Inventory Items 11,000
Departments 950
Reporting Departments 150
Grocery Sub-Departments 70
Additionally, 21% of departments carried more than 10 items — a signal of duplicated or incoherent segmentation. No manager can interpret a 950-department tangle under daily pressure. Conclusion: invest in data engineering first; analytics second.