The document discusses improving database integrity and reducing bad data. It covers Secureworks' goals of standing up a global demand infrastructure and increasing process efficiency. It then details Secureworks' challenges around having 95% of leads going directly to sales and getting executive buy-in for database integrity. The results Secureworks saw included a 54% higher revenue for marketing-contributed opportunities, a 33% marketing contribution to pipeline, and improved database integrity measures. The takeaway is to get executive support, regularly update databases, include sales in processes, and ask for help.