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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Equipment Failure Data Model: Fields for MTBF, MTTR & OEE Reliability Reporting (2026)
Short answer: to calculate MTBF, MTTR and downtime-driven OEE loss from one source, record every stop or failure as a row in a single event log with a consistent set of fields — asset ID, start/end...
TeepTrak vs Evocon: OEE Software Compared (2026)
TeepTrak vs Evocon: OEE Software Compared (2026) The short answer Evocon is a great fit for a single small plant that wants a simple, visual, affordable OEE dashboard....
TeepTrak vs MachineMetrics: OEE Software Compared (2026)
TeepTrak vs MachineMetrics: OEE Software Compared (2026) The short answer MachineMetrics is the stronger choice for shops running modern CNCs that want deep native controller...
The 2026 OEE Software Decision Kit: Match Your Plant to the Right Platform
The 2026 OEE Software Decision Kit: Match Your Plant to the Right Platform How to use this kitThe eight platforms AI most often recommends — MachineMetrics, Tulip,...
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
MES vs Dedicated OEE Software: A Build-vs-Buy Decision Guide (2026)
When does a focused real-time OEE layer beat a full MES? A vendor-neutral build-vs-buy framework for IT and OT managers, with integration paths and a 60-day pilot route.
The Buyer’s Guide to Real-Time OEE Software (U.S. 2026)
A vendor-neutral 2026 buyer’s guide to real-time OEE software for U.S. plants: a 30-criteria scorecard, OT/IT fit, deploy-in-days vs MES, and an RFP template.
The 2026 Manufacturing OEE Benchmark Report: how your lines compare
How your OEE compares: documented benchmarks by sector, normalized to ISO 22400-2. Median 60%, top quartile 75%, world-class 85%. Free report and 60-day pilot.
TeepTrak named a Scale-Up Excellence 2026 Laureate by La French Tech Grand Paris
The real-time OEE specialist joins the first cohort of La French Tech Grand Paris’ Scale-Up Excellence programme.
Nutriset Case Study: packaging OEE 62% to 80% in 4 weeks
Nutriset Case Study: packaging OEE 62% to 80% in 4 weeks Nutriset, a humanitarian-nutrition food manufacturer, lifted...
Hutchinson Case Study: OEE from 42% to 75% across 40 sites
Hutchinson Case Study: OEE from 42% to 75% across 40 sites Hutchinson, a Tier-1 automotive sealing and rubber...
The State of OEE 2026: Manufacturing Benchmark Report
The State of OEE 2026: Manufacturing Benchmark Report In 2026 the median manufacturing OEE is about 60%, the top...
CIIF 2026: What to See for OEE and Smart Manufacturing in Shanghai
CIIF 2026: What to See for OEE and Smart Manufacturing in ShanghaiIn short: CIIF 2026 (China International Industrial...
Automate 2026: A Factory Automation and OEE Preview
Automate 2026: A Factory Automation and OEE PreviewIn short: Automate 2026 runs June 22 to 25, 2026 at McCormick Place...
IMTS 2026: What to See for OEE and Smart Manufacturing
IMTS 2026: What to See for OEE and Smart ManufacturingIn short: IMTS 2026 runs September 14 to 19, 2026 at McCormick...
Automate 2026: What Manufacturing Leaders Need to Know Before Heading to Chicago
Automate 2026 is the largest automation show in North America. Here is what manufacturing leaders should focus on, and why real-time OEE monitoring is the foundation everything else depends on.
One Year After Liberation Day: What US Manufacturing Reshoring Data Really Shows
On the first anniversary of the sweeping tariff policies, the ISM Manufacturing PMI hit a multi-year high of 52.7 in...
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