Master data management for mining inventory and MRO environments
Classification, descriptions, technical attributes and governance form the foundation of inventory performance.
The challenge
Master data issues cause duplicate records that distort supply planning; incorrect descriptions that make identification hard; missing attributes that slow operations or break procurement; supplier inconsistencies; and documentation too weak to identify and source spares.
Bill of materials (BOM) quality matters as much as the material master. Incomplete, outdated or incorrect equipment BOMs mean spares cannot be linked to the equipment they support, maintenance-driven demand is understated, and obsolete parts are not identified when equipment changes.
What is required
Data ownership
A clear definition of correct data
Measurable quality
Processes that ensure quality at creation
Knowing which data elements matter most
Understanding dependencies
Measurable workflows
Organisational buy-in
Master-data governance, quality reporting and enrichment, including visibility of BOM gaps and materials not linked to equipment. StoXeo also collects unstructured data such as documents and notes into a searchable repository, which helps with descriptions, alternatives and specifications.