XVision is a system designed to automatically detect anomalies and diseases encountered anywhere in the human body. With radiologist-level accuracy, XVision analyzes common medical X-ray images with the help of Azure technologies such as Azure Machine Learning Studio. The application lets the medical team using the X-ray scanner to upload the generated image and provides a diagnostic, along with a heat map of the original scan in which the anomalous areas are highlighted. XVision uses a Convolutional Neural Network to classify the body part that the scan presents, then two DenseNet Neural Networks for the anomaly detection and its classification.