Challenge
Fragmented systems and inconsistent master data forced manual consolidation.
Approach
Redrew ERP boundaries, established a semantic layer, and introduced AI-assisted planning and exception alerts.
Outcome
A scalable operating foundation where exceptions moved from reactive firefighting to governed response.