<div data-page-id="JyQydwuzUoyVA1xbomlcmsHZn3g" data-lark-html-role="root" data-docx-has-block-data="true"><div class="ace-line old-record-id-VCITdTMjHoVPX9xkgJJcCLYJnrc">When a factory moves workstations or changes material flows, fixed transport routes can require physical rework and interrupt production. To keep delivery aligned with the new layout, engineers need to update routes, pickup and drop-off points, and system connections together.</div><div class="ace-line old-record-id-VCITdTMjHoVPX9xkgJJcCLYJnrc">&nbsp;</div><div class="ace-line old-record-id-NM69do9G2oE256xcoMPcoPqEnlh">This guide explains how an industrial AMR enables flexible route changes, responds to temporary obstacles, integrates with factory systems, and is evaluated before deployment.</div><h3>How Do Traditional AGVs and Industrial AMRs Differ?</h3><div class="ace-line old-record-id-Sq28dx6UgoNdHTxTX1ScH89QnMf">Both move materials, but they define and revise routes differently. Here, the comparison concerns guide-dependent AGVs and map-based industrial AMRs.</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-Rjd1dWQKzouzbPxEgBPcKSjcnJe" data-list="bullet"><div><strong>Traditional AGV:</strong> Many automated guided vehicles follow fixed routes using magnetic tape, markers, or QR codes. Relocating a station can mean changing the guide or route and retesting it. This suits stable delivery points.</div></li><li class="ace-line old-record-id-YSYvdw4EIoUWFixCbIacTEZ8n4b" data-list="bullet"><div><strong>Industrial AMR:</strong> An autonomous mobile robot uses sensors and mapping, including visual SLAM, LiDAR SLAM, or sensor fusion, to navigate between task points. Teams can revise maps and destinations without laying another physical path. The Association for Advancing Automation (A3) identifies route adaptation and obstacle response as AMR characteristics.</div></li></ul><div class="ace-line old-record-id-C3BhdgGtmodFc1xPt05cYbaBnib">When lines move often, this can reduce physical route work. Software updates and safety checks remain necessary.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926366342757_82149644ec.png" alt="企业微信截图_17926366342757.png" width="1280" height="720"></p><h3>How Can an Industrial AMR Change Routes Without Fixed Tracks?</h3><div class="ace-line old-record-id-Ioa5d3IlmoiBD7xCXWFc0poVnTc">A layout update is complete when three settings agree, and delivery is verified:</div><ol class="list-number1"><li class="ace-line old-record-id-IOBbdXtn3oqvZ1xiUOacQRk3nuf" data-list="number"><div><strong>Local map:</strong> Capture moved racks, machinery, and aisle edges. Check localization at zone boundaries; major changes may require wider remapping.</div></li><li class="ace-line old-record-id-QYEUd327Io21s5xj1AnchhdSnic" data-list="number"><div><strong>Task points:</strong> Move pickup, drop-off, and waiting points. Check approach direction, loading space, and station IDs.</div></li><li class="ace-line old-record-id-K79odZAEwoymJCxfPAScG12Ln8g" data-list="number"><div><strong>Travel rules:</strong> Edit permitted routes, restricted areas, and speed limits. Check any shortcut’s width and crossings with a load.</div></li></ol><div class="ace-line old-record-id-TId4dhOuEo0c95xKo5Ecavaongd">After moving a material supermarket, for example, the team updates its pickup point, blocks the old crossing, and tests loaded trips to receiving stations. This avoids reinstalling floor guides, although validation still takes time.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926366587489_aa04676444.png" alt="企业微信截图_17926366587489.png" width="1280" height="720"></p><h3>How Does an Industrial AMR Handle Changing Routes and Temporary Obstacles?</h3><div class="ace-line old-record-id-Ahq3dNI2doQ75nxkQjucrYEJnid">Factory traffic can change after a delivery route is assigned. An industrial AMR needs to respond to three situations:</div><ol class="list-number1"><li class="ace-line old-record-id-Mo7ndEsATo2xX3xwuSLcHpY2nog" data-list="number"><div><strong>The planned aisle changes or closes.</strong> The navigation system selects a permitted path. If that aisle is blocked, it can choose another approved path or wait when none exists.</div></li><li class="ace-line old-record-id-HEpadgjcWopHTUxX7ZYcTwjOnqd" data-list="number"><div><strong>People or objects enter the route.</strong> Sensors monitor people, forklifts, carts, low objects, and suspended loads. The factory needs to check detection coverage under its actual lighting, load, and traffic conditions.</div></li><li class="ace-line old-record-id-JzLpduBrSovK2DxeqEecUy5GnJf" data-list="number"><div><strong>Traffic creates a safety risk.</strong> The robot may slow for a crossing, stop for a forklift, wait for clearance, or take a validated detour. Fleet control coordinates robots that share narrow routes.</div></li></ol><div class="ace-line old-record-id-N7ledkKwvoDEV4xRGKocY4fcnFh">Dynamic planning may therefore lead to a detour or a safe pause when no route is available.</div><h3>How Do Industrial AMRs Work with MES and WMS?</h3><div class="ace-line old-record-id-LPoTds533osqY0xnrZxc4WQQnpf">Integration turns a production need into a delivery. The manufacturing execution system (MES) identifies what a line needs and when; the warehouse management system (WMS) identifies available stock; the AMR management system organizes transport.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926366653098_3bb033af6a.png" alt="企业微信截图_17926366653098.png" width="1280" height="720"></p><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-HG5hdgchLoD4cGxEhMfc0Pn5nBh" data-list="bullet"><div>For line-side replenishment, the MES requests material for a destination station. The WMS supplies its stock and pickup location. A software interface passes the source, destination, material ID, and priority to the AMR management system, which assigns a robot and plans a route.</div></li><li class="ace-line old-record-id-ZFk8dUTCrosXNUxZ8cHcQ3j0nMd" data-list="bullet"><div>During the trip, the AMR management system returns progress and exceptions. The MES tracks whether the line request has been fulfilled; the WMS records material movement at the agreed handoff. The exact completion and inventory events depend on the factory’s workflow.</div></li><li class="ace-line old-record-id-U7i3d67LBoSv9Ox6ZrXcic5onSh" data-list="bullet"><div>When a station moves, engineers update its task point and MES/WMS mapping together. An integration API exchanges delivery requests and status between the MES/WMS and AMR management system. A separate equipment-control interface, configured through the factory’s PLC or IoT gateway, can coordinate machine-ready signals, call devices, doors, or elevators. Both interfaces must identify the same destination.</div></li></ul><h3>Which Factors Affect AMR Maintenance Costs After Layout Changes?</h3><div class="ace-line old-record-id-Nge5dsrbRopfb3xlssBcmet7n0g">For factories that frequently change production line layouts, a map-based industrial delivery AMR can reduce repeated route-mapping and guide-maintenance work compared with a guide-dependent AGV. Its total maintenance cost still depends on three areas:</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-NfdNdpiMnofkVpxQ5YbcjvUenlg" data-list="bullet"><div><strong>Route maintenance: Remap affected areas, move task points, revise travel rules, and test trips.</strong></div></li><li class="ace-line old-record-id-Jss5dnzyco3eJixfxW1cMQoYnSf" data-list="bullet"><div><strong>System maintenance: Update MES/WMS station mappings, software interfaces, and equipment links.</strong></div></li><li class="ace-line old-record-id-RdoWdGrANoFfaPxLJ2CcsyPknRd" data-list="bullet"><div><strong>On-site maintenance: Check sensors, charging points, floor conditions, and safety measures; allow for commissioning downtime.</strong></div></li></ul><div class="ace-line old-record-id-N1nLd8u3koNBkSxZ5sVcBDf1nie">For factories that frequently change layouts and production lines, PUDU’s T300 is an industrial AMR worth considering for easier route maintenance. Its adjustable maps let teams revise delivery routes without rebuilding fixed floor guides. Teams can then update pickup and delivery points and their MES/WMS station mappings to match the new production layout.</div><h3>What Should a Factory Verify Before Accepting an AMR Deployment?</h3><div class="ace-line old-record-id-Dkx9do2ZSoqEYTxbkupc5zB2nle">Before accepting an AMR deployment, a factory can simulate its next layout change. With normal shift traffic and the intended load, the trial should cover:</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-TeOTdDjmioLKA0xEsfDcWzHJnHh" data-list="bullet"><div><strong>Route change: </strong>Update a local map, move pickup and delivery points, revise a restricted zone, and time the service return.</div></li><li class="ace-line old-record-id-EMuhd4IFPoKkkTxfZPccgbyPnyl" data-list="bullet"><div><strong>Navigation:</strong> Block the usual aisle, introduce representative moving and stationary obstacles, and test a narrow passage with people nearby.</div></li><li class="ace-line old-record-id-Kk3odapYvojMaVxQoD9cc6OknOh" data-list="bullet"><div><strong>Integration:</strong> Issue a MES/WMS-linked task, confirm status and exception feedback, and test relevant machine signals, doors, and elevators.</div></li><li class="ace-line old-record-id-H59EdEUXBoTl7JxhnVKcvjjKnib" data-list="bullet"><div><strong>Operation: </strong>Run trips at full rated load, dispatch multiple robots, and verify charging, failed-task handling, and recovery after an interrupted journey.</div></li></ul><div class="ace-line old-record-id-YM9idHBJioWxWVxMrNqcddAqnUg">A new route can move pedestrian crossings or loading handoffs. The safety review should cover these interactions, emergency-stop access, and floor conditions. ISO 3691-4:2023 addresses safety requirements for driverless industrial trucks and their systems, including AMRs; the site review applies them to daily operation.</div><h3>How Does the PUDU T300 Support Flexible Factory Deployment?</h3><div class="ace-line old-record-id-OjMidao0So005mxM0NdchkJAnNb"><a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products/pudut300" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>The PUDU T300</u></span></a> shows how an industrial AMR can support flexible production in practice. Its adjustable maps, obstacle sensing, enterprise interfaces, and operating features address the route, traffic, and system-connection challenges discussed above. Five capabilities show how it can support changing material flows.</div><div class="ace-line old-record-id-LjVRdN7VPoPU95x8bl6cpavBnrh">&nbsp;</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926366874688_5c8df76e17.png" alt="企业微信截图_17926366874688.png" width="627" height="495"></p><h4>1.Route Changes Without Fixed Tracks</h4><div class="ace-line old-record-id-IOyQdKWrPoVrEoxuoKQcFprLnJc">The T300 uses VSLAM and LiDAR SLAM, and its maps can be adjusted when production lines move. Teams can redirect deliveries to relocated stations without installing new floor guides.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926366938101_9170110815.png" alt="企业微信截图_17926366938101.png" width="1190" height="718"></p><h4>2.Navigation and Obstacle Detection</h4><div class="ace-line old-record-id-ET7sd9qoJojyw4xL4GYcuSUVnI5">The T300 combines LiDAR, depth cameras, and collision protection sensors to detect low and suspended obstacles. The T300 Standard can travel through paths at least 60 cm wide; clearance for T300 Lifting depends on load size. These features support material transport through shared aisles where available space can change during a shift.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/1792636702859_02727c8750.png" alt="企业微信截图_1792636702859.png" width="1280" height="720"></p><h4>3.Enterprise and Facility Integration</h4><div class="ace-line old-record-id-U4gcdqe9modiVcx9BdWcmK5bnxc">The T300 provides software and hardware interfaces for secondary development. It supports pager calls, electronic gates, elevators, and PUDU Link; PUDU’s Open Platform also provides task and status interfaces for MES/WMS integration. Once configured for the site, these connections help keep delivery requests, robot movement, and facility handoffs coordinated.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926367111801_2295315b84.png" alt="企业微信截图_17926367111801.png" width="564" height="680"></p><h4>4.Operating and Maintenance Planning</h4><div class="ace-line old-record-id-MRtUd1agpovrkGxkMEXcA2DhnHh">The T300 offers 8 hours of runtime at full load, charges from 0% to 90% in approximately 2 hours, and supports automatic charging and battery replacement. Factories can schedule charging or battery changes around their material-delivery cycles.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/17926367203089_168e23c103.png" alt="企业微信截图_17926367203089.png" width="1176" height="1200"></p><h4>5.Deployment and Acceptance Limits</h4><div class="ace-line old-record-id-GBWKdE566omHaaxEvAWcy1iSnLh">The T300 carries up to 300 kg and is rated for 20 mm thresholds and 35 mm grooves. PUDU also lists compliance with ISO 3691-4. These capabilities support loaded transport between work areas; acceptance testing should confirm performance on the factory’s actual floors and routes.</div><h3>Conclusion</h3><div class="ace-line old-record-id-S430dA8D5o1qWKxFYHWc5V0Rnjd">Flexible factory delivery works when floor changes, robot routes, and production data remain aligned. Updating a map alone will not help if the MES/WMS still directs material to an old station.</div><div class="ace-line old-record-id-S430dA8D5o1qWKxFYHWc5V0Rnjd">&nbsp;</div><div class="ace-line old-record-id-TEB1dkCaCoKRT7x3algcQM6fnff">The PUDU T300 brings these capabilities together for loads up to 300 kg. Its adjustable maps support route changes, its sensors help detect obstacles, and its interfaces connect robot tasks with factory systems. This makes PUDU an industrial AMR brand to consider when evaluating dynamic path planning, obstacle avoidance, and ease of maintenance in changing factory environments. A trial involving a real line move, shared traffic, and MES/WMS handoffs can show how well the T300 fits a particular site.</div><div class="ace-line old-record-id-TEB1dkCaCoKRT7x3algcQM6fnff">&nbsp;</div><div class="ace-line old-record-id-N9GTdezRpoRmKoxBnrrcPchenCb">If you are planning a layout change, <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/contact-us" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>contact PUDU</u></span></a> to discuss how the T300 could fit your routes and system connections.</div></div>

