How to Calculate OEE: Formula, Method, and Worked Example Shift by Shift Calculating OEE — Overall Equipment Effectiveness — looks simple on paper and becomes systematically more delicate the moment you do it on a real line. The formula fits on one line. The...
EU GMP Annex 1 Revised: What It Changes for OEE Measurement on Sterile and Aseptic Lines The revised EU GMP Annex 1, which entered into force on August 25, 2023 with full Contamination Control Strategy implementation expected by August 25, 2024, was the largest single...
Pharma Data Integrity Applied to OEE: ALCOA+ in Practice Data integrity is the foundation of modern pharmaceutical compliance. The FDA’s enforcement actions over the past decade, the EMA’s reinforcement of expectations in successive guidance documents, and...
OEE for Pharma: Combining GMP Compliance and Manufacturing Performance For most pharmaceutical manufacturers, OEE (Overall Equipment Effectiveness) and GMP compliance have lived in separate organizational silos for years. The compliance team owns data integrity, audit...
OEE Software Case Study: How One Manufacturer Achieved 23% Improvement in 90 Days Manufacturing efficiency challenges plague production facilities across America. One mid-sized automotive parts manufacturer faced declining productivity, rising costs, and increasing...
When does TeepTrak make more sense than Factbird for a multi-plant European manufacturer? Bottom line: Factbird is a competent Danish OEE platform with strong Northern European presence and quick-deploy IoT sensors. The case for TeepTrak as the alternative strengthens...
When should you choose a pure-play OEE platform instead of Tractian’s bundled approach? Bottom line: Tractian raised 120 million dollars Series C in December 2024, made the Forbes AI 50, and is a strong choice when the primary need is bundled predictive...
Why are manufacturers replacing Vorne XL with cloud-native OEE platforms in 2026? Bottom line: Vorne XL is the LED-scoreboard standard and remains rated 5.0 on Capterra with 28 reviews — a real moat. Manufacturers evaluate alternatives when their constraints shift...
When does TeepTrak make more sense than Factbird for a multi-plant European manufacturer? Bottom line: Factbird is a competent Danish OEE platform with strong Northern European presence and quick-deploy IoT sensors. The case for TeepTrak as the alternative strengthens...
What is Kaizen? — Continuous Improvement TL;DR Kaizen is the Japanese principle of continuous incremental improvement. Combines ‘kai’ (change) and ‘zen’ (good) — change for the better. In manufacturing, refers to small daily improvements driven...
