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.
Headlines
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...
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:...
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 install beautiful screens that nobody reads. This playbook gives...
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
Edge computing platforms for industrial IoT 2027: AWS Greengrass, Azure IoT Edge, Siemens Industrial Edge, Litmus Edge — comparison
TL;DR · Edge computing platforms for industrial IoT in 60 words Industrial edge computing platforms 2027: AWS IoT...
Digital twin for manufacturing 2027: Azure Digital Twins, AWS IoT TwinMaker, Siemens Xcelerator, NVIDIA Omniverse — platform comparison
TL;DR · Digital twin for manufacturing in 60 words Digital twin manufacturing platforms 2027: Azure Digital Twins...
5G private networks for factory floor 2027: CBRS, Wi-Fi 6E/7, LoRaWAN, NB-IoT — industrial wireless comparison
TL;DR · 5G private networks for manufacturing in 60 words 5G private networks enable ultra-reliable low-latency (URLLC...
VP Manufacturing dashboard 2027: executive KPI suite — real-time OEE, Six Big Losses Pareto, inter-site comparison, BI integration
TL;DR · VP Manufacturing dashboard KPI suite in 60 words VP Manufacturing executive dashboard must show: (1) group OEE...
Plant Manager 90-day playbook 2027: OEE deployment change management — operator engagement, quick wins, sustainability
TL;DR · Plant Manager 90-day OEE playbook in 60 words 90-day OEE deployment: Week 1-4 (install sensors, train...
COO operations playbook 2027: scaling OEE across 40+ sites — multi-region deployment, governance, standardization
TL;DR · COO 40-site OEE scaling playbook in 60 words Scaling OEE across 40+ sites requires: (1) governance model...
CIO architecture playbook 2027: MES/SCADA/IIoT/OEE integration — ISA-95 layers, data architecture, cybersecurity
TL;DR · CIO OEE architecture playbook in 60 words OEE specialist sits at ISA-95 L3 (Production Execution Management),...
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...
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