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Advanced Patient Monitoring
Earlier Insight.
Better Patient Outcomes.
PREVIO is developing intelligent patient monitoring technology designed to help healthcare organizations recognize changes in patient condition earlier, support clinical decision-making, and improve patient outcomes.
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The Challenge
Patient Conditions Can Change. Critical Insight Shouldn’t Come Too Late.
Warning signs come first,
The tools come too late
Healthcare teams manage increasingly complex patient populations while navigating growing volumes of clinical information. Recognizing meaningful changes in patient condition earlier remains an important challenge across healthcare.
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RECOGNIZING CHANGE EARLIER
Changes in patient condition can develop over time. Greater visibility into those changes can help care teams make more informed decisions about their patients.
02
TURNING DATA INTO INSIGHT
More patient data doesn’t always mean greater clarity. Healthcare organizations need technology that helps transform complex information into meaningful, actionable insight.
03
SUPPORTING BETTER DECISIONS
Care teams need the right information at the right time. Clearer insight into changes in patient condition can support more informed and proactive patient care.
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The Platform
Intelligent Patient Monitoring.
Built for Modern Healthcare.
Intelligent Patient Monitoring.
Built for Modern Healthcare.
PREVIO is developing an intelligent patient monitoring platform designed to provide greater visibility into changes in patient condition and transform continuous patient information into meaningful clinical insight.
PREVIO is developing an intelligent patient monitoring platform designed to provide greater visibility into changes in patient condition and transform continuous patient information into meaningful clinical insight.
CONTINUOUS PATIENT MONITORING
Designed to provide ongoing visibility into changes in patient condition over time.
CONTINUOUS PATIENT MONITORING
Designed to provide ongoing visibility into changes in patient condition over time.
CONTINUOUS PATIENT MONITORING
Designed to provide ongoing visibility into changes in patient condition over time.
INTELLIGENT CLINICAL INSIGHT
Advanced analytics help transform continuous patient information into meaningful insight for care teams.
Value-Based Care Aligned
Advanced analytics help transform continuous patient information into meaningful insight for care teams.
Value-Based Care Aligned
Advanced analytics help transform continuous patient information into meaningful insight for care teams.
CONNECTED CARE
Designed to support integration within modern clinical environments and healthcare workflows.
Real-Time Risk Stratification
Designed to support integration within modern clinical environments and healthcare workflows.
CONNECTED CARE
Designed to support integration within modern clinical environments and healthcare workflows.
BUILT FOR HEALTH SYSTEMS
Developed with the clinical, operational, and technology requirements of healthcare organizations in mind.
EHR & Care Team Integration
Developed with the clinical, operational, and technology requirements of healthcare organizations in mind.
BUILT FOR HEALTH SYSTEMS
Developed with the clinical, operational, and technology requirements of healthcare organizations in mind.
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Clinical Value
From Patient Data
to Meaningful Clinical Insight.
From Patient Data
to Meaningful Clinical Insight.
PREVIO is being developed to help care teams better understand changes in patient condition by transforming continuous patient information into clearer, clinically meaningful insight.
Post-discharge instability is the highest-risk, least-monitored period in healthcare. PREVIO extends physiologic visibility beyond the hospital, closing the window where most preventable deterioration occurs.
PREVIO is being developed to help care teams better understand changes in patient condition by transforming continuous patient information into clearer, clinically meaningful insight.
Patient Information
Patient Information
Changes Over Time
Changes Over Time
Meaningful Insight
Meaningful Insight
Better-Informed Care
Better-Informed Care
See More
Heart failure, COPD, stroke, and post-operative patients — the highest-readmission cohorts under CMS HRRP penalty exposure.
Target Populations
Heart failure, COPD, stroke, and post-operative patients, the highest-readmission cohorts under CMS HRRP penalty exposure.
Target Populations
Heart failure, COPD, stroke, and post-operative patients — the highest-readmission cohorts under CMS HRRP penalty exposure.
Understand More
Intelligent analysis can help turn complex patient information into insight that is easier for care teams to interpret.
30-Day Monitoring Episode
Intelligent analysis can help turn complex patient information into insight that is easier for care teams to interpret.
30-Day Monitoring Episode
Intelligent analysis can help turn complex patient information into insight that is easier for care teams to interpret.
Support Better Decisions
Earlier awareness of meaningful changes can give clinicians additional information to support timely, informed patient care.
Support Better Decisions
Earlier awareness of meaningful changes can give clinicians additional information to support timely, informed patient care.
Support Better Decisions
Earlier awareness of meaningful changes can give clinicians additional information to support timely, informed patient care.
More Than Data. Insight Designed for Care
More Than Data. Insight Designed for Care
More Than Data. Insight Designed for Care
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Healthcare at Scale
More Patients. More Data. Greater Need for Intelligence.
More Patients. More Data. Greater Need for Intelligence.
Health systems are managing enormous patient volumes, growing clinical complexity, and persistent workforce constraints. The opportunity is not simply to collect more data, but to turn it into meaningful intelligence at scale.
