The introduction of Artificial Intelligence (AI) in revolutionizing e-business environments has considerably automated operational efficiency with ease. The induction of AI has increased consumer engagement and business success across the e-commerce landscape. Concerning this, this research examines the application, operation, and various impacts and challenges of the adoption of artificial intelligence across e-commerce operations and platforms. Primarily focusing on Shopify as a case study, this allows for an effective and efficient analysis of AI adoption. This research utilizes SWOT analysis and comprehensive academic literature in evaluating AI environments and AI adoption, such as intelligent chatbots, personalization engines, and security systems. Through this analysis, this research extends to how these implementations transform both small and medium-sized enterprises (SMEs). The research identifies the barriers to implementation, strategic approaches in effective AI adoption, and factors that are to be attributed to success. Additionally, this research contributes to the competitive advantages through an established platform, such as Shopify, for a more grounded approach. This paper evaluates the AI adoption in the e-commerce landscape and addresses the economic infrastructure. Allowing effective solutions for SMEs in practical, technical, and ethical ways.