Reality Analytics, Inc. (Reality AI) was founded by Jeff Sieracki and Stuart Feffer in 2015 to make software that helps R&D engineers develop products using sensors. Reality AI uses proprietary algorithms for optimized feature discovery and model generation, component selection and specification setting, BoM optimization, and data collection / synthetic augmentation/curation. Use cases include sound recognition, gesture recognition, and predictive maintenance using vibration, accelerometer, sound, radar, current/voltage/capacitance, and other sensor modalities. Customers in the automotive, industrial, and consumer/commercial products sectors. Reality AI has 14 US patents and 6 more pending, all in the areas of feature discovery and machine learning as applied to sensor and signal problems. Offices in Columbia, MD, Sunnyvale, CA and Tokyo, Japan.