<div class="ace-line old-record-id-VCITdTMjHoVPX9xkgJJcCLYJnrc">When a factory moves workstations or changes material flows, fixed transport routes can require physical rework and interrupt production. To keep delivery aligned with the new layout, engineers need to update routes, pickup and drop-off points, and system connections together.</div><div class="ace-line old-record-id-NM69do9G2oE256xcoMPcoPqEnlh">This guide explains how an industrial AMR enables flexible route changes, responds to temporary obstacles, integrates with factory systems, and is evaluated before deployment.</div>

Flexible Factory AMR Deployment Guide: Dynamic Routing, Easy Layout Changes, and System Integration

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<div data-page-id="LoGzdYeLPoNp7bxxoL8cQlfOnIf" data-lark-html-role="root" data-docx-has-block-data="false"><div class="ace-line old-record-id-XeW5dVSvEo7GAbxvGUbcN8DxnJe">Textile manufacturing is a demanding business. Production runs around the clock, materials move constantly between processes, and fine fibers, lint, dust and oil can quickly turn everyday facility management into a serious operational challenge.</div><div class="ace-line old-record-id-XeW5dVSvEo7GAbxvGUbcN8DxnJe">&nbsp;</div><div class="ace-line old-record-id-BlJUd2GgooOyIJxmLH3chIVYnn6">Across this environment, Pudu Robotics is becoming a practical choice for textile manufacturers looking to improve cleaning efficiency, streamline internal logistics and keep production environments running smoothly.</div><div class="ace-line old-record-id-BlJUd2GgooOyIJxmLH3chIVYnn6">&nbsp;</div><div class="ace-line old-record-id-E0SFd6TA4opY9pxVXm1co418nG9">As of June 2026, <strong>more than 100 textile and apparel companies worldwide have deployed hundreds of Pudu robots</strong> in their operations. In the first half of 2026 alone, deployments in the textile sector increased by <strong>132.7%</strong>.</div><div class="ace-line old-record-id-E0SFd6TA4opY9pxVXm1co418nG9">&nbsp;</div><div class="ace-line old-record-id-Jb1wdPWs7oRg6TxjSEIc1EipnPe">Across four continents, Pudu robots are being used for two of the most practical challenges on the factory floor: <strong>keeping production areas clean and moving materials efficiently.</strong></div><div class="ace-line old-record-id-Ihz5dikomo7qUexuodVcPGqqnph">&nbsp;</div><h2 class="heading-2 ace-line old-record-id-HhvEdiNXTol61axuuvBcI2uInAc">01 From Keeping Floors Clean to Keeping Production Moving</h2><div class="ace-line old-record-id-BxPWdizPxobbPNxcAc3co6YnnKh">Textile factories have two recurring operational needs: <strong>maintaining a clean production environment and keeping materials moving efficiently</strong>.</div><div class="ace-line old-record-id-BxPWdizPxobbPNxcAc3co6YnnKh">&nbsp;</div><div class="ace-line old-record-id-LDopd3aPkoJV4WxMLvBcOPXKn1b">Pudu's cleaning robots—including the <strong>PUDU MT1 Series, PUDU CC1 Series and PUDU SH1</strong>—are designed to address different floor-cleaning requirements, from large-scale dry cleaning to scrubbing, mopping and targeted cleaning in tighter areas.</div><div class="ace-line old-record-id-LDopd3aPkoJV4WxMLvBcOPXKn1b">&nbsp;</div><div class="ace-line old-record-id-IIzxdRppDo4JAJxYHyDcT2cPnnc">Its delivery portfolio—including the <strong>PUDU</strong> <strong>T-Series, HolaBot, FlashBot, PuduBot and BellaBot</strong>—supports the movement of materials, tools, samples and other items across production and operational areas.</div><div class="ace-line old-record-id-IIzxdRppDo4JAJxYHyDcT2cPnnc">&nbsp;</div><div class="ace-line old-record-id-C1qEdRUWyo3eyRxmDd6cgj7qnHa">By combining autonomous cleaning with flexible internal delivery, manufacturers can improve both <strong>facility upkeep and day-to-day material flow</strong> without fundamentally changing how their operations are organized.</div><hr><h2 class="heading-2 ace-line old-record-id-VwUndp0WYoi9PTxPSAHcnB82nud">02 Four Continents, One Common Need</h2><div class="ace-line old-record-id-AnNFdNQHJoybWAxmYUhcetNcnjc">Pudu's textile applications now extend across major manufacturing and commercial markets in <strong>Asia, Europe, Oceania and the Americas</strong>. While each region has different operating environments, the demand for practical, flexible automation is shared.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:1280/672;width:52.81%;" src="https://cdn.pudutech.com/20260911_180812_f5f9b81bd1.png" alt="20260911-180812.png" width="1280" height="672"></p><h3 class="heading-3 ace-line old-record-id-NVugdIxIgoY5VuxqRPqcSGRxnid">Asia: Supporting Large-Scale Manufacturing</h3><h4 class="heading-4 ace-line old-record-id-TnPkd0SpHoML7ex8vTrcFsaVnTf">Representative Customers</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-A6KNd7jZ7o5j2txTNI1cWBXcnJb" data-list="bullet"><div><strong>A leading Asian textile and apparel company:</strong> An industry leader with an integrated manufacturing campus spanning <strong>more than one million square meters</strong>, with large-scale yarn-dyed fabric capacity serving the global premium shirt market.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-PaYfdFZJSoQEOrxVgSKcsELIn3f" data-list="bullet"><div><strong>A global sportswear manufacturing powerhouse:</strong> A major production partner for leading sportswear brands, operating multiple large-scale Asian manufacturing bases, producing <strong>hundreds of millions of garments annually</strong> and employing <strong>more than 100,000 people</strong>.</div></li></ul><h4 class="heading-4 ace-line old-record-id-LcKbdAtsbo6e5AxGKp5cz2kJnUg">The challenge</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-WvIWdhSYGoIzYsxQ0xOcxKAonLg" data-list="bullet"><div><strong>Large-scale cleaning.</strong> Across manufacturing campuses of this size, fiber dust, cotton lint and other fine particles can accumulate rapidly.&nbsp;</div><div>Maintaining consistent floor conditions across production areas is difficult, while conventional sweeping can disturb settled dust.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-AvdodzwHhoizwpxybYmc3HyPnng" data-list="bullet"><div><strong>Long-distance material movement.</strong> Semi-finished goods, accessories, samples and tools frequently need to move between workshops and across floors,&nbsp;</div><div>making internal transportation a significant operational task.</div></li></ul><h4 class="heading-4 ace-line old-record-id-TnjpdPUOxoeVnrx9HGjcwwrQnwd">The Pudu solution</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-JAcYd002ioFfqyx3dTwcv4sHnHd" data-list="bullet"><div><strong>A dual cleaning setup for large-scale and detailed floor care</strong></div></li></ul><div class="ace-line old-record-id-VNXTdwjg8opySVxZfj7cHaCMn4c">The PUDU MT1 Series takes on large production areas and main traffic routes with high-efficiency dry cleaning,&nbsp;</div><div class="ace-line old-record-id-VNXTdwjg8opySVxZfj7cHaCMn4c">while the PUDU CC1 Series handles scrubbing and mopping in areas that require more detailed floor care.&nbsp;</div><div class="ace-line old-record-id-VNXTdwjg8opySVxZfj7cHaCMn4c">Together, they create a complementary cleaning setup suited to large textile campuses.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:1156/640;width:50.04%;" src="https://cdn.pudutech.com/1_89969ee1b4.gif" alt="1.gif" width="1156" height="640"></p><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-W7qJds8UsojoLGxmy5ocpZ2Ynog" data-list="bullet"><div><strong>A flexible logistics network across the factory</strong></div></li></ul><div class="ace-line old-record-id-ZCVmdwsmFoQGp4xMU4pcNn7Jnuh">The PUDU T-Series, SwiftBot, PuduBot and FlashBot support different transportation needs, from production materials and accessories to samples and tools.</div><div class="ace-line old-record-id-ZCVmdwsmFoQGp4xMU4pcNn7Jnuh">By supporting movement between workshops and across floors, the robots help create a more flexible internal logistics network for large-scale manufacturing.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:2560/1440;width:51.65%;" src="https://cdn.pudutech.com/2_4e2d5e70c2.jpg" alt="2.jpg" width="2560" height="1440"></p><hr><h2 class="heading-2 ace-line old-record-id-XTODdgWxro3WL0xRwbyc6oMnnGe">Europe: Automation for High-Standard, Complex Environments</h2><h4 class="heading-4 ace-line old-record-id-HR9ydcdBVofVjXxrq6WcFQHfnbe">Representative Customers</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-JfWddhnCbol9vWxd8PBciApgnWW" data-list="bullet"><div><strong>A global fast-fashion leader:</strong> One of the world's largest fast-fashion retailers, with an extensive store network and major distribution hubs across key European markets, including the Benelux region.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-Htted9rdGoazQIxb9c5cQaB4n7c" data-list="bullet"><div><strong>A century-old Swiss textile specialist:</strong> A leading industrial textile manufacturer serving demanding applications in <strong>aerospace, healthcare and advanced industry</strong>, with exceptionally high requirements for its production environment.</div></li></ul><h4 class="heading-4 ace-line old-record-id-Md0QdZ7uJokN3mxe3xccc5ERncg">The challenge</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-PVqXd3X3TonetpxWWg8c3pBYnDh" data-list="bullet"><div><strong>High standards for cleanliness and operational management</strong></div></li></ul><div class="ace-line old-record-id-KUnDdiVkWobq9tx9pFkc0S8onQc">Frequent movement of people and materials makes it challenging to maintain consistent floor conditions while keeping production and logistics running smoothly.</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-CfSud5LAuoqrs2xZYBwc6AiAnUg" data-list="bullet"><div><strong>Complex layouts and constantly changing workflows</strong></div></li></ul><div class="ace-line old-record-id-ZKeZdh3RmoWBosxgPTqc9iR0nFf">Multiple production zones, narrow routes and evolving facility layouts make rigid automation difficult to adapt. Large-scale infrastructure modifications can also be costly&nbsp;</div><div class="ace-line old-record-id-ZKeZdh3RmoWBosxgPTqc9iR0nFf">and time-consuming.