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![Outline of a healthcare professional with a stethoscope, computer monitor with a medical cross, on a blue circular background.]()
LENGTH OF STAY
Length of Stay (H2O-LOS) applies advanced machine learning to predict discharge within 24 and 48 hours, combining hundreds of clinical data points – such as demographics, lab results, and surgical details to deliver actionable insights.
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![Icon of a healthcare worker with a stethoscope and a monitor displaying an exclamation mark in a medical or technical warning context.]()
EARLY WARNING INDEX
Early Warning Index (H2O-EWI) applies advanced machine learning and hundreds of clinical data points to predict the likelihood of critical adverse events among patients in the next 24 hours – empowering care teams to intervene early.
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![Outline icon of a healthcare professional with a stethoscope, a clock, and a calendar on a computer monitor, on a blue background.]()
NURSE SCHEDULING
Nurse Scheduling (H2O-NS) uses intelligent automation and mathematical optimization to create balanced, efficient schedules –aligning staffing targets with individual preferences to ensure the right skills are in the right place at the right time.
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![Line drawing of a healthcare professional with a stethoscope near a monitor displaying a hospital bed and medical equipment.]()
OR OPTIMIZATION
Operating Room Optimization (H2O-OR) uses advanced analytics and mathematical optimization to improve scheduling, enhance utilization, and increase patient access – empowering surgical teams and administrators with actionable insights.
Find the right solution for you with guidance from our team.
Holistic Hospital Optimization
Our mission is to revolutionize healthcare through the power of AI and optimization by supporting health systems in strengthening operations and building healthier communities.
Ajay Kumar
Executive Vice President and Chief Clinical Officer, Hartford HealthCare and H2O Board Member
“I’ve seen firsthand how much time hospitals lose to inefficiencies. Our world-class data scientists and industry leaders work together to build the platform with one purpose: to give care teams the freedom to focus on what matters most - patient care.”
Daniel Craig Kombert, MD
Associate Vice President, Medical Affairs at Hartford HealthCare
“Integrated directly into our EHR, a key request from our physicians, the H2O-LOS solution fits seamlessly into daily unit-based workflows and prompts critical conversations about discharge barriers. It fosters communication and alignment among interdisciplinary teams, ensuring that every patient’s transition is safe and timely. Most importantly, it is accurate, reliable, and proven to work - giving our teams greater confidence in making discharge decisions and advancing our shared commitment to excellent care.”
Read About Hartford HealthCare x H2O Collaboration
Strategic Partners
The complete hospital optimization solution, designed by academic and industry experts to transform healthcare operations from the ground up. Developed in collaboration with Hartford HealthCare, powered by data infrastructure engineers at MIT, and shaped by innovative technology consultants from Dynamic Ideas, it addresses real clinical challenges with proven, measurable impact.
Read About Dynamic Ideas x H2O Collaboration
Trusted by top healthcare systems to improve healthcare delivery through AI and optimization.
Ready to power your hospital with H2O solutions?
10%
Shorter Patient Stays,
with steady readmissions
10
Large-Scale Hospitals Supported
5+
Years of Algorithm Training
3
Continents in Business