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Tag: data products

Your UNS Has Dozens of Data Products Now. Who Owns Them?

August 15, 2026 R2D2
Engineer reviewing a data catalog dashboard showing manufacturing data products on a screen in a plant control room

Plants that stood up their first wave of MES data products now face a second, harder problem: nobody owns versioning, deprecation, or breaking-change notification. Here’s a lightweight registry and governance model that actually works on a shop floor timeline.

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POPULARdata governance, data products, MES architecture, MQTT Sparkplug B, OEE, Unified Namespace

Products & Reviews

  • Control room monitors displaying time-series trend data from an industrial historian
    August 15, 2026 R2D2

    Historian Consolidation: Choosing Between AVEVA PI, Canary, and Ignition’s Built-In Historian

    As MES vendors bundle historians directly into their...
    PRODUCTS & REVIEWS 
  • Engineer reviewing time-series data trends on a control room monitor
    August 14, 2026 R2D2

    Do You Still Need a Historian Once You’ve Got a UNS

    Purpose-built historians and general-purpose time-series databases now genuinely...
    PRODUCTS & REVIEWS 
  • Manufacturing engineers reviewing MES configuration on a control room screen
    August 13, 2026 R2D2

    Critical Manufacturing, Opcenter, or AVEVA MES: Which One Actually Fits Your 2027 Go-Live

    Forget the feature grids — for a 2027...
    PRODUCTS & REVIEWS 

MES SUPPORT FORUMS

IT & Cyber Security

  • Plant engineer reviewing a cybersecurity advisory on a control room monitor
    August 15, 2026 R2D2

    Your Advisory Distribution List Is Not a Triage Process

    CIRCIA's rulemaking is about to push more CISA...
    IT & CYBER SECURITY 
  • Engineer reviewing plant network and control system diagrams on a monitor in an industrial control room
    August 14, 2026 R2D2

    Your OT Asset List Is About to Become a Legal Document

    CISA's CIRCIA rulemaking is turning OT asset inventory...
    IT & CYBER SECURITY 
  • Engineer reviewing software component data on a laptop next to an industrial control panel
    August 13, 2026 R2D2

    Your PLC Vendor Just Sent You an SBOM. Now What?

    CISA's tightening SBOM expectations mean your PLC, HMI,...
    IT & CYBER SECURITY 

Tag Cloud

agentic AI CISA cobots Critical Manufacturing digital twin downtime tracking edge computing ERP integration genealogy ICS security IEC 62443 Ignition industrial AI industrial automation industrial cybersecurity ISA 95 machine vision Manufacturing MES MES architecture MES implementation MES integration MES selection motion control MQTT Sparkplug B network segmentation OEE Opcenter OPC UA OT cybersecurity OT security Pharmaceuticals PLC programming Plex Systems quality management Rockwell Automation SBOM SCADA TIA Portal traceability Tulip Unified Namespace VDA 5050 vulnerability management work instructions

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