Nanoprecise has created a patented solution (hardware + software) that combines physics, material science, and data analytics to diagnose issues with machinery and detects anomalies, characterizes the faulty components and predicts the "Remaining Time to Failure."
Nanoprecise's sensor is the first sensor in the world that extracts RPM, vibration, sound, temperature & humidity information, all from one sensor. The software (which is built on AI algorithms that are only limited to research papers until now) analyzes the data from various sensing elements and achieves anomaly detection, fault characterization & remaining useful life prediction.