Intellegens is a spin-out from the University of Cambridge with a unique Artificial Intelligence (AI) toolset that can train deep neural networks from sparse or noisy data. Their mission is to help their clients accelerate innovation by using their unique deep learning solutions to extract valuable information from existing processes and data. The technique, created at the Cavendish Laboratory, is encapsulated in Intellegens' first commercial product, Alchemite™. The cutting-edge deep learning algorithms that Alchemite™ is based on can see correlations between all available parameters, both inputs and outputs, in fragmented, unstructured, corrupt or even noisy datasets. The result is accurate models that can predict missing values, find errors and optimise target properties.