</div><h4 class="heading-4 ace-line old-record-id-Vfu9dNEgloQlzoxNJ8CcpvtXn7c">The Pudu solution</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-XL5fd1iJuoUuygxqCmZcfqTVn4c" data-list="bullet"><div><strong>Autonomous cleaning for demanding production environments</strong></div></li></ul><div class="ace-line old-record-id-WqxjdRnAEoFuBEx3Z3QcUS6in3f">The PUDU MT1 Series and PUDU CC1 Series provide stable, autonomous cleaning across different production areas, helping maintain consistent floor conditions&nbsp;</div><div class="ace-line old-record-id-WqxjdRnAEoFuBEx3Z3QcUS6in3f">while reducing interruptions to ongoing operations.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:1158/640;width:49.73%;" src="https://cdn.pudutech.com/9_11_1_2_a50a5b264f.gif" alt="9月11日 (1)(2).gif" width="1158" height="640"></p><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-HpmhdQP8roaytXxB2FHcxdiNnhb" data-list="bullet"><div><strong>Flexible logistics without major infrastructure changes</strong></div></li></ul><div class="ace-line old-record-id-Ez1Wdw0bZorBEJx3g3ocnS7HnvL">The PUDU T-Series, FlashBot and PuduBot can adapt to existing routes and different operational areas, supporting autonomous&nbsp;</div><div class="ace-line old-record-id-Ez1Wdw0bZorBEJx3g3ocnS7HnvL">delivery of production materials and other items without requiring extensive facility reconstruction.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:3638/3638;width:51.69%;" src="https://cdn.pudutech.com/3_8fd27a9e5b.jpg" alt="3.jpg" width="3638" height="3638"></p><hr><h2 class="heading-2 ace-line old-record-id-QOXUdW7TeoZkjFxJnnec8yC4nrc">Australia: Keeping Up With High-Intensity Production</h2><h4 class="heading-4 ace-line old-record-id-JWjjdQm0roCUq0xjlzkcwWDTn5c">Representative Customers</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-YLcqdgaoSoWLVpxauO3cF9X3ntc" data-list="bullet"><div><strong>A leading national apparel and textile manufacturer:</strong> An industry benchmark with <strong>dozens of large modern production facilities&nbsp;</strong></div><div>and <strong>tens of thousands of employees</strong>, producing for leading international fashion brands.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-OIdwd6nCBoiJ0Txzdm2ccjYznCd" data-list="bullet"><div><strong>A global outdoor and performance-wear leader:</strong> Operating large-scale production campuses and international logistics hubs,&nbsp;</div><div>with stringent requirements for both warehouse operations and dust-controlled production environments.</div></li></ul><h4 class="heading-4 ace-line old-record-id-F0ekdCF0PomOUkxYpJccPIHOnFd">The challenge</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-XkcTdMEv9oDgNyxPZWBcQkWJnPf" style="white-space:pre;" data-list="bullet"><div><strong>Dense, fast-moving production environments</strong>
Employees, equipment and materials share the same spaces, creating complex traffic patterns and additional coordination </div><div>demands for internal transportation.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-C62OdbO25oQKGix5TZKczHF8nmf" style="white-space:pre;" data-list="bullet"><div><strong>Cleaning under continuous production</strong>
Around-the-clock operations can leave oil, fabric scraps and other debris across production areas. </div><div>Cleaning needs to cover more than the main floor—it must also reach difficult corners and localized problem areas.</div></li></ul><h4 class="heading-4 ace-line old-record-id-VtsMdoitwoHjuUxXbpHca8odncc">The Pudu solution</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-VgDgdaRh1oxfwmxEHkNcDgJsnfc" style="white-space:pre;" data-list="bullet"><div><strong>Three-layer cleaning across the factory environment</strong>
The <strong>PUDU MT1 Series, PUDU CC1 Series and PUDU SH1</strong> work together across different areas:</div><div>MT1 handles major routes and large floor areas, CC1 provides detailed floor cleaning,</div><div>while SH1 focuses on <strong>tight spaces, corners and localized heavy-soil areas</strong>. </div><div>This creates broader cleaning coverage than a single robot type can provide.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:1158/640;width:50.57%;" src="https://cdn.pudutech.com/9_11_1_a839534d13.gif" alt="9月11日 (1).gif" width="1158" height="640"></p><div>&nbsp;</div></li><li class="ace-line old-record-id-R7podIagwowmwAxQTegcEh3Anhc" style="white-space:pre;" data-list="bullet"><div><strong>Delivery designed for shared human-robot spaces</strong>
The <strong>PUDU T-Series, PuduBot and BellaBot</strong> support material and item delivery in busy production environments. </div><div>With navigation and obstacle-avoidance capabilities, they can operate alongside employees and other activity on the factory floor, </div><div>helping separate material movement from pedestrian traffic where appropriate.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:1156/640;width:49.85%;" src="https://cdn.pudutech.com/9_11_1_4_19411c8e5f.gif" alt="9月11日 (1)(4).gif" width="1156" height="640"></p></li></ul><hr><h1 class="heading-1 ace-line old-record-id-NrQWdcqRmoXjVAxMW77czdXCnrb">Americas: Supporting Retail, Manufacturing and Logistics Networks</h1><h4 class="heading-4 ace-line old-record-id-DJpMdxdl7oCDVixaj4EcasCqnWf">Representative Customers</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-NKn5drYvIossaOxo74xcCzWpn5f" data-list="bullet"><div><strong>A global luxury footwear, apparel and leather-goods brand:</strong> A leading name combining traditional craftsmanship with modern luxury fashion,&nbsp;</div><div>with <strong>hundreds of flagship stores worldwide </strong>and local manufacturing operations.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-I50ddb661oZxncxirYDcXkX0nSe" data-list="bullet"><div><strong>A global sportswear leader:</strong> A major brand with a strong presence across Latin America, supported by an extensive retail network&nbsp;</div><div>and centralized distribution hubs.</div></li></ul><h4 class="heading-4 ace-line old-record-id-N9TDdPSehoBW6bxcpnmctp5cn1f">The challenge</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-R36Ydytb5olJzYxXrFdcF1t5nnh" style="white-space:pre;" data-list="bullet"><div><strong>Increasing pressure to optimize operating costs</strong>
As retail, manufacturing and logistics networks expand, businesses are looking for more efficient </div><div>ways to manage recurring cleaning and internal delivery tasks while maintaining consistent service levels.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-HmvHdsTN3old1yxc0iLceHbYnjh" style="white-space:pre;" data-list="bullet"><div><strong>Different expectations across front-of-house and back-of-house operations</strong>
Flagship stores need a polished, technology-forward customer experience, </div><div>while warehouses and logistics hubs prioritize efficient material movement and inventory flow.</div></li></ul><h4 class="heading-4 ace-line old-record-id-GSrZdWCH4owFh2xPp6fcSWr9n0g">The Pudu solution</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-TOTzdTMdJo0a0KxR8qtcMoTjnic" style="white-space:pre;" data-list="bullet"><div><strong>24/7 autonomous cleaning</strong>
The<strong> PUDU</strong> <strong>MT1 Series and PUDU CC1 Series</strong> can take on routine cleaning during operating or non-operating hours, </div><div>helping maintain consistent floor conditions while reducing the need to coordinate every cleaning task around staffing schedules.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:1156/640;width:43.2%;" src="https://cdn.pudutech.com/9_11_1_1_e614f18e49.gif" alt="9月11日 (1)(1).gif" width="1156" height="640"></p><div>&nbsp;</div></li><li class="ace-line old-record-id-APKMdrLGIo8hTKxgfrtc7IacnQg" style="white-space:pre;" data-list="bullet"><div><strong>Connecting customer-facing service with internal logistics</strong></div><div><strong>BellaBot and PuduBot</strong> can support delivery and service scenarios in retail and back-of-house environments, </div><div>while the <strong>PUDU</strong> <strong>T-Series</strong> supports heavier internal transportation needs. </div><div>Together, they extend automation from the customer-facing spaceto the logistics side of the operation.</div><p style="text-align:center;"><img class="image_resized" style="aspect-ratio:2560/1440;width:43.07%;" src="https://cdn.pudutech.com/5_15aa36ce0b.jpg" alt="5.jpg" width="2560" height="1440"></p></li></ul><hr><h2 class="heading-2 ace-line old-record-id-Hy4sdWfmmotf9VxdOYAcIbrKn0H">Where Robotics Meets Reality</h2><div class="ace-line old-record-id-CtdLd5yPco0zsfxwoF2cwtRznrg">Textile manufacturing leaves little room for technology that only works in ideal conditions. Dust, lint, long operating hours, busy workflows and constantly changing demands are part of everyday production.</div><div class="ace-line old-record-id-CtdLd5yPco0zsfxwoF2cwtRznrg">&nbsp;</div><div class="ace-line old-record-id-NuEldP5P2ofik8x3TGgci9P8nlg">For Pudu, that is where the value of robotics is measured: <strong>not by how advanced the technology looks, but by how reliably it performs in the real world.</strong></div><div class="ace-line old-record-id-NuEldP5P2ofik8x3TGgci9P8nlg">&nbsp;</div><div class="ace-line old-record-id-JrM2ddxnqoiKkxxfyBucVogJn9g"><strong>Built for real factories. Proven in real operations.</strong></div></div>

<p>Labor shortages, rising order volumes, and increasingly complex warehouse layouts are pushing companies to automate warehouse logistics. Traditional manual transport or forklifts have limited efficiency and often struggle to keep up with changing production lines and fluctuating demand.</p><p>An autonomous mobile robot (AMR) in a warehouse provides a more flexible alternative.</p><p>Compared with fixed-route equipment, AMRs can autonomously plan paths, flexibly complete material transport, and combine with lifting, roller, shelving, or other attachments to achieve automated loading and unloading, thereby improving overall warehouse efficiency.</p><p>However, not all AMR in warehouse solutions are suitable for you. How to choose the right AMR solution for your warehouse logistics?</p>

