Case Study: Medical AI Company (MAI) achieves scalable image annotation with CloudFactory

Medical AI company stays ahead of the curve by labeling 24,000 images in 6 months.

Medical AI Company turned to CloudFactory when its founder needed to offload time‑consuming radiograph labeling so he could focus on innovation. The company needed thousands of images labeled quickly and accurately by a consistent remote team that could work in its custom annotation tool, and crowdsourcing or in‑house hires proved costly or risky — so they engaged CloudFactory’s Computer Vision Managed Service.

CloudFactory provided a trained, managed workforce that learned the client’s tool and standards, reaching full production in two weeks and self‑sufficiency in three months. As a result, Medical AI Company completed 12 additional imagery databases, now tags 4,000+ radiographs per month, and the founder regained bandwidth to focus on product and go‑to‑market work while maintaining high annotation quality with CloudFactory.