(USA and Canada) Rebecca Ehrlich, Chief Data Officer, Canadian Banking, Global Wealth Management & Tangerine at Scotiabank together with Patrick Martin, Business Development Manager at Lingaro describes the challenges she encountered on her data transformation journey. Ehrlich always sticks to top priorities then executes tactical initiatives. To have stamina and resilience despite negativities during early project stages is important.