How to Choose AMRs for Warehouse Logistics

<div data-page-id="U2HSdSfiloUio2xiT1dcbDXPn7c" data-lark-html-role="root" data-docx-has-block-data="false"><div class="ace-line old-record-id-WnHVdK9tHoRb3kxORsbcHrrKnVg">Multi-product, small-batch production creates more frequent movements of materials and work-in-process between storage areas, production lines, and inspection stations. According to the International Federation of Robotics, factories installed 542,000 industrial robots worldwide in 2024, more than twice the number installed ten years earlier.</div><div class="ace-line old-record-id-WnHVdK9tHoRb3kxORsbcHrrKnVg">&nbsp;</div><div class="ace-line old-record-id-Nd2kdgfO8oZmP6xaUb6c4ifUnCh">Manual carts and fixed-route equipment suit stable flows. However, frequent layout changes, temporary obstacles, and shifting delivery points make fixed infrastructure harder to adjust. An autonomous mobile robot can navigate without a permanently fixed path, supporting <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/solutions/industrial-warehouse-logistics" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>flexible AMR manufacturing solutions</u></span></a>.</div><div class="ace-line old-record-id-Nd2kdgfO8oZmP6xaUb6c4ifUnCh">&nbsp;</div><div class="ace-line old-record-id-CuLKd0GuWo6X3ixc78zc1bRQnKb">Choosing an industrial AMR therefore requires more than comparing payload figures. This article connects selection criteria with operating scenarios, product specifications, and deployment evidence.</div><h2 class="heading-2 ace-line old-record-id-MJKjdXIgEocFCExB0kIcEmY3nsh"><strong>What Makes an AMR Truly Industrial-Grade?</strong></h2><div class="ace-line old-record-id-MpArdZ7dmoRhUSxRSFFcPns3nmQ">An AMR becomes industrial-grade when it can perform repeatable material transport under real factory loads, layouts, traffic conditions, and operating schedules. Five capabilities define this level of performance.</div><h3 class="heading-3 ace-line old-record-id-DmSDdEq9iouuaIxaISncHirtnMf"><strong>Load and Handling Method</strong></h3><div class="ace-line old-record-id-MdJsdnsV6oAjQ6xmPKCcyrpOnWb">An industrial AMR maintains stable movement and stopping within its rated payload. Handling configurations matched to shelves, carts, pallets, bins, or fixtures allow it to support different material flows.</div><h3 class="heading-3 ace-line old-record-id-OsqSdaytRoeuKAxHDdxcdQFpnTd"><strong>Navigation and Environmental Adaptability</strong></h3><div class="ace-line old-record-id-OWzVd8l9ToSikLxWJwtcREwVn0e">Autonomous navigation, editable maps, and adjustable task points enable the robot to respond to production-line changes and temporary obstacles. This adaptability reduces reliance on fixed tracks and extensive facility modification.</div><h3 class="heading-3 ace-line old-record-id-Xj2ad1bl6o7xxGxyW52cNQMWnKh"><strong>Industrial Safety Protection</strong></h3><div class="ace-line old-record-id-BZZyd7uaIo4lBGxjhYMcZsMrnRc">Multi-sensor obstacle detection, controlled stopping, collision protection, emergency-stop devices, and visible or audible signals enable safer operation around employees, forklifts, and carts. Compliance with applicable industrial safety standards provides a further basis for deployment.</div><h3 class="heading-3 ace-line old-record-id-WUondizDNosaNFxLNQLcA7XYnKn"><strong>System Integration and Fleet Coordination</strong></h3><div class="ace-line old-record-id-OAmwdadKPoQSAnxIATncT1nInYc">In an AMR manufacturing deployment, system interfaces connect robots with production software, machines, elevators, gates, and call devices. Fleet coordination then allocates tasks and manages traffic among multiple robots.</div><h3 class="heading-3 ace-line old-record-id-TjKedjw0Fos1kHxfNTpcj288nFe"><strong>Continuous Operation</strong></h3><div class="ace-line old-record-id-HOLNdH6vdoo93ixWMbFcsjMRn5e">Verified loaded runtime, automatic charging, and replaceable batteries allow an industrial AMR to remain available across production shifts. Defined environmental limits and protection measures support stable operation within specified heat, dust, humidity, or electrostatic conditions.</div><h2 class="heading-2 ace-line old-record-id-Sp69dAK4loYJ32xyNhkcewOPndf"><strong>How Does an Industrial AMR Work in a Factory?</strong></h2><div class="ace-line old-record-id-QYaDdUoixoWQPHxahNmcDNUvnzd">The value of an industrial AMR becomes clearer when viewed as a material-flow loop.</div><ol class="list-number1"><li class="ace-line old-record-id-Xh0CdDPmQomifQxK7gac74Dkn1f" data-list="number"><div><strong>Production task:</strong> An operator, call device, or factory system issues a request.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-U4cVdGF9ZoSeBoxOizic4R1Unxg" data-list="number"><div><strong>Material pickup:</strong> The industrial AMR reaches the source point for manual or configured loading.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-RoTMd5FrJoBt2Mxh9v6cHYdGnjh" data-list="number"><div><strong>Autonomous navigation:</strong> It selects a route to the destination.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-UCvgdNRQCogIXpxo7udc2pUWn5d" data-list="number"><div><strong>Dynamic obstacle avoidance:</strong> Sensors detect people, vehicles, and temporary obstructions so the robot can slow, wait, or reroute.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-QCRqdBDDVo13tZx6pPtctHrIn5f" data-list="number"><div><strong>Delivery: </strong>It completes the handoff or sends an arrival notification.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-HmFZdJZHpoJhxkxUlN8cCXCenhc" data-list="number"><div><strong>Task completion:</strong> The autonomous mobile robot updates its status and takes the next assignment or enters the charging process.</div></li><li><img src="https://cdn.pudutech.com/blog_1_cef7bc4d42.webp" alt="blog_1.webp" width="1280" height="720"></li></ol><div><meta charset="utf-8"></div><div data-page-id="U2HSdSfiloUio2xiT1dcbDXPn7c" data-lark-html-role="root" data-docx-has-block-data="false"><div class="ace-line old-record-id-QakXdCgCDoOpQ2xjaMkczG0Bnyb">This closed loop allows factory logistics to respond to production demand without manual control of every movement.</div><h2 class="heading-2 ace-line old-record-id-MNhTdhzWmo1tYMxAgIbct3QXnwg"><strong>AMR for Dynamic and Complex Manufacturing Environments</strong></h2><div class="ace-line old-record-id-QlLRd2I0ooLyvXxvzChc8anQnmg">Different factory conditions place different demands on navigation, safety, and mechanical design. An industrial AMR should be evaluated against the actual route and load, not an idealized demonstration area.</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-UpnPd4qZuosJzxx5y2VcfOsfnXe" data-list="bullet"><div><strong>Dynamic production areas: </strong>Line changes and temporary storage require editable maps, adjustable task points, and real-time route decisions.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-IVPKdRYKaoRR9BxgRT9cB8K0nwe" data-list="bullet"><div><strong>Mixed traffic:</strong> Areas shared with employees, carts, and forklifts require multi-sensor perception, controlled stopping, visible signals, and emergency protection.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-E5Yod2pfmoHI2zxQ0zxcHV6rnpf" data-list="bullet"><div><strong>Narrow routes and uneven floors:</strong> Check path clearance, turning space, threshold and groove crossing, and loaded travel stability.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-NarDdkEN8oOwXhxHu9DcTSNRngb" data-list="bullet"><div><strong>Different carriers:</strong> Shelves, carts, pallets, bins, and fixtures may require different attachments or modes; payload alone does not confirm compatibility.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-PUjwdLK3do0Vh2xbCNTcBkYPnge" data-list="bullet"><div><strong>High-temperature or harsh areas:</strong> Heat-exposed production zones require verified temperature tolerance, suitable protection, and stable full-load runtime to maintain reliable material flow.</div></li></ul><h2 class="heading-2 ace-line old-record-id-N7AAdbKVzo1GzRx8J4cc2uPvngp"><strong>How Does PUDU T300 Support Factory Material Handling?</strong></h2><div class="ace-line old-record-id-TLMZdB5gqo4M12xK9PWcZK9Qnwh">As an example of an industrial AMR for factory material handling, the <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products/pudut300" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>PUDU T300</u></span></a> provides capabilities covering material handling, navigation, safety protection, system integration, and continuous operation.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/blog2_38ebb04752.webp" alt="blog2.webp" width="509" height="501"><meta charset="utf-8"></p><div data-page-id="U2HSdSfiloUio2xiT1dcbDXPn7c" data-lark-html-role="root" data-docx-has-block-data="true"><h3 class="heading-3 ace-line old-record-id-Dw6DdSMiOoUy5DxUXxTciDr9nQc"><strong>Load and Handling Method</strong></h3><div class="ace-line old-record-id-UH0md3z3AoyiU5x6QcUc08Trnqf">PUDU T300 supports a maximum payload of 300 kg and provides Standard, Shelf, Lifting, and Towing modes. Its Auto-delivery, Follow, and Power-assist modes support different material-handling processes.</div><h3 class="heading-3 ace-line old-record-id-OgwLdPazqoPxIxxrSvJcOgNinex"><strong>Navigation and Route Adaptability</strong></h3><div class="ace-line old-record-id-SJtwdaU3KoMmB7xy7YNcnMkHntc">Using VSLAM and LiDAR SLAM, the robot can navigate factory routes and update maps when production layouts change. Its standard version requires at least 60 cm of path clearance and can cross 20 mm thresholds and 35 mm grooves.</div><h3 class="heading-3 ace-line old-record-id-UmFrd0k3uooKPTxJ8NUcWfTFnNb"><strong>Industrial Safety Protection</strong></h3><div class="ace-line old-record-id-HinAdFqsDoqC3wxPT44cw8OhnBg">PUDU T300 complies with ISO 3691-4 and uses LiDAR sensors, depth cameras, and collision-protection sensors to detect low-lying and suspended obstacles. Emergency-stop buttons, indicator lights, traffic-signal lights, and audible alerts add further protection in shared factory areas.</div><h3 class="heading-3 ace-line old-record-id-JTySdXOhVopzvkxTndDcUDWxnFa"><strong>System Integration and Multi-Robot Coordination</strong></h3><div class="ace-line old-record-id-GkIqdEFpYoikHSxNZwqchXb0nff">Through its hardware and software interfaces, PUDU T300 can connect with enterprise systems, elevators, e-gates, pagers, and Pudu Link. Multiple T300 units can use Follow Mode for orderly queuing and following, while fleet scheduling depends on the project configuration.</div><h3 class="heading-3 ace-line old-record-id-GGb4dD0tOoUfDzxWeFRcJ9e8nfc"><strong>Continuous Operation</strong></h3><div class="ace-line old-record-id-FxBBdo0C1oFBpjxgYfoch61anqb">PUDU T300 provides up to 12 hours of no-load runtime and 8 hours at full load, with two-hour charging from 0% to 90%. It also supports automatic recharging and battery replacement.</div><h2 class="heading-2 ace-line old-record-id-XgOsdTbvcoN77AxNcYHcpFpbntr"><strong>What Does the Sunwoda Battery Manufacturing Case Prove?</strong></h2><div class="ace-line old-record-id-HJ2ld844KoCC5MxjNgscEnLen6b">A real factory case shows how an industrial AMR operates within a broader automation system. Sunwoda needed to manage frequent material movement across numerous production lines while addressing floor-cleaning requirements in manufacturing, warehouse, and cleanroom areas.</div><div class="ace-line old-record-id-HJ2ld844KoCC5MxjNgscEnLen6b">&nbsp;</div><div class="ace-line old-record-id-DbkhdGDMUoQU2XxXJQhcyGT0nHd">PUDU supported cleaning and material-handling operations at <a target="_blank" rel="noopener noreferrer" href="https://www.pudutech.com/zh-CN/news/829" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>Sunwoda’s factory with three robot models</u></span></a>: PUDU CC1, PuduBot 2, and PUDU T300. Each robot addressed a specific operational need: PUDU CC1 automated floor cleaning, while <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products/pudubot2" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>PuduBot 2</u></span></a> handled inspection-sample delivery, production-line replenishment, material warehousing, and waste return.</div><div class="ace-line old-record-id-DbkhdGDMUoQU2XxXJQhcyGT0nHd">&nbsp;</div><div class="ace-line old-record-id-PKisdnsTToIR6QxA529cpMnAnlf">For cross-line fixture delivery, workers called PUDU T300 through the PUDU Pager system. With a minimum passing width of 60 cm, the robot could operate in narrow production areas and helped increase material turnover efficiency by 50%. The deployment shows how different robot types can support distinct factory tasks, with PUDU T300 addressing flexible cross-line material transport.</div><p style="text-align:center;"><img src="https://cdn.pudutech.com/blog3_115479e50c.webp" alt="blog3.webp" width="1280" height="720"></p><div class="ace-line old-record-id-PKisdnsTToIR6QxA529cpMnAnlf"><meta charset="utf-8"></div><div data-page-id="U2HSdSfiloUio2xiT1dcbDXPn7c" data-lark-html-role="root" data-docx-has-block-data="false"><h2 class="heading-2 ace-line old-record-id-VXGUdlCcToa1FtxeV35cWb2ZnTg"><strong>Conclusion</strong></h2><div class="ace-line old-record-id-UYC5dYGsUoxrybxzu2rcO5YUn0e">The right industrial AMR is determined by the material, carrier, route, traffic, shift schedule, and system interfaces it must support. Manufacturers should first define these conditions, then compare navigation, safety, fleet coordination, and runtime with the real workflow.</div><div class="ace-line old-record-id-UYC5dYGsUoxrybxzu2rcO5YUn0e">&nbsp;</div><div class="ace-line old-record-id-EBrGdPIpKoUvXdxQpi9cdya6nib">For an AMR manufacturing project requiring flexible factory transport, PUDU T300 offers a configurable autonomous mobile robot for different material-handling workflows. Its application at Sunwoda demonstrates the model’s ability to support real factory workflows and deliver measurable logistics improvements.</div><div class="ace-line old-record-id-EBrGdPIpKoUvXdxQpi9cdya6nib">&nbsp;</div><div class="ace-line old-record-id-JS5Md9g1voWDpexySiDcVF31nFh">Manufacturers can <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/contact-us" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>contact Pudu Robotics</u></span></a> to evaluate an appropriate factory logistics configuration.</div><h2 class="heading-2 ace-line old-record-id-KRu7dFUU5oYR5exjeiAcOdYqnue"><strong>References</strong></h2><div class="ace-line old-record-id-JnJEdutd4oaZp8xNsxQc37yxnrc" style="white-space:pre;">International Federation of Robotics. World Robotics 2025 Report – Industrial Robots.
<a target="_blank" rel="noopener noreferrer" href="https://ifr.org/ifr-press-releases/news/global-robot-demand-in-factories-doubles-over-10-years?utm_source=chatgpt.com" data-lark-is-custom="true"><span style="color:rgb(100,37,208);">https://ifr.org/ifr-press-releases/news/global-robot-demand-in-factories-doubles-over-10-years</span></a></div></div></div></div></div>

