RATify facilitates the creation of new AI tools while also validating and monitoring third-party AI solutions. It supplants conventional research methodologies with retrospective evaluation and real-time auditing, enabling the generation of scientific evidence and analysis of various AI solutions for quality assurance. Positioning explainable AI at the forefront, with physicians leading patient care and ensuring the safety of AI applications.