We build Industrial AI for the world’s leading manufacturers for real production data with real yield impact. We are building our own tabular foundation models (pretraining, fine-tuning, serving at scale) and Transformer architectures for time-series forecasting on noisy, sparse, irregularly sampled sensor data.