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
How to Justify an Automation Investment to Leadership: The ROI Business Case
An automation ROI business case quantifies the financial return of a factory investment by measuring current losses - downtime, slow cycles, defects - modelling the gains from improvement, and...
OEE software with AI and machine learning 2027: predictive maintenance, anomaly detection, root cause — TeepTrak + jemba.ai, Sight Machine, PTC ThingWorx
TL;DR · AI-powered OEE in 60 words AI/ML OEE platforms in 2027: TeepTrak + jemba.ai (OEE data + industrial ML, anomaly detection, predictive stops), Sight Machine (manufacturing data platform,...
ROI of OEE software 2027: financial model, payback calculation, industry benchmarks — Hutchinson +33 pts, Nutriset +18 pts case data
TL;DR · OEE software ROI in 60 words Typical OEE software ROI: 3-12 month payback. Formula: Capacity Recovery Value = OEE point gain × (annual production hours × line rate × margin). +5 OEE points...
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...
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 Dashboard: Improve Your Equipment Efficiency
Discover how an OEE dashboard can transform performance management in production and improve overall equipment efficiency.
OEE for Equipment: Optimizing Overall Equipment Effectiveness to Improve Industrial Performance
Discover how to improve OEE to optimize the performance of your industrial equipment through digital solutions and continuous improvement methods.
Understanding ‘OEE Glass vs OEM’ to Improve Industrial Efficiency
Discover how ‘OEE Glass vs OEM’ can impact the performance of your production lines and how to improve your TRS/OEE.
Understanding and Improving OEE: Practical Case Study at Pune University 2025
Discover how OEE can revolutionize your plant’s performance through concrete examples and modern tools offered by TeepTrak.
OEE Optimization: Complete Guide to Improving Overall Equipment Effectiveness
Discover how to optimize OEE to improve the efficiency of industrial equipment, with concrete strategies and examples.
TRS Calculation Example in Hindi: Complete Guide and Best Practices
Discover how to calculate TRS in Hindi to improve your production performance. Complete and practical guide for enhanced efficiency.
Understanding and Reducing the 7 Major OEE Losses
Discover how to identify and reduce the 7 major OEE losses to improve your production performance.
Understanding and Optimizing the OEE Production Formula
Discover how the OEE production formula can transform the performance of your lines through concrete examples and practical advice.
Understanding OEE Calculation with Odoo to Improve Industrial Performance
Discover how OEE calculation with Odoo improves your production performance by optimizing industrial processes.
Sppu OEE 2025: Results and Industrial Performance Improvement
Understand the challenges of OEE improvement for 2025 in factories and how to optimize industrial performance with appropriate tools.
Understanding the OEE Formula and Its Value for Factory Optimization
Discover how the OEE formula can transform your factory’s performance with digital solutions and continuous improvement methods.
The Impact of OEE According to the University of Rochester: Guide and Practical Advice
Discover the impact of OEE according to the University of Rochester, with clear explanations and practical advice to boost factory performance.
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