The frequency of data audits can vary based on the industry, regulatory requirements, and the volume of data handled. Generally, businesses should conduct data audits at least annually. However, for businesses in highly regulated industries like finance or healthcare, more frequent audits (quarterly or even monthly) may be necessary.