Blog
Practical insights on manufacturing, OEE, quality, and modern production operations.
APQP in a Spreadsheet Is the Most Common Automotive Launch Failure Mode
Spreadsheet APQP is the most common automotive launch failure mode. What an MES-native APQP workflow does differently, and why the gate review record matters.
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Layered Process Audits and IATF 16949: What Your Next Surveillance Audit Will Check
IATF Rules 6th Edition sharpened LPA cadence requirements. Here's what your next surveillance audit will check and how the system should support it.
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Time-to-Live OEE: Why It's the Only MES Selection Criterion That Matters in 2026
Time-to-live OEE data, not feature breadth, is the MES selection criterion that matters. Why most rollouts fail at it and how to evaluate vendors on speed.
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AIAG-VDA PFMEA and Action Priority: What Changes in Your FMEA Practice
The AIAG-VDA harmonized PFMEA handbook replaced RPN with Action Priority. What changes in your PFMEA, your control plan, and audit prep — and what does not.
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MES + QMS vs. Greenlight Guru: A structural comparison for QMSR
Can a QMS that sits beside production meet QMSR's expanded DHR requirements? A structural comparison of Greenlight Guru and an MES-native quality system.
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FDA QMSR Transition Checklist: What to Migrate, In What Order
QMSR has been in effect since February 2, 2026. What to migrate, in what order, and the common mistakes manufacturers make when retrofitting an existing QMS.
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Getting started: your first week with Qontiv
What does a Qontiv implementation actually look like? A realistic picture of what you can accomplish in the first five days, and what to tackle in week two.
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Digital work instructions: beyond PDFs taped to the wall
Paper work instructions are a quality risk, a training bottleneck, and an audit liability. What a well-designed digital work instruction system should do.
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SPC 101 for discrete manufacturing
Statistical Process Control isn't just for automotive tier-1 suppliers. A practical introduction to control charts, control limits, and out-of-control points.
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Why we built edge-first machine connectivity
Most MES platforms reach machines through middleware or custom integrations. We took an edge-first approach, and it changed how we think about architecture.
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OEE in practice: what the numbers actually mean
Overall Equipment Effectiveness is the most widely cited metric in manufacturing, and one of the most misunderstood. How to read your OEE numbers honestly.
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What is an MES? A first-principles introduction
Manufacturing Execution Systems sit between the ERP and the factory floor. Here's what they actually do, why they exist, and whether you need one.
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