Digital, Deliberate, and Value-Driven
Instrument the constraint first, not the entire plant. A single sensor on the bottleneck’s output can validate gains and justify expansion. What constraint would you instrument tomorrow, and which decision would real-time data help you make faster?
Digital, Deliberate, and Value-Driven
Pilot on one line with shadow metrics captured in parallel to your current system. Compare accuracy and decision speed. If operators say it helps their day, you are onto something. Post your pilot scope, and we will help sharpen it.