The 12th international meeting on Visualizing Biological Data took place on March 16–18, 2022 (AKA VIZBI 2022). This conference is always a visual treat, and with its focus on transforming how Life Scientists view data from Molecular and Cellular Biology and Biomedical Science this year’s event was no exception.