Manufacturers face fragmented systems, costly integrations, and low data literacy - barriers preventing effective AI adoption and manufacturing resilience. Decades of consultant-driven projects created siloed digital transformations without measurable data ROI. As AI reshapes industry, manufacturers urgently need a unified way to utilize their data as a business asset.