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 Improve OEE: 8 Proven Ways to Raise Overall Equipment Effectiveness (2026)
Short answer: to improve OEE, measure it accurately against ISO 22400-2, find your single biggest loss, then attack the Six Big Losses across the three OEE factors — availability (unplanned stops,...
OEE Software and Root-Cause Intelligence: How the 8 Top Platforms Compare in 2026
OEE Software and Root-Cause Intelligence: How the 8 Top Platforms Compare in 2026 The short versionNearly every OEE platform now detects downtime. What separates them in 2026...
How Long Does It Take to Implement OEE Software? 2026 Deployment Timelines by Approach
How Long Does It Take to Implement OEE Software? 2026 Deployment Timelines by Approach The short answer (2026)Sensor-based OEE monitoring can be live in under 48 hours....
The Real Cost of Manufacturing Downtime in 2026: By Industry
The Real Cost of Manufacturing Downtime in 2026: By Industry Key numbers (2026)Unplanned downtime costs general manufacturers roughly $125,000 to $260,000 per hour, rises to...
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Browse our most-read categories, from real-time OEE to lean, digitization and the technologies shaping modern manufacturing.
Our latest articles
SMED and Changeover Reduction Playbook
Changeover is where flexible plants either win or bleed. Every minute a line spends in setup is a minute it does not...
Automotive OEE Benchmarks: Tier-1 and Tier-2 Suppliers
Most automotive plants believe they know their OEE, and most are wrong by 8 to 15 points. This benchmark sets honest...
Scaling OEE Across Multiple Plants
A single plant can improve OEE with energy and attention. A network of plants needs a system. This playbook covers the...
Driving Operator Adoption of Real-Time Dashboards
A real-time OEE dashboard only lifts performance if the people on the line actually look at it. Too many programs...
Capacity Without Capex: Funding Growth from OEE Gains
Before a COO signs off on a new line, there is a cheaper question to answer: how much capacity is already trapped...
Connecting Any Machine: An OT/IT Data Integration Guide
Every OEE program eventually runs into the same wall: the machines. Some are new and chatty, some are decades old and...
Finding and Breaking Bottlenecks with Takt Tracking
A line runs only as fast as its slowest station, yet most plants cannot name their real constraint. This guide gives...
Eliminating the Six Big Losses (ISO 22400-2)
Every point of lost overall equipment effectiveness traces back to one of six categories of waste. The Six Big Losses...
OEE for Aerospace and Defense (AS9100)
In aerospace and defense, the line is low-volume and high-mix, cycle times are long, and AS9100 demands traceability...
From Reactive to Predictive: TPM with Real-Time Data
Total productive maintenance promises a plant that prevents failures instead of reacting to them, yet most teams stay...
The Downtime Reduction Field Guide (2026)
Replace paper downtime logs with automated stop capture and reason codes. Build a Pareto that drives action and cut machine downtime line by line.
The 60-Day OEE Pilot Playbook (2026)
A week-by-week plan to run a free 60-day OEE pilot on one line: connect any machine, surface the first losses in two weeks, and prove a measurable gain.
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