Shyld leverages artificial intelligence (AI) to enhance operational efficiency and streamline workflows within hospitals. By incorporating built-in GPUs in its devices located in hospital rooms, Shyld automates the process of note-taking and medical documentation, significantly reducing the administrative burden on healthcare professionals. This system uses and end-to-end approach to include any interaction with patient in the documentation to provide a comprehensive report.