Applied design lab

FocusWe build interfaces that drive visual model training at scale. People see things machines miss: a subtle difference, an unexpected pattern, a detail that changes the meaning of an image. We design ways to bring that judgment into the training process.

ApproachWe focus on the work between an image and a better model: looking, comparing, correcting and deciding. Our tools make these actions useful to people and turn their judgment into clear examples for machines. Expert knowledge becomes a practical foundation for visual learning at scale.