Tignis provides a physics-driven software solution for managing industrial assets, processes and operations. Using machine learning and digital twins, Tignis monitors mechanical systems, not just individual assets, so manufacturers can expand predictive maintenance coverage, detect and reduce risks to plant or line reliability, enhance O&M team productivity, and improve plant performance.