Solid State AI is building a SaaS platform that enables process and equipment engineers in complex manufacturing industries to increase manufacturing yields, optimize process parameters, and reduce equipment maintenance costs and downtime. Our hybrid quantum-classical machine learning algorithms are particularly effective at predicting on sparse data sets – those with limited data, or those with lots of noise and only a few relevant signals.