(USA and Canada) Tom Dunlap, Chief Data Officer at London Stock Exchange, together with Robert Lutton, Vice President at Sandhill Consultants, explains the importance of organizations hiring CDOs. There is a need to effectively understand where and how data is created in order to avoid duplicates and misunderstandings. According to Dunlap, proper harmonization of data should be implemented by producers, data stewards, and consumers.