Across industrial, high tech, automotive, pharma, energy, logistics and semiconductor sub fab manufacturing environments, the proliferation of  IloT and the advent of Al is driving the rapid digitization of our factories untapping a wealth of machine and factory data that has the power and the potential to transform plant operations, eliminate downtime, extend asset lifetimes, increase engineering productivity, quality take manufacturing efficiencies to a new plateau by connecting data to unlock a wealth of intelligence and new insights.