The frequency of data cleansing depends on the volume and nature of the data a business handles. Some organizations may need to cleanse data weekly, especially if they deal with large datasets and constant updates. Others might find monthly or quarterly cleansing sufficient. The key is to establish a routine that aligns with the businessâs data usage and objectives.