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Tag: cost of quality

When the Scrap Reason Code Comes From a Camera, Not an Operator

August 4, 2026 R2D2
Machine vision camera inspecting a part on a production line with a defect overlay on a monitor

AI-based defect classifiers are auto-populating scrap reason codes at a speed and granularity operator-entry systems were never designed for — and the reason-code-to-GL and OEE mappings underneath are quietly corrupting cost-of-quality reporting.

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POPULARcost of quality, genealogy, machine vision, MES, OEE, quality management

Products & Reviews

  • Engineer monitoring semiconductor fabrication equipment through an MES dashboard
    August 4, 2026 R2D2

    Critical Manufacturing Under Rockwell: The Mid-Market MES Your RFP Probably Skipped

    Rockwell owns two MES platforms with very different...
    PRODUCTS & REVIEWS 
  • Compact edge computing appliance mounted in an industrial control cabinet on a factory floor
    August 3, 2026 R2D2

    Edge Historian Sprawl: A Buying Framework for Per-Line Edge Nodes in 2026

    With edge hardware now cheap enough to run...
    PRODUCTS & REVIEWS 
  • Industrial control room with HMI screens displaying production data
    August 2, 2026 R2D2

    Plex and FactoryTalk Optix: Two Rockwell Products, One Uncomfortable Architecture Question

    Rockwell is pushing FactoryTalk Optix as the successor...
    PRODUCTS & REVIEWS 

MES SUPPORT FORUMS

IT & Cyber Security

  • Engineer reviewing OT network asset data on a control room monitor
    August 4, 2026 R2D2

    Your OT Asset Inventory Shouldn’t Just List Devices — It Should Answer “Patch, Isolate, or Accept”

    CISA's push for machine-readable OT asset inventories is...
    IT & CYBER SECURITY 
  • Technician standing before an industrial control panel with PLC and RTU hardware in a manufacturing plant
    August 3, 2026 R2D2

    When CISA’s Clock Doesn’t Match Your Outage Calendar

    CISA's KEV remediation timelines were built for IT...
    IT & CYBER SECURITY 
  • A PLC and remote access gateway mounted in an industrial control cabinet, representing certified automation hardware
    August 2, 2026 R2D2

    That IEC 62443-4-2 Badge on Your New PLC Doesn’t Certify Your Plant

    IEC 62443-4-2 certification badges are now common on...
    IT & CYBER SECURITY 

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