Manufacturing is facing constant challenges stemming from labor shortages and disrupted supply chains to productivity declines and the high replacement and maintenance costs of legacy equipment. Trends today include equipment upgrades, e-commerce, a push for more robotics and automation and faster software and IIoT solutions.