This talk is going to showcase an overview of an AI-based platform called PhageAI, which is responsible for genome analysis, and feature extraction from DNA and proteins, which comes with awe-inspiring classification results for lifecycle and taxonomy. By PhageAI's example, we want to prove that AI-driven development is helpful and accurate during the automation of various tasks in the phage domain, which we believe will boost phage therapy in the future.