Blogs

On July 17, the 2026 World Artificial Intelligence Conference (WAIC 2026) grandly opened at the Shanghai World Expo Exhibition and Convention Center. Provectron, the industrial intelligence brand under Quectel, unveiled its "Dual-Arm Intelligent Assembly System" and "Zero-Shot General-Object Picking Embodied Perception Technology" (hereinafter referred to as "ZS-GoPick"), delivering a definitive answer to the industry: by achieving breakthroughs in foundational perception, the system liberates robots from customized, task-specific solutions and ushers flexible manufacturing into the era of general-purpose intelligence. 

1. High-dimensional perception: Equipping robotic arms with "industrial-grade vision + cognitive decision-making"

Conventional vision solutions, constrained by 2D imaging and fixed template matching, often struggle in mixed-model production lines with high product variety. 

Provectron's system is powered by a true 3D real-time modeling engine that integrates 6D pose estimation and semantic understanding, enabling robots to construct a stereo digital twin of the operational environment in real time. Highly reflective metal parts, mutually occluded irregular components, and transparent materials are all "seen through" at a glance, providing a high-fidelity perceptual foundation for subsequent motion planning. 

2. Dual-layer closed-loop: Micron-level precision - seeing clearly and holding steadily

Precision is the non-negotiable threshold in high-accuracy assembly.

Provectron deploys a dual-layer precision closed-loop architecture consisting of a "global wide-field camera + wrist-mounted hand-eye camera." The upper layer provides an overhead "God's-eye view" for coarse positioning over a large range, while the lower layer performs real-time micro-visual compensation at the end-effector. Whether faced with random pose deviations in incoming parts or minor external disturbances on the production line, the system dynamically computes and corrects within milliseconds, consistently driving assembly yield beyond 99.9%. 

3. ZS-GoPick: The "zero-shot" breakthrough that stole the spotlight at WAIC

At this year's expo, Provectron's live demonstration of Zero-Shot General-Object Picking captivated numerous professional attendees. 

Without the need for CAD model uploads or pre-annotated training data, operators simply issue commands in natural language - either in Chinese or English (e.g., "Pick up the transparent circular connector on the right") - and the robotic arm autonomously executes the entire pipeline, including semantic understanding, target recognition, path planning, and obstacle-aware grasping. Scenarios that stump conventional systems - transparent objects, flexible wiring harnesses, and severe occlusions - are all handled with ease by ZS-GoPick. 

4. Edge intelligence: One-click deployment for "plug-and-play" flexible production lines

No matter how advanced AI is, it remains empty rhetoric if it cannot be readily deployed.

Provectron deeply couples complex algorithms with edge hardware through co-optimization, enabling streamlined task orchestration and lightweight deployment. No on-site presence of specialized algorithm engineers is required; production line operators can complete task configuration for new products after brief training. The modular design allows the system to quickly adapt to diverse application scenarios - screw fastening, plug-in assembly, dispensing and bonding, wiring harness integration, and more - truly establishing it as the "workhorse" of flexible intelligent manufacturing lines. 

The industrial adoption of general-purpose artificial intelligence hinges on the dual drivers of technological innovation and deep-scenario cultivation. By taking industrial precision assembly as its entry point, Provectron transforms general-purpose embodied intelligence from a cutting-edge concept into a deployable, scalable smart manufacturing solution, empowering manufacturers to achieve comprehensive flexibility and intelligent upgrades.