The PFMEA–Control Plan Connection in Manufacturing A robust PFMEA connected to a control plan strategy is essential when launching a new manufacturing line or improving an existing one. The Process Failure Mode and Effects Analysis (PFMEA) identifies where and how a process might fail, while the control plan documents how those risks will be monitored, […]
Manufacturing Repeatability and the Importance of Repeatable Processes Manufacturing organizations striving for predictable, high-quality output often discover that manufacturing repeatability is not achieved by accident—it is engineered through disciplined, repeatable processes. In competitive markets, manufacturers cannot rely on tribal knowledge or inconsistent practices; they must establish process stability that consistently converts raw materials into reliable […]
Know Your Manufacturing Process Baseline Before Improving Before diving into advanced line upgrades or expensive automation, the first step is to understand the manufacturing process baseline. What do you change if you do not know what needs to be changed and why? This involves collecting detailed data on how a manufacturing line currently performs — […]
Openness Builds Stronger Cultures In the past few weeks, I’ve been reflecting on a pattern that appears across high-performing, logic-driven organizations: brilliant teams slowly losing momentum because the fight to be proper overshadows the desire to understand. Then I saw this LinkedIn article, which is the genesis of this article. I have worked on teams […]
The genesis of this post is from a LinkedIn post: Common wisdom in manufacturing often holds that replicating the systems of successful giants, like Toyota, is the path to profitability. Yet, as the original post points out, many organizations meticulously follow the playbook—implementing 5S, 5-Why, and visual management—only to fail in the market. We have […]
Introduction: Feedback Loop Beginnings The genesis of this article is a text from a longtime friend, Jason Newton, from my UNCC days. He is a musician, not a mimic like I consider myself, and an engineer of high caliber. He sent me a shirt with a saying, “I only give Negative Feedback,” along with an Op-Amp […]
Introduction Every organization faces unexpected issues—but how you respond defines your success. When deviations from standard procedures are mismanaged or ignored, the result can be catastrophic: product recalls, regulatory fines, and irreparable brand damage. A deviation in manufacturing refers to a temporary or unplanned departure from approved procedures, specifications, or standards during the production process. […]
The PPAP Process Flow The PPAP process flow (Production Part Approval Process) is a cornerstone of modern manufacturing quality systems, particularly in automotive and industrial sectors. It ensures that every part delivered meets customer expectations by validating that the production process can consistently produce conforming components. PPAP is part of the Advanced Product Quality Planning […]
Understanding Lean Process Limits Lean principles have transformed how we design and manufacture products. By emphasizing waste reduction, continuous improvement, and customer value, lean thinking drives productivity and focus. Yet, even discipline can turn dangerous when taken to extremes—revealing what we might call the limits of lean processes. Everything has limits, and exceeding those limits […]
What is 2D Barcode Traceability? 2D barcode (also known as QR Code or Data Matrix) traceability drives modern manufacturing efficiency by linking every product to its digital records, including build instructions and test data. Unlike traditional labels, 2D barcodes such as Data Matrix or QR codes can encode a unique job ID, serial number, or […]