The Industrial Internet of Things (IIoT) has enabled businesses to collect massive amounts of data from previously untapped sources and explore new avenues for improving productivity. However, due to the sheer amount of data, most of it goes unanalysed and unused. To overcome this, businesses and industry experts are turning to AI and machine learning (ML) solutions for IIoT applications to gain a holistic view and make smarter decisions more quickly. AI and ML can help to analyse data from industrial devices, such as IP cameras, and detect tiny defects on manufacturing assembly lines, allowing businesses to make more informed decisions.