How a Global Mining & Metals Leader Unlocked $18M+ in Savings Through Data Integrity
Despite a decade long partnership and managing over 100K fixed assets, a major Mining, Minerals, and Metals leader reached a critical realization their vast data landscape had become a silent tax on their operations. Fragmented records across Material, Vendor, Service, and PM domains were obscuring operational excellence. With data scattered across diverse regions, the organization faced a choice continue managing chaos or initiate the turning point that would finally transform stagnant records into massive dollar savings.
Pain Points
The High Cost of Invisibility
Managing 100K+ fixed assets without a synchronized "Single Source of Truth" meant leadership was navigating by outdated maps.
Invisible Inventory Bloat
Over 400K material records and 300K uncleansed records created massive procurement overlaps that were quietly eroding the bottom line.
Maintenance Uncertainty
A disconnect in plant asset tagging for 60K assets led to "reactive" cycles, shortening equipment life and fueling unpredictable downtime.
Operational Friction
Attempting to standardize 3,500+ templates across 4 departments without a unified framework created an organizational bottleneck.
Financial Leakage
A lack of linked Bills of Materials (BOMs) resulted in inflated carrying costs capital that was effectively "locked" in the warehouse.
The Solution
To bridge the gap between technical reliability and financial performance, the organization overhauled its data foundation
Unified MDM Architecture
Deployed PiLog MDM to harmonize Material, Vendor, Service, and PM Master data into an unbreakable governance framework.
Granular Asset Intelligence
Executed rigorous componentization for 60K+ assets, turning physical equipment into "intelligent data points."
Precision Data Enrichment
Cleansed 300K+ records and linked 3K+ Smelter BOMs, providing the transparency required for precision maintenance.
Automated Duplicate Resolution
Leveraged 3,500+ master templates to ensure flawless data quality across East, West, and Central regions.
Reliability by Design
Integrated extended data management to ensure inventory levels finally reflected the actual heartbeat of the plant.
Is your data working for you, or against you?
By aligning your maintenance strategy with a high integrity data foundation, you stop managing records and start managing profitability.
