Insilico Medicine

Insilico Medicine develops artificial intelligence systems that utilize deep generative models, reinforcement learning (RL), transformers, and other modern machine learning techniques for the generation of new molecular structures with specific properties. Insilico Medicine also develops software for the generation of synthetic biological data, target identification, and the prediction of clinical trials outcomes. The company integrates two business models; providing AI-powered drug discovery services and software through its Pharma.AI platform and developing its own pipeline of preclinical programs. It has demonstrated the ability to identify the novel target for a major disease, generate and validate novel molecules with the desired properties for that target and nominate a preclinical candidate in under 18 months.