The increase in consumer data privacy laws brings continuing challenges to data teams all over the world which collect, store, and use data protected by these laws. The data engineering team at Mars Petcare is no exception, and in order to improve efficiency and accuracy in responding to these challenges they have built Gecko: an efficient, auditable, and simple CCPA compliance ecosystem designed for Spark and Delta Lake.