In healthcare, precision is a requirement. Every diagnosis, every coded term, and every data point influences how patients are treated, how organizations are reimbursed, and how confidently clinicians can rely on the data flowing through their electronic health records (EHRs) and the tools built around them. And yet, much of today’s clinical data lacks the specificity and coherence needed to support modern care delivery and analytics.
The IMO Health Platform was designed to close that gap. By translating the nuance of human clinical language into structured, computable data, IMO Health provides the trusted knowledge layer that powers everything from documentation and billing to population health and artificial intelligence (AI) innovation. While IMO Health has long enabled documentation workflows in the EHR, the IMO Health Platform was built for any team developing technology that generates or relies on clinical data, whether focused on ambient documentation, revenue cycle automation, data analytics, or other agentic use-cases.
If you’re looking for a clear, approachable introduction to how the IMO Health Platform works, you’re in the right place.
Why accuracy and specificity matter
Healthcare largely relies on rigid code sets that were never intended to capture the complexity of real-world medicine. This results in a cascade of challenges, including:
- Denied claims when diagnoses lack required details, like laterality or stage
- Lower reimbursements when complications or acuity aren’t captured
- Missed clinical opportunities when vague data excludes patients from trials or education
These breakdowns aren’t minor. They ripple across the revenue cycle, analytics pipelines, and ultimately, patient care. The IMO Health Platform solves this by enhancing clinical specificity at every point where data is documented, exchanged, or analyzed.
The power behind the platform: IMO Health’s knowledge layer
At the core of the platform sits IMO Health’s knowledge layer, the industry’s most trusted foundation for clinical data integrity used by more than 90% of U.S. physicians, 4,500+ provider organizations, and every major EHR.
This expertise was built over 30 years of learning from real physician language. What began as straightforward terminology mapping has evolved into a scalable knowledge graph that captures:
- Hundreds of code sets and ontologies
- Semantic and clinical relationships
- Metadata, including demographics and social determinants of health (SDOH)
- Clinically relevant groupings
- Translations and refinements
In short: IMO Health captures not just what a clinician says, but what they mean.
What the IMO Health Platform enables
The platform’s key capabilities cover the full lifecycle of clinical data – from how it’s captured to how it’s used. These capabilities are delivered through a range of application programming interfaces (APIs), mappings, and integration tools that allow any company building health technology to plug the knowledge layer straight into their tech stack with minimal lift.
1. Diagnostic refinement
IMO Health understands how physicians add specificity – billions of times a year. Combined with our knowledge graph, this insight allows us to analyze EHR context to identify missing or underspecified diagnoses, accurately capturing more clinical specificity 25% of the time and reducing diagnosis‑related denials by 27%.
2. Data extraction and normalization
Unstructured notes and inconsistent codes are a major barrier to reliable analytics. IMO Health’s data extraction and normalization capabilities help turn messy, inconsistent inputs into clean, structured, codified data sets that downstream systems can actually use.
3. Clinical record management
Patient records often contain outdated, duplicative, or irrelevant entries that weaken analytic performance. IMO Health cleanses and categorizes these data elements, resulting in an 80% reduction in nonessential data and a clearer, more clinically coherent record.
4. Documentation support at the point of care
By surfacing specificity directly within the clinical workflow, IMO Health helps clinicians document more completely, without adding to their workload. This leads to 25% more specific encounters and a 57% reduction in denials, as seen in Athenahealth’s implementation.
5. Interoperability and regulatory alignment
With millions of terms updated annually, IMO Health manages the relentless evolution of code sets and regulatory standards. As a result, organizations benefit from maintenance‑free compliance, including support for USCDI v4.
6. Condition gap identification
By evaluating patient history and normalizing disparate inputs, IMO Health uncovers missing chronic conditions and care gaps that models trained on ICD-10-CM and SNOMED® codes often miss. This capability produces measurable ROI, increasing annual reimbursement by $700,000 for one health system.
7. Precision patient identification
Whether for population health or clinical trials, identifying the right patients is critical. IMO Health dramatically improves cohort accuracy, reducing false positives by 98.6% and shortening study start-up times by up to two months compared to using ICD-10-CM or SNOMED codes for patient identification.
8. Evidence generation with GenAI
IMO Health pairs its knowledge layer with explainable AI to accelerate scientific literature reviews, delivering 27× faster processing and 94% accuracy in a top pharma case study.
A platform built for modern healthcare
The IMO Health Platform is more than a terminology tool – it is the intelligence infrastructure that underpins accurate care delivery, reliable data exchange, compliant operations, and scalable innovation. By aligning how clinicians speak with machine-readable data, IMO Health enables organizations to operate with clarity, confidence, and impact.
