Implementing data hygiene practices involves a combination of automated tools and manual processes. Start by setting up regular data cleaning schedules. Use automation tools to handle repetitive tasks like removing bounces and validating new email addresses. Regularly review and update your segmentation criteria based on engagement metrics.