Erin Marshall is the data and information manager for Azavar Government Solutions. She has been with company since 2014 and is responsible for acquiring the necessary documents and data for the analysts to use in their audits. In this interview, we learn what types of data are necessary for a municipal audit and the challenges that come with acquiring that data. We also learn how Erin uses the latest technology to automate data cleansing and improve data quality, helping to produce faster, more efficient audits.