Traditional robotic inspection systems frequently struggle to balance speed and accuracy, particularly when inspecting complex weld geometries, curved surfaces, and large production volumes.
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In the fast-evolving landscape of industrial metrology and automated quality control, manufacturers face an ongoing triple challenge: accelerating production speeds, increasing inspection complexity, and the growing demand for absolute product traceability. Addressing these challenges, KEYENCE has unveiled its latest innovation: the VS-G Series AI-Powered High-Performance Vision System.
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As manufacturing accelerates toward Model-Based Enterprise (MBE), metrology software is evolving from a standalone inspection tool into a critical enabler of the digital thread. By connecting engineering intent, manufacturing execution, and quality validation, software platforms are helping organizations move beyond disconnected workflows toward fully traceable, model-driven manufacturing.
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Tolerances are one of the most powerful and misunderstood parts of product design. A tolerance tells the manufacturer how much variation is acceptable. That simple instruction affects machining time, inspection effort, scrap risk, supplier choice, assembly quality, and production cost.
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As additive manufacturing pushes deeper into regulated, high-value production, the industry’s biggest bottleneck is shifting. It’s no longer just “Can we print the part?” It’s, “Can we prove stability, traceability, and capability at scale — without burying QA teams in manual reporting?”
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Phase3D has announced the successful completion of an oversubscribed $2.9 million funding round that will accelerate the commercial expansion of its in-situ inspection technology for metal additive manufacturing. The investment will support increased manufacturing capacity, software development and wider deployment of the company’s Fringe Inspection platform as demand for production-scale quality assurance continues to grow.
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Renishaw has extended the capabilities of its XK20 alignment laser by introducing flatness and level measurement functionality to its CARTO XK20 app which is available at the Google Play Store.
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