The integration of ambient artificial intelligence (AI) scribes into healthcare delivery represents one of the most rapid technological adoptions in modern clinical informatics. Powered by automatic speech recognition (ASR), natural language processing (NLP) and large language models (LLMs), these systems passively capture multi-party acoustic dialogue within the clinical encounter and synthesise unstructured clinical discourse into structured documentation. Health system lea