This presentation will try to provide some technical background on one particular project that our team has been working on. The project itself focuses on developing an AI-driven system to analyze free-text comments and identify issues such as power problems or equipment failures, thereby streamlining problem resolution and reducing customer wait times. Our presenter will explain how various IT platforms, Machine Learning approaches and Natural Language Processing tools were applied to get the system into its final form.