Besides the content of a speech, there are tons of characteristics included in it such as accent, emotions, inflection, psychophysical state, and many more. And this is what SaveAPP is using in order to serve its purpose. The voice is collected during conversations through phone calls with healthcare agencies, caregivers, families, or even a virtual assistant. The tool analyses the voice, extracts different technical features, and passes them to a trained Deep Neural Network (DNN) to project if the senior needs further and/ or immediate medical attention. With this feature extraction technique, there is no need to store the voices and hence, the privacy of users will be protected.