ADNOC is one of the top ten oil producers in the world, employing around 50,000 people across more than 70 group companies. Before its transformation, project and portfolio data sat in silos, spread across different systems, often producing conflicting reported numbers for the same projects. This fragmentation made it difficult to drive efficiency, reduce costs, and support ADNOC's sustainability ambitions at scale.