Operational Data in the Factory | Where Insights Hide

Operational data in the factory is everywhere, but most plants only use a fraction of it. This video breaks down the layers of factory data and explains why production cycle data is where the most valuable insights hide. You'll see how data moves from raw sensor readings up to contextualized production records, why so much gets stripped out along the way, and what sits inside a single cycle record. Real examples included: a pick-and-place line that looks flat on an hourly dashboard but shows faults in its raw cycle times, AOI defects traced to one worn nozzle, and a vaccine plant case where overlaying identical recipe runs surfaced a valve failure before the batch was scrapped. A clear look at how to turn machine data into root-cause answers, for anyone in SMT, electronics manufacturing, or process engineering. Learn more: https://www.archsys.io #manufacturingai #factorydata #smartfactory #electronicsmanufacturing #smt