Prealize Health:

Knowing what comes next changes everything

Prealize delivers the most advanced predictive analytics in healthcare. Founded in partnership with Stanford University, our AI technology is powered by a single market‑leading transformer model built by leading data scientists and engineers.

Purpose built for healthcare, Prealize enables precision underwriting, proactive risk management, and better member care.

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Inform underwriting strategies and care management decisions

Predict trends and future costs and understand how they impact group risk, premium underwriting, and stop-loss.

Insurance underwriters and actuaries gain increased underwriting confidence and drive higher win rates.
Know each member’s future health events and when those events will happen.

Care managers make more informed decisions, conduct earlier interventions, improving outcomes and reducing costs.
Identify members who are most likely to engage and their preferred engagement channels.

Care managers engage members with targeted, high-value interventions, enhancing the member experience.

Our AI-powered predictions are up to 5x more accurate than other solutions

This precision in prediction uses our industry-leading MetisAI Model, developed at Stanford University. MetisAI sets a new standard for accuracy in healthcare prediction

Trains on Prealize-sourced and/or client data
Delivers more accurate predictions than traditional models
Predicts the likelihood of a health event AND when the event will occur
At Prealize, we’re transforming healthcare from reactive to proactive, creating a new paradigm for healthcare predictive analytics.

The Prealize Advantage:
What Sets Us Apart

An AI Model Purpose-Built for Healthcare and Insurance Underwriting
Built and trained exclusively on healthcare data and supported by leading data scientists and engineers, our model accurately predicts the next health event and when the event will occur (TTE).
Validated Technology with Proven Accuracy and Precision
Developed at Stanford University and through a continued partnership, our Metis AI model consistently outperforms traditional actuarial models and other solutions.
Compounding Data Advantage with Expanding Predictions
Healthcare is dynamic, and so are our models. Our single-platform technology retrains and adapts over time, rapidly refining and expanding predictive endpoints.

Accurately predict financial risk, enabling more precise underwriting for fully insured and level funded groups, for PEOs, and underwriting for stop-loss.

Financial Risk Management
Accurately predict financial risk, enabling more precise underwriting and stop-loss
Care/Condition Management
Precisely identify who will have health events, the drivers of those events, as well as their timing and cost
Member Engagement
Unambiguously determine members’ propensity to engage, channel preference, and drivers of engagement

MetisAI: A State of the Art Healthcare Claims Foundation Model

In order to power our Prealize predictions, we have developed a state of the art foundation model based on MOTOR (https://iclr.cc/virtual/2024/poster/18777). This original published method from Stanford University was presented as a Spotlight Poster at International Conference on Learning Representations 2024. Developed by the primary author of MOTOR (and incorporating various additional improvements), MetisAI is carefully tuned to predict long term health issues by using a self-supervised transformer that was pre-trained on thousands of important time-to-event prediction tasks. As a result, we are able to provide more precise predictions compared both to traditional machine learning techniques and alternative foundation models.

Latest News

June 9, 2026
Prealize Health Expands Access to AI-Driven Underwriting Intelligence through DataHub™ Partnership
San Mateo, California – June 9, 2026 – Prealize Health, a leading predictive analytics technology company serving the health underwriting…
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June 17, 2025
Reimagining the Prealize Health User Experience: Past, Present, and Future
At Prealize Health, our mission has always been clear: to help healthcare organizations see around the corner with powerful, actionable…
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May 20, 2025
Unlocking the True Potential of Stop-Loss with Threshold Predictions: A Game-Changer in Risk Management
In the world of healthcare, stop-loss is a crucial tool for managing risk. It acts as a safety net, providing protection when a group’s…
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Join the Proactive Health Movement

Request a demo today and witness the transformative power of accurate healthcare predictions.

Request a Demo