This document summarizes a presentation on data management strategies. It introduces the speakers - Emilio Acevedo, Geraldine Gray, and Rob Zelinka. The presentation provides an overview of how to ensure clean, complete data through strategies like managing duplicates and implementing a data strategy. It also describes PROS' experience with data quality challenges and solutions. The presentation aims to provide attendees with tips and next steps to improve their own organization's data.