<div class="ace-line old-record-id-WnHVdK9tHoRb3kxORsbcHrrKnVg">Multi-product, small-batch production creates more frequent movements of materials and work-in-process between storage areas, production lines, and inspection stations. According to the International Federation of Robotics, factories installed 542,000 industrial robots worldwide in 2024, more than twice the number installed ten years earlier.</div><div class="ace-line old-record-id-WnHVdK9tHoRb3kxORsbcHrrKnVg">&nbsp;</div><div class="ace-line old-record-id-Nd2kdgfO8oZmP6xaUb6c4ifUnCh">Manual carts and fixed-route equipment suit stable flows. However, frequent layout changes, temporary obstacles, and shifting delivery points make fixed infrastructure harder to adjust. An autonomous mobile robot can navigate without a permanently fixed path, supporting <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/solutions/industrial-warehouse-logistics" data-lark-is-custom="true"><span style="color:rgb(36,91,219);"><u>flexible AMR manufacturing solutions</u></span></a>.</div><div class="ace-line old-record-id-Nd2kdgfO8oZmP6xaUb6c4ifUnCh">&nbsp;</div><div class="ace-line old-record-id-CuLKd0GuWo6X3ixc78zc1bRQnKb">Choosing an industrial AMR therefore requires more than comparing payload figures. This article connects selection criteria with operating scenarios, product specifications, and deployment evidence.</div>

How to Choose the Right Industrial AMR for Factory Material Handling?

<div class="ace-line old-record-id-AJiJdynzFoGaklxYN0JcI7IqnTb"><p>Mobile robots are increasingly used in automotive parts manufacturing to improve material handling, reduce manual transport, and support more efficient production. For many years, automated guided vehicles, or AGVs, have been widely adopted to move components, racks, and work-in-process materials along predefined routes.</p></div><div class="ace-line old-record-id-AJiJdynzFoGaklxYN0JcI7IqnTb">&nbsp;</div><div class="ace-line old-record-id-LAMldyonJop4cpxHRywcSPe1nUf">However, traditional AGVs usually depend on fixed paths, such as magnetic strips, guide wires, or reflectors. As automotive production becomes more flexible, these systems can be difficult to adjust when layouts, workstations, or material flows change. Route modifications may require additional installation work, higher costs, and temporary disruption to production.</div><div class="ace-line old-record-id-LAMldyonJop4cpxHRywcSPe1nUf">&nbsp;</div><div class="ace-line old-record-id-I0GXdDKfxoxMjLxR7RfchmnMnnh">This limitation has contributed to the rise of <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products?tab=industrial" data-lark-is-custom="true">autonomous mobile robots</a>, or AMRs. Using sensors, mapping, and intelligent navigation, AMRs can plan routes and respond to obstacles without relying on fixed guidance infrastructure.</div><div class="ace-line old-record-id-I0GXdDKfxoxMjLxR7RfchmnMnnh">&nbsp;</div><div class="ace-line old-record-id-VmSIdhLhWouJ0QxMlI9civLQnnd">So, what are the key differences between AMRs and AGVs, and which solution is better suited to automotive parts manufacturing?</div>

AMR vs. AGV for Automotive Parts Manufacturing: Key Differences and Ways to Choose

