AI – Artificial Intelligence has been the buzz word in current market strategy. Though this was an alien few years before but now it has a great depth and is way more advanced than we can imagine. The AI-assisted automations have not only increased the efficiency pf machines but also the overall industrial operations. Several researchers and scientists have conducted studies and have confirmed that the analyzing of images, backpropagation and networking done on a natural scale is used as a testing technique in the textile manufacturing fields. The entire paper discusses the importance of Artificial Intelligence, its meaning, implementation, sustainability in varied fields, application in the textile industry, a few examples are also named and explained. How the adoption in the textile industry had benefitted the manufacturers and its pros and cons. The right use of AI programing can help develop and enhance many fields but, on another hand, AI is overly used, it will overly dominate the human race as well as exploit their rights.