OPERATIONAL INTELLIGENCE FOR CRITICAL CARE
CONTINUOUS MACHINE VIGILANCE // HUMAN CLINICAL JUDGMENT
Vigilia Medicus is developing a continuous intelligence layer for critical care. By combining real-time physiologic modeling with patient-specific clinical context, the platform is designed to provide targeted clinical decision support and help ICU teams recognize emerging risk.
Initial focus: respiratory care in the ICU.
Vigilia Medicus is developing a continuous intelligence layer for critical care. By combining real-time physiologic modeling with patient-specific clinical context, the platform is designed to provide targeted clinical decision support and help ICU teams recognize emerging risk.
Initial focus: respiratory care in the ICU.
OPERATIONAL INTELLIGENCE
FOR CRITICAL CARE
CONTINUOUS MACHINE VIGILANCE
HUMAN CLINICAL JUDGMENT
Vigilia Medicus is developing a continuous intelligence layer for critical care. By combining real-time physiologic modeling with patient-specific clinical context, the platform is designed to provide targeted clinical decision support and help ICU teams recognize emerging risk.
Initial focus: respiratory care in the ICU.
PHYSICS-INFORMED COMPUTATIONAL PHYSIOLOGY
Vigilia is developing a modeling core that analyzes continuous waveforms, telemetry, and ventilator data to estimate patient state, track physiologic trajectories, and identify emerging risk.
PHYSICS-INFORMED COMPUTATIONAL PHYSIOLOGY
Vigilia is developing a modeling core that analyzes continuous waveforms, telemetry, and ventilator data to estimate patient state, track physiologic trajectories, and identify emerging risk.
CLINICAL INTERPRETATION & REASONING
A complementary reasoning core is designed to interpret clinical records, treatments, and relevant evidence alongside evolving physiology to support patient-specific clinical decisions.
CLINICAL INTERPRETATION
& REASONING
A complementary reasoning core is designed to interpret clinical records, treatments, and relevant evidence alongside evolving physiology to support patient-specific clinical decisions.
PHYSICS-INFORMED COMPUTATIONAL PHYSIOLOGY
Vigilia is developing a modeling core that analyzes continuous waveforms, telemetry, and ventilator data to estimate patient state, track physiologic trajectories, and identify emerging risk.
Introduction
Continuous Intelligence for High-Acuity Care

A CLINICAL FORCE MULTIPLIER
ICUs generate continuous data, but expert attention is finite. Vigilia is designed to help care teams focus on clinically meaningful changes and the decisions they inform, while keeping interpretation and action under clinician control.
PREDICTIVE CLINICAL VIGILANCE
Changes in physiology gain meaning from the patient’s baseline, recent course, and treatment. Vigilia is designed to track those changes in context and surface emerging risk for clinical review, with the aim of supporting earlier intervention and better-informed transitions to lower-acuity care.
A Clinical Force Multiplier
ICUs generate continuous data, but expert attention is finite. Vigilia is designed to help care teams focus on clinically meaningful changes and the decisions they inform, while keeping interpretation and action under clinician control.
Predictive Clinical Vigilance
Changes in physiology gain meaning from the patient’s baseline, recent course, and treatment. Vigilia is designed to track those changes in context and surface emerging risk for clinical review, with the aim of supporting earlier intervention and better-informed transitions to lower-acuity care.


Our Foundation
The Vigilia Medicus
Platform
COMPUTATIONAL PHYSIOLOGY
Modeling Patient Physiology

CLINICAL REASONING
Interpreting Clinical State

MULTIMODAL CONVERGENCE
Connecting Signals & Context

EDGE & ENTERPRISE
Local Inference. Institutional Control

Our Foundation
The Vigilia Medicus Platform
Platform
COMPUTATIONAL PHYSIOLOGY
Modeling Patient Physiology

CLINICAL REASONING
Interpreting Clinical State

MULTIMODAL CONVERGENCE
Connecting Signals & Context

EDGE & ENTERPRISE
Local Inference. Insitutional Control.

Our Foundation
The Vigilia Medicus Platform
Platform
COMPUTATIONAL PHYSIOLOGY
Modeling Patient Physiology

CLINICAL REASONING
Intrepreting Clinical State

MULTIMODAL CONVERGENCE
Connecting Signals & Context

EDGE & ENTERPRISE
Local Inference. Institutional Control.

