Handling elements or machines for industrial automation robots that are able to interact and, above all, to learn from humans, speeding up and improving production. They can repeat human movements and change their programming. They act fixed on the spot or autonomously can be self-propelled and perform tasks that are generally hard, repetitive, or even dangerous for humans. Those dedicated to logistics are completely autonomous, either laser guided or magnetically guided, and can interact with each other through a Wi-Fi connection.

Robots are used in retail to serve a variety of purposes: they can move shelves, detect damaged products, provide inventory, help customers in the purchasing process, and much more.
Rather than diminish the importance of store personnel, these robots actually allow employees to do their jobs better. How, you may ask? If robots perform the more mechanical functions typically required of staff, human beings are then free to concentrate on customer service. In this way, the use of technology directly translates to increased efficiency for stores. In the past, only products were innovative. Now retail is beginning to turn its attention to those actually buying their products in an attempt to innovate the customer experience from beginning to end. Data science and machine learning are therefore crucial in retail to achieve new levels of efficiency, profitability and customer satisfaction.