Following the introduction of the General Data Protection Regulation (GDPR) guidelines and the closely aligned EU AI Act, data governance initiatives continue to remain at the forefront of successful data practice. Companies that comply with standards today will see positive effects on brand, efficiencies, and operations. Generating more reliable data ensures that data-driven insights analytics are both reliable and fully compliant. How do we do this? What are the resources, infrastructure, and key considerations, needed in place for this to happen?