Integration of Machine Learning (ML) techniques into public administration marks a new and transformative era for e-government systems. While traditionally e-government studies focused on text-based interactions. this one explores the innovative application of ML for image analysis. an approach that enables governments to address citizen petitions more efficiently. https://www.butterflybeaders.shop/product-category/collections/