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ACTIVATE™Trauma & critical care platform

Clinical intelligence for trauma and critical care, with model governance built in.

ACTIVATE brings patient- and unit-level intelligence into the EHR, beginning with a trauma mortality capability available for health-system deployment and grounded in peer-reviewed retrospective research. Additional ACTIVATE critical-care models are in development. Evaluation and governance are built into the platform, which can also support models a health system develops or selects.

Available for deploymentTrauma mortality

In developmentFive additional ACTIVATE critical-care models

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ACTIVATE · Patient viewSynthetic data
ACTIVATE synthetic patient view showing six clinical risk indices with trauma mortality selected, its 48-hour trajectory, and contributing factorsACTIVATE synthetic patient view showing a 48-hour mortality index trajectory above the top contributing clinical factors
Patient-level intelligence across the ACTIVATE model portfolio. Trauma mortality is available for deployment; the additional models shown are in development. Product interface shown with synthetic data.
ACTIVATE platform
PlatformClinical picture
A shared clinical picture

Bring the patient's trajectory into view.

“No one ever made a decision because of a number. They need a story.”

Daniel KahnemanAs recounted in Michael Lewis's The Undoing Project

In critical care, that story is assembled across flowsheets, labs, notes, devices, and handoffs. ACTIVATE organizes those signals over time so teams can review change, understand contributing factors, and work from a common view of the patient.

  1. 01

    Trajectory

    How is the patient changing?

  2. 02

    Contributing factors

    What is shaping that change?

  3. 03

    Shared context

    What does the care team need to see together?

ACTIVATE synthetic patient view combining patient context, vital signs, six clinical risk indices, a mortality trajectory, and contributing factorsACTIVATE synthetic mobile overview showing a mortality trajectory and contributing factorsOpen full-size view
ACTIVATE brings patient context, vital signs, multiple risk domains, longitudinal trajectories, and contributing factors together in one patient view. Trauma mortality is available for deployment; additional models shown are in development. Product interface shown with synthetic data.
View the complete patient view
Clinical intelligence, governed by design

Patient and unit intelligence in the workflow, with evaluation and governance built in.

01 · Clinical intelligence

See changing risk across the patient and the unit.

ACTIVATE brings patient context, longitudinal trajectories, contributing factors, and a broader clinical risk portfolio into EHR workflows.

  • Patient-level intelligence
  • Unit-level intelligence
  • Trajectories and contributing factors
  • Expanding ACTIVATE model portfolio
ACTIVATE synthetic Trauma ICU census showing four patient rows with changing clinical risk indices and clinical observations
ACTIVATE synthetic Trauma ICU census showing four patient rows and multiple clinical risk indices
A unit-level view of changing signals across a clinical model portfolio. Trauma mortality is available for deployment; additional models shown are in development. Product interface shown with synthetic data.
From data to governed clinical use

A governed path for every model entering the clinical workflow.

ACTIVATE models—and models a health system develops or selects—move through the same controlled evaluation and governance process.

  1. 01

    Connect

    Map relevant EHR data already captured in clinical workflows.

  2. 02

    Validate

    Evaluate model behavior on relevant local populations.

  3. 03

    Evaluate

    Assess performance and workflow fit silently before prospective use.

  4. 04

    Introduce

    Configure access and presentation with clinical and governance leaders.

  5. 05

    Govern

    Monitor performance, changes, and review decisions over time.

Exact deployment scope depends on the model, data availability, workflow, and health-system approvals.

Platform research capability

Use ACTIVATE to develop and evaluate clinical AI research.

Academic health-system faculty and clinical investigators can use ACTIVATE to develop, evaluate, and study clinical AI models across relevant populations. The platform supports explicit research questions, structured study design, local and multi-center evaluation, and evidence generation that can inform later workflow and governance decisions.

Portfolio breadth

A deployment-ready mortality capability, with five additional ACTIVATE models in development.

Trauma mortality is ACTIVATE's available starting point. Unplanned ICU admission, trauma-specific frailty, pulmonary embolism, severe sepsis, and surgical-site infection are in development as ACTIVATE-provided capabilities.

Available for deploymentTrauma mortality
In developmentUnplanned ICU admission · Trauma-specific frailty · Pulmonary embolism · Severe sepsis · Surgical-site infection

Health systems can additionally use ACTIVATE to evaluate and govern models they develop or select.

Evidence begins in trauma

Peer-reviewed validation provides the clinical starting point.

TraumaCare.AI co-authored a 2024 Journal of Surgical Research study evaluating mortality predictors in approximately 5,000 adult Level I trauma activations at the University of Cincinnati. The work externally evaluated previously published predictors and developed an institution-specific model using local data. That retrospective work provides the evidence foundation from which ACTIVATE's productized trauma mortality capability has evolved.

Scope

This is retrospective trauma evidence. It does not establish prospective clinical impact or validation across broader critical-care populations.

Review the evidence
Journal of Surgical Research · 2024

External Validation of Predictors of Mortality in Polytrauma Patients

Population
Adult Level I trauma activations
Evidence
Retrospective external validation
Next milestone
Prospective workflow evaluation
View the journal abstract
Start with the health system's priority

Start with the problem your team needs to solve.

Tell us the clinical, quality, operational, or research priority you are working on. Please do not include protected health information.

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