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Only Industry#Grasping and manipulation
  1. 至简动力 · 微信公众号72

    Zhijian Dynamics and Hangcha Group deploy robot sorting line for supermarket front warehouses

    On November 3, Zhijian Dynamics and Hangcha Group completed the deployment of the first robot sorting line for a supermarket front warehouse, connecting the full workflow from AMR merge feeding, robot autonomous planning and dexterous grasping and turning, and scan verification to order distribution. The line uses the iX robot body that Zhijian Dynamics customized for Hangcha, and relies on visual perception and VLA task planning to handle boxed, bagged, bottled, and other product forms without the need to model each SKU separately. Measured single-machine sorting efficiency reaches up to 450 items per hour, with accuracy stable above 98%, and under full load it can support 24-hour continuous fault-free operation.

    Why it matters: Readers can learn about the actual deployment conditions of the supermarket front-warehouse sorting line and the single-machine efficiency and accuracy data.

  1. AgiBot72

    Six AGIBOT G2 robots complete 24-hour trial at Shanghai convenience store, performing 1,730 tasks

    Six AGIBOT G2 wheeled humanoid robots completed a 24-hour trial at an operating convenience store in Xuhui District, Shanghai, performing a total of 1,730 tasks, with four of them passing the final assessment.

    Why it matters: AGIBOT disclosed the task distribution and assessment results of six G2 robots over 24 hours in a real convenience store, offering a view of how embodied intelligence performs in continuous operation.

  1. 戴盟机器人72

    Daimon Robotics completes hundreds of millions in strategic financing, led by Ant Group

    Daimon Robotics announced the completion of a strategic funding round of hundreds of millions, led by Ant Group with existing shareholders oversubscribing, just two months after its hundred-million-yuan Series A. The company also launched its tactile-anchored world model Daimon-TWM, with parameter scale at the 10B level, capable of real-time inference on the NVIDIA RTX 5090 platform, and claims that its average success rate on contact-intensive manipulation tasks is twice that of π0.5. Daimon has also built the tactile full-modality dataset Daimon-Infinity; after the first 10,000 hours of data were open-sourced, it received nearly 5 million downloads on the ModelScope community.

    Why it matters: Beyond the funding news, the original article also details the architecture and data-collection layout of the tactile world model Daimon-TWM, which helps in understanding the technical proposition of the tactile approach.

  1. Yaskawa70

    Yaskawa Electric and GAZOO Racing to Bring AI Autonomous Welding Robot Technology to GR KART Manufacturing Site

    Yaskawa Electric and Toyota GAZOO Racing have jointly developed AI-driven autonomous robot production technology, with deployment beginning in September 2026 at the Gamagori GR KART workshop. The technology builds on the SFA method (Sequence Freezing Arc Welding) jointly developed by the two parties in 2024, and uses MOTOMAN NEXT robots equipped with GPUs and AI to autonomously recognize the state of pipe frames, complete welding, confirm and correct quality, and analyze appearance images, welding sounds, and various data in an integrated manner.

    Why it matters: Yaskawa and GAZOO Racing are extending their SFA welding experience into an AI autonomous welding line, and it has already gone into actual production at the GR KART workshop, offering a view of how welding automation moves from validation to the mass-production floor.

  1. 中科慧灵 · 微信公众号72

    CASBOT completes several-hundred-million-yuan A++ round to advance embodied intelligence mass production and delivery

    CASBOT completed an A++ funding round of several hundred million yuan, jointly invested by Zhilai Investment, Yonghua Investment, Maotian Investment, Yuanhe Chenkun, Guoke Kezhi, Luning Investment and others. The funds will be used for product mass production and delivery, R&D iteration of embodied brain technology, and market expansion. The company's self-developed CASBOT PA perception-to-action model has been validated at actual workstations in a shoe factory in Putian, achieving a cycle time of 7 seconds per piece for the outsole stamping process and 18 seconds per pair for sole pressing. In 2026, its total orders for embodied shoe-making robots exceeded 400 million yuan, with equipment production scheduling reaching the scale of several thousand units.

    Why it matters: The funding announcement also disclosed shoe-making workstation cycle times and order scale, which can be used to assess the industrial deployment progress of embodied manipulation models.

  1. 珞石机器人70

    ROKAE Zhuxing H wheeled humanoid robots enter Schaeffler Taicang embodied intelligence digital factory production line

    On October 20, Schaeffler's Taicang embodied intelligence robot digital factory opened, with 5 ROKAE Zhuxing H series wheeled humanoid robots participating in the intelligent assembly line for tasks including bin handling, parts sorting, press-fitting and screw assembly, functional testing, marking and packaging, producing joint module components including actuators for next-generation humanoid robots.

    Why it matters: The original text provides the specific processes and technical configuration of complete machines entering a mass-production line, helping readers judge the current usable boundaries of wheeled humanoid robots in real manufacturing scenarios.

  1. Agile Robots/思灵机器人62

    Agile Robots and Audi pilot mobile humanoid robot parts sorting at Ingolstadt plant

    Agile Robots, Audi, Dassault Systèmes and NVIDIA announced a proof-of-concept collaboration at NVIDIA GTC Berlin to use mobile humanoid robots for parts picking and sequencing at Audi's Ingolstadt plant for final vehicle assembly.

    Why it matters: The original text explains the validation process in which a virtual twin precedes physical deployment, letting readers understand the practical path for humanoid robots entering automotive logistics.

