The project Philotis has developed a web-based platform1 and a methodology, implemented as a pipeline, for recording, analyzing, and documenting living languages in real-life contexts. The platform incorporates cutting-edge multi-modal technologies (text, image, audio). The tools have been integrated into an advanced digital platform designed for language analysis and documentation, employing machine learning techniques.