- Standardizing Data: Establish a standard format for dates, phone numbers, and other data fields. Use data transformation tools to convert existing data to this format. - Using Data Integration Tools: Tools like ETL (Extract, Transform, Load) can help automate the process of standardizing and integrating data from different sources.