Scaling Annotation Throughput

The Future of Data Annotation

TagCash, built by Headstart AI, is a SaaS annotation workflow designed for computer vision annotation vendors facing fluctuating demand and throughput bottlenecks.

Instead of scaling delivery by hiring more annotators, vendors use TagCash to offload first-pass annotation to an elastic, managed crowd - while keeping full control through a vendor-owned review and approval layer.

Only approved annotations are paid for. Boxes can be automatically converted into instance segmentations, with your team reviewing and adjusting outputs rather than drawing from scratch.

The result is faster turnaround, lower variable cost, and the ability to scale annotation throughput without compromising quality or margins.