Health systems are managing enormous patient volumes, growing clinical complexity, and persistent workforce constraints. The opportunity is not simply to collect more data, but to turn it into meaningful intelligence at scale.
U.S. Hospital Admissions Annually
U.S. hospitals recorded more than 35 million admissions, illustrating the scale of care delivered across the nation’s hospital system.
Reported RN Vacancy Rates Above 10%
More than four in ten participating acute-care hospitals reported RN vacancy rates exceeding 10%, underscoring continued pressure on the clinical workforce.
Experienced a Deterioration Trigger
In a study of more than 250,000 hospitalizations, nearly one in four experienced at least one defined clinical deterioration trigger during the hospital stay
Healthcare Doesn’t Need More Disconnected Data. It Needs Better Intelligence.
PREVIO is being developed to help transform continuous patient information into meaningful clinical insight that can support clinicians and healthcare organizations at scale.
Post-discharge instability is the highest-risk, least-monitored period in healthcare. PREVIO extends physiologic visibility beyond the hospital, closing the window where most preventable deterioration occurs.
Sources: American Hospital Association, Fast Facts on U.S. Hospitals, 2026 (2024 AHA Annual Survey); NSI Nursing Solutions, 2025 National Health Care Retention & RN Staffing Report; Byrd TF IV, et al., Critical Care Medicine, 2024;52(9):e439–e449.
Sources: American Hospital Association, Fast Facts on U.S. Hospitals, 2026 (2024 AHA Annual Survey); NSI Nursing Solutions, 2025 National Health Care Retention & RN Staffing Report; Byrd TF IV, et al., Critical Care Medicine, 2024;52(9):e439–e449.
U.S. Hospital Admissions Annually
U.S. hospitals recorded more than 35 million admissions, illustrating the scale of care delivered across the nation’s hospital system.
Reported RN Vacancy Rates Above 10%
More than four in ten participating acute-care hospitals reported RN vacancy rates exceeding 10%, underscoring continued pressure on the clinical workforce.
Experienced a Deterioration Trigger
In a study of more than 250,000 hospitalizations, nearly one in four experienced at least one defined clinical deterioration trigger during the hospital stay
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Supporting Care Teams
Give Care Teams Greater Visibility. Not More Complexity.
From skin to insight in real time
Give Care Teams Greater Visibility. Not More Complexity.
Healthcare professionals operate in increasingly complex environments where attention, time, and clinical resources are limited. PREVIO is being developed to provide continuous patient insight that can support clinicians without adding unnecessary complexity to care.
Healthcare professionals operate in increasingly complex environments where attention, time, and clinical resources are limited. PREVIO is being developed to provide continuous patient insight that can support clinicians without adding unnecessary complexity to care.
Extend Clinical Visibility
Continuous patient information can provide care teams with greater visibility into how patient conditions are changing between traditional points of observation.
Extend Clinical Visibility
Nurses managing 6–8 patients simultaneously cannot continuously monitor each one. PREVIO fills that gap, passively, continuously, without adding to clinical workload.
Focus Attention Where It Matters
Intelligent analytics can help organize complex patient information and surface meaningful changes for clinical consideration.
Focus Attention Where It Matters
PREVIO escalates only meaningful risk shifts, evaluated against each patient's individual baseline. Less alarm fatigue. More signal clarity. Better decisions.
Support More Informed Care
By providing clearer insight into changes over time, PREVIO is designed to give clinicians additional information that can support timely decision-making.
Support More Informed Care
Care teams receive early visibility when a patient's condition is trending, early enough to intervene at the bedside, not in the ICU.
Technology Designed to Support Clinicians. Insight Designed to Support Better Care.
From skin to insight in real time
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Platform Capabilities
Built for Clinical Environments.
Built for Clinical Environments.
Continuous Monitoring
Designed to provide ongoing patient visibility while minimizing disruption to patients and clinical workflows.
Target Populations
Heart failure, COPD, stroke, and post-operative patients, the highest-readmission cohorts under CMS HRRP penalty exposure.
Target Populations
Designed to provide ongoing patient visibility while minimizing disruption to patients and clinical workflows.
Secure Data Infrastructure
Privacy, security, and data protection are being considered throughout the architecture of the PREVIO platform.
30-Day Monitoring Episode
Privacy, security, and data protection are being considered throughout the architecture of the PREVIO platform.
30-Day Monitoring Episode
Privacy, security, and data protection are being considered throughout the architecture of the PREVIO platform.
Clinical Connectivity
Designed to support interoperability with healthcare information systems and the broader clinical technology environment.
Clinical Connectivity
Designed to support interoperability with healthcare information systems and the broader clinical technology environment.
Clinical Connectivity
Designed to support interoperability with healthcare information systems and the broader clinical technology environment.
Advanced Analytics
Designed to transform complex streams of patient information into meaningful insight that can support clinical decision-making.
Advanced Analytics
Designed to transform complex streams of patient information into meaningful insight that can support clinical decision-making.
