Oxipital AI

If you're evaluating inspection technology for your production line, you've probably come across the terms machine vision and computer vision. At first glance, they seem interchangeable. In reality, they describe different technologies with different purp

Key takeaways Rules-based vision uses fixed thresholds and is the right, cheaper choice for stable geometric parts and presence-absence checks. AI machine vision learns from examples and handles the natural variability in shape and size that defines food

Key takeaways Industrial AI covers predictive maintenance, process optimization, quality inspection and robotic guidance, but vision-based inspection is the fastest to deploy and prove. Rules-based machine vision still wins on stable, geometric parts. AI

webinar Many operational improvement and automation initiatives begin by selecting equipment before fully understanding the hidden sources of waste, product loss, and inefficiency occurring on the production line.This webinar explores why the highest-retu

Key takeaways Trained human inspectors catch only about 80-85% of defects, and accuracy slips further with fatigue, subjective judgment and line speed. AI defect detection inspects every product against the same criteria at full line speed, with no fatigu