Smart Manufacturing & Digital Twin
Nvidia unveiled a software blueprint that gives manufacturers a centralized AI system to monitor, coordinate, and optimize factory operations — a reference architecture aimed at more autonomous plants.
A vendor reference blueprint lowers the bar to pilot plant-wide AI orchestration — assess how it maps to your MES and controls stack.
Robotics & Cobots
Geekplus has deployed a total of 436 moving-type autonomous mobile robots (AMRs) across several Toyota plants in Japan, scaling intralogistics automation in automotive production.
AMR fleets are reaching hundreds-of-units scale at tier-one automakers — a benchmark if you're sizing intralogistics automation.
IIoT & Connected Manufacturing
A primer on Unified Namespace (UNS) and the emerging i3X 'factory API' standard, framed as a remedy for the fragmented IT/OT infrastructure that accumulates when plants are built one use case at a time across many sites.
If your data is siloed across sites and systems, UNS/i3X is the architecture pattern to evaluate before layering on more AI.
Edge Computing & Inference
Honeywell's Cognition Edge moves AI-powered optimization from the control room out to the wellhead, targeting upstream oil & gas operations where connectivity gaps limit centralized control.
Edge inference is moving optimization to remote assets with poor connectivity — relevant anywhere your process runs past reliable networks.
Automation & Controls
Moore Industries has added EtherNet/IP support to bridge legacy HART field instrumentation with modern control systems, easing integration of installed analog/HART devices into Ethernet-based architectures.
If you have HART instruments stranded from your control network, native EtherNet/IP bridges can defer a costly rip-and-replace.
Process Technology
ABB expanded its non-invasive sensing portfolio with new temperature-measurement solutions aimed at simpler, safer installation in oil & gas, chemical, and power applications — measuring without penetrating the process.
Non-invasive temperature sensors cut installation risk and downtime — worth evaluating for retrofits where tapping the process is costly.
ForgeShift Insights goes out weekly across three editions.
Subscribe on the insights pageWe use only essential cookies. We don't use advertising or tracking cookies. See our Privacy Policy.
