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 […]
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 […]
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 […]
Modern products are rarely single, fixed configurations. Instead, they exist as families of variants designed to meet different customer needs, regulatory requirements, and operational environments. Managing this complexity requires a disciplined approach to product structure, configuration management, and verification. One of the most important concepts supporting this effort is the 150% eBOM. That leads to […]
Why Test Failures Occur in Software Testing In software development and system engineering, test failures are often interpreted as evidence that the product contains defects. However, experienced engineers know that test failures can originate from multiple sources across the development lifecycle, not just the code itself. This post originated from a read of a LinkedIn […]
Centralized Computing and Edge Computing in Software-Defined Vehicles The automotive industry is undergoing a radical transformation driven by software-defined vehicles (SDVs), artificial intelligence, and connected car technologies. At the center of this shift is Centralized Automotive Computing, a modern architecture model replacing traditional distributed Electronic Control Units (ECUs). Combined with edge computing in vehicles, this […]
New Part Number vs Revision Level in Product Management One of the most debated topics in product management and configuration management is the decision between New Part Number and Revision Level. When should a design change require a brand-new part number?When is a revision level update sufficient? The answer affects traceability, supply chain management, quality control, […]
The Business Cost of Inadequate Testing and Verification Inadequate Testing Priorities: The Hidden Business Risk in Product Development In product development, testing and verification are often praised in principle but underfunded in practice. Organizations regularly declare quality as a core value, yet budget allocations and schedule pressures reveal a different reality. I am grateful to […]