Today, many edge computing pilots work well on a greenfield line but stall once a manufacturer repeats them across its plant network. The cause is rarely the hardware—it is the missing architecture around it: unclear decisions about which data is processed at the machine, which data moves to plant systems and which data reaches the enterprise. Across countries, both the architecture and the rollout must also comply with local regulations and government rules.
