The prime concern of current research-based study is to inspect the comparative analysis between Internet of Thing (IoT) and Artificial Intelligence (AI) that might result in enhancement in motivation to check which one is the best. Most importantly, this study comprises brief overview of the research, its evaluation to identifying the issues between IoT and AI using the analysis of algorithms on text classification and MNIST datasets as well as the variables that perform their role in this regard. IoT and AI is mutually beneficial for both type of technology. Furthermore, it explains the issues which provides justification and improve decision making process. While IoT add values to AI through connectivity and data exchanging. In addition, it contains research questions, variables, specifiers of both IoT and AI, research objectives using the analysis of text classification data set and analyze the improvements.