Features
From Patient Signals to Clinical Insight
Patient-Specific Modelling
Combining continuous physiologic monitoring with clinical history and lab results to form a dynamic view of patient state and anticipated course.
Trajectory-Informed Risk Assessment
Targeted Clinical Decision Support
Hospital-Based Deployment & Inference
Patient Specific Modeling
Trajectory-Informed Risk Assessment
Targeted Clinical Decision Support
Hospital-Based Deployment & Inference
Designed for local inference on hospital-controlled infrastructure, with an emphasis on data locality, protection of patient information, and institutional control.
OPERATIONAL INTELLIGENCE FOR CRITICAL CARE
CONTINUOUS MACHINE VIGILANCE // HUMAN CLINICAL JUDGMENT
Vigilia Medicus is developing a continuous intelligence layer for critical care. By combining real-time physiologic modeling with patient-specific clinical context, the platform is designed to provide targeted clinical decision support and help ICU teams recognize emerging risk.
Initial focus: respiratory care in the ICU.
Vigilia Medicus is developing a continuous intelligence layer for critical care. By combining real-time physiologic modeling with patient-specific clinical context, the platform is designed to provide targeted clinical decision support and help ICU teams recognize emerging risk.
Initial focus: respiratory care in the ICU.
OPERATIONAL INTELLIGENCE
FOR CRITICAL CARE
CONTINUOUS MACHINE VIGILANCE
HUMAN CLINICAL JUDGMENT
Vigilia Medicus is developing a continuous intelligence layer for critical care. By combining real-time physiologic modeling with patient-specific clinical context, the platform is designed to provide targeted clinical decision support and help ICU teams recognize emerging risk.
Initial focus: respiratory care in the ICU.
PHYSICS-INFORMED COMPUTATIONAL PHYSIOLOGY
Vigilia is developing a modeling core that analyzes continuous waveforms, telemetry, and ventilator data to estimate patient state, track physiologic trajectories, and identify emerging risk.
PHYSICS-INFORMED COMPUTATIONAL PHYSIOLOGY
Vigilia is developing a modeling core that analyzes continuous waveforms, telemetry, and ventilator data to estimate patient state, track physiologic trajectories, and identify emerging risk.
CLINICAL INTERPRETATION & REASONING
A complementary reasoning core is designed to interpret clinical records, treatments, and relevant evidence alongside evolving physiology to support patient-specific clinical decisions.
CLINICAL INTERPRETATION
& REASONING
A complementary reasoning core is designed to interpret clinical records, treatments, and relevant evidence alongside evolving physiology to support patient-specific clinical decisions.
PHYSICS-INFORMED COMPUTATIONAL PHYSIOLOGY
Vigilia is developing a modeling core that analyzes continuous waveforms, telemetry, and ventilator data to estimate patient state, track physiologic trajectories, and identify emerging risk.
Introduction
Continuous Intelligence for High-Acuity Care

A CLINICAL FORCE MULTIPLIER
ICUs generate continuous data, but expert attention is finite. Vigilia is designed to help care teams focus on clinically meaningful changes and the decisions they inform, while keeping interpretation and action under clinician control.
PREDICTIVE CLINICAL VIGILANCE
Changes in physiology gain meaning from the patient’s baseline, recent course, and treatment. Vigilia is designed to track those changes in context and surface emerging risk for clinical review, with the aim of supporting earlier intervention and better-informed transitions to lower-acuity care.
A Clinical Force Multiplier
ICUs generate continuous data, but expert attention is finite. Vigilia is designed to help care teams focus on clinically meaningful changes and the decisions they inform, while keeping interpretation and action under clinician control.
Predictive Clinical Vigilance
Changes in physiology gain meaning from the patient’s baseline, recent course, and treatment. Vigilia is designed to track those changes in context and surface emerging risk for clinical review, with the aim of supporting earlier intervention and better-informed transitions to lower-acuity care.


Our Foundation
The Vigilia Medicus
Platform
COMPUTATIONAL PHYSIOLOGY
Modeling Patient Physiology

CLINICAL REASONING
Interpreting Clinical State

MULTIMODAL CONVERGENCE
Connecting Signals & Context

EDGE & ENTERPRISE
Local Inference. Institutional Control

Our Foundation
The Vigilia Medicus Platform
Platform
COMPUTATIONAL PHYSIOLOGY
Modeling Patient Physiology

CLINICAL REASONING
Interpreting Clinical State

MULTIMODAL CONVERGENCE
Connecting Signals & Context

EDGE & ENTERPRISE
Local Inference. Insitutional Control.

Our Foundation
The Vigilia Medicus Platform
Platform
COMPUTATIONAL PHYSIOLOGY
Modeling Patient Physiology

CLINICAL REASONING
Intrepreting Clinical State

MULTIMODAL CONVERGENCE
Connecting Signals & Context

EDGE & ENTERPRISE
Local Inference. Institutional Control.

Features
From Patient Signals to Clinical Insight
Patient-Specific Modelling
Combining continuous physiologic monitoring with clinical history and lab results to form a dynamic view of patient state and anticipated course.
Trajectory-Informed Risk Assessment
Targeted Clinical Decision Support
Hospital-Based Deployment & Inference
Patient Specific Modeling
Trajectory-Informed Risk Assessment
Targeted Clinical Decision Support
Hospital-Based Deployment & Inference
Designed for local inference on hospital-controlled infrastructure, with an emphasis on data locality, protection of patient information, and institutional control.


