Transforming Material & Service Master Data Governance and Spend Visibility at CEMEX

Client Overview

Industry: Building Materials

Scope: Global

Solution: TAM + TSV8 + Data Assistants implementation

Data Scale:

  • 900K+ materials
  • 30M spend lines per year
  • 6 original ERPs
  • 8 languages (English, Spanish, German, French, Croatian, Polish, Czech, Hebrew)
  • 4 regions, 36 countries
Data Analytics

Challenges

CEMEX faced significant challenges in managing its Procurement and Supply Chain data due to:

  • Lack of Data Harmonization: Inconsistent data across multiple systems and regions.
  • Different Coding Criteria: No standardization in material and supplier classification.
  • Multiple Taxonomy Structures: Various classification models led to inefficiencies.
  • Poor Categorization: Data inconsistencies impacted procurement decisions.
