Manufacturers today generate enormous amounts of data, from ERP systems, MES, IoT devices, quality systems, supply chain platforms, spreadsheets, and financial applications. Yet despite having more data than ever before, many organizations still struggle to answer fundamental business questions quickly.  Why did production efficiency drop this morning?  Which supplier delays will impact customer deliveries?  Where are margins...

In today’s manufacturing landscape, data is everywhere. From production metrics and inventory levels to machine performance and supply chain updates, manufacturers are surrounded by dashboards, reports, and visual analytics. Yet despite having more data than ever before, many organizations still struggle with delayed decisions, operational inefficiencies, and inaccurate forecasting.  Why? It’s not just because the data is difficult...