Data, analytics, and ethics Data, Analytics, and Ethics This panel, led by Lisa Wardlaw, featured Sean Rider of One Concern, Rosie Smith of MIS, Ernest LeGrand of Maptycs, and Philip Youell of GWT Insights and discussed the use of data in the context of analytical modeling and data ethics. There is a lot of data out there. We have so much data that we need help figuring out what to do with it. The fundamental issue with that data is that we still are working out what parameters and criteria are the most relevant to protect companies and individuals and deliver innovation in risk assessment, pricing, fraud detection, and loss reduction able to deliver new sources of competitive advantage. Still, most companies need help when using data to evaluate known unknowns.