Nombre del autor:juan.gomez@isr.es

1. Context and motivation ISR has been developing computer-vision systems for real industrial environments for many years. We work daily with production lines that involve demanding cycle times, high product variability, strict quality requirements and, increasingly, the need for explainability. In this context, one question arises again and again: Is artificial intelligence alone enough, or […]

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.