Seeking to ensure compliance quality and prevent fraudulent transactions, a number of artificial intelligence ( AI ) and big data companies have sprouted up in Asia to help financial firms sift through massive and endless flows of data and convert them into useful information. Many of these fintech players have looked to the Asian financial hubs of Hong Kong and Singapore as an ideal base of operations due to their financial services infrastructure and business-friendly environment.