organization of information from electronic health records, claims databases, medical devices, Health Information Exchanges, unstructured data and more. The solutions offered by SquareML encompass a range of applications, such as Readmissions, Fall, Chronic Disease Prediction, Risk Stratification, Digitizing Patient Health Records, Natural Language Processing solutions, Telehealth solutions, and more. By structuring its operations across three interconnected layers, SquareML is able to facilitate the seamless flow of healthcare data, advanced processing, and meaningful presentation of insights, ultimately contributing to improved decision-making and better patient outcomes. SquareML addresses a fundamental challenge in healthcare data management by streamlining the complex process of ingesting, cleansing, integrating, and organizing information from diverse sources. By employing advanced machine learning techniques, SquareML enables the extraction of meaningful insights from healthcare data. Ultimately, SquareML contributes to improved decision-making in healthcare, leading to better patient outcomes. The platform's no-code machine learning capabilities empower users to navigate the intricate landscape of healthcare data without the need for extensive technical expertise, making it a versatile solution for healthcare organizations.