Intelligence for the connected factory floor
Field-tested thinking on AI, analytics, and operations for the teams building the next generation of manufacturing.
All insights
What Germany's AI Success Means for Manufacturers
A recent German industry study found that companies are generating more than €120 billion in revenue from AI-enabled products and services, with the majority of organizations creating value not by building foundation ...
Read more →
What Is a Smart Factory Platform in Manufacturing
A smart factory platform is the operational layer that connects PLCs, historians, MES, ERP systems, and AI into one unified environment where manufacturing teams can make real-time decisions. The challenge for ...
Read more →
The Complete Guide to AI Assistant Productivity ROI
Most manufacturers have invested years connecting systems, building dashboards, and collecting data from PLCs, historians, MES, and ERP. The data exists. The infrastructure exists. What does not exist is a clear way to ...
Read more →
The Complete Guide to Unified Plant Data in 2026
Manufacturers already have the data. PLCs, historians, MES, ERP, quality systems, and maintenance logs generate signals every second of every shift. The challenge is that this data sits in separate systems across ...
Read more →
From Signal to Decision: Why Operational Intelligence Breaks Down
Production dashboards update in seconds. Maintenance alerts arrive automatically. Quality metrics are tracked in real time. Planning systems generate increasingly sophisticated forecasts. More information is available ...
Read more →
The Factory That Acts: What Agentic AI Means for Manufacturing
Manufacturers have spent years connecting equipment, collecting data, and building dashboards. Yet many operational decisions still depend on people manually gathering information, interpreting what happened, and ...
Read more →
How Smart Factory Integration Enables AI Decisions
Manufacturers are not short on data. A modern plant already produces a constant stream of signals from PLCs, historians, MES, ERP, maintenance systems, quality tools, and operator logs. The problem is that these systems ...
Read more →
Trusted Operational Intelligence: The Foundation Industrial AI Has Been Waiting For
Trusted Operational Intelligence: The Foundation Industrial AI Has Been Waiting For Manufacturers are not short on data.
Read more →
Manufacturing Analytics for Multi-Plant Visibility
Getting a clear view of what's happening across multiple manufacturing facilities isn't easy. You're dealing with different equipment, varying data formats, and systems that rarely talk to each other. PLCs, MES ...
Read more →
Predictive vs Preventive Maintenance: Key Differences, Benefits, and How to Choose
For decades, preventive maintenance has been the standard approach—servicing equipment at fixed intervals to reduce the risk of failure. Today, advances in sensors, industrial connectivity, and AI are enabling a ...
Read more →
Why Manufacturers Struggle With Plant Data Integration
Plant data integration connects the systems that run your factory floor with the systems that run your business. PLCs, SCADA, historians, MES, and ERP platforms each capture part of what happens in your operation. When ...
Read more →
How Manufacturing Operational Intelligence Unifies Plants
Multi-plant manufacturers face a familiar problem: critical data lives in dozens of disconnected systems. Your PLCs capture machine cycles. Your MES tracks orders. Your ERP manages materials. Your SCADA monitors ...
Read more →
How Operational Intelligence Improves Plant KPIs
Manufacturers have never had more data. MES platforms, ERP systems, historians, SCADA networks, sensors, and spreadsheets all generate valuable information every day. Yet despite this abundance of data, many ...
Read more →
The AI Question Manufacturers Should Be Asking
Walk into any industrial conference in 2026 and you will hear the same conversation: which AI platform is best, which model is most accurate, which vendor has the best roadmap. It is a useful conversation — but it is ...
Read more →
The Visibility Problem Most Manufacturers Still Haven't Solved
Most manufacturers are not short on data. Between PLCs, historians, lab systems, MES, and ERP platforms, the information already exists. What's missing is the ability to convert that data into timely, reliable insight ...
Read more →
How AI Improves Factory Operations in 2026
AI in manufacturing is no longer experimental. Mid-sized manufacturers now rely on artificial intelligence to gain real-time visibility, reduce unplanned downtime, and make faster decisions on the shop floor. The shift ...
Read more →
Digital Roadmap for Manufacturing: A Guide to Connected Operations
Manufacturing operations leaders face a critical question: how do you move from disconnected plant-floor systems to a unified, data-driven operation without tearing everything apart and starting over?
Read more →
Is Your Factory in Tech Debt?
Walk into almost any factory and you’ll see a mix of old and new. A modern MES layered over a ten-year-old historian. A data dashboard built on top of spreadsheets. A few machines connected to the cloud — and a few ...
Read more →
Maintenance Logs to Machine Learning: A Predictive Maintenance Guide
Every factory wants to be “data-driven.” Sensors are added, dashboards multiply, and teams talk about predictive maintenance and AI readiness. But ask how many of those systems are actually producing reliable insights — ...
Read more →
The Workforce of the Future: Human+AI Collaboration on the Shop Floor
For over a century, manufacturing has evolved around one recurring idea: automation makes work easier. From the assembly line to robotics, each wave of innovation promised the same thing — faster production, lower ...
Read more →
From Maximum Output to Maximum Value
For decades, manufacturing success meant one thing: throughput. More lines, more shifts, more units per hour. Capacity was king.
Read more →
12 Ways Real-Time Analytics Reduce Unplanned Manufacturing Downtime
Unplanned downtime costs Fortune Global 500 manufacturers an estimated $1.4 trillion annually—roughly 11% of total revenues. For plant managers and operations leaders, spotting equipment problems before they shut down a ...
Read more →
The New Factory Rhythm: 24-Hour Operational Awareness
For the first time in decades, manufacturers across nearly every sector are facing the same challenge: it’s getting harder to find skilled labour, and even harder to keep it.
Read more →
Why Most AI Pilots in Manufacturing Fail and How to Succeed
Canadian manufacturers spent the last two years running proof-of-concept projects. Most have little to show for it. The reasons are more instructive than the results.
Read more →No articles match that search.