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Automated CAD marking prep replaces an 8-hour weekly manual task

Anonymous manufacturing case · Production Engineering

Before laser marking, one person opened each CAD file by hand and placed the part or project number themselves — a task the process owner reports at roughly 8 hours a week. The system now detects ready work by itself and proposes a spatially valid marking position.

After processing — marking placed within the validated safety limits to holes and bends, shown here on generic sheet-metal brackets.
After processing — marking placed within the validated safety limits to holes and bends, shown here on generic sheet-metal brackets.Rendered from local validation geometry (generic bent-metal test brackets), not the client's actual production CAD file — used because the real part cannot be shown for confidentiality reasons.
Result

The programmer reviews one traceable result per list instead of building every marking by hand; the actual time saved has not yet been measured in production.

Before Cognima

  • Manually open each CAD file and judge the correct marking face
  • Hand-place the part/project number, checking clearance to holes and bends

With Cognima

  • Ready work is detected automatically from ERP and project signals
  • Marking geometry is placed automatically within validated safety limits
Delivery model
Desktop-first operator workbench
Human oversight
Programmer verifies every result in CAD/CAM first
Data & IP
Source CAD files stay read-only throughout
  • CAD/CAM
  • Laser marking
  • Production engineering
  • ERP signals
  • Traceability
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