About project

A remote patient monitoring platform that connects wearables and AI to predict complications and boost post-discharge adherence.

Patients often fail to follow post-discharge care plans, miss medications, or overlook early warning signs—leading to complications and hospital readmissions. We created VitalAI, a system that uses real-time wearable data and machine learning to track patient vitals, detect anomalies, and alert both patients and doctors proactively.

Category
Healthcare
Launched
2025
Location
Team size
10
A great team is the path to product success
Yaroslav M.
+
13
Andrii T.
+
13
Linda M.
+
13
Adam I.
+
13
Mykola Ch.
+
13
Anastasiia S.
+
13

A remote patient monitoring platform that connects wearables and AI to predict complications and boost post-discharge adherence.

Patients often fail to follow post-discharge care plans, miss medications, or overlook early warning signs—leading to complications and hospital readmissions. We created VitalAI, a system that uses real-time wearable data and machine learning to track patient vitals, detect anomalies, and alert both patients and doctors proactively.

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Challenges 
we faced

Post-discharge monitoring is fragmented: patients use multiple devices (or none at all), and hospitals struggle to maintain oversight. Our challenge was to unify health data from different sources, analyze it in real time, and create actionable alerts while maintaining regulatory-grade data security and intuitive UX. The system also needed to integrate with hospital infrastructures via standards like FHIR API.

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Solutions we delivered

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PROJECT IN DETAILS

VitalAI is designed for hospitals, clinics, and care platforms seeking to extend care beyond the hospital stay. It connects with smartwatches, glucometers, and blood pressure monitors to continuously monitor health indicators. AI models analyze the data and issue personalized alerts or notify care providers when critical changes occur.

Connected health device ecosystem
Seamless integration with smartwatches, glucose monitors, and blood pressure cuffs. Data synced in real time via secure APIs.
AI risk detection & personalized engagement
ML models detect irregular heart rates, glucose spikes, and other anomalies. Patients receive push/voice reminders for medications, exercises, and follow-ups.
Hospital-ready infrastructure
Predictive readmission scoring via ML. Doctor dashboard with patient prioritization. Full FHIR API support for EMR integration. Built with React, Laravel, PostgreSQL, Redis; hosted on AWS with Bitbucket Pipelines for CI/CD.
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Delivery manager
"Ensure that Empat is the hub where even the wildest ideas transform into reality"
Valeriia
Head of Delivery at Empat