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Stop Building the Church for Easter Sunday: Why Fractional Warehousing is the New Strategic Utility

The global manufacturing sector is navigating a period of profound transition. In the "warehouse underground," the reality is far messier than the clean lines...

Before AI can learn, you have to define

The AI hype is real.  But for manufacturers, the path forward runs through unheralded work. The manufacturing industry is asking a lot of questions...

Why Human Judgment Still Matters in AI-Driven Airflow Systems

For much of my career in artificial intelligence, I have focused on how systems make decisions in complex environments. Early AI systems were designed...

The Airflow Gap: Why Good Ventilation Still Fails in Residential Bathroom Renovations.

In residential bathroom renovations, there’s a common assumption that once a fan is installed,  the problem of airflow is solved. From my nearly 40 years...

Rethinking Process Safety: Building a More Visible and Accountable Future for Ammonia Refrigeration

The conversation around process safety in industrial ammonia refrigeration is often framed as a compliance challenge: meet the regulatory requirement, complete the audit, update...

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