From Spreadsheets to Smart Systems: The Engineering Reality of Asset Tracking at Scale

Asset tracking seems simple until you're building for warehouses, hospitals, and supply chains at scale. Most implementations fail by collapsing the three-layer architecture (identity, location, condition) or underestimating condition monitoring, which delivers unexpected business value through predictive maintenance. Choosing the right protocol and understanding environmental constraints is critical to avoiding expensive production redesigns.