Leveraging AI for Patient Segmentation and Medication Adherence Forecasting

The Challenge

Bayshore HealthCare is set to enhance patient care with two AI-driven solutions: a Patient Segmentation Model and an Adherence Forecasting Model. These innovations aim to streamline the patient journey and improve medication adherence across Bayshore’s extensive network, which serves over 350,000 patients nationwide. The AI models will efficiently segment patients and predict adherence challenges, enabling personalized care pathways and interventions. This approach will reduce the time to initiate recovery and increase the consistency and safety of medication usage, ultimately elevating the standard of home and community health care services in Canada.



Scale AI investment


Total investment


“Through AI, we're not just predicting patient needs; we're actively shaping a future where every individual receives the right care at the right time, enhancing the quality of life for all Canadians.”

— Stuart Cottrelle, President, Bayshore HealthCare
Made possible through the
financial support of
Gouvernement du Québec
Gouvernement du Canada

Join ALL IN - the most important event dedicated to Canadian AI!