Ray O'Brien, COO at Quantexa, spoke about the "third industrial revolution," driven by cloud-based machine learning. Ray explained how this technology provides unlimited capacity to explore innovation, trials, and different projects that were not affordable in the past. He also discussed the importance of learning both technology and business sides to be the go-to person between them. Ray predicts that cloud providers will be regulated like utilities as the cloud becomes more integrated with AI and ML. His career advice is to gain a global view by experiencing different cultures, which can provide a lot of value in one's career. Ray is an international business leader, board member, independent director, and advisor with expertise in Data, Analytics, Technology, Risk and Finance. Bio: Ray O'Brien Chief Operation Officer at Quantexa Ray is Chief Operation Officer at Quantexa. He is known to inspire business growth through innovative thinking, strategy and a global perspective. Ray is an international business leader, board member, independent director, and advisor with a unique mix of expertise in Data, Analytics, Technology, Risk and Finance. Ray is a proven influencer who makes an impactful difference operating with Boards and C-Level decision makers. Ray graduated from University College Dublin in 1989 with a degree in mathematics and computer science. He joined Kleinwort Benson as an equities trading systems developer and in 1991 moved to Nomura, within futures and options trading. Two years later, he joined risk at Banque Paribas, before moving to the risk area at Deutsche Bank in 1997. In 2001 Ray left Deutsche Bank to form a risk management consultancy based in London and Germany that included among its customers: Royal Bank of Scotland, Deutsche Bank, Merrill Lynch, Credit Suisse and HSBC. In 2004 Ray joined HSBC as a member of the executive committee for HTS Global Banking & Markets (HTS GB&M). Ray has managed a number of business areas within HTS GB&M, including Global Transaction Banking, Global Banking, Operations, Risk and Finance software and change delivery. Ray moved to the Global Risk function in 2012 and became the Global Risk COO and Global Head of Risk Analytics. In June 2021 Ray left HSBC and started the life of a Pluralist. --