Use by financial authorities of advanced data collection and analytics tools enabled by new technologies is collectively called suptech. In the area of data analytics, the development of such tools has been facilitated by advances in artificial intelligence and its practical application in machine learning, natural language processing and other advanced analytics capabilities. These tools have provided opportunities to enhance financial authorities’ capacity.