Advancing Factory Automation Upgrades with a Rugged Edge Platform

As smart manufacturing continues to evolve, factory automation is no longer limited to standalone machine control. It is now moving toward an architecture that integrates cross-device connectivity, on-site data consolidation, remote operations and maintenance, and cybersecurity protection in parallel. For the manufacturing sector, production line upgrades are not simply about deploying more automation equipment. More […]

Edge AI Reshapes the Shopping Journey: Smart Shelf + People Flow Monitoring

1. The Critical Path to Real-Time, Cost-Efficient and Scalable Retail The retail industry is facing pressure from two directions at once: on one hand, consumers expect instant availability and a smoother shopping journey; on the other hand, operations are constrained by labor shortages, rapidly expanding assortments and increasingly complex cross-store management. In practice, the truly […]

Edge AI Enables Smarter 24/7 Gym Operation and Management