According to several publications including Forbes, more than 50% of digital transformation projects will fail. Leverage our study group to capture lessons learned from industry peers, please join the Data Analytics Study Group as we host a panel discussion on successful use cases of applied data science and technology within the Health, Environmental, and Safety disciplines. We have a diverse panel with varying perspectives that will discuss solutions deployed from applied machine learning/artificial intelligence to virtual/augmented reality (VR/AR) and digital twins. The panelist will share technical details and value captured of solutions that have been successfully developed and adopted. Additionally, lessons learned and best practices to consider when deploying these types of solutions will be discussed.