Ensuring data quality and integrity is paramount for reliable analysis. Business leaders should implement data governance policies to maintain data accuracy, consistency, and security. Regular audits, data cleansing, and validation processes are essential practices. Additionally, fostering a culture of data responsibility among employees can help in maintaining high data standards.