Embodiments of the present invention provide a system for rendering applications based on real-time accessibility assessment. The system is configured for identifying that a user is accessing an application on a user device, capturing real-time accessibility data associated with the user device of the user and real-time usage data associated with the user, wherein the real-time usage data is associated with usage of the application, validating the real-time accessibility data and the real-time usage data; inputting the real-time accessibility data and the real-time usage data into a machine learning model, analyzing the real-time accessibility data and the real-time usage data, via the machine learning model, generating an accessibility score based on analyzing the real-time accessibility data and the real-time usage data, and rendering the application based on the accessibility score.