During all these years, we have moved from prototypes to production, and the observatory culture is slowly changing towards this data centric approach, including slow incorporation of AI/ML and NLP. Nonetheless, this is just stage one, as we are now moving to expand the scope incorporating, among other things, the cloud and creating a homogeneous, hybrid, data cyberinfrastructure.