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....
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 maintenance replacing calendar servicing, real-time OEE and connected-worker tools,...
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...
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...
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
CFO ROI calculator OEE investment 2027: 5-year TCO model, payback period, NPV, IRR — manufacturing OEE platform business case
TL;DR · CFO OEE ROI calculator in 60 words OEE platform investment (TeepTrak Pulse-class): 5-year TCO €2-5M mid-size...
Best Evocon Alternative for OEE Monitoring | TeepTrak
Discover why TeepTrak is the leading Evocon alternative for OEE monitoring. 450+ factories trust our industrial IoT platform for 12-18% OEE gains in 90 days.
OEE benchmark methodology: comparison practices and pitfalls
OEE benchmark methodology: comparison best practices and pitfalls Industry OEE benchmarks are...
OEE benchmark automotive aerospace US: Tier-1 ranges and levers
OEE benchmark for US automotive and aerospace manufacturing US automotive and aerospace are...
OEE benchmark industry US 2026: realistic ranges by vertical
OEE benchmarks by industry in the US 2026 Every US manufacturer eventually asks the same...
Semiconductor OSAT backend OEE 2027: ASE, Amkor, JCET, Powertech — Taiwan Malaysia Vietnam expansion patterns
TL;DR · Semiconductor OSAT OEE Asia 2027 in 60 words OSAT (Outsourced Assembly & Test) for semiconductors is...
Manufacturing China 14th Five-Year Plan OEE 2027: Made in China 2025, smart factories, GB/T standards, deployment patterns
TL;DR · China manufacturing OEE 2027 in 60 words China's 14th Five-Year Plan (2021-2025) concluded with intelligent...
Korea-Japan automotive OEE 2027: Hyundai-Kia, Toyota, Honda, Nissan — TPS lineage, smart factories, EV transition
TL;DR · Korea-Japan automotive OEE 2027 in 60 words Korea-Japan automotive: Hyundai Motor Group (~7M vehicles/year),...
Electronics EMS OEE 2027: Foxconn, Pegatron, Flex, Jabil, Luxshare, BYD Electronics, Wistron — multi-Asia operations
TL;DR · Electronics EMS OEE 2027 in 60 words Electronics EMS (Electronics Manufacturing Services) is dominated by...
ASEAN manufacturing OEE 2027: Thailand, Indonesia, Philippines, Vietnam, Malaysia — automotive, electronics, food
TL;DR · ASEAN manufacturing OEE 2027 in 60 words ASEAN (Thailand, Indonesia, Philippines, Vietnam, Malaysia,...
Predictive maintenance unplanned downtime: conditions for success
Predictive maintenance and unplanned downtime: conditions for success Predictive maintenance...
MTBF MTTR unplanned downtime: measuring equipment reliability
MTBF and MTTR: measuring unplanned downtime To effectively reduce unplanned downtime, you...
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