AGIBOT introduced Worken at its Shanghai Innovation Day, dated October 29 in the announcement. The company proposes describing useful robotic work as active robots × autonomous working hours × an output efficiency ratio. The final factor compares acceptable output with a defined task reference. The framework is presented as an evolving proposal.
What the formula reveals
The number of machines sold and the amount of work completed answer different questions. A machine in the inventory may be awaiting configuration; another may operate for long periods but produce output requiring correction. Our editorial assessment is that the proposal's usefulness lies in this distinction, rather than in the new name itself.
As an illustration, two factories could have identical robot counts and similar shifts, yet different numbers of accepted products. Downtime, human assistance or a poorly matched task could explain the difference. An aggregate value without those conditions would conceal it. These are not observations about actual AGIBOT customers, but an example of why operational context must accompany a number.
The existing assessment context
A separate US NIST programme examines robot-system assessment through assembly tasks. Its approach connects measurements of perception, mobility, dexterity and safety with whole-system performance. This provides useful context for the multiple components involved in assessment; it is not NIST endorsement or validation of Worken.
In our view, a manufacturing comparison is meaningful only when acceptable output is defined. A part placed in the correct position might still fail acceptance if damaged. Speed, quality and operator intervention therefore need to remain visible separately before being combined into an aggregate. Otherwise, the choice of reference can influence a ranking more strongly than differences between machines.
Hardware and preview models
AHA3 and GO-3 Preview were also announced. In our assessment, a preview should be evaluated against a specific production task.
SIExpo has not tested these robots or independently confirmed their results. We do not describe Worken as certification or an accepted industry standard. The development is the manufacturer's specific proposal to measure productive work. A subsequent verifiable step would be publication of sufficiently clear measurements to compare tasks described on equivalent terms.
*AI illustration: a conceptual robotics environment, not a photograph of the event.*
*Editorial verification: 29.10.2026, 19:17:12 +0200 (Europe/Sofia).*
