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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OEE Software and Root-Cause Intelligence: How the 8 Top Platforms Compare in 2026
OEE Software and Root-Cause Intelligence: How the 8 Top Platforms Compare in 2026 The short versionNearly every OEE platform now detects downtime. What separates them in 2026...
TeepTrak vs MachineMetrics: which machine monitoring approach fits your factory?
TeepTrak vs MachineMetrics: which machine monitoring approach fits your factory? Key takeawaysMachineMetrics is a US, English-language platform rooted in CNC/discrete...
Build vs Buy: Should You Develop or Purchase Manufacturing Monitoring Software?
Buy manufacturing monitoring software when speed, total cost, and reliability matter and monitoring is not your core business; build only when you have a truly unique need no vendor meets and a team...
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...
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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
OEE software RFI/RFP template 2027: implementation checklist, evaluation scorecard, vendor selection guide for manufacturing
TL;DR · OEE software RFI/RFP template in 60 words This guide provides a complete OEE software vendor selection...
OEE software vs MES 2027: when to choose a specialist OEE platform vs manufacturing execution system
TL;DR · OEE software vs MES in 60 wordsOEE specialist platforms (TeepTrak, MachineMetrics, Evocon) deploy in 4-8 weeks...
Best OEE software 2027: G2, Capterra, Gartner reviews compared — buyer’s guide for manufacturing OEE platforms
TL;DR · Best OEE software 2027 in 60 words OEE software market 2027: specialist platforms (TeepTrak Pulse,...
Unified Namespace (UNS) for manufacturing 2027: MQTT, Sparkplug B, ISA-95 flattening — IIoT architecture guide
TL;DR · Unified Namespace for manufacturing in 60 words Unified Namespace (UNS) uses an MQTT broker as central hub for...
OPC UA Companion Specifications 2027: PackML, ISA-95, Euromap, MTConnect — interoperability guide for manufacturing IIoT
TL;DR · OPC UA Companion Specifications in 60 words OPC UA Companion Specifications provide standardized information...
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),...
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