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New Compute War in Auto Factory Vision Inspection

Meng Li · chippub

Sep 29, 2026 · 1 min listen · Last updated September 29, 2026

Over the past century, automobile manufacturing has undergone two major transformations: the assembly line and industrial robotics. In the era of new energy vehicles, emerging technologies represented by intelligent visual inspection are driving the industry toward a new round of “efficiency” transformation.

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New Compute War in Auto Factory Vision Inspection

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Over the past century, automobile manufacturing has undergone two major transformations: the assembly line and industrial robotics. In the era of new energy vehicles, emerging technologies represented by intelligent visual inspection are driving the industry toward a new round of “efficiency” transformation.

In modern auto plants, an increasing number of quality inspection steps—from batteries and weld points to body assembly—are performed by intelligent vision systems. Machine vision not only replaces manual sampling inspection but also safeguards yield and production efficiency with higher precision and faster speed, becoming a foundational capability for new energy vehicle manufacturing. Behind these capability improvements, reliable hardware support is indispensable.

This is especially true after digital twins and Agentic AI are introduced into intelligent visual inspection for new energy vehicles. The corresponding systems place even higher demands on high-performance infrastructure, which in turn creates demand for more powerful processors.

To understand this, one must start with the underlying changes in automotive visual inspection.

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