--- title: Predictive Medicine description: >- 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. category: Page canonical_url: https://www.om1.com/our-solutions/predictive-medicine/ source: om1 license: © 2026 OM1. All rights reserved. slug: our-solutions/predictive-medicine id: 16VspN4zoLYk45cuVL8Hwe contentType: page --- # 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. ![Hero Collage Solutions](https://images.ctfassets.net/ddhe5ahaolzf/4aDRH8tNEToGW3c2dvEjt7/13c501e858f782a1d86151b6b6bbe76a/hero-collage-solutions.jpg?w=1064&fm=webp&q=75) - [See a Demo](#form) ## 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® **The Platform** 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. ![three doctors looking at computer (rounded)](https://images.ctfassets.net/ddhe5ahaolzf/1ELOLOZg4mpRJrAvupqGjb/be776d3380173f0f3c22c8c2f0ab8a7a/FAN9003114.JPG?w=2550&fm=webp&q=75) ## 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. ![Phenom Patient Risk Panel Screen (rounded)](https://images.ctfassets.net/ddhe5ahaolzf/3AWBjAdcm8giLGXjFb4Sx1/228ef1ec64bc4ed8a48f2a6be4327d5c/phenOM-patient-risk-panel-screen-2400.webp?w=1920&fm=webp&q=75) ## 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. ![women in pink shirt looking at computer (rounded)](https://images.ctfassets.net/ddhe5ahaolzf/3nvHrKxF19sntIS9RyABPt/d2f536fe5cc9e1452da46b7ea69cc4db/shutterstock_417879652.jpg?w=2560&fm=webp&q=75) ## Built on the Broadest View of Patient History ### 400M+ curated patient journeys behind every prediction ### 2B+ years of real patient history to learn from ### 1,500+ outcomes PhenOM® can predict ### 12.5X more likely to correctly flag your highest-risk patients ## One model. Every point of care. See it for yourself. - [See a Demo](#form) ### 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. [Learn more →](/who-we-help/providers/) #### 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. [Learn more →](/who-we-help/providers/) #### Specialists & Care Teams **The patients you're looking for are already in your practice. **Find them in the data you already have. [Learn more →](/who-we-help/providers/) #### Primary Care **Patients are already paying for a deeper view of their health somewhere else. **Offer it yourself, with the relationship you already have. [Learn more →](/who-we-help/providers/) #### 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. [Learn more →](/who-we-help/payers/) #### 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. - Form ID: `d9aa3a94-b26d-41c6-a932-c98a853a7a88` *Interactive embed: Hubspot form.* ## Our Solutions Built on our award-winning AI platform, OM1 solutions redefine how real-world evidence is generated, shared, and applied. - [Explore All Solutions](/our-solutions/) ### 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. - [Learn About Patient Finding](/our-solutions/patient-finding/) ### 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. - [Explore Registries](/our-solutions/clinical-registries/) ### 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. - [Discover Data & Insights](/our-solutions/clinical-datasets-insights/) ### 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. - [Consult with Us](/our-solutions/consulting-services/) ## Let’s Talk About Your Goals From research and evidence to predictive insights and beyond. - [Get in Touch](https://www.om1.com/contact-us/#form) *Interactive embed: Fin.*