline modules trained on 5 million clinical terms, used for clinical decision support, systematic literature review, and ambient documentation.
• Knowledge Graph Foundational clinical ontology connecting clinical language, concepts, and codes into a unified context layer with millions of concepts, relationships, and mappings built from 30 years of real-world EHR data, used to ground AI models in precise clinical truth.
• IMO Health Platform Clinical data intelligence platform providing a foundational context layer for health tech and life sciences solutions, leveraging 30 years of physician-note learning to make clinical data more specific and reduce manual data quality tasks.
• Clinical Trials Solution EHR-native clinical trial activation solution that accelerates feasibility, site activation, and patient identification by activating inclusion/exclusion criteria directly within EHR workflows for life sciences organizations.
• Systematic Literature Review AI-powered systematic literature review solution that automates article screening, data extraction, and evidence synthesis using provider-native terminology and explainable AI with human-in-the-loop oversight for life sciences research teams.

Quantifiable outcome

• 98% accuracy for primary and secondary ICD-10-CM codes
• +12 more outcomes

Named customers16 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability8 records

Feature5 records

Partnerships

Five partnerships are on record, tiered core and minor.

• Melax TechnologiescoreStrategic or Co-development Partner · 1 May 2023IMO acquired Melax Technologies in May 2023 to strengthen NLP-driven analytics and business intelligence offerings, expanding IMO Health's natural language processing capabilities for clinical data extraction and standardization.
• AORN (Association of periOperative Registered Nurses)coreStrategic or Co-development PartnerDeveloped in partnership with AORN, IMO Core Periop incorporates perioperative nursing best practices and terminology standards to enhance surgical scheduling, OR efficiency, and perioperative workflows across health systems.
• RedoxcoreTechnology or IntegrationStrategic partnership enabling IMO Health terminology and NLP capabilities to flow through Redox's clinical data integration network, enhancing clinical data quality across participating healthcare organizations.
• EpiccoreTechnology or IntegrationIMO Core integrated natively into Epic EHR workflows. Epic clients given priority access to IMO Studio platform upgrades. IMO Health solutions available through Epic's App Orchard marketplace.
• Panda HealthminorChannel Partner/ Reseller/ DistributorPanda Health partnership for market development and distribution of IMO Health solutions through the Panda Health marketplace for health system technology.

Scale indicators13 records

Recent moves6 records

Expansion highlights7 records

Emerging players

• Abridge: Abridge is a leading ambient AI scribe that generates structured clinical documentation from patient-provider conversations, and is a direct partner of IMO Health that uses IMO terminology to ground its outputs. It represents both an ecosystem partner and a long-term competitive vector in clinical documentation AI.
• Suki AI: Suki is an AI clinical assistant / ambient scribe for physicians, partnered with IMO Health to embed IMO terminology within its documentation workflows. It competes with IMO Clinical AI in the AI-augmented documentation layer while leveraging IMO's terminology backbone.

Direct peers

• Health Catalyst: Health Catalyst is a healthcare data and analytics platform provider serving health systems and life sciences with data warehousing, analytics, and value-based care solutions. It competes with IMO Health's platform play in clinical data intelligence, value sets, and life sciences RWD.
• Veradigm (Allscripts): Veradigm (formerly Allscripts) provides EHR and clinical documentation tools with embedded terminology and decision support. It competes with IMO Health for terminology and documentation improvement business across non-Epic EHR footprints.
• Dolbey: Dolbey provides speech recognition, computer-assisted coding, and clinical documentation improvement solutions, primarily for US health systems. It is a smaller but direct competitor to IMO Health in the coding/documentation AI and NLP layer.

Broad incumbents

• Wolters Kluwer Health: Wolters Kluwer Health provides clinical terminology, decision support, and drug information solutions (including UpToDate, Lexicomp, Medi-Span) used across health systems and life sciences. It competes with IMO Health in clinical reference content, terminology mapping, and integrated EHR workflows.
• Nuance (Microsoft): Nuance (acquired by Microsoft) provides Dragon Medical One ambient and speech-recognition-driven clinical documentation, with embedded NLP and coding assistance. It competes with IMO Clinical AI and Precision Normalize as an EHR-integrated AI documentation layer, particularly in Epic environments.
• Elsevier Clinical Solutions: Elsevier offers ClinicalPath, ClinicalKey, and order set/terminology products used across health systems and life sciences. It competes with IMO Health's terminology, value set management (Precision Sets), and evidence-based content offerings.
• Optum (UnitedHealth Group): Optum operates one of the largest healthcare data, analytics, and risk adjustment platforms, serving payers and providers with coding, documentation, and population health tools. It overlaps directly with IMO Health's health plan, life sciences, and risk adjustment solutions.
• 3M Health Information Systems (Solventum): Solventum (spun out of 3M in 2024) is a direct competitor in computer-assisted coding, clinical documentation improvement, and revenue cycle management solutions, with its own terminology and NLP assets integrated into many US health systems. It is the most directly comparable competitor to IMO Health's coding and documentation franchise.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/IMOsolutions
• Facebookfacebook.com/IntelligentMedicalObjects
• LinkedInlinkedin.com/company/intelligent-medical-objects

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles14 records

Subsidiaries1 record

Funding overview

Funding rounds2 records

Investors2 records

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

M&A1 record

Investments

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

Frequently asked questions about Intelligent Medical Objects