Motivation and Introduction
Data privacy is one of our core values at doc.ai, and privacy is by design in all our products and solutions. We respect the personal information of our users and we understand the choices involved in contributing to better health outcomes via the right vehicle at the right time, such as clinical research or AI trainings.
To facilitate our twin goals of respecting privacy while learning from data, we have committed ourselves to researching and developing cutting edge privacy-preserving technologies such as edge AI and federated learning. Together these technologies make it possible to train AI models on mobile devices themselves, which allows us in turn to keep an individual’s data on the device, a necessary first step in preserving data privacy.