As an EMT, the founder, Sid Karnati, learned how much a calm voice and a quick response can mean to someone who is frightened. In those moments, his attention belonged to the person in front of him: assessing their condition, offering reassurance, and helping them reach further care. Afterward, another question emerged: could there have been an opportunity to help before the emergency?
The question followed him into the clinic.
Working as a medical assistant, Sid saw how difficult it could be to capture weeks of daily health in a brief appointment. Patients had to recall changes in how they felt, while physicians pieced together their accounts with medical histories and test results. He wanted to help that connection continue between visits.
This goal shaped Bio360AI, a mobile platform designed to build personalized health digital twins using wearable measurements, medical history, and clinical records. By bringing these inputs together over time, we aim to support continuous monitoring, helping patients and physicians notice changes and identify trends that need professional review.
Today, our focus is testing whether these models provide accurate, clinically useful insights across diverse patient populations. We want everyday health data to support more informed conversations and earlier attention to emerging concerns.
And the idea became Bio360AI.
We built Bio360AI to help patients and physicians stay connected between appointments. The mobile platform brings wearable measurements, medical history, and clinical records together into a personalized health digital twin, a model designed to reflect how someone’s health changes over time.
Our goal is to make those changes easier to understand and share, helping physicians identify trends that deserve closer review. We are now testing the models for accuracy and clinical usefulness across diverse patient populations. The people behind the data remain our reason for building: patients who want to understand their health and physicians who want to support them beyond each visit.
