PPAP Risk Management: Why Most PPAP Approvals Still Fail at Production Launch I recently reviewed a visual guide titled “How to Create PPAP – Complete Practical Master Guide.“ Like many PPAP references circulating online, it does an excellent job explaining the documentation requirements, submission levels, and elements of the Production Part Approval Process. What it […]
Executive Decisions and Product Launch Failure Most executives do not wake up in the morning intending to launch a defective product. They are not trying to damage customer trust. They are not attempting to trigger recalls, incur warranty costs, or cause reputational damage. Most are attempting to balance delivery schedules, investor expectations, internal politics, manufacturing […]
Product Development Writing — Engineering Beyond Engineering I never intended to become a writer. I intended to become a product development professional. Like many engineers, I initially believed technical competence and creativity would largely determine success. Certainly, strong engineering capability matters. But over time, reality exposes a far more complicated truth: Products rarely fail solely […]
The reflex response after a defect escape is often predictable: add more inspectors. More containment. More gate reviews. More signoffs. More checklists. The organization feels pressure to “do something,” and inspection fallout becomes the preferred reaction because it is visible, immediate, and politically safer than confronting systemic process weakness. The problem is that inspection fallout […]
Relaxation in Moderation and Sustainable Success Relaxation is important. Recovery matters. Rest is necessary. But “relaxation in moderation” is an idea that deserves more scrutiny than most people give it. In modern culture, relaxation is often marketed as a permanent or desired end state: avoid stress, minimize discomfort, seek convenience, optimize ease, remove friction. Yet […]
Product Launch Delays Continue to Impact Automotive and Technology Programs A recent Gartner study noted that nearly half of product launches experience delays of at least one month. That statistic should surprise nobody working in modern vehicle development, software-defined systems, or complex manufacturing programs. The causes of Product Launch Delays are often deeper than scheduling […]
How to Use AI in Business Processes for Faster Quoting, Smarter Design, and Improved Manufacturing Quality Artificial intelligence is no longer experimental—it is becoming essential for companies looking to improve speed, accuracy, and decision-making. The real opportunity lies in applying AI business processes across the value chain, particularly in quoting, design exploration, material substitution, and […]
Why Most Testing Strategies Fail: The Real Problem Isn’t Testing This post is borne out of a LinkedIn post. If you’re responsible for testing, here’s a simple question: 👉 Do you actually know what’s going on? Not what’s reported.Not what’s assumed.What’s really happening? Because in most organizations, what looks like a testing strategy failure isn’t […]
The Fates and Project Management: Understanding Control and Uncertainty In Greek mythology, the Fates—Clotho, Lachesis, and Atropos—govern the thread of life. This powerful metaphor offers a compelling way to understand Fates project management in today’s unpredictable project environments. Despite detailed plans and structured methodologies, projects rarely unfold exactly as intended. Like the Fates, project managers […]
Introduction – Delays Are a Symptom, Not the Problem “Engineering needs three more weeks.” This post was prompted by a LinkedIn post Prevent Delays with CM2. This statement has become normalized across industries, yet it signals something deeper than scheduling inefficiency. Configuration Management Delays are not caused by lack of effort, poor planning, or even […]