Solid State AI enables manufacturers to increase their profits by optimizing their manufacturing process flows. We do this by deploying AIMS, our specialized machine learning software, that tool and process engineers use to build and deploy machine learning models on their manufacturing floors. AIMS’ key differentiator is its ability to predict from unbalanced noisy datasets. Algorithms powering AIMS are inspired by our work in quantum machine learning.