  1. PsiBot/灵初智能69

    Lingchu Intelligence completes over $100 million new funding round, with industrial capital including Tuopu Group and Chery Ruicheng Fund participating

    Lingchu Intelligence announced the completion of a new funding round of over $100 million. Investors include Tuopu Group, Ruicheng Fund under Chery Holding, Lens Technology, 37 Interactive Entertainment, Wuhu Municipal Investment Holding Group, and Fosun Chuangfu, while existing shareholder Zhuhai Technology Industry Group made an excess additional investment. The proceeds will focus on embodied world model R&D and commercial deployment in logistics and advanced manufacturing scenarios. The company's self-developed dual-system architecture comprises the Psi-R2 manipulation policy model and the Psi-W0 action-conditioned world model, and it plans to expand the scale of human data collection and accelerate the layout of data collection facilities.

    Why it matters: Lingchu Intelligence officially announced the completion of the funding and stated that the funds will go toward world model R&D and commercialization in logistics and manufacturing scenarios, giving readers insight into its industry-finance resource layout.

  1. Elite Robots/艾利特机器人64

    Elite Embodied Dual-Arm Robots Enter Apple Supply Chain Drilling Workshop for Mass-Production Loading and Unloading

    The embodied dual-arm loading and unloading robot jointly developed by Elite and Maixing Robotics has achieved 24/7 unmanned mass production in the drilling workshop of a leading Apple supply chain factory, with a single-cycle takt time of 52 seconds, a loading and unloading yield of 99.9%, and 5 units stably online. The solution uses hybrid force-position control and dynamic trajectory planning to achieve dual-arm coordination, is equipped with the self-developed Yuanqi Primo embodied large model, achieves loading accuracy within ±0.2 mm, and uses a wireless IO four-step handshake scheme to eliminate the need for modifications by the original machine tool manufacturer, shortening the deployment period from 10 days for the first unit to 7 days for the fifth unit.

    Why it matters: The original text provides actual performance figures such as line takt time, yield, and deployment period, allowing readers to understand the implementation path of the embodied dual-arm solution in a mass-production workshop.

  1. 艾利特机器人 · 微信公众号65

    Elite embodied dual-arm robots enter Apple supply chain drilling workshops for mass-production loading and unloading

    An embodied dual-arm composite loading and unloading robot jointly developed by Elite and Maixing Robotics has been running in mass production in the drilling workshop of a leading Apple supply chain factory, with a single-cycle takt time of 52 seconds and a loading/unloading yield of 99.9%; the first unit has run continuously for more than a year, and 5 units are online simultaneously.

    Why it matters: The original text provides the takt time, yield, and deployment period for dual-arm loading and unloading in an Apple supply chain drilling workshop, which can be compared with single-arm and humanoid approaches to assess engineering trade-offs.

  1. Dexterity64

    FedEx and Dexterity expand deployment of Foresight and Mech automated trailer-loading systems at Hagerstown hub

    FedEx and Dexterity announced an expansion of their partnership to deploy Dexterity's Foresight world model and Mech dual-arm trailer-loading system at scale at the Hagerstown hub in Maryland, after the technology completed years of joint development, testing, and operational validation at pilot sites.

    Why it matters: The original article provides details on the production-scale deployment from pilot to a large hub, helping readers understand how physical AI is actually being implemented in logistics loading and unloading scenarios.

  1. Figure AI63

    Figure 03 arrives at BMW Spartanburg plant for sequencing sorting tasks

    Figure AI announced that the Figure 03 humanoid robot has entered Hall 52 at BMW Group Plant Spartanburg, shifting from the sheet metal loading and unloading work previously done by Figure 02 to a sequencing sorting use case; Figure 02 took part in assembling 30,000 vehicles last year.

    Why it matters: The company has released details of Figure 03's deployment scenario at the BMW plant and of its Helix 02 drive, so readers can learn about progress in bringing humanoid robots from material handling to complex sorting.

  1. HUMANOID62

    Siemens and Humanoid test HMND 01 humanoid robot for autonomous bin handling at German factory

    Siemens and Humanoid announced that Humanoid's HMND 01 wheeled Alpha humanoid robot has completed testing in logistics operations at Siemens' electronics factory in Erlangen, Germany, autonomously performing tasks to grasp, move, and place bins for operators.

    Why it matters: Specific capacity and success-rate metrics were disclosed, allowing readers to gauge the maturity of humanoid robots in real factory logistics operations.

  1. Skild AI75

    Skild AI partners with ABB Robotics, Universal Robots, and NVIDIA to deploy Skild Brain

    Skild AI announced partnerships with ABB Robotics and Teradyne-owned Universal Robots and MiR to integrate its general-purpose model Skild Brain into industrial robots, eliminating task-by-task programming and using post-training fine-tuning with a small amount of task data.

    Why it matters: Skild AI describes its own partnership deployment approach with ABB, UR, and NVIDIA and assembly task details, letting readers understand how its general-purpose model enters production lines.

  1. Diligent71

    Serve Robotics to acquire Diligent Robotics, expanding autonomous robotics platform to indoor hospital settings

    Serve Robotics announced it has signed an agreement to acquire Diligent Robotics, with consideration consisting of $29 million in the company's common stock paid to Diligent shareholders (subject to adjustments such as net debt), plus up to $5.3 million in milestone earnouts. The deal is expected to close in the first quarter of 2026, and Diligent will continue to operate as a Serve subsidiary under the leadership of Andrea Thomaz.

    Why it matters: The materials lay out Moxi's deployment scale and the per-hospital annual sales range, making it easier to assess the acquisition's actual weight for Serve's revenue mix and platform expansion.

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