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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Best MachineMetrics Alternatives in 2026 (5 OEE Platforms Compared)
Short answer: the best MachineMetrics alternatives in 2026 are TeepTrak (non-invasive OEE on any machine with multi-site AI analytics), Evocon (fast, budget-friendly visual OEE), Fabrico (OEE tied...
How to frame a 60-day OEE pilot on one line
How to frame a 60-day OEE pilot on one line Key takeawaysA pilot proves value on one line, without committing the whole plant.Sensor installed in under an hour, with no...
What do production stops really cost you?
What do production stops really cost you? Key takeawaysThe cost of a stop far exceeds the visible lost machine time.Cumulated micro-stops often cost more than spectacular...
The 6 big losses: what your manual log doesn’t see
The 6 big losses: what your manual log doesn't see Key takeawaysThe six big losses have structured OEE analysis for decades.But the manual log only captures the long, visible...
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.
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IIoT OEE Monitoring Case Study: 23% Efficiency Gain | TeepTrak
Manufacturing plant achieves 23% OEE improvement with IIoT OEE monitoring. Real results from automotive supplier using TeepTrak platform.
TeepTrak CEO François Coulloudon on Planète Ingénieur: reindustrialisation, hard truths, and why measuring comes first
TeepTrak CEO François Coulloudon on Planète Ingénieur: reindustrialisation, hard truths, and...
KPIs beyond OEE 2027: TEEP, MTTR, MTBF, OLE, energy per unit — complete manufacturing metrics guide with TeepTrak benchmarks
TL;DR · KPIs beyond OEE in 60 words Key manufacturing KPIs beyond OEE: TEEP (total calendar utilization), MTTR (repair...
Cloud vs on-premise OEE software 2027: SaaS, hybrid, edge+cloud — data sovereignty, latency, cost comparison for manufacturing
TL;DR · Cloud vs on-premise OEE in 60 words Cloud SaaS (TeepTrak, Evocon, MachineMetrics): lower upfront, multi-site...
OEE software with AI and machine learning 2027: predictive maintenance, anomaly detection, root cause — TeepTrak + jemba.ai, Sight Machine, PTC ThingWorx
TL;DR · AI-powered OEE in 60 words AI/ML OEE platforms in 2027: TeepTrak + jemba.ai (OEE data + industrial ML, anomaly...
ROI of OEE software 2027: financial model, payback calculation, industry benchmarks — Hutchinson +33 pts, Nutriset +18 pts case data
TL;DR · OEE software ROI in 60 words Typical OEE software ROI: 3-12 month payback. Formula: Capacity Recovery Value =...
Open-source OEE software 2027: Grafana+InfluxDB, Ignition, OpenMES vs commercial platforms — true cost comparison
TL;DR · Open-source OEE: real cost vs perception Open-source OEE stacks (Grafana+InfluxDB, Ignition, OpenMES) are free...
OEE software for food and beverage manufacturing 2027: FSSC 22000, HACCP compliance, sanitation tracking, top platforms compared
TL;DR · OEE for food & beverage in 60 words F&B OEE requirements: sanitation/CIP tracking as planned downtime,...
What is OEE? Complete guide 2027: formula, calculation, world-class benchmarks, Six Big Losses — with examples
TL;DR · What is OEE in 60 words OEE (Overall Equipment Effectiveness) = Availability × Performance × Quality. Measures...
OEE software with SAP & ERP integration 2027: native connectors, REST API, middleware — complete integration guide
TL;DR · OEE-ERP integration in 60 words OEE-ERP integration approaches: native connectors (Siemens Opcenter→SAP,...
OEE software for food and beverage manufacturing 2027: FSSC 22000, HACCP compliance, sanitation tracking, top platforms compared
TL;DR · OEE for food & beverage in 60 words F&B OEE requirements: sanitation/CIP tracking as planned downtime,...
What is OEE? Complete guide 2027: formula, calculation, world-class benchmarks, Six Big Losses — with examples
TL;DR · What is OEE in 60 words OEE (Overall Equipment Effectiveness) = Availability × Performance × Quality. Measures...
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