Building a Data Culture Framework

This guide outlines the essential components and maturity stages necessary for developing a data culture within an organization. It begins by emphasizing the importance of people in the transformation process, highlighting the need for executive sponsorship and effective change management strategies. The document details four key areas: guardianship, enablement, technology, and the role of people in fostering a data-driven environment. It describes the gradual process of implementing a data culture, starting from cottage industries to centralized capabilities, self-service, and general business use. The guide also presents customer journey examples, illustrating different approaches organizations can take in their data culture journey. Finally, it emphasizes the goal of aligning data initiatives with business objectives and the importance of building high-quality data products to leverage AI effectively. The document serves as a comprehensive resource for organizations aiming to enhance their data capabilities and drive informed decision-making.