AtomBite.AI 元界智能
Beijing embodied-AI startup building a flexible-manipulation foundation model and the M1 takeout-packing robot for commercial kitchens.
AtomBite.AI is a Beijing-based embodied-AI startup founded in 2026 that develops cognitive software and flexible-manipulation robotics for offline retail and food-service operations worldwide. The company is building the "AtomBite Brain," a foundation model for flexible manipulation in commercial robotics, alongside a broader restaurant-focused "World Action Model" targeting back-of-house operations such as packaging, sorting and delivery handoffs. Its architecture combines large foundation models that interpret complex scene context and handle rare edge cases with a smaller, highly optimized edge-AI model for high-frequency real-time motor control, giving standard robotic hardware the ability to adapt on the fly to messy, unstructured tasks. AtomBite.AI's first commercial product is the M1 Takeout Packing Robot, designed to solve the "grasping problem" and automate the chaotic last meter of restaurant delivery fulfillment, handling crushed bags, leaking containers and receipts with human-like dexterity.
The product is offered through a zero-CapEx Robot-as-a-Service model priced at roughly USD 2,200 to 2,900 per month for restaurant operators, converting capital outlay into a lightweight monthly operating expense. The company's roadmap extends from takeout packing (M1) to kitchen operations (M2) and delivery handoff (M3), with a long-term goal of a Universal Hand applicable across micro-fulfillment and e-commerce returns. AtomBite.AI was founded by former Meituan executives, with CEO Dr. Dong Wang, previously CTO of Meituan Delivery, and raised tens of millions of yuan in seed funding led by InnoAngel Fund with participation from the Tsinghua Alumni Seed Fund. Its focus on learned dexterous manipulation positions it squarely within embodied AI robotics.
Primary type & automation activities this supplier delivers:
M1 Takeout Packing Robot
- Model: M1
- Launch Year: 2026
Embodied-AI robot that automates restaurant takeout packing, handling bags, containers and receipts with human-like dexterity.
Company Facts
Founded
2026
Primary Role
RaaS
Company Size
-
Primary Region
Asia-Pacific
Annual Sales
-
Funding Stage
Early-Stage VC
Funding Total
-
Certifications & Memberships
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Former Meituan delivery tech chief starts a venture for an "restaurant world model" in the era of embodied intelligence.
AtomBite.AI, a company specializing in embodied intelligence, has secured a multi-million dollar seed funding round led by InnoTech Venture Capital, with participation from the Tsinghua Alumni Seed Fund and notable individual investors. This funding will primarily support the development of embodied world models for the restaurant industry and the implementation of core products. The company's founding team, which includes Dr. Wang Dong, a former technical lead at Meituan's food delivery division, aims to address inefficiencies in restaurant kitchens, particularly in the packaging and delivery processes that still heavily rely on manual labor. As global food delivery orders continue to rise, AtomBite.AI identifies the kitchen as a promising application area for embodied intelligence, given its universal demand and clear return on investment for businesses. The team plans to create a "World Action Model" tailored for the restaurant sector, emphasizing the integration of visual and tactile feedback to enhance robotic operations. Their approach focuses on developing a system that learns from real-world interactions rather than relying solely on generalized models. Currently, AtomBite.AI is targeting the packaging and transfer stages of food delivery, which are prone to errors and have quantifiable value. The company anticipates deploying its packaging model in commercial kitchens by 2026, with plans to expand into more complex kitchen operations and broader service industry applications in the future.
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