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
Best MaintainX Alternative for OEE in 2026
Best MaintainX Alternative for OEE in 2026 MaintainX is a strong CMMS — work orders, maintenance scheduling and asset management, with basic OEE tracking bolted on. But...
OEE for Food and Beverage Plants
In food and beverage, the clock never stops: sanitation windows, allergen changeovers, packaging-line micro-stops and short shelf-life all compress the time you have to make good product. This guide...
OEE for Pharma and Medical Devices
In pharma and medical device plants, the constraint is rarely the machine, it is the time around the machine: line clearance, cleaning, changeover and the documentation that proves data integrity....
SMED and Changeover Reduction Playbook
Changeover is where flexible plants either win or bleed. Every minute a line spends in setup is a minute it does not produce, and on a high-mix line those minutes dominate the availability loss....
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
Automotive Tier 1 OEE benchmarks US 2027: IATF 16949, lean production, top quartile targets
TL;DR · Automotive Tier 1 OEE benchmarks US in 60 words US automotive Tier 1 OEE benchmarks 2027: top quartile 80-85%...
Aerospace AS9100 MES implementation 2027: configuration management, FAI, NADCAP, traceability
TL;DR · Aerospace AS9100 MES implementation in 60 words AS9100D:2016 is the aerospace QMS standard (ISO 9001 +...
MES vs ERP vs Historian: differences, integration, OEE positioning (2026 guide)
TL;DR · MES vs ERP vs Historian in 60 words ERP (L4, days-months): business planning, finance, orders, customers, SAP,...
MES architecture ISA-95 implementation 2026: levels L0-L4, B2MML, operations models, deployment roadmap
TL;DR · MES architecture ISA-95 in 60 words ISA-95 (IEC 62264) is the international standard for MES architecture....
Predictive maintenance ML deployment 2026: vibration, acoustic, thermal, ISO 17359, ISO 13374
TL;DR · Predictive maintenance ML in 60 words Predictive maintenance combines condition monitoring (vibration ISO...
IEC 62443-4-2 component security requirements (2026): CR1-7, EDR/HDR/NDR/SAR categories, ISA Secure CSA
TL;DR · IEC 62443-4-2 in 60 words IEC 62443-4-2:2019 specifies Component Requirements (CR) for IACS components in 4...
IEC 62443-3-3 system security requirements (2026): SR1-7, FR mapping, SL implementation guide
TL;DR · IEC 62443-3-3 in 60 words IEC 62443-3-3:2013 specifies System Security Requirements (SR) for IACS, organized...
Pharmaceutical OEE 2026: GMP, 21 CFR Part 11, EU Annex 11, ICH Q10 implementation guide
TL;DR · Pharmaceutical OEE in 60 words Pharmaceutical OEE compliance requires: FDA 21 CFR Part 211 GMP, EU GMP Annex...
Aerospace OEE 2026: EN 9100 / AS9100D, NADCAP, PPAP aerospace, Industry 4.0 implementation
TL;DR · Aerospace OEE in 60 words Aerospace manufacturing requires EN 9100:2018 / AS9100D quality management, NADCAP...
IEC 62443 industrial cybersecurity (2026): SL1-4 implementation, NIS2 compliance, NIST SP 800-82r3
TL;DR · IEC 62443 in 60 words IEC 62443 is the international standard for industrial cybersecurity, structured in 4...
7 Best Lean Manufacturing OEE Software Tools 2024 | TeepTrak
Discover the top 7 lean manufacturing OEE software tools that reduce waste, improve efficiency, and boost productivity in manufacturing operations.
OEE formula step by step + free calculator (2026): ISO 22400-2 worked examples for manufacturing
TL;DR · OEE formula in 60 words The OEE formula per ISO 22400-2:2014 has 5 steps: (1) measure Planned Production Time,...
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