Segments.ai's mission is to automate image labeling and drive labeling cost to zero, focusing on automotive. We help you to drastically reduce human effort involved in labeling massive datasets on pixel level for segmentation purposes. Our cloud platform & API covers efficient single-click labeling interfaces & automated proposals, allowing easy integration in your existing ML pipeline, whether on training or validation level. Active learning with uncertainty prediction and data distillation are on the way, the latter effectively answering the question which data needs to be labeled.