Energy transition will necessitate the development of new pathways for producing, transporting, and consuming renewable energy. This interconnected industrial economy will generate exponentially larger amounts of operational data. AI and advanced analytics will emerge as critical tools to leverage this vast data influx. However, similar to constructing a building, a robust data infrastructure will serve as the essential foundation for conducting advanced analyses. In this presentation, we will discuss the steps you can take to adopt an infrastructure-oriented approach to operational technology (OT), ensuring that you build upon a strong foundation and avoid overlooking any crucial steps along the way.