The ?????????????????? ???????????????????? ???????????? size is estimates a Compound Annual Growth Rate (CAGR) of 9.2% from 2024, reaching a market size of USD 61.0 billion by 2030.
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???????????????? ???? ???????????????? ?????? ????????????????????: There is a growing adoption of robotics and automation technologies in warehouses, distribution centers, and fulfillment operations. Automated guided vehicles (AGVs), robotic arms, and automated picking systems are increasingly used to streamline material handling, order fulfillment, and inventory management processes.
?????????????????????? ???? ???? ?????? ?????????????? ????????????????: Artificial intelligence (AI) and machine learning (ML) are being integrated into logistics automation solutions to optimize operations, improve decision-making, and enhance predictive capabilities. AI-powered algorithms are used for route optimization, demand forecasting, inventory planning, and predictive maintenance in logistics and supply chain management.
????????-???????? ???????????????? ??????????????????: With the rise of e-commerce and same-day delivery expectations, there is a focus on last-mile delivery solutions that enable faster and more efficient delivery to customers' doorsteps. Technologies such as delivery drones, autonomous delivery vehicles, and crowd-shipping platforms are being explored to optimize last-mile logistics.
?????????????????? ???????????????????? ?????? ????????????????: Warehouse automation solutions are gaining traction to address labor shortages, increase efficiency, and reduce operational costs in warehouse operations. Automated storage and retrieval systems (AS/RS), robotic picking systems, and goods-to-person (G2P) technologies are revolutionizing warehouse management and order fulfillment processes.
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?????? ??????????????: Amazon Fulfillment Technologies & Robotics Dematic Vanderlande Swisslog Daifuku Honeywell KNAPP SSI SCH?FER Siemens
Bastian Solutions BEUMER Group Murata Machinery USA, Inc TGW Logistics Group GreyOrange Fetch Locus Robotics Geek+ Vecna Robotics
Clearpath Robotics by Rockwell Automation GreyOrange SCALLOG Accelogix, now Spinnaker SCA LogistiVIEW Magazino – a Jungheinrich company
#logisticsautomation #supplychain #warehouseautomation #robotics
#automation #fulfillment #smartlogistics #materialhandling #ecommerce
#lastmile #AI #machinelearning #IoT #digitaltransformation #sustainability #greendistribution #telematics #fleetmanagement #supplychainvisibility #deliveryoptimization #logisticsmanagement #collaborativerobotics
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