This QuickTalk will take a deep dive into the complexities of data risk within utility-scale solar development. As the industry experiences rapid global expansion, the scarcity of qualified designers and engineers has led developers to increasingly rely on software automation. However, outdated data formats and fragmented software platforms have created challenges. Consequently, developers are forced to juggle numerous data sets across different platforms, risking data quality and project viability. This degradation in data quality has resulted in significant financial losses and diminished trust in solar assets, hindering progress towards decarbonization goals. This session will explore potential solutions through collaborative efforts and technological innovations, such as centralized platforms and digital twins, to mitigate these risks and propel the industry towards sustainable growth.