I like Cynthia Arnold’s approach to the problem of data discovery for a materials R&D organization. In a podcast episode for Citrine, she says ¹ : An inventory, understanding what you have, is all about finding . Nothing is accessible yet, just identifiable. She goes on: This is backtracking a FAIR ² pipeline.