Another study found that 70% of companies are unaware when assets are due for maintenance or upgrade work. This lack of awareness coupled with the costs of downtime are driving companies toward digitalization with around 50% planning to invest in digital twins and artificial intelligence (AI).3 With the mass movement toward Industry 4.0, organizations are investigating the digitization of the industrial landscape to improve productivity and efficiency.