Industrial Inspection: From Cloud to Factory Floor

From micro-cracks in steel to mislabeled food packaging, today’s production lines demand more than human eyes can handle. Modern industrial inspection is evolving — powered by rugged cameras, smart edge devices and AI models that go beyond pass/fail to deliver real-time, score-based insights. In this blog post, we explore how manufacturers are moving from cloud prototypes to factory-floor deployment, using vision systems that adapt, learn and scale. Whether you're launching your first pilot or optimizing a mature line, this guide maps out the steps toward zero-defect manufacturing.