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Month: July 2026

Before You Go Live: A Pre-Cutover Checklist for OPC UA Data Quality in MES

July 28, 2026 R2D2
Engineer reviewing OPC UA data streams on monitors in an industrial control room

Dashboards that disagree with the shop floor almost always trace back to OPC UA configuration issues nobody load-tested before cutover. Here’s the validation protocol to run first.

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TIPS AND TRICKSdata quality, downtime tracking, industrial automation, MES, OEE, OPC UA

Edge Historian or Edge MES? Sorting Out What Ignition Edge, Kepware Edge, HighByte, and AVEVA Edge Actually Do

July 28, 2026 R2D2
Industrial edge computing gateway mounted in a control cabinet on a factory floor

Every edge box on the market now claims to be “MES-ready,” but buffering depth, store-and-forward logic, and transformation capability differ enough that the choice isn’t cosmetic. Here’s how to actually evaluate them.

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PRODUCTS & REVIEWSAVEVA Edge, HighByte Intelligence Hub, Ignition Edge, Kepware, MQTT Sparkplug B, Unified Namespace

Digital Twin Fidelity Tiers: Stop Building the Twin You Can Afford Before You Know What It’s For

July 28, 2026 R2D2
Engineer reviewing a 3D digital twin simulation of a factory production line on a large monitor

Plants keep buying digital twin fidelity they don’t need or skipping fidelity they can’t do without, because nobody asked what decision the twin is supposed to support. Here’s a framework for getting that match right.

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POPULARdigital twin, Industry 4.0, line balancing, MES, predictive maintenance, simulation

Proficy After the Split: What GE Vernova’s MES Roadmap Means for Your Next Renewal

July 28, 2026 R2D2
Engineer reviewing manufacturing execution system dashboards in a plant control room

GE Vernova has repositioned Proficy as a standalone industrial software line with a visible tilt toward electrification and grid-hardware manufacturing. Here’s what actually changed, and the due-diligence questions worth asking before your next renewal.

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MES NEWSCIMPLICITY, GE Vernova, manufacturing software procurement, MES software, Plant Applications, Proficy

Where to Put the Signature: Designing E-Signature Logic for Batch Records in MES

July 28, 2026 R2D2
Manufacturing operator entering an electronic signature on a tablet at a production line

As low-code MES batch execution modules push e-signature configuration onto plant IT teams for the first time, here’s how to draw the line between what needs a signature and what just needs a record.

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LEARNINGAnnex 11, batch execution, electronic batch records, ISA-88, MES validation, Part 11

Your OT Recovery Plan Has an RTO Number Nobody Has Ever Tested

July 28, 2026 R2D2
Server racks in an industrial control room representing OT backup and recovery infrastructure

Manufacturers are writing OT recovery time objectives into insurance forms and security questionnaires without ever timing a real MES-to-PLC restore. Here’s what a tested plan actually requires.

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IT & CYBER SECURITYdisaster recovery, IEC 62443, incident response, MES, OT security, SCADA

Agentic AI on the Shop Floor: Who Signed Off on That Setpoint Change?

July 27, 2026 R2D2
Operator monitoring dashboards in a manufacturing control room where AI-driven systems display recommendations

Vendors are quietly shipping AI agents that can adjust setpoints, reschedule work orders, and approve dispositions on their own. Most plants have no policy for what that agent is actually allowed to decide.

Read More
FUTURE TECHagentic AI, audit trail, manufacturing AI, MES governance, quality management, validated systems

Safety and Motion on the Same Wire: A Practitioner’s Guide as Cobot Cells Multiply

July 27, 2026 R2D2
Industrial control cabinet with EtherCAT and safety wiring running to cobot cell terminals

As cobot cells multiply on a line, the question stops being whether to run safety over the same network as motion and becomes how to prove that architecture out — from black-channel validation to a commissioning checklist that scales.

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AUTOMATIONCIP Safety, cobots, EtherCAT, FSoE, functional safety, Profinet

Fixing Shift Handoff in the MES So Downtime and Quality Context Actually Survives the Crew Change

July 27, 2026 R2D2
Operators reviewing a digital shift handoff screen on a plant floor terminal

A practical, configuration-level guide to building a structured shift-handoff workflow inside your MES — what fields to surface, how to force acknowledgment, and how to keep it from turning into another ignored alert feed.

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TIPS AND TRICKSdowntime tracking, MES, OEE, quality holds, review by exception, shift handoff

Your Historian Is the Bottleneck Now: A Buyer’s Framework for the Cloud-MES Era

July 27, 2026 R2D2
Server racks and industrial control screens representing a plant historian system

As Opcenter X, Plex/Optix, and AVEVA CONNECT push plants toward cloud-connected MES, the historian layer underneath is becoming the real constraint. Here’s a practical framework for deciding whether to keep, augment, or replace it.

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PRODUCTS & REVIEWScloud MES, historian software, industrial data architecture, MES analytics, OPC UA, Unified Namespace

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Older posts

Products & Reviews

  • Industrial edge computing gateway mounted in a control cabinet on a factory floor
    July 28, 2026 R2D2

    Edge Historian or Edge MES? Sorting Out What Ignition Edge, Kepware Edge, HighByte, and AVEVA Edge Actually Do

    Every edge box on the market now claims...
    PRODUCTS & REVIEWS 
  • Server racks and industrial control screens representing a plant historian system
    July 27, 2026 R2D2

    Your Historian Is the Bottleneck Now: A Buyer’s Framework for the Cloud-MES Era

    As Opcenter X, Plex/Optix, and AVEVA CONNECT push...
    PRODUCTS & REVIEWS 
  • Industrial control room with SCADA dashboards displaying production data
    July 26, 2026 R2D2

    Ignition as MES-Lite: When It’s Enough, and When It Isn’t

    More mid-sized manufacturers are asking whether Ignition plus...
    PRODUCTS & REVIEWS 

MES SUPPORT FORUMS

IT & Cyber Security

  • Server racks in an industrial control room representing OT backup and recovery infrastructure
    July 28, 2026 R2D2

    Your OT Recovery Plan Has an RTO Number Nobody Has Ever Tested

    Manufacturers are writing OT recovery time objectives into...
    IT & CYBER SECURITY 
  • Network diagram showing segmented industrial control zones with security gateways between levels
    July 26, 2026 R2D2

    Zero Trust Meets Zone and Conduit: A Practitioner’s Guide to Reconciling Two Segmentation Models

    IT wants zero trust plant-wide; OT already has...
    IT & CYBER SECURITY 
  • Engineer reviewing a cybersecurity advisory dashboard in an industrial control room
    July 25, 2026 R2D2

    CISA Advisories Aren’t Suggestions Anymore — Your Patch Triage Shouldn’t Be Either

    CISA's ICS advisories keep getting more frequent and...
    IT & CYBER SECURITY 

Tag Cloud

agentic AI Automation CISA cobots digital twin downtime tracking edge computing FactoryTalk genealogy ICS security IEC 62443 Ignition SCADA IIOT industrial automation industrial cybersecurity Industry4 ISA 95 Manufacturing MES MES 4.0 MES integration MES licensing MES selection motion control MQTT Sparkplug B network segmentation OEE Opcenter OPC UA OT cybersecurity OT security Pharmaceuticals PLC programming production scheduling quality management Rockwell Automation SCADA Smartfactory Studio 5000 TIA Portal traceability Tulip Unified Namespace VDA 5050 work instructions

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