DrugProtAI not only predicts protein druggability but also explains why. Using SHAP values, it identifies key features like kinases and protein instability that drive predictions. This system is crucial for scientists, empowering them to make informed decisions, understand the biological rationale behind predictions and ultimately select more promising drug targets with greater efficiency.