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Tag: manufacturing data

Your Historian Doesn’t Have a Naming Problem, It Has a Structure Problem

August 4, 2026 R2D2
Rows of historian tag data displayed on industrial monitoring screens in a control room

Every edge historian and AI copilot you deploy in 2026 inherits whatever mess is already in your tag database. Here’s how to build a naming and hierarchy convention on the ISA-95 equipment model, and how to fix the one you already have without a rip-and-replace.

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LEARNINGdata historian, edge historian, ISA 95, manufacturing data, MES architecture, tag naming conventions

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 

Tag Cloud

agentic AI Automation change management CISA cobots Critical Manufacturing digital twin downtime tracking edge computing ERP integration FactoryTalk genealogy ICS security IEC 62443 Ignition Ignition SCADA industrial AI industrial automation industrial cybersecurity ISA 95 Manufacturing MES MES 4.0 MES architecture MES integration MES selection motion control MQTT Sparkplug B OEE Opcenter OPC UA OT cybersecurity OT security Pharmaceuticals PLC programming Plex Systems production scheduling quality management Rockwell Automation SCADA TIA Portal traceability Tulip Unified Namespace work instructions

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