Catalysis is an extremely challenging but valuable field, with impact on all of humanity. Adoption of the outlined approaches can facilitate the update of emergent data-driven methods for a transition to cleaner, more active heterogeneous catalysts that benefit the global population. There are many examples of good practice, but efforts are still needed if we are to maximise the potential value for all.