Industrial performance, decoded.
Field-tested insights on OEE, lean and Industry 4.0 — benchmarks, case studies and practical playbooks to help your teams turn shop-floor data into measurable gains.
Headlines
Open-source OEE software 2027: Grafana+InfluxDB, Ignition, OpenMES vs commercial platforms — true cost comparison
TL;DR — Open-source OEE: real cost vs perception Open-source OEE stacks (Grafana+InfluxDB, Ignition, OpenMES) are free to license but expensive to operate: 2-4 FTE developers, no edge sensor, no...
Machine Downtime Tracking: How to Measure, Categorise and Eliminate Every Production Loss
Machine Downtime Tracking: How to Measure, Categorise and Eliminate Every Production Loss Machine downtime tracking is the systematic measurement of every period during which...
Automotive OEE Case Study: How F2J Industry Gained +15 Percent OEE in 6 Months
Automotive OEE Case Study: How F2J Industry Gained +15 Percent OEE in 6 Months This automotive OEE case study documents what happened when F2J Industry, a major French Tier 1...
Stamping Press Monitoring: The Tier 1 Guide to Real-Time Production Data
Stamping Press Monitoring: The Tier 1 Guide to Real-Time Production Data Stamping press monitoring is where automotive Tier 1 suppliers either build competitive advantage or...
The subjects that move your shop floor
Browse our most-read categories — from real-time OEE to lean, digitization and the technologies shaping modern manufacturing.
Our latest articles
OEE Model Based Enterprise: Improving Industrial Performance
Discover how the ‘OEE Model Based Enterprise’ model can transform your performance by aligning OEE with industrial strategy and competitiveness.
Understanding and Leveraging the OEE Digital Thread Concept to Improve Industrial Performance
Explore the concept of ‘OEE Digital Thread’ to maximize your equipment effectiveness through integrated solutions and concrete examples.
Self-Optimizing Systems for OEE: Practical Guide to Improve Performance
Discover self-optimizing systems to improve your OEE, with practical advice for optimizing your production lines and increasing your industrial efficiency.
Understanding OEE Closed Loop Manufacturing
Discover how closed loop manufacturing and OEE optimize production line performance with practical solutions.
Cyber-Physical Systems and Overall Equipment Effectiveness (OEE)
Discover how cyber-physical systems improve OEE, with examples and practical advice to optimize your production lines.
Maximizing Overall Equipment Effectiveness through the Industrial Metaverse
Discover how the Industrial Metaverse can transform factory OEE through concrete examples and innovative solutions.
Future OEE Trends: Anticipate to Optimize
Discover future OEE trends to anticipate and optimize your production line performance with practical examples and advice.
Real-Time OEE Dashboard: What to Display and What to Avoid
A well-designed OEE dashboard transforms raw data into immediate decisions. However, most industrial management dashboards fail not due to lack of data, but from an excess of irrelevant information. In this article, we explore the design of the ideal OEE dashboard: which performance indicators to display, […]
OEE Project: How to Gain Your Management’s Buy-In?
You’re convinced that OEE monitoring would transform your production. Your field teams need it. But your management hesitates, postpones, asks for more justification. This scenario repeats itself in hundreds of manufacturing plants every year. The value of an overall equipment effectiveness project seems obvious for those who experience the production process […]
OEE Data Reliability: Common Measurement Errors and Solutions
The quality of your decisions depends on the quality of your data. An OEE calculated on incorrect information produces false analyses and misdirected actions. Yet many companies work with approximate OEE data without even knowing it. In this article, we identify the most common measurement errors and […]
OEE Monitoring Frequency: Daily, Weekly, or Real-Time?
OEE monitoring frequency directly determines your ability to react to production problems. Monitoring that’s too infrequent lets losses slip through. Monitoring that’s too intensive drowns teams in data. In this article, we analyze the three main approaches: daily reporting, weekly analysis, and real-time management. Each […]
OEE and Autonomous Production: Machine Learning for Operator-Free Operations
Unsupervised production represents the pinnacle of industrial automation. Machines running at night, on weekends, without human presence. This promise of lights-out manufacturing attracts with its productivity gains. But how do you maintain OEE when no one is there to react to problems? In this article, we explore the specific challenges of performance monitoring in autonomous production […]
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