Advanced Analytics
Designed to transform complex streams of patient information into meaningful insight that can support clinical decision-making.
More Than Data. Insight Designed for Care
More Than Data. Insight Designed for Care
More Than Data. Insight Designed for Care
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Health System Value
Better Patient Insight. Greater Health System Value.
Better Patient Insight. Greater Health System Value.
PREVIO is being developed to support healthcare organizations with greater patient visibility and more meaningful clinical insight, helping care teams operate more effectively while supporting the broader clinical and operational goals of health systems.
PREVIO is positioned where clinical value and financial incentives converge, reducing the costly downstream events that health systems are increasingly penalised for.
Clinical Efficiency
Continuous patient insight can help care teams understand changing patient conditions without relying solely on intermittent observations.
Target Populations
Heart failure, COPD, stroke, and post-operative patients, the highest-readmission cohorts under CMS HRRP penalty exposure.
Target Populations
Continuous patient insight can help care teams understand changing patient conditions without relying solely on intermittent observations.
Workforce Support
Intelligent monitoring can extend clinical visibility and help healthcare professionals focus attention where it may be needed most.
30-Day Monitoring Episode
Intelligent monitoring can extend clinical visibility and help healthcare professionals focus attention where it may be needed most.
30-Day Monitoring Episode
Intelligent monitoring can extend clinical visibility and help healthcare professionals focus attention where it may be needed most.
Operational Insight
Connected patient information can create greater visibility across care environments, supporting more informed clinical and operational decision-making.
Operational Insight
Connected patient information can create greater visibility across care environments, supporting more informed clinical and operational decision-making.
Operational Insight
Connected patient information can create greater visibility across care environments, supporting more informed clinical and operational decision-making.
Scalable Infrastructure
PREVIO is being designed as a connected intelligence platform capable of supporting healthcare organizations as patient populations, data, and care models evolve.
Scalable Infrastructure
PREVIO is being designed as a connected intelligence platform capable of supporting healthcare organizations as patient populations, data, and care models evolve.
Scalable Infrastructure
PREVIO is being designed as a connected intelligence platform capable of supporting healthcare organizations as patient populations, data, and care models evolve.
Built for Better Care. Designed for Healthcare at Scale.
"We don't need another wearable. We need a system that tells us what's going to happen before it does, and that operates in conditions consumer devices can't handle."
"We don't need another wearable. We need a system that tells us what's going to happen before it does, and that operates in conditions consumer devices can't handle."
— Chief Medical Officer, U.S. Health System
— Chief Medical Officer, U.S. Health System
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Built on Experience
Deep Experience Across Healthcare, Technology and Regulation.
Deep Experience Across Healthcare, Technology and Regulation.
PREVIO is supported by leadership and advisory experience spanning medical technology, clinical care, regulatory strategy, enterprise software, artificial intelligence, engineering and healthcare commercialization. Experience shaped by leadership roles across some of the world’s most recognized healthcare and technology organizations.
PREVIO is positioned where clinical value and financial incentives converge, reducing the costly downstream events that health systems are increasingly penalised for.
MEDTECH & HEALTHCARE
Experience shaped across global medical technology and healthcare organizations, including Johnson & Johnson, Medtronic and GE Healthcare.
MEDTECH & HEALTHCARE
Industry advisors with experience in medicine, biomedical engineering, and healthcare technology help guide product development and clinical strategy.
REGULATORY & QUALITY
Regulatory and quality experience informed by former FDA leadership and senior roles across the medical technology industry.
SOFTWARE, DATA & AI
Experience spanning GE Digital, Hitachi, enterprise SaaS, artificial intelligence, data infrastructure and large-scale technology environments.
Experience Across Industries. United Around the Future of Patient Care.
References to prior professional experience are provided solely to describe the backgrounds of PREVIO leadership and advisors and do not imply endorsement, sponsorship, affiliation or partnership with the organizations listed.
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Building What’s Next
The Future of Patient Monitoring Starts With Earlier Insight.
PREVIO is building technology designed to give healthcare organizations greater visibility into patient condition and help care teams make more informed decisions, earlier.
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FAQ
Common Questions
Learn more about PREVIO, our technology, and the vision behind a new generation of intelligent patient monitoring.
What is PREVIO?
Who is PREVIO being developed for?
What problem is PREVIO designed to address?
How is PREVIO different from traditional patient monitoring?
Does PREVIO replace clinical judgment?
PREVIO is an intelligent patient monitoring platform in development from Guardian BioMedical, built to give healthcare organizations greater visibility into changes in patient condition.
Resources
© 2026 Guardian BioMedical, Inc. All rights reserved.
PREVIO is an intelligent patient monitoring platform in development from Guardian BioMedical, built to give healthcare organizations greater visibility into changes in patient condition.
Resources
© 2026 Guardian BioMedical, Inc. All rights reserved.
PREVIO is an intelligent patient monitoring platform in development from Guardian BioMedical, built to give healthcare organizations greater visibility into changes in patient condition.
Resources
© 2026 Guardian BioMedical, Inc. All rights reserved.