There is constant growth, complexity, and creation speed of data. Therefore, a FAIR approach to data management is paramount. Having led transformative FAIRification efforts within their enterprises, panelists in this talk will discuss what the infrastructure to handle biomedical big data should look like, the challenges they faced while adopting FAIR approaches to data management, and some wins on this journey to FAIR transformation.