Magiclab Robotics Technology (Wuxi) Co., Ltd.
Magiclab Robotics Technology (Wuxi) Co., Ltd.
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MagicBot D1 Navigates Retail Shelves With Vision-Guided, Force-Controlled Precision Picking

At WAIC 2026 and WRC 2026, MagicLab's wheeled humanoid MagicBot D1 moved fluidly between store shelves at the company's booth — identifying items across shelves of varying heights, then executing precise picking, transfer, and placement without pausing to recalibrate between shelf sections. D1 combines visual perception with a force-controlled robotic arm for stable grasping, enabling it to autonomously complete the full pick-transfer-place sequence across variable shelf heights and item types without requiring a fixed pick point or dedicated fixture — the same no-retrofit advantage that makes D1 a fit for warehouse and manufacturing deployments (see the Industrial Manufacturing case studies).


Why it matters for retail operators: Fixed-height, fixed-position picking systems are common; they're also expensive to reconfigure every time a planogram changes. A picking robot that adapts to varying shelf heights and item geometry without a fixture change is the difference between a system retailers can actually keep up to date and one that locks a store layout in place.


MagicBot D1 Navigates Retail Shelves With Vision-Guided, Force-Controlled Precision Picking


MagicBot D1 Navigates Retail Shelves With Vision-Guided, Force-Controlled Precision Picking


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