Compare Gesund.ai vs. Owkin in 2025

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Description

Gesund stands as the pioneering compliant AI factory dedicated to facilitating the introduction of clinical-grade AI solutions into the market. In order to meet regulatory standards, our platform meticulously audits and validates third-party medical AI solutions, ensuring their safety, effectiveness, and fairness. Gesund seamlessly manages the entire AI/ML lifecycle for all participants by integrating models, data, and expertise within a user-friendly no-code environment. We offer standardized, cohesive, and diverse data tailored to meet your machine learning requirements and regulatory obligations. By evaluating the validation needs of models, Gesund.ai supplies an optimal combination of high-quality data sourced from its extensive network of clinical partners. Model owners can share their clinical studies with Gesund.ai to curate the necessary datasets, subsequently uploading their models onto Gesund.ai's federated validation platform, which can be situated on hospital premises or within a private cloud. Each model undergoes evaluation against a validation dataset that has been specifically curated on the hospital side, ensuring that the results are relevant and reliable, ultimately enhancing the quality of healthcare solutions. Through this comprehensive approach, Gesund not only supports compliance but also accelerates the path to effective AI deployment in clinical settings.

Description

Individuals globally are plagued by intricate illnesses and a wide array of symptoms. Yet, they all have one crucial requirement in common: the urgent demand for the quicker creation of safer and more efficient treatments. Owkin’s goal is to enable researchers in hospitals, universities, and pharmaceutical firms to comprehend the reasons behind variations in drug effectiveness among patients, streamline the drug development process, and pinpoint the optimal medication for each individual to enhance therapeutic results. Central to Owkin's research ecosystem is Owkin Loop, which links medical researchers with high-quality datasets sourced from top academic research institutions worldwide. This innovative platform is driven by two primary elements of Owkin's Software Stack: Owkin Studio, a machine learning platform, and Owkin Connect, which serves as a federated learning framework. Additionally, Owkin is actively engaged in medical research collaborations across various fields, including Oncology, Immunology, and Cardiovascular diseases, showcasing the breadth of its commitment to improving patient care. Their collaborative efforts reflect a dedication to transforming healthcare through advanced technology and data-driven insights.