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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TeepTrak vs Evocon: OEE Software Compared (2026)
TeepTrak vs Evocon: OEE Software Compared (2026) The short answer Evocon is a great fit for a single small plant that wants a simple, visual, affordable OEE dashboard....
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...
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...
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
TeepTrak vs Evocon 2027: OEE platforms head-to-head — features, pricing, deployment, target market
TL;DR · TeepTrak vs Evocon in 60 words Two European OEE specialists with different target markets. TeepTrak Pulse:...
Predictive maintenance vibration monitoring 2027: ISO 10816, FFT, ML algorithms, RUL prediction
TL;DR · Predictive maintenance vibration monitoring in 60 words Vibration monitoring is the foundation of predictive...
Data lake manufacturing 2027: Snowflake, Databricks, AWS Lake Formation, Microsoft Fabric — comparison guide
TL;DR · Data lake manufacturing 2027 in 60 words Manufacturing data lakes consolidate ERP, MES, Historian, OEE,...
AI/ML defect detection computer vision 2027: CNNs, transformers, foundation models, deployment
TL;DR · AI/ML defect detection computer vision in 60 words AI/ML defect detection uses deep learning to identify...
Semiconductor SPC Cp/Cpk monitoring 2027: wafer-level traceability, yield optimization, fab MES
TL;DR · Semiconductor SPC Cp/Cpk monitoring in 60 words Semiconductor manufacturing operates with Cp/Cpk targets...
Pharma FDA 21 CFR Part 11 validation 2027: GAMP 5, IQ/OQ/PQ, electronic records, data integrity
TL;DR · Pharma FDA 21 CFR Part 11 validation in 60 words FDA 21 CFR Part 11 (1997) regulates electronic records +...
Food processing FDA 21 CFR 117 (2027): FSMA, HACCP, traceability rule 204, MES implementation
TL;DR · Food processing FDA 21 CFR 117 in 60 words FDA 21 CFR 117 (FSMA Preventive Controls Rule for Human Food)...
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...
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