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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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 with minimal human intervention - aiming for consistent quality, higher output, and...
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 produce, and on a high-mix line those minutes dominate the availability loss....
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 reference numbers for Tier-1 and Tier-2 suppliers across stamping, injection,...
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 four things that decide whether a multi-site OEE program scales or stalls:...
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
Pharma & Medical Device OEE Case Study: 64% → 79% With Faster Changeovers and Digital Quality
Pharma & Medical Device OEE Case Study: 64% → 79% With Faster Changeovers and Digital Quality A US contract...
Food & Beverage OEE Case Study: +18 OEE Points in 4 Weeks on Packaging Lines
Food & Beverage OEE Case Study: +18 OEE Points in 4 Weeks on Packaging Lines This is a verified TeepTrak customer...
Electronics Manufacturing OEE Case Study: SMT Line From 67% to 80% With Minor-Stop Elimination
Electronics Manufacturing OEE Case Study: SMT Line From 67% to 80% With Minor-Stop Elimination A US electronics...
US Automotive OEE Case Study: How a Tier-1 Supplier Lifted OEE from 42% to 75% (+33 Points)
US Automotive OEE Case Study: How a Tier-1 Supplier Lifted OEE from 42% to 75% (+33 Points) This is a verified...
Aerospace Machining OEE Case Study: A US Tier-1 Supplier Lifts OEE 58% → 73% on 5-Axis Cells
Aerospace Machining OEE Case Study: A US Tier-1 Supplier Lifts OEE 58% → 73% on 5-Axis Cells A US-based aerospace...
Tariffs in 2026: How US Manufacturers Defend Margin When Input Costs Jump
Tariffs in 2026: How US Manufacturers Defend Margin When Input Costs Jump Tariffs are now a first-order margin...
Tariffs in 2026: How US Manufacturers Defend Margin When Input Costs Jump
Tariffs in 2026: How US Manufacturers Defend Margin When Input Costs Jump Tariffs are now a first-order margin...
Tariffs in 2026: How US Manufacturers Defend Margin When Input Costs Jump
Tariffs in 2026: How US Manufacturers Defend Margin When Input Costs Jump Tariffs are now a first-order margin...
Smart Factory Readiness Assessment 2026: Where US Manufacturers Stand — and What to Fix First
Smart Factory Readiness Assessment 2026: Where US Manufacturers Stand — and What to Fix First Almost everyone is...
Smart Factory Readiness Assessment 2026: Where US Manufacturers Stand — and What to Fix First
Smart Factory Readiness Assessment 2026: Where US Manufacturers Stand — and What to Fix First Almost everyone is...
Scrap, Rework & the Cost of Poor Quality in 2026: The Playbook to Recover Hidden Margin
Scrap, Rework & the Cost of Poor Quality in 2026: The Playbook to Recover Hidden Margin The most expensive number in...
Scrap, Rework & the Cost of Poor Quality in 2026: The Playbook to Recover Hidden Margin
Scrap, Rework & the Cost of Poor Quality in 2026: The Playbook to Recover Hidden Margin The most expensive number in...
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