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The automotive industry is undergoing one of its most significant transformations in decades. Electrification, increasingly complex materials, new global quality standards, and strong pressure to reduce the cost of non-quality have made visual inspection a critical step in modern production lines. To meet the zero-defect targets demanded by OEMs and their supply chain, traditional inspection […]

Industrial inspection AI is becoming essential as modern industry evolves in the detection and classification of defects on high-value specular surfaces. 1. A New Industrial Reality: Complex Defects, Higher Standards Modern industry is undergoing a profound transformation in the way it detects and classifies defects on high-value specular surfaces. Sectors such as automotive, architectural glass

1. Introduction: A New Era for AI-Driven Quality Assurance Across global manufacturing, quality assurance is undergoing one of the fastest transformations in the past decade. Leading OEM manufacturing partners like Valeo, Motherson and OP Mobility have publicly accelerated their investment in automated quality ecosystems—pushing Tier1 suppliers to adopt AI-driven inspection as a strategic pillar, not

How ISR Transforms Technical Needs into Reliable and Efficient Inspection Systems Introduction The development of an automatic inspection system requires a combination of technical analysis, applied engineering, and a deep understanding of the client’s production needs.Each technical proposal is the outcome of a structured process that ensures the final solution is viable, effective, and cost-efficient.

From fragmented tools to intelligent ecosystems: how AI is closing the loop in industrial inspection Understanding the Landscape In recent decades, industrial machine vision has evolved from a niche tool into a cornerstone of modern manufacturing. Cameras, optics, and lighting systems have become increasingly sophisticated — but the true revolution lies in the software layer.

Understanding the landscape: Fragmented tools, high complexity, and the quest for integration In recent decades, industrial machine vision has grown from a niche tool into a fundamental element of quality control in manufacturing. As cameras, optics, and lighting have evolved, so too has the software layer—the real brain behind the inspection task. Today, machine vision

Understanding defects in round bars and their causes Steel round bars must meet strict surface quality standards, but various defects can emerge from production and handling processes. These surface imperfections not only mar appearance but can also indicate deeper issues that affect performance (e.g. stress concentrations). Below are the most common surface defects in round

Overview: A market under prolonged pressure Europe’s steel sector has navigated a series of disruptions over the past few years, marked by energy price volatility, weakened industrial output, and unpredictable geopolitical developments. According to the latest Economic and Steel Market Outlook from The European Steel Association (EUROFER), data up to the third quarter of 2024

In the era of hyper automation, data is the backbone of modern manufacturing. But capturing data is just the beginning, its true value lies in how it’s transformed into intelligent decision making.

What if you could guarantee flawless wood sheets without compromising speed, efficiency, or sustainability?
Read the full article and see how Specular Vision is shaping the future of wood sheet production!