This project explores the development of an AI-driven smart assistant for healthcare professionals, focusing on building trust and transparency in AI-powered tools. Through primary research involving interviews with doctors and observation of hospital workflows, key challenges and opportunities were identified. The research highlighted the need for a doctor-centric approach that prioritises explainability and user control while emphasising the AI’s role as a collaborative assistant rather than a replacement for human expertise. This project aims to create a desktop application that streamlines workflows, enhances clinical decision-making, and fosters trust through transparent AI interactions and customisable features. By addressing the “black box” problem and empowering doctors with control over their AI-powered tools, this project strives to contribute to the responsible and effective integration of AI in healthcare.