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.
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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....
Choosing OEE monitoring software: criteria and comparison
Choosing OEE monitoring software: criteria and comparison Key takeawaysThe right OEE software is chosen on concrete criteria, not on a slick demo.Install time and the...
From measurement to root cause: measure then explain
From measurement to root cause: measure then explain Key takeawaysMeasuring says where and when OEE drops; cause says why.Both steps are needed for a lasting gain.You only...
Why data alone is not enough to improve OEE
Why data alone is not enough to improve OEE Key takeawaysCollecting data is not enough to make OEE progress.Many sites measure abundantly but never act.Value comes from...
The subjects that move your shop floor
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Our latest articles
Build vs Buy: Should You Develop or Purchase Manufacturing Monitoring Software?
Buy manufacturing monitoring software when speed, total cost, and reliability matter and monitoring is not your core...
How to Measure Automation Success: The KPIs That Matter After Go-Live
You measure automation success against the baseline you captured before go-live, using a tight set of KPIs: OEE and...
Top Manufacturing Automation Trends to Watch in 2026
The defining manufacturing automation trends of 2026 are agentic and generative AI on the shop floor, predictive...
A Beginner’s Guide to Industrial Automation: Levels, Benefits, and Where to Start
Industrial automation is the use of control systems, sensors, software and machines to run manufacturing processes...
AI vs Traditional Automation for Factories: What’s the Difference?
Traditional automation follows fixed rules a human programs in advance and excels at repetitive, predictable tasks; AI...
How to Evaluate an Automation Vendor: What to Look for When Choosing a Supplier
When evaluating an automation or robotics vendor, score them on outcome fit, time-to-value, integration with your...
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 -...
OEE Vendor Evaluation Scorecard and RFP Template
Choosing an OEE platform is a procurement decision, not a feature beauty contest. The vendors with the longest feature...
OEE for Food and Beverage Plants
In food and beverage, the clock never stops: sanitation windows, allergen changeovers, packaging-line micro-stops and...
OEE for Pharma and Medical Devices
In pharma and medical device plants, the constraint is rarely the machine, it is the time around the machine: line...
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...
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