Abstract

Providing user software feedback and conflict resolution from a kiosk device. A computer of the kiosk captures audio and visual data from a user during an interaction between the user and software of the kiosk device. The computer analyzes the audio data and visual data to determine at least a sentiment of the user relative to the interaction and determines a score for the interaction. If the score is greater than a threshold, the computer determining at least a portion of the software needs improvement based on the score and the determined sentiment of the user during the interaction.