Products

MedAware
MedAware
Clinical Decision Support & Reference
MedAware is an AI-based medication safety monitoring platform that uses machine learning to detect and prevent medication errors, adverse drug events, and opioid dependency risks by analyzing patient data and prescribing patterns in real-time.

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About MedAware

MedAware is a healthcare AI company that develops an AI-based medication safety monitoring platform designed to identify and eliminate prescription errors in real-time. The company’s systems utilize machine-learning algorithms to analyze vast amounts of electronic medical record (EMR) data. By mining this data, MedAware detects outliers in prescription behavior that could potentially be fatal and immediately flags them as life-threatening. This enables healthcare providers to prevent prescription errors related to drug interactions, dosages, and allergies.

MedAware’s platform integrates with existing technology systems, EHRs, and devices to identify dangerous medication-related risks throughout the entire patient journey. Leveraging longitudinal and real-time patient data, their advanced machine learning algorithms flag potential medication errors, opioid dependency risk, and evolving adverse drug events. The company aims to reduce alert fatigue often associated with traditional rule-based clinical decision support systems, reporting that prescribers change their behavior in response to MedAware alerts significantly more often. MedAware’s solutions have been validated through studies, demonstrating their effectiveness in identifying potential medication errors and improving patient safety.

What Physicians Need to Know

Specialization
MedAware specializes in using AI and machine learning to prevent medication errors, adverse drug events (ADEs), and identify patient-specific risks like opioid dependency.
Key Differentiators
Unlike traditional rule-based clinical decision support (CDS) systems, MedAware's technology uses outlier detection and machine learning to analyze large-scale Electronic Medical Records (EMRs) and learn real-life treatment patterns. This approach significantly reduces alert fatigue by providing highly relevant, patient-specific alerts, with studies showing a 90% reduction in alerts and a 40% change in physician behavior.
Technology Stack
MedAware's core technology leverages big data analytics and machine learning algorithms. While specific details are not extensively publicized, one project mentions using React, Django, Python, and OCR technologies for a smart medicine scanner with AI safety detection.
Real-time Monitoring
The platform provides continuous, real-time monitoring of patient records to detect medication-related risks, even after prescriptions have been filled.
Personalized Risk Assessment
MedAware's AI considers patient-specific and provider-specific contexts, including past medical history, lab results, and vital signs, to offer personalized medication risk mitigation.
Population Health Tool
Beyond individual patient safety, MedAware can be used as a population health tool to screen large groups and identify patients at risk for conditions like Opioid Use Disorder (OUD).
Physician Tip

For physicians, MedAware acts as a valuable safety net, reducing prescription errors and potential lawsuits. Its AI-driven, personalized alerts are highly accurate and actionable, leading to a significant reduction in alert fatigue compared to traditional systems. This allows physicians to focus on clinically relevant warnings and make more informed decisions, ultimately improving patient safety and optimizing workflows. The system also monitors for evolving risks post-prescription, providing a continuous safety net throughout a patient's treatment journey.

MedAware's platform is designed to integrate seamlessly with existing healthcare technology systems, including Electronic Health Records (EHRs) like Epic and athenahealth, and medical devices. This allows healthcare providers to leverage their current IT investments and embed MedAware's AI within existing workflows without significant overhauls. They have also collaborated with companies like Allscripts and Baxter International for integration with their platforms and smart infusion pumps.

Products by MedAware

1 product in the directory

MedAware
MedAware
Clinical Decision Support & Reference
MedAware is an AI-based medication safety monitoring platform that uses machine learning to detect and prevent medication errors, adverse drug events, and opioid dependency risks by analyzing patient data and prescribing patterns in real-time.

What the Web Says

MedAware, an Israeli company, is generally well-regarded for its clinical decision support system that uses AI to prevent medication errors. Product reviews highlight its effectiveness in identifying potential issues and improving patient safety. Employer reviews suggest a positive work environment, though some aspects like work-life balance or specific management practices receive occasional mixed feedback.

Overall: Positive

Strengths

  • Effective in preventing medication errors and improving patient safety
  • AI-driven system provides accurate and timely alerts
  • Reduces alert fatigue compared to traditional systems
  • Positive impact on clinical workflow and efficiency
  • Strong company culture and supportive colleagues (employer reviews)
  • Meaningful work with a focus on patient well-being (employer reviews)

Limitations

  • Implementation can be complex and require significant IT resources
  • Initial learning curve for users to adapt to the system
  • Potential for integration challenges with existing EHR systems
  • Some users report occasional false positives, though generally low
  • Work-life balance can be challenging at times (employer reviews)
  • Compensation might not always be top-tier compared to larger tech companies (employer reviews)

Based on reviews from: G2, Glassdoor, Capterra, Healthcare IT News, KLAS Research, Reddit

Last updated: 2026-09-30

Videos

News, demos, and interviews about MedAware.

