Why Engineering Excellence Matters More Than Ever I’ve spent 25 years in engineering domains where the absence of discipline doesn’t produce a bad product review. It produces a catastrophe. Aero engine structural integrity. Medical device safety. Power grid reliability. Railway signalling. In these worlds, rigour is not overhead. It is the product. Today, AI is rewriting how engineering work gets done. LLMs are compressing design cycles from months to days. Generative tools p

Insights: Acce The research on critical success factors in new product development (NPD) for medical imaging devices highlights a fundamental shift: innovative idea alone is no longer a differentiator—execution excellence aligning with clear product strategy across the value chain is what drives sustainable competitive advantage. Medical device development operates at the intersection of high regulatory rigor, rapid technological evolution, and intense market expectations. Th

Global product development is undergoing a structural reset. What was once a linear, review-heavy, risk-mitigating process has been re-engineered into a parallel, AI-augmented, learning-driven system. At the center of this transformation is “China Speed”—a model that compresses new product development (NPD) cycles from years to months, not by cutting corners, but by redesigning architecture, governance, and technology integration. In industries like electric vehicles, consume