The transform phase involves cleaning and converting the extracted data into a format that is compatible with the target system. This may include tasks such as removing duplicates, correcting errors, and standardizing formats. For instance, transforming data may involve converting date formats, normalizing names, and enriching email lists with additional demographic information.