This is an illustrative example built from typical outcomes Mirflow produces for manufacturing businesses — used to show how the workflow is structured and the kind of impact it produces.
Where it started
Manual spot-checks couldn't keep pace with production line speed, and inconsistent inspection standards between shifts let defects reach customers more often than leadership wanted.
What Mirflow deployed
Mirflow built a computer vision system that inspects parts in real time on the line, flagging defects instantly and logging quality data for trend analysis across shifts.
The end-to-end workflow
Capture
Line cameras feed real-time images into the vision system.
Detect
Defects are identified against a trained quality standard.
Alert
Flagged parts are pulled and operators notified immediately.
Analyze
Quality trends are tracked automatically across shifts and lines.
Capture
Line cameras feed real-time images into the vision system.
"The system doesn't get tired on the night shift. It applies the same standard every single time."
Illustrative example
VP of Quality, Ironclad Manufacturing Co.
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