Blog
Practical insights on manufacturing, OEE, quality, and modern production operations.
APQP in a Spreadsheet Is the Most Common Automotive Launch Failure Mode
Running APQP in a spreadsheet is the most common automotive launch failure mode. Here's what a native-MES APQP workflow does differently — and why the gate review record matters more than the deliverable list.
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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 is the #1 MES selection criterion in 2026 — not feature breadth. Here's why most MES rollouts fail at this 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. Here's what changes in your PFMEA, your control plan, and your audit prep — and what stays the same.
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MES + QMS vs. Greenlight Guru: A structural comparison for QMSR
If you're rebuilding your QMS for QMSR, MES+QMS-in-one is structurally different from a standalone QMS bolted to your shop floor. Here's how migration works and what the tradeoffs are.
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FDA QMSR Transition Checklist: What to Migrate, In What Order
QMSR is in effect. The transition window closes February 2, 2028. Here's what to migrate, in what order, and the most common mistakes manufacturers make under time pressure.
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Getting started: your first week with Qontiv
What does a Qontiv implementation actually look like? Here's 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. Here's what a well-designed digital work instruction system should do — and what most implementations get wrong.
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SPC 101 for discrete manufacturing
Statistical Process Control isn't just for automotive tier-1 suppliers. Here's a practical introduction to control charts, control limits, and what to do when a point goes out of control.
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Why we built edge-first machine connectivity
Most MES platforms connect to machines through expensive middleware or custom integrations. We took a different approach — and it changed how we think about the whole architecture.
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OEE in practice: what the numbers actually mean
Overall Equipment Effectiveness is the most widely cited metric in manufacturing. It's also one of the most misunderstood. Here's 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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