Computer vision is transforming business operations in manufacturing and retail

"Smart cameras are evolving from security tools to business applications. New research shows that 49 percent of manufacturing companies see process optimization as a top priority. Computer vision offers solutions for quality control, predictive monitoring, and operational efficiency through AI-driven image analysis. Network video took shape decades ago as a security solution. Today, organizations are moving toward broader applications within business processes. Computer vision systems automatically analyze images and provide insights for process improvement."

"A new IDC study, conducted with Axis Communications, highlights where computer vision is making a difference today. Three areas stand out for their direct impact on business results. Process monitoring ranks first. Systems detect disruptions and inefficiencies in a timely manner before they escalate. Quality control follows as the second domain, with automatic error detection occurring in real-time. The third area concerns process optimization for higher productivity and quality."

"Geopolitical tensions and uncertain markets are putting efficiency high on the agenda. The survey reveals that 49 percent of manufacturing companies in EMEA consider process optimization as their top priority. In addition, 34 percent see great potential in predictive monitoring and diagnostics. Of the companies surveyed, 48 percent consider AI essential for better quality assurance. These figures illustrate the shift from defensive security to proactive business optimization."

Smart cameras are evolving into business applications that apply AI-driven image analysis for quality control, predictive monitoring, and operational efficiency. Network video originated as a security solution and is now being applied across business processes to drive operational insights. Three operational domains deliver direct business impact: process monitoring to detect disruptions early, real-time quality control to catch errors, and process optimization to boost productivity and quality. Industry use cases include automotive production inspection, logistics truck-loading efficiency, and retail empty-shelf detection. Market pressures raise efficiency priorities, with significant shares of manufacturers prioritizing optimization and AI for quality assurance. Axis launched the D4200-VE alarm speaker combining sound, light, and communication.

Read at Techzine Global