“Before Nucleus, we used several scripts to find similar examples in our dataset, but the experience wasn’t reproducible or particularly collaborative. Nucleus helps us quickly establish new slices of our dataset suitable for labeling. Thus, with Nucleus, we are able to uncover rare classes in our dataset, finding larger sample …

“We didn’t want to get sidetracked by building internal data management tools and infrastructure that ultimately don’t provide direct value to customers. Scale already provided quality annotations to our perception team, so it was a natural extension to use their platform and solve adjacent pipeline problems of data selection and …