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Tag: automation pilots

Physical AI on the Plant Floor: A Practitioner’s Guide to Robot Foundation Models

August 5, 2026 R2D2
Industrial robot arm with vision system operating in a factory pilot cell

Vision-language-action models are moving from robotics research papers into vendor pitch decks aimed at plant engineers. Here’s a practitioner’s guide to what’s actually pilot-ready versus what still belongs in the lab.

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FUTURE TECHAMR, automation pilots, physical AI, robot arms, robotics, vision-language-action models

Products & Reviews

  • Industrial control room monitor displaying historical trend data on a manufacturing dashboard
    August 5, 2026 R2D2

    Bundled Historian or Standalone: What Actually Makes Sense Under 200 Tags a Line

    For plants running under 200 tags a line,...
    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 

MES SUPPORT FORUMS

IT & Cyber Security

  • Engineer reviewing industrial network zone diagrams and security control documentation on a monitor
    August 5, 2026 R2D2

    You Have a Zone Diagram. You Don’t Have an SL-A. That’s the Gap.

    Most plants have drawn their zones and inventoried...
    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 

Tag Cloud

Automation change management CISA cobots Critical Manufacturing digital twin downtime tracking edge computing 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 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 production scheduling quality management Rockwell Automation SCADA TIA Portal traceability Tulip Unified Namespace work instructions

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