Lynceus is a virtual quality-control testing platform for manufacturing, to accelerate root-cause analysis and targeting the real-time detection of 100 percent of defects with their pure software solution using data already collected. The venture uses transfer learning to train their technology on data from a single machine; consequently, the technology is deployable across multiple machines of the same type without retraining. The venture targets industry verticals that maintain centralized databases: semiconductor and pharmaceutical.