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 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 its components, unplanned downtime, MTTR and MTBF, scrap rate, and realised...
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 automation learns from data and adapts, so it can predict failures and handle...
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 existing machines, data integrity, scalability, support, and verifiable references -...
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...
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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
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.
The True Cost of Hidden Losses on Your Lines (2026)
Micro-stops, speed loss and scrap quietly drain capacity every shift. Learn to quantify hidden losses against the Six Big Losses and turn them into recovered output.
OEE ROI Workbook: Build the CFO-Ready Business Case (2026)
A step-by-step ROI model for real-time OEE: payback in months, capacity recovered as deferred capex, and a proof-backed business case your CFO will approve.
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