Algoritmica predicts asset failures to get to zero unplanned downtime Algoritmica makes predictive maintenance software that predicts asset failures using machine data and deep learning. The success of our customers shows that we can decrease downtime and maintenance costs significantly. Algoritmica wants to transform the way organizations use their data to make machines, devices, and infrastructure smarter.