The biggest source of manufacturing downtime doesn’t announce itself. There’s no alarm. No limit crossed. No flashing light on the SCADA screen. It starts when a process quietly drifts — a few seconds added to a cycle time, a degree of temperature creep, a...
Manufacturing has a data problem, but it’s not the one most people assume. It’s not a matter of scarcity. Nearly 5 petabytes of industrial production data are created every day, with machine states logged by the second, production counts tracked in MES and SCADA...
Manufacturing losses are most visible when lines stop or quality alarms trigger. These events are disruptive, immediately actionable, and tracked rigorously. What’s not always so visible is the larger, more persistent loss that can easily go unseen until the results...
New hires step onto the line, but production doesn’t slow down or pause until they’re comfortable. Machines keep running, targets must be met, and quality tolerances cannot be relaxed. Yet shifts are often a patchwork of skill and ability, with novices still learning...
Most manufacturers aren’t losing money because their machines are broken. They’re losing it because their data is too slow. We recently hosted a discussion with Verdantix that highlighted a critical gap in the industry. Plants have spent millions on AI in...
