C the Signs is an AI driven system used by healthcare professionals to accelerate early cancer detection and survival. They use advanced algorithms combined with optimisation and prioritisation systems to reflect the natural decision-making process of doctors, translating complex research and guidelines into a simple and intuitive journey for the user. In 2020 alone, C the Signs has risk-assessed over 50,000 patients and diagnosed over 5,000 cancers. They have a steady growth trajectory, and they would like to develop their natural language capabilities to read free text data and to further improve their prediction algorithm.