These solutions address the need to automate certain processes by adding intelligence, guidance, and sensory awareness, enabling them to operate independently of and/or around humans.

Driven by evolving data communication networks, including 5G, Gartner Inc. (a U.S.-based firm that conducts research and consulting on information technology.) predicts that by 2025, 25 percent of supply chain decisions will be in intelligent edge ecosystems make.
"Historically, digital supply chain investments have prioritized large-scale, centralized applications in areas such as manufacturing and logistics," said Andrew Stevens, senior director analyst for Gartner's Supply Chain Practice. "The edge is the physical location where things, people, and data connections. Increasingly In many places, supply chains have become more dynamic, encompassing larger networks, with data and decisions originating at the edge - from operators, machines, sensors or equipment."
Gartner predicts that by 2026, 75% of large enterprises will employ some form of intralogistics smart robots in their warehouse operations. Intelligent intralogistics robots are specialized forms of cyber-physical robotic automation, primarily aimed at warehouse and distribution center environments.
There are many flexible robotic use cases such as transporting goods on pallets, delivering goods to a person, or picking individual items.
Dwight Klappich, the associate analyst in Gartner's Supply Chain Practice, said: "Constraints on labor supply, rapidly rising labor prices and the residual impact of COVID-19 will force most companies to invest in cyber-physical systems, especially intelligent robots for intralogistics. Good news Yes, there are already many use cases for flexible robotics and it is important to assess what is best for the specific needs of the organization. Leaders in the supply chain should take advantage of the growing trend in robotics by establishing a role within their organization where a Chief Robotics Officer or equivalent leading organization."

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