Ansatz AI

Ansatz AI applies the Hierarchical Machine Learning (HML) algorithm developed at Carnegie Mellon University to model and optimize complex chemical and material formulations, offering both consulting services and standalone software. HML leverages domain knowledge of these systems in the form of physical models but uses powerful tools of statistical learning to uncover the hidden connections between variables. This allows the algorithm to predict synergies based on small datasets, leading to rapid optimization that saves time and development costs. It is ultimately a design tool, working with users in solving complex problems and providing insight instead of black-box answers. Ansatz AI works with producers of chemical and material feedstocks, formulated products, and manufactured products to accelerate innovation, reduce cost, and achieve sustainability goals.