This autonomous picking robot achieves precise positioning with 10 mm accuracy and performs stable, accurate and reliable autonomous docking for various warehousing tasks. It supports efficient operation that synchronizes with production line rhythm for just‑in‑time delivery, completing steady transport, embodied‑ai loading and unloading of workshop materials.