Scientific data is the most valuable asset of a biopharmaceutical company. Yet, there are still many roadblocks and misunderstandings of how best to realize the scientific and business potential of data. By using modern cloud platforms combined with the right strategy, a connected lab is achievable today and can serve as the foundation for advanced analytics, AI and ML.