The board-level argument.
Catalog disorder creates multiple buying paths for the same physical part. Procurement cannot consolidate spend until duplicate families are visible and reviewable.
A board-ready explanation of how duplicate item records create supplier alias leakage, off-contract spend, and preventable procurement fragmentation.
Catalog disorder creates multiple buying paths for the same physical part. Procurement cannot consolidate spend until duplicate families are visible and reviewable.
A board-ready explanation of how duplicate item records create supplier alias leakage, off-contract spend, and preventable procurement fragmentation.
This board brief is written to help executives turn MRO catalog disorder into a measurable, governable business case before funding remediation or AI adoption.
Grounded in approved AI2COE content only. No unsupported claims.