Industry fit
Designed for photovoltaic, lithium battery and semiconductor equipment manufacturers.
Smart Factory Solution
Flexible Assembly Embodied AI Robot
Autonomous intelligence for the industrial world
For multi-variety, small-batch and frequent changeover manufacturing, the robot builds reusable embodied AI assembly methods instead of replacing a single station.
Multi-variety, small-batch production
Assembly quality and traceability
Fast new product adaptation
Reusable embodied assembly method
Robot station
Delivery scope
Highlights
Business Challenge
Build reusable capability for non-standard parts and flexible assembly
The project serves pre-assembly and flexible assembly capability building for advanced equipment manufacturers.
Production pattern
Multi-variety, small-batch production with frequent changeovers.
Quality requirements
Higher requirements for assembly quality, process traceability and product adaptation.
Reusable method
The goal is a reusable embodied AI assembly method, not one isolated station.
Key Metrics
Assembly process and key metrics
First-pass yield, changeover time, utilization, payload, bolt compatibility and model import form the key targets.
>=98%
First-pass assembly yield
Target for single component first-pass assembly yield.
<=10min
Inline changeover time
Target for formal production changeover.
>=95%
Equipment technical utilization
Calculated by technical failure time in continuous test.
10kg
Robot payload
Meets maximum material handling requirements.
M3 - M8
Bolt compatibility
Covers common stainless steel and galvanized materials.
<=3 days
New component model import
Complete import and configuration within the defined boundary.
Highlights
Embodied perception plus reliable execution
Decouple physical error, use vision localization and fixture compensation, and use VLA zero-shot generalization for fast adaptation.
Embodied perception + rigid execution
Perception handles complexity while execution remains stable and verifiable.
Error decoupling
Vision localization and fixture compensation keep assembly robust.
VLA zero-shot generalization
Robots adapt quickly to different part loading and unloading tasks.
Build flexible assembly capability with embodied AI
Talk to LinkedData experts and turn non-standard assembly into reusable intelligent capability.