AI-scribing solutions in healthcare often rely on one-shot or few-shot prompts, leading to long notes and potential errors.The FactsR method introduced aims to extract clinical information in real-time during consultations for generating more accurate and concise notes.FactsR involves clinicians in the note generation process, improving patient safety and enabling new use cases in real-time decision support.