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Press & Coverage

PR Newswire
MedAware Partners with Ballad Health's pharmacy team to bring personalized medication risk monitoring to rural healthcare
MedAware has partnered with Ballad Health to implement its AI-powered medication safety monitoring platform for acute care patients, aiming to reduce adverse drug events. Ballad Health's pharmacy teams are reportedly taking action on over 70% of the patient risks identified by MedAware's platform.
2024-10
Forbes
Using AI To Personalize Healthcare And Improve Patient Safety
This article highlights MedAware's AI-powered approach to patient safety, demonstrating a shift from rule-based to data-driven solutions in healthcare. It discusses a Harvard Medical School study that validated MedAware's algorithm for identifying patients at risk of Opioid Use Disorder (OUD) with over 93% accuracy.
2024-11
arXiv
PEFT-MedAware: Large Language Model for Medical Awareness - arXiv
This research paper introduces PEFT-MedAware, a specialized large language model that utilizes parameter-efficient fine-tuning to enhance the Falcon-1b model on medical question-answering tasks. The model aims to provide accurate and contextually relevant responses to a wide range of medical queries.
2023-11
ACL Anthology
MedAware at MEDIQA-EVAL 2026: Vision-Language Model Fine-Tuning with Logprob-Based Score Calibration for Medical Response Evaluation - ACL Anthology
This paper presents MedAware's system for MEDIQA-EVAL 2026, focusing on predicting human ratings of medical QA responses using fine-tuned Qwen3-VL models. The system employs logprob-based continuous scoring with quantile calibration to address label skew and improve metric stability.
2026-09
PR.com
Biomed Industries, acquired MedAware Systems, Inc.
Biomed Industries, Inc. announced its acquisition of MedAware Systems, Inc. through a definitive share exchange agreement valued at $18 million. This acquisition aims to collaborate on developing MedAware's bio-informatics and machine learning technology to expand Biomed's drug development for neurodegenerative diseases.
2022-09
PR Newswire
MedAware Partners with athenahealth's Marketplace Program to Provide Clinicians with an Effective Medication Safety Monitoring System
MedAware announced a partnership with athenahealth through its Marketplace program, making its AI-based medication safety monitoring technology available to athenahealth's network of healthcare providers. The integration aims to identify potential adverse drug events, analyze opioid dependency risk, and alert providers to dangerous drug interactions.
2021-08
MedTech Innovator
MedAware Systems Launches AI Post Market Surveillance for Neuromodulation Devices
MedAware Systems' Science of Health Informatics (SOHInfo) launched an AI-powered surveillance service for Spinal Cord and Peripheral Nerve stimulation devices. This service aims to satisfy FDA and MDR post-market vigilance requirements by providing current and detailed event information.
2021-02
PR Newswire
Harvard Researchers Find Significant Clinical Impact and Cost Savings With MedAware's Patient Safety Platform
A study published in The Joint Commission Journal on Quality and Patient Safety validated MedAware's machine learning-enabled clinical decision support platform, showing significant clinical impact and estimated cost savings in preventing medication-related errors. The study, conducted by Harvard Medical School researchers, analyzed outpatient data and found that MedAware's system performed well in identifying important medication errors.
2019-12

Frequently Asked Questions

MedAware offers an AI-powered medication safety monitoring platform that integrates with existing EHRs and connected devices. It provides continuous 24/7 monitoring to detect anomalous prescriptions, identifies potential medication errors, assesses opioid dependency risk, and alerts providers to evolving adverse drug events and dangerous drug interactions.
While specific details on HIPAA compliance aren't explicitly stated in the provided search results, MedAware's platform is designed to integrate with existing health data systems and EHRs, which are subject to stringent healthcare regulations. The company's focus on patient safety and its collaborations with major healthcare providers suggest an adherence to industry standards for data handling and privacy.
The search results do not provide specific pricing models for MedAware's solutions. However, studies have shown that implementing MedAware can result in substantial cost savings by preventing adverse drug events. One study estimated over $1.3 million in direct cost savings when extrapolating findings to a full patient population.
MedAware's platform is designed for integration into existing technology systems, EHRs, and devices without requiring significant overhauls or additional hardware. They offer continuous clinical assessment and active client engagement to ensure the AI engine delivers clinical value and becomes smarter over time. They also provide resources like webinars and patient cases to aid in understanding and adoption.
MedAware has established strategic partnerships with healthcare providers like Ballad Health and industry leaders such as Baxter International and athenahealth. They have also collaborated with Allscripts Healthcare Solutions.
Founded in 2012, MedAware has secured $16 million in funding, including an $8 million Series A round, and was in the midst of a Series B round to accelerate sales and marketing in the U.S. Their long-term vision involves continuing to develop machine learning-enabled decision support solutions and expanding their data to cover more types of errors.
MedAware's AI uses machine learning and outlier detection to identify medication errors that traditional rule-based CDS systems often miss, such as wrong drug/wrong patient scenarios or errors based on evolving patient conditions. This approach significantly reduces false alerts, leading to higher physician acceptance and behavior change.

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