OM1 Predictive Medicine
See what's coming, while there's still time to act.
PhenOM®, OM1's AI foundation model, reads a patient's full history and turns it into a clear, explainable risk score for what happens next, delivered wherever care decisions get made.
The information already exists. The warning doesn't arrive in time.
A hospital absorbs the cost of a complication with no warning. A specialist can't find the patients with a hard-to-diagnose condition already in their practice. A primary care physician watches a patient buy a view of their own health somewhere else. A health system is asked to manage risk it can only measure after the fact. The gap isn't data. It's a prediction that arrives early enough to act on.
Predictive medicine uses the history already collected in every chart to estimate the probability of what comes next, so action can happen earlier, when it has the greatest chance of changing the outcome.
Predictive Medicine, Powered by PhenOM®
PhenOM® reads a patient's history the way a language model reads a sentence. Every visit, diagnosis, and prescription becomes part of that patient's story, used to predict the risk of a future event. PhenOM® predicts patient-level risk across a scoped panel of outcomes and delivers it where you already work.
Population & Point-of-Care Prediction
PhenOM® is delivered at two levels:
Population: A ranked work list, built in bulk.
A bulk run across a provider's existing patients returns a ranked work list of who is at risk, and for what.
Point of Care: Risk and reasoning, patient by patient.
A clinician opens an individual patient and sees absolute risk per outcome, a percentile, and the reasoning behind each flag.
It deploys via OM1 web application, EHR embed, partner app module, or file based exchange.
Why PhenOM®
One model, many outcomes: One foundation model, not a handful of narrow point predictions.
Breadth of data: Not bound to a single EHR's view.
Explainability by design: Every flag comes with its reasoning.
Flexible deployment: OM1 web app, EHR embed, partner module, and more.
One integration, many uses: Multiple programs and value propositions over time.
Built on the Broadest View of Patient History
curated patient journeys behind every prediction
years of real patient history to learn from
outcomes PhenOM® can predict
more likely to correctly flag your highest-risk patients
One model. Every point of care. See it for yourself.
Who We Help
Hospitals & Health Systems
See the cost you can't currently see.
Know which patients are headed for a costly complication before the episode starts, and why.
ACOs & Value-Based Care
Know who will drive total cost of care this year.
Rank your attributed population before reconciliation tells you who cost the most.
Specialists & Care Teams
The patients you're looking for are already in your practice.
Find them in the data you already have.
Primary Care
Patients are already paying for a deeper view of their health somewhere else. Offer it yourself, with the relationship you already have.
Health Plans
Find the members who will drive next year's cost before the claims arrive. Target care management where it will change the outcome, and prove it did.
EHR & Technology Partners
Predictive capability is becoming table stakes in your category.
You don't have to build it.
Where Predictive Medicine Applies Today
Episode Cost Risk
Flag patients at risk of exceeding a bundled payment, such as a CMS TEAM or CJR-X episode, before a scheduled procedure, and surface actions to mitigate it.
Total Cost of Care Risk
Rank an attributed population by the risk of avoidable admissions, ED use and chronic-disease progression over the contract year.
Undiagnosed Disease Identification
Screen an existing population for patients at high risk of a rare or hard-to-diagnose condition, and route them for confirmatory workup.
Point-of-Care Risk Panel
At the visit, show a clinician a scoped set of predicted outcomes for that patient, with absolute risk, percentile, and reasoning.
Therapy and Procedure Candidate Identification
Surface patients who are candidates for a specific treatment the provider organization is able to deliver.
Member Risk and Care-management Targeting
Identify high-risk members early and measure which programs changed the outcome.
Get in Touch
Ready to learn more about OM1 Predictive Medicine or see a demo?
Fill out the form and someone from our team will get in touch.
Our Solutions
Built on our award-winning AI platform, OM1 solutions redefine how real-world evidence is generated, shared, and applied.
Patient Finding and Outcomes Prediction
PhenOM® is OM1’s healthcare foundation model, trained on over 1 billion patient-years. It powers digital phenotyping and medical event prediction that accelerates diagnoses, uncovers subtypes, estimates treatment effects and forecasts outcomes for individuals and populations.
Clinical Registries and Automated Studies
OM1 brings unmatched experience and automation to registries and observational studies, reducing burden for sites and patients while generating regulatory-ready evidence that’s fit for purpose, scalable, and cost-effective.
Clinical Datasets and
Insights
Access curated datasets and OM1's Real-World Data Cloud, covering 350M+ patients with linked, longitudinal data from EMR, claims, and specialty networks. License cohorts, analyze real-world outcomes, and generate insights that drive decision-making.
Scientific and Consulting Services
Work with OM1’s experts in data science, epidemiology, AI and regulatory strategy to design and execute fit-for-purpose programs, align evidence with requirements, and maximize the value of AI and real-world data.
Let’s Talk About Your Goals
From research and evidence to predictive insights and beyond.