Scientists have been able to uncover evolutionary relationships between different plant species utilizing DNA sequencing. Studying these relationships is beneficial for our understanding of biodiversity and conservation biology. Additionally, we can improve our conservation efforts, detect invasive species, and understand the effects of climate change. Today, artificial intelligence plays a crucial role. It helps monitor read alignment, variant detection and analysis, and Genome assembly. In addition, it serves other functions that we will further explore throughout the article.