DermatAI is the AI-based tool developed for early skin cancer detection, with a focus on Melanoma. Through an ensemble stacking model composed by convolutional neural networks and XGBoost classifier. DermatAI classifies skin lesions with high accuracy, aiding melanoma diagnosis and improving clinical decision support.