Marketing Automation (MAC) is a Canadian company founded in 2008, specializing in business services within the advertising and marketing sector. With a workforce of 51 to 200 employees, the company focuses on providing solutions that enhance marketing efficiency and data management for its clients. A notable document from MAC is a case study detailing their involvement in a database cleanup project for a client that designs workforce education programs. The case study outlines the challenges faced by the client, including issues with data duplication and the need for a thorough database audit. MAC's approach involved creating a comprehensive report to identify non-marketable leads and implementing strategies to improve data integrity. The company utilized its database audit tools to address lead classification issues and recommended solutions for syncing problems between the client's Marketo and Salesforce systems. This case study exemplifies MAC's expertise in managing complex data challenges and its commitment to improving marketing outcomes for its clients through tailored solutions.