Creating Lasting Value in the Age of AI+IoT

Using Digital Twins to Optimize WAGES in Manufacturing

Water, Air, Gas, Electricity, and Steam are among the highest cost and sustainability drivers in manufacturing. Together, they form WAGES,…

February 10, 2026

Activating 50-Year-Old Manuals and Drawings for AI

Manufacturers possess a vast, dormant capital asset that standard financials never capture: decades of technical documentation. These archives contain solutions…

February 4, 2026

Why Factory Optimization Falls Behind Operational Reality

Factory optimization often underdelivers because it assumes a level of operational stability that rarely exists in practice. Modern manufacturing environments…

January 12, 2026