AitopkitChinese robotics company AGIBOT used its Innovation Day 2026 in Shanghai on October 29 to lay out a full stack for robots that actually work in the real world: a new embodied AI foundation model, a heavy-duty industrial robot, a dedicated operating system, and a proposed way to measure what robots produce once deployed.
The headline concept is Worken, a framework for measuring the productive work robots perform in real-world environments. AGIBOT defines it as Effective Intelligent Work Hours: the number of active robots, multiplied by autonomous working hours, multiplied by an output efficiency ratio. The pitch is that counting robots shipped tells buyers little; what matters is useful output over a robot's working life, weighed against lifecycle costs. Worken is a proposal, not an established standard, and AGIBOT describes it as evolving — but it also appears in the 2026 Embodied Intelligence Industry Innovation Report released at the event.
On the model side, AGIBOT debuted GO-3 Preview, its next-generation embodied AI foundation model, built around a unified reasoning, prediction, and action framework called WRAM (World Reasoning Action Model). The company says GO-3 Preview ranked first in task success rate and process score on RoboDojo, achieved the highest overall score on RoboTwin, and ranked first overall on RoboColiseum, with a full open-source release planned by the end of 2026. It also showcased WITA-Omni 1.0, an omni-modal interaction model for full-duplex conversation with coordinated speech and movement and on-device deployment. These are company-reported benchmark claims, not yet independently verified.
The hardware news was equally broad. AGIBOT unveiled AHA3, its integrated "Three Intelligences in One" hardware platform, and formally launched the G2 Max industrial robot, first shown at WAIC 2026 in July. G2 Max is a heavy-duty wheeled, force-controlled robot for manufacturing and logistics, with 21 degrees of freedom, a dual-arm handling capacity of up to 40 kg, and an adjustable working height from 0.1 to 2.5 meters — built for material transport, warehouse handling, and pallet work. AGIBOT also released Link-U OS 1.0, which it positions as the industry's first operating system purpose-built for embodied intelligence, now being trialled by ecosystem partners with a full open-source release planned by year-end, alongside a donation of the project to the OpenAtom Foundation.
The event's framing matters as much as any single product: AGIBOT says its 20,000th robot rolled off the production line in September 2026, and Innovation Day was explicitly about deployment — getting robots into factories, warehouses, and service environments and keeping them working there. For buyers weighing humanoid and industrial robots, the combination of a measurable output metric, an open-source OS, and an open model preview is a bid to make robot deployments easier to justify — and easier to compare.