This panel will focus on the recent the concept of Artificial Intelligence (AI) in industry, better known as “Industrial Artificial Intelligence”. There are several reasons for the recent popularity of Industrial AI: More affordable sensors and the automated process of data acquisition; More powerful computation capability of computers to perform more complex tasks at a faster speed with lower cost; Faster connectivity infrastructure and more accessible cloud services for data management and computing power outsourcing. However, the technology alone never creates any business value if the problems in industry are not well studied. The speakers of this panel will discuss the challenges of IAI, in particular issues related to Big Data acquisition and the analysis and transformation of raw data to intelligent predictions for rapid decision-making in a manufacturing context, among other issues.