This assignment discusses the implementation of Machine Learning (ML) and Artificial Intelligence (AI) in the online retail industry, specifically for the Australian company JD. The report provides effective measures for JD to adopt the utilization of ML and AI in their online retail website. It also discusses the advantages and disadvantages of chatbots and virtual assistants, and the ethical, social and legal issues associated with ML on online retailer platforms.