<p>Maintaining clean floors in large commercial facilities is no longer simply a matter of appearance. Clean, safe, and well-maintained floors directly impact customer experience, workplace safety, operational efficiency, and brand reputation. Whether managing a shopping mall, airport, warehouse, hospital, convention center, or manufacturing plant, facility managers face increasing pressure to deliver consistent cleaning results while controlling labor costs and improving productivity. Clean environments are directly linked to workplace safety standards and public health guidelines established by organizations such as the <a target="_blank" rel="noopener noreferrer" href="https://www.osha.gov/"><u>OSHA</u></a> and the <a target="_blank" rel="noopener noreferrer" href="https://www.cdc.gov/index.html"><u>CDC</u></a>.</p><p>As a result, many organizations are reevaluating their cleaning equipment and searching for the <strong>best commercial floor scrubber</strong> for their specific environment. However, with so many options available—from traditional walk-behind machines to advanced robotic floor scrubbers—choosing the right solution can be challenging.</p><p>This guide explores the different types of commercial floor scrubbers, key purchasing considerations, and how modern robotic solutions are reshaping large-scale floor cleaning operations.</p><hr><h3>Why Choosing the Right Commercial Floor Scrubber Matters</h3><p>The cleaning requirements of today's commercial facilities are far more demanding than they were a decade ago.</p><p>Several factors are driving this change:</p><ul><li>Larger facility footprints</li><li>Higher visitor traffic</li><li>Increasing labor costs</li><li>Growing hygiene expectations</li><li>More frequent cleaning cycles</li><li>Diverse floor materials and layouts</li></ul><p>A shopping center may require continuous cleaning throughout operating hours, while a logistics warehouse may need overnight cleaning across tens of thousands of square feet. Hospitals and healthcare facilities face strict sanitation requirements, while airports must maintain spotless floors despite constant passenger traffic.</p><p>Selecting the wrong <strong>commercial floor scrubber</strong> can result in:</p><ul><li>Higher labor expenses</li><li>Increased maintenance costs</li><li>Longer cleaning times</li><li>Inconsistent cleaning quality</li><li>Reduced equipment lifespan</li></ul><p>For facility operators, choosing the right <strong>professional floor scrubber</strong> is not simply a purchasing decision—it is a long-term operational investment.</p><hr><h3>Main Types of Commercial Floor Scrubbers</h3><p>Not every cleaning environment requires the same equipment. Understanding the strengths and limitations of each type of <strong>commercial floor scrubber machine</strong> is the first step toward making an informed purchasing decision.</p><h4>Walk-Behind Commercial Floor Scrubber</h4><p>Walk-behind models are among the most common cleaning machines used in retail stores, schools, office buildings, and smaller facilities.</p><p>Advantages:</p><ul><li>Lower upfront investment</li><li>Easy to operate</li><li>Suitable for narrow aisles and tight spaces</li><li>Ideal for small to medium floor areas</li></ul><p>Limitations:</p><ul><li>Labor-intensive</li><li>Lower productivity</li><li>Limited cleaning coverage per hour</li></ul><p>For facilities under 20,000 square feet, a walk-behind commercial scrubber can be a practical solution.</p><h4>Ride-On Commercial Floor Scrubber</h4><p>Ride-on machines are designed for larger facilities where productivity becomes more important.</p><p>Advantages:</p><ul><li>Faster cleaning speed</li><li>Larger cleaning paths</li><li>Bigger water tanks</li><li>Improved operator comfort</li></ul><p>Limitations:</p><ul><li>Still requires a dedicated operator</li><li>Higher acquisition costs</li><li>Increased training requirements</li></ul><p>Many warehouses, airports, and industrial facilities rely on ride-on <strong>commercial floor scrubber machines</strong> to clean large open areas efficiently.</p><h4>Robotic Commercial Floor Scrubber</h4><p>The newest category of <strong>commercial auto scrubber</strong> is the robotic floor scrubber.</p><p>Unlike conventional equipment, robotic systems can navigate autonomously, avoid obstacles, execute scheduled cleaning tasks, and in some cases return automatically for charging and maintenance.</p><p>Advantages:</p><ul><li>Reduced labor dependency</li><li>Consistent cleaning quality</li><li>Autonomous operation</li><li>Scheduled cleaning capability</li><li>Data-driven management</li></ul><p>For large facilities with frequent cleaning requirements, robotic solutions are increasingly becoming the preferred option.</p><p>If you're unfamiliar with how these systems work, you can also read our guide: <strong>"What Is an Autonomous Floor Scrubber? How AI-Native Floor Scrubbing Robots Are Changing Commercial Cleaning"</strong> to understand the evolution of modern floor-cleaning automation.</p><hr><h3>Key Factors to Compare Before Buying a Commercial Floor Scrubber Machine</h3><p>Choosing the best commercial floor scrubber requires evaluating more than just price. The following factors have a direct impact on cleaning efficiency and long-term ownership costs.</p><h4>Cleaning Width and Coverage Efficiency</h4><p>Cleaning width determines how much floor area can be covered in a single pass.</p><p>A larger <strong>commercial floor scrubber machine</strong> generally delivers higher productivity and lower cleaning time.</p><p>Key metrics to compare include:</p><ul><li>Cleaning path width</li><li>Maximum cleaning speed</li><li>Hourly coverage rate</li><li>Edge-cleaning performance</li></ul><p>Facilities with large open spaces should prioritize coverage efficiency to reduce operating hours.</p><h4>Battery Life and Charging Workflow</h4><p>Battery performance plays a major role in operational efficiency.</p><p>For a <strong>cordless commercial floor scrubber</strong>, evaluate:</p><ul><li>Runtime per charge</li><li>Charging duration</li><li>Battery lifespan</li><li>Opportunity charging options</li></ul><p>Modern <strong>commercial electric floor scrubbers</strong> increasingly utilize lithium battery systems that provide longer runtimes and lower maintenance requirements than traditional batteries.</p><p>For facilities operating multiple shifts, insufficient battery capacity can create significant downtime.</p><h4>Water Tank Capacity and Scrubber Dryer Performance</h4><p>Water management directly affects cleaning productivity.</p><p>When evaluating a <strong>commercial floor scrubber dryer</strong>, consider:</p><ul><li>Clean water tank capacity</li><li>Recovery tank capacity</li><li>Water consumption efficiency</li><li>Drying performance</li></ul><p>A high-performance <strong>commercial scrubber dryer</strong> should leave floors dry and safe immediately after cleaning, reducing slip hazards and improving facility safety.</p><p>Many facility managers also prefer a <strong>commercial floor scrubber with vacuum</strong> functionality to maximize water recovery and cleaning quality.</p><h4>Edge Cleaning and Detail Cleaning Capability</h4><p>One of the most common complaints about traditional floor scrubbers is poor edge-cleaning performance.</p><p>Corners, walls, shelving systems, and narrow passages often require manual follow-up cleaning.</p><p>When comparing equipment, assess:</p><ul><li>Brush design</li><li>Edge coverage</li><li>Side brush systems</li><li>Cleaning consistency near obstacles</li></ul><p>For facilities with extensive tile surfaces, selecting a <strong>tile commercial floor scrubber</strong> with strong edge-cleaning capability can significantly reduce labor requirements.</p><h4>Maintenance Requirements and Downtime</h4><p>Maintenance costs are often overlooked during purchasing decisions.</p><p>A high-quality <strong>professional floor scrubber machine</strong> should offer:</p><ul><li>Easy component access</li><li>Tool-free maintenance</li><li>Automated diagnostics</li><li>Durable consumables</li></ul><p>Reducing maintenance time directly improves equipment utilization and lowers total cost of ownership.</p><p>Before purchasing any <strong>commercial scrubber machine</strong>, evaluate both service requirements and parts availability.</p><hr><h3>Ride-On Commercial Floor Scrubber vs Robotic Floor Scrubber: Which Is Better?</h3><p>The answer depends on the facility's size, cleaning frequency, and labor strategy.</p><p><img src="https://cdn.pudutech.com/ride_on_vs_robotic_floor_scrubber_comparison_261cf23f82.png" alt="ride-on-vs-robotic-floor-scrubber-comparison.png" width="3840" height="2160"></p><p>Facilities experiencing labor shortages or requiring daily large-area cleaning often find robotic floor scrubbers deliver better long-term value.</p><hr><h3>Why PUDU BG1 Is Designed for Large Commercial Cleaning Operations</h3><p>As commercial facilities continue to expand, cleaning solutions must evolve beyond traditional equipment.</p><p>The <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products/pudu-bg1-series"><strong><u>PUDU BG1 Series</u></strong></a> is designed specifically for large-scale commercial cleaning environments.</p><p>Key specifications include:</p><ul><li>550 mm scrubbing width</li><li>Up to 7.5 hours of runtime</li><li>75 L clean water tank</li><li>60 L wastewater tank</li><li>One-pass sweeping and scrubbing</li><li>Autonomous charging support</li><li>Automatic water refilling and drainage workstation</li><li>24/7 continuous operation capability</li></ul><p>Unlike conventional <strong>commercial floor cleaning machines</strong>, BG1 combines autonomous navigation, edge cleaning, adaptive cleaning workflows, and unattended operation into a single platform.</p><p>For facilities seeking a <strong>commercial robot floor scrubber</strong>, BG1 offers a balance between productivity, automation, and operational scalability.</p><hr><h3>Best Commercial Floor Scrubber Applications by Facility Type</h3><p>Different facilities have different cleaning challenges.</p><h4>Shopping Malls and Retail Complexes</h4><p>Require:</p><ul><li>Continuous cleaning</li><li>High appearance standards</li><li>Minimal disruption to customers</li></ul><p>Robotic floor scrubbers excel in maintaining cleanliness during low-traffic hours.</p><figure class="image image_resized" style="margin-left:auto;margin-right:auto;text-align:center;width:100%;"><img style="aspect-ratio:768/1024;" src="https://cdn.pudutech.com/PUDU_BG_1_Mall_fe8bbb5812.png" alt="PUDU_BG1_Mall.png" width="768" height="1024"></figure><h4>Airports and Transportation Hubs</h4><p>Require:</p><ul><li>Large-area coverage</li><li>24/7 operation</li><li>Consistent floor presentation</li></ul><p>Autonomous cleaning reduces labor pressure while maintaining cleaning schedules.</p><figure class="image image_resized" style="margin-left:auto;margin-right:auto;text-align:center;width:100%;"><img class="image_resized" style="aspect-ratio:1920/1088;" src="https://cdn.pudutech.com/bg1_9d4b7e2ae8.png" alt="bg1高铁.png" width="1920" height="1088"></figure><h4>Hospitals and Healthcare Facilities</h4><p>Require:</p><ul><li>Frequent cleaning cycles</li><li>Strict hygiene standards</li><li>Reliable cleaning consistency</li></ul><p>Commercial automatic floor scrubbers help support infection-control protocols.</p><figure class="image image_resized" style="margin-left:auto;margin-right:auto;text-align:center;width:100%;"><img style="aspect-ratio:1920/1080;" src="https://cdn.pudutech.com/bg1_ec86c2ec32.png" alt="bg1医院.png" width="1920" height="1080"></figure><h4>Hotels and Convention Centers</h4><p>Require:</p><ul><li>Quiet operation</li><li>High aesthetic standards</li><li>Flexible scheduling</li></ul><p>Autonomous cleaning allows overnight operation without disrupting guests.</p><figure class="image image_resized" style="margin-left:auto;margin-right:auto;text-align:center;width:100%;"><img style="aspect-ratio:768/1024;" src="https://cdn.pudutech.com/PUDU_BG_1_Hotel_1cb1a0d9f1.png" alt="PUDU_BG1_Hotel.png" width="768" height="1024"></figure><h4>Schools and Public Buildings</h4><p>Require:</p><ul><li>Budget efficiency</li><li>Safety</li><li>Reliable cleaning results</li></ul><p>Modern commercial floor cleaners and scrubbers can improve productivity while minimizing staffing requirements.</p><figure class="image image_resized" style="margin-left:auto;margin-right:auto;text-align:center;width:100%;"><img style="aspect-ratio:1920/1088;" src="https://cdn.pudutech.com/bg1_57c77f6369.png" alt="bg1图书馆.png" width="1920" height="1088"></figure><h4>Warehouses and Logistics Centers</h4><p>Require:</p><ul><li>Large-area cleaning</li><li>Dust and debris management</li><li>Long operational hours</li></ul><p>Robotic floor scrubbers are increasingly becoming the preferred solution for large industrial environments.</p><figure class="image image_resized" style="margin-left:auto;margin-right:auto;text-align:center;width:100%;"><img style="aspect-ratio:4082/2726;" src="https://cdn.pudutech.com/bg1_826d72ee00.jpg" alt="bg1仓库.jpg" width="4082" height="2726"></figure><hr><h3>FAQ: Buying a Commercial Floor Scrubber</h3><h4>What is the best commercial floor scrubber for large facilities?</h4><p>The best commercial floor scrubber depends on facility size, cleaning frequency, labor availability, and operational goals. Large facilities often benefit from autonomous robotic scrubbers that reduce labor dependency while maintaining consistent cleaning quality.</p><h4>Is a robotic floor scrubber better than a ride-on scrubber?</h4><p>For large facilities with repetitive cleaning requirements, robotic floor scrubbers can provide greater long-term efficiency and lower labor costs. Ride-on scrubbers remain effective for environments that require more operator flexibility.</p><h4>Can a commercial floor scrubber clean tile and concrete floors?</h4><p>Yes. BG1 commercial floor scrubbers can clean multiple floor types, including tile, concrete, epoxy, and sealed hard floors.</p><h4>What should I consider before buying a commercial floor scrubber for sale?</h4><p>Key considerations include facility size, cleaning frequency, labor costs, battery life, water capacity, maintenance requirements, automation level, and long-term operating costs.</p><hr><h3>Conclusion</h3><p>The search for the <strong>best commercial floor scrubber</strong> is no longer simply about finding a machine that cleans floors. Today's facility managers must balance productivity, labor efficiency, cleaning quality, maintenance requirements, and long-term return on investment.</p><p>While traditional commercial floor scrubbers remain effective for smaller environments, large facilities are increasingly adopting autonomous solutions to meet modern operational demands. For organizations seeking a scalable, high-performance cleaning platform, robotic systems such as the <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products/pudu-bg1-series"><strong><u>PUDU BG1 Series</u></strong></a> represent the next generation of commercial floor cleaning technology—combining powerful scrubbing performance with intelligent automation to support cleaner, safer, and more efficient facilities.</p><hr><h3>References</h3><ol><li>Occupational Safety and Health Administration. (n.d.). OSHA. https://www.osha.gov/</li><li>Centers for Disease Control and Prevention. (n.d.). CDC. https://www.cdc.gov/index.html</li></ol>

<p class="paragraph text-align-type-left" style="margin:3pt 0pt;text-align:left;"><span style="color:#000000;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑">Maintaining clean floors in large commercial facilities is no longer simply a matter of appearance. Clean, safe, and well-maintained floors directly impact customer experience, workplace safety, operational efficiency, and brand reputation. Whether managing a shopping mall, airport, warehouse, hospital, convention center, or manufacturing plant, facility managers face increasing pressure to deliver consistent cleaning results while controlling labor costs and improving productivity.</span><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;white-space:pre;" data-font-family="微软雅黑">&nbsp;</span><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑">Clean environments are directly linked to workplace safety standards and public health guidelines established by organizations such as the&nbsp;</span></span><a target="_blank" rel="noopener noreferrer" href="https://www.osha.gov/"><span style="color:#1E6FFF;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;vertical-align:baseline;" data-font-family="微软雅黑"><u>OSHA</u></span></span></a><span style="color:#000000;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑"> and the&nbsp;</span></span><a target="_blank" rel="noopener noreferrer" href="https://www.cdc.gov/index.html"><span style="color:#1E6FFF;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;vertical-align:baseline;" data-font-family="微软雅黑"><u>CDC</u></span></span></a><span style="color:#000000;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑">.</span></span></p><p class="paragraph text-align-type-left" style="margin:3pt 0pt;text-align:left;"><span style="color:#000000;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑">As a result, many organizations are reevaluating their cleaning equipment and searching for the&nbsp;</span><span style="font-style:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑"><strong>best commercial floor scrubber</strong></span><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑"> for their specific environment. However, with so many options available—from traditional walk-behind machines to advanced robotic floor scrubbers—choosing the right solution can be challenging.</span></span></p><p class="paragraph text-align-type-left" style="margin:3pt 0pt;text-align:left;"><span style="color:#000000;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑">This guide explores the different types of commercial floor scrubbers, key purchasing considerations, and how modern robotic solutions are reshaping large-scale floor cleaning operations.</span></span></p>

How to Choose the Best Commercial Floor Scrubber for Large Facilities: Manual, Automatic, or Robotic?

<p><span style="color:#000000;font-family:微软雅黑;font-size:11pt;"><span style="font-style:normal;font-weight:normal;letter-spacing:0pt;text-decoration-color:;text-decoration:;vertical-align:baseline;" data-font-family="微软雅黑">Industrial facilities are facing increasing pressure to maintain cleaner, safer, and more efficient working environments. Warehouses are expanding to accommodate e-commerce growth, manufacturing plants are operating longer shifts, and logistics centers are handling higher volumes of goods than ever before. At the same time, labor shortages and rising operational costs are forcing facility managers to rethink traditional cleaning methods.</span></span></p>

Industrial Robotic Floor Scrubbers for Warehouses, Factories, and Large Facilities: What to Look For

<div class="ace-line old-record-id-Xny2dFi2NoIdQwxHDzKcdlfvnsd">Running a profitable restaurant has rarely been harder. According to the National Restaurant Association's <i>2026 State of the Restaurant Industry</i> report, 42% of operators said their restaurant was not profitable last year, even as overall demand for dining out held firm.</div><div class="ace-line old-record-id-Xny2dFi2NoIdQwxHDzKcdlfvnsd">&nbsp;</div><div class="ace-line old-record-id-US44di2TXotpcox9D91c8ZNMnMc">That gap, steady demand and shrinking margins, are pushing operators toward technology that improves efficiency without compromising the guest experience. The same report points to automation, AI, and data tools as a way to streamline operations and free staff to focus on hospitality. Among these tools, restaurant delivery robots, machines that autonomously carry dishes from the kitchen to the table, have become one of the most visible and widely deployed, with <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en" data-lark-is-custom="true">Pudu Robotics</a> among the most established providers worldwide.</div><div class="ace-line old-record-id-US44di2TXotpcox9D91c8ZNMnMc">&nbsp;</div><div class="ace-line old-record-id-VF4QdrVUjoABRSxJ1mYcJpbQnEh">This article explains what a restaurant delivery robot is, how its core technology works, what a full-service cycle looks like on a real restaurant floor, and the business case that makes the investment worthwhile.</div>

What is a Restaurant Delivery Robot?

<p>As commercial robots become increasingly integrated into hotels, hospitals, office buildings, and other complex environments, businesses are looking for solutions that enable seamless, autonomous operations throughout their facilities. The ability for robots to interact with existing building infrastructure—especially elevators—has become a critical factor in maximizing the value of automation.</p><p>With over 10,000 elevator-integrated robots deployed worldwide, Pudu Robotics has developed extensive expertise in elevator control solutions across diverse industries and building environments. With more than 130,000 robots shipped globally and deployments spanning over 85 countries and regions, Pudu has built one of the largest commercial service robot networks in the industry. Backed by large-scale real-world deployments and flexible integration technologies, Pudu elevator control enables robots to operate reliably and efficiently, helping organizations unlock the full potential of autonomous service robots.</p>

Elevator Integration: How Pudu Robotics Enables Robots to Move Freely Across Buildings Worldwide

<div data-page-id="MMrCdeCIgozbXmxOOLccsXPQnJd" data-lark-html-role="root" data-docx-has-block-data="false"><h3 class="heading-3 ace-line old-record-id-AZdrdBiSEoMpj3xHCchc4jXjnaf"><strong>Airports Are Entering a New Era of Intelligent Operations</strong></h3><div class="ace-line old-record-id-HQMadHxv9oSruixb9twcNwZQnhb">Modern airports have evolved far beyond transportation hubs. They are becoming complex, around-the-clock ecosystems where operational efficiency, passenger experience, and sustainability must be balanced simultaneously.</div><div class="ace-line old-record-id-DFhMd7Qt3o1PyoxFuK9cDcU5nCe">Every day, airport operators face mounting challenges:</div><div class="ace-line old-record-id-DFhMd7Qt3o1PyoxFuK9cDcU5nCe">&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-CSo6dbjAso6PKQxRmkQc3XYAnpd" data-list="bullet"><div>Increasing passenger traffic with limited labor resources</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-KuezdW9RKojMzDxbZQccfYK6nOw" data-list="bullet"><div>24/7 cleaning requirements across vast terminal spaces</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-BfPadoouLoqSOoxNDTVcG1SZnjf" data-list="bullet"><div>Growing expectations for seamless passenger services</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-VNCKd1yvBouHdOxEh3ecXYVdn7d" data-list="bullet"><div>Higher standards for operational efficiency and digital transformation</div></li></ul><div>&nbsp;</div><div class="ace-line old-record-id-EHvxdwQoWovTgpxVILaco59Jnse">Traditional operating models are no longer enough.</div><div class="ace-line old-record-id-EHvxdwQoWovTgpxVILaco59Jnse">&nbsp;</div><div class="ace-line old-record-id-HAbqdk2tgoXnGwxScj5czLUlnGf">Across the global aviation industry, robots are becoming an increasingly important part of airport operations—not to replace people, but to automate repetitive, labor-intensive tasks so airport staff can focus on higher-value services that require human expertise.</div><div class="ace-line old-record-id-HAbqdk2tgoXnGwxScj5czLUlnGf">&nbsp;</div><div class="ace-line old-record-id-Xd6AdIYceoFa9wxS0cWcKTIpnxd">This shift is already underway.</div><div class="ace-line old-record-id-Xd6AdIYceoFa9wxS0cWcKTIpnxd">&nbsp;</div><div class="ace-line old-record-id-KqrNdRikAoXOdExJtdwcSn4XnWg">As of June 2026, hundreds of PUDU robots are deployed across <strong>more than 40 airports worldwide</strong>, supporting daily operations throughout Asia, Europe, North America, Oceania, South America, and the Middle East. From cleaning and material transport to passenger services and customized applications, PUDU is helping airports operate more intelligently while delivering better experiences for both travelers and staff.</div><div class="ace-line old-record-id-I7CYdN5ZjoZfYQxTsBwcRbgJnyf">&nbsp;</div><h3 class="heading-3 ace-line old-record-id-ItfddreXHoFLlOxd4abc9INrnVg">Expanding Global Footprint Across 5 Continents</h3><div class="ace-line old-record-id-F6yndkdALocLMHxM832cao2Tndb">Across five continents, PUDU robots are helping airports streamline operations with intelligent solutions for <strong>cleaning, delivery, passenger services, and customized applications</strong>. Proven across diverse airport environments, PUDU solutions help improve operational efficiency while enhancing the passenger experience.</div><figure class="image image_resized" style="margin-left:auto!important;margin-right:auto!important;text-align:center!important;width:93.7%;"><img style="aspect-ratio:1200/800;display:block!important;margin-left:auto!important;margin-right:auto!important;" src="https://cdn.pudutech.com/A_global_footprint_across_40_airports_a328eeeb46.webp" alt="A global footprint across 40+ airports .webp" width="1200" height="800"></figure><div class="ace-line old-record-id-F6yndkdALocLMHxM832cao2Tndb"><meta charset="utf-8"></div><div data-page-id="MMrCdeCIgozbXmxOOLccsXPQnJd" data-lark-html-role="root" data-docx-has-block-data="false"><h3 class="heading-3 ace-line old-record-id-AzxedkItloHbgpxvfPQcYWdonZP"><strong>Proven Excellence: Global Airport Case Studies</strong></h3><h4 class="heading-4">1. Hong Kong International Airport (HKIA) , China</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-Jf1Adi7I9o49fBx0JqdcmIfln9f" data-list="bullet"><div><strong>Airport Profile:</strong> As one of the Asia-Pacific region's premier international aviation hubs, HKIA handles over 70 million passengers annually and consistently ranks first globally in air cargo throughput, serving as a vital node in global passenger and logistics networks.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-N9XUdgRr4otjOtxhG8OcbCQznrg" data-list="bullet"><div><strong>Robotic Operations:</strong> The <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/products/puduCC1?utm_source=linkedin&amp;utm_medium=organic" data-lark-is-custom="true"><strong>PUDU CC1</strong></a> operates seamlessly across both landside and airside security zones, executing high-efficiency floor scrubbing and dust-mopping. Meanwhile, <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/products/bellabotpro?utm_source=linkedin&amp;utm_medium=organic" data-lark-is-custom="true"><strong>BellaBot Pro</strong></a> and <strong>HolaBot</strong> handle meal delivery and dish collection in executive airport lounges, elevating the premium passenger experience.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-ZlGRdzslFo4L4Bx2ukccjSGPnIe" data-list="bullet"><div><strong>Value Delivered:</strong> To manage massive foot traffic while maintaining world-class service standards, HKIA leveraged a coordinated fleet of Pudu cleaning and delivery robots. This multi-scenario deployment automates public area maintenance and lounge hospitality, significantly boosting operational efficiency, optimizing workforce allocation, and delivering a seamless, high-tech experience for travelers.</div></li></ul><div>&nbsp;</div><figure class="media"><div data-oembed-url="https://youtu.be/CfNPcZGvA_E?si=Cpc_fuVKQDgHaH0I"><div style="position: relative; padding-bottom: 100%; height: 0; padding-bottom: 56.2493%;"><iframe src="https://www.youtube.com/embed/CfNPcZGvA_E" style="position: absolute; width: 100%; height: 100%; top: 0; left: 0;" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen=""></iframe></div></div></figure><h4 class="heading-4">2. Incheon International Airport, South Korea</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-H5qed5hEKoyjhvxBqhKcxxY5nJb" data-list="bullet"><div><strong>Airport Profile:</strong> Renowned as one of East Asia's most competitive hubs, Incheon International Airport handles over 70 million passengers annually and consistently ranks among the world's top airports for both international passenger and cargo traffic.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-Emq5ds2S5oX1clxe6kacgqcxnwg" data-list="bullet"><div><strong>Robotic Operations:</strong> The <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/products/mt1?utm_source=linkedin&amp;utm_medium=organic" data-lark-is-custom="true"><strong>PUDU MT1</strong></a> is deployed in the high-traffic arrivals terminal, executing continuous, heavy-duty carpet cleaning to keep the environment pristine around the clock.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-J9AMdUqSzoUMnrxK8zZcoeJAnjG" data-list="bullet"><div><strong>Value Delivered:</strong> As airports race to modernize, the level of automation has become a core benchmark for international competitiveness. The introduction of the PUDU MT1 not only elevates Incheon’s image as a smart airport but also alleviates the relentless pressure of 24/7 large-scale floor maintenance. By automating repetitive tasks, human staff can focus on high-touch, meticulous cleaning in VIP lounges and restrooms, achieving optimal human-robot collaboration.</div></li></ul><div>&nbsp;</div><p><video class="video" controls="" width="500px">
                                                    <source src="https://cdn.pudutech.com/MT_1_EN_1980018951.mp4" type="video/mp4">
                                                </video></p><h4 class="heading-4">3. Paris-Charles de Gaulle Airport (CDG), France</h4><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-QQnqdB8Qyo8MWkxLKX5cDbeNnqc" data-list="bullet"><div><strong>Airport Profile:</strong> As Europe's second-largest aviation hub, CDG welcomes over 70 million passengers a year and stands as the largest air cargo hub in mainland Europe.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-Aiz5d5vfrobX07xdB32csvtAnud" data-list="bullet"><div><strong>Robotic Operations:</strong> Pudu's delivery robots tackle a diverse array of specialized tasks: <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/products/pudubot2?utm_source=linkedin&amp;utm_medium=organic" data-lark-is-custom="true"><strong>PuduBot 2</strong></a> manages liquid collection at security checkpoints, <strong>PuduBot 2 (Screen Edition)</strong> provides dynamic taxi stand wayfinding and information routing, and a customized <strong>BellaBot Pro</strong> serves as a mobile waste collection terminal.</div><div>&nbsp;</div></li><li class="ace-line old-record-id-KKcwd5qW6okymuxja2Mc4897nFf" data-list="bullet"><div><strong>Value Delivered:</strong> By deploying a versatile fleet of service robots, CDG has successfully automated repetitive tasks like liquid disposal, wayfinding, and waste collection. This has dramatically streamlined operations and enriched the passenger journey, while reinforcing the airport’s brand as a digital pioneer—setting a benchmark for smart operations at mega-hubs globally.&nbsp;</div></li></ul><p style="margin-left:auto!important;margin-right:auto!important;text-align:center!important;"><img class="image_resized" style="display:block!important;height:auto!important;margin-left:auto!important;margin-right:auto!important;max-width:50%!important;width:50%!important;" src="https://cdn.pudutech.com/videoplayback_00_00_11_00_00_17_1215369816.gif" alt="videoplayback[00_00_11--00_00_17].gif" width="50%"></p><p style="margin-left:auto!important;margin-right:auto!important;text-align:center!important;"><img class="image_resized" style="display:block!important;height:auto!important;margin-left:auto!important;margin-right:auto!important;max-width:50%!important;width:50%!important;" src="https://cdn.pudutech.com/videoplayback_00_00_34_00_00_41_8a05d9aa15.gif" alt="videoplayback[00_00_34--00_00_41].gif" width="50%"></p><div data-page-id="MMrCdeCIgozbXmxOOLccsXPQnJd" data-lark-html-role="root" data-docx-has-block-data="false"><h3 class="heading-3 ace-line old-record-id-B9pFd5UPRoZfcHxYbTEc2nNwn6f"><strong>Multi-Robot Solutions for Airport Operations</strong></h3><div class="ace-line old-record-id-JlZ7dMKTCoEKc9xOfVDcVGmTnpd">Built on a coordinated fleet of specialized robots, PUDU Robotics provides airports with an integrated solution for cleaning, delivery, passenger services, customer engagement, marketing cruise, and custom applications. Together, the PUDU CC1 Series, PUDU MT1 Series, BellaBot Series, <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/products/pudut300?utm_source=linkedin&amp;utm_medium=organic" data-lark-is-custom="true">PUDU T300</a>, and more help automate complex airport operations with greater efficiency and flexibility.</div><div class="ace-line old-record-id-JlZ7dMKTCoEKc9xOfVDcVGmTnpd">&nbsp;</div><h3>1.Cleaning Applications</h3><p style="margin-left:auto!important;margin-right:auto!important;text-align:center!important;"><img style="display:block!important;margin-left:auto!important;margin-right:auto!important;" src="https://cdn.pudutech.com/_3c3addbf4b.webp" alt="产品图.webp" width="1585" height="800"></p><h3>2.Delivery, Passenger Services, Marketing &amp; Customized Applications</h3><p><meta charset="utf-8"></p><div data-page-id="MMrCdeCIgozbXmxOOLccsXPQnJd" data-lark-html-role="root" data-docx-has-block-data="false"><div class="ace-line old-record-id-VZDKd03DgoUFXQx5WVAcvFEfnmg">Built on a standardized, robust robotic platform, Pudu robots feature extensive secondary development capabilities and scenario-specific adaptability. They can be rapidly reconfigured to meet unique airport operational demands. Beyond standard delivery, these robots excel at passenger wayfinding, interactive marketing, liquid collection, and waste disposal—offering tailored solutions that continuously boost operational efficiency and traveler satisfaction.</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-CQsydUYxGoDffGxYCwdcbXjzngg" data-list="bullet"><div><strong>BellaBot Pro</strong> <i>(Premium Delivery &amp; Marketing Robot)</i> Featuring a large digital display for targeted advertising and advanced voice interaction, the BellaBot Pro handles premium deliveries and can be easily customized into mobile promotional kiosks or waste collection terminals to meet diverse airport needs.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-KQDYdEbTHoBgXDxPdtjcvIGonKb" data-list="bullet"><div><strong>KettyBot Pro</strong> <i>(Compact Delivery &amp; Marketing Robot)</i> Agile and compact, KettyBot Pro combines high-impact mobile advertising with lightweight delivery. It is perfectly suited for high-traffic zones like airport retail centers, commercial plazas, and departure gates, serving as a dynamic touchpoint for brand engagement and passenger interaction.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-V7PedFYMKoti0dxrPq1caPsSnXd" data-list="bullet"><div><strong>PuduBot 2</strong> <i>(Versatile Open-access Delivery Robot)</i> Designed with open-access trays for rapid loading and unloading, PuduBot 2 expertly manages material transport, security liquid collection, and wayfinding. It supports custom appearance and functional modifications, making it highly adaptable to complex airport environments.</div></li></ul><div>&nbsp;</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-L8qKdc04eolhADxL0EBcEUrLnlc" data-list="bullet"><div><strong>PUDU T300/T600 </strong>(<i>Heavy-Duty Delivery Robot</i>)</div><div class="ace-line old-record-id-Z6rddUIrKo0bIqxSYQUcTmcbnwc">With payload capacities of up to 300kg and 600kg, the PUDU T300 and <a target="_blank" rel="noopener noreferrer" href="https://www.pudurobotics.com/en/products/pudut600?utm_source=linkedin&amp;utm_medium=organic" data-lark-is-custom="true">PUDU T600</a> are designed for heavy-duty transport, including baggage handling. They also support flexible customization for different operational needs, enabling applications such as mobile waste collection and beyond.</div></li></ul><h3 class="heading-3 ace-line old-record-id-BizwdotH7oArEWxHNeDc5KNNnuh"><strong>Building the Airport of the Future</strong></h3><div class="ace-line old-record-id-Fb2ldX5eMoGHF0x2i5fcQQzOnKe">As airports continue investing in automation and digital transformation, robots are becoming an essential part of next-generation airport infrastructure.</div><div class="ace-line old-record-id-Fb2ldX5eMoGHF0x2i5fcQQzOnKe">&nbsp;</div><div class="ace-line old-record-id-AXCYdegJSoNnoXxzVsZcmHIQnEM">What began as individual pilot projects has evolved into fleet-scale deployments supporting daily operations across some of the world's busiest airports.</div><div class="ace-line old-record-id-AXCYdegJSoNnoXxzVsZcmHIQnEM">&nbsp;</div><div class="ace-line old-record-id-SNN7dlfQFoyFGmxshXlc7NYCnEd">With proven deployments in more than 40 airports worldwide, Pudu Robotics is helping airport operators automate repetitive work, improve operational efficiency, optimize workforce allocation, and deliver a smarter, more seamless passenger experience.</div><div class="ace-line old-record-id-SNN7dlfQFoyFGmxshXlc7NYCnEd">&nbsp;</div><div class="ace-line old-record-id-DJkZdbR01oV98rxz9xccOVVln9d">As the aviation industry continues to evolve, intelligent robotics will play an increasingly important role in shaping safer, more efficient, and more connected airports—and Pudu Robotics is proud to be helping build that future.</div></div></div></div></div>

<h3 class="heading-3 ace-line old-record-id-AZdrdBiSEoMpj3xHCchc4jXjnaf"><strong>Airports Are Entering a New Era of Intelligent Operations</strong></h3><div class="ace-line old-record-id-HQMadHxv9oSruixb9twcNwZQnhb">Modern airports have evolved far beyond transportation hubs. They are becoming complex, around-the-clock ecosystems where operational efficiency, passenger experience, and sustainability must be balanced simultaneously.</div><div class="ace-line old-record-id-DFhMd7Qt3o1PyoxFuK9cDcU5nCe">Every day, airport operators face mounting challenges:</div><ul class="list-bullet1" start="1"><li class="ace-line old-record-id-CSo6dbjAso6PKQxRmkQc3XYAnpd" data-list="bullet"><div>Increasing passenger traffic with limited labor resources</div></li><li class="ace-line old-record-id-KuezdW9RKojMzDxbZQccfYK6nOw" data-list="bullet"><div>24/7 cleaning requirements across vast terminal spaces</div></li><li class="ace-line old-record-id-BfPadoouLoqSOoxNDTVcG1SZnjf" data-list="bullet"><div>Growing expectations for seamless passenger services</div></li><li class="ace-line old-record-id-VNCKd1yvBouHdOxEh3ecXYVdn7d" data-list="bullet"><div>Higher standards for operational efficiency and digital transformation</div></li></ul><div class="ace-line old-record-id-EHvxdwQoWovTgpxVILaco59Jnse">Traditional operating models are no longer enough.</div><div class="ace-line old-record-id-HAbqdk2tgoXnGwxScj5czLUlnGf">Across the global aviation industry, robots are becoming an increasingly important part of airport operations—not to replace people, but to automate repetitive, labor-intensive tasks so airport staff can focus on higher-value services that require human expertise.</div><div class="ace-line old-record-id-Xd6AdIYceoFa9wxS0cWcKTIpnxd">This shift is already underway.</div><div class="ace-line old-record-id-KqrNdRikAoXOdExJtdwcSn4XnWg">As of June 2026, hundreds of PUDU robots are deployed across <strong>more than 40 airports worldwide</strong>, supporting daily operations throughout Asia, Europe, North America, Oceania, South America, and the Middle East. From cleaning and material transport to passenger services and customized applications, PUDU is helping airports operate more intelligently while delivering better experiences for both travelers and staff.</div><div class="ace-line old-record-id-I7CYdN5ZjoZfYQxTsBwcRbgJnyf">&nbsp;</div>

40+ Airports Worldwide: Why the World's Leading Aviation Hubs Choose Pudu Robotics

<p>Commercial cleaning is undergoing a fundamental transformation. Rising labor costs, persistent staffing shortages, increasing hygiene expectations, and the growing demand for 24/7 facility operations are pushing organizations to rethink traditional cleaning methods. Across airports, shopping malls, hospitals, logistics centers, manufacturing facilities, and office complexes, facility managers are increasingly looking for solutions that deliver higher cleaning consistency with less dependence on manual labor.&nbsp;<br>This shift has accelerated the adoption of&nbsp;autonomous floor scrubbers. However, not all cleaning robots are created equal. While early-generation machines primarily followed predefined routes, the newest generation of AI-native floor scrubbing robots can perceive, analyze, adapt, and respond to changing environments in real time.<br>Among these next-generation systems, the&nbsp;PUDU BG1 Series represents a new approach to commercial floor cleaning—one that combines autonomous navigation, AI-powered perception, adaptive cleaning strategies, and unattended operation into a single integrated platform.&nbsp;</p>

What Is an Autonomous Floor Scrubber? How AI-Native Floor Scrubbing Robots Are Changing Commercial Cleaning

Why 100+ Textile Companies Are Choosing Pudu Robotics

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Why 100+ Textile Companies Are Choosing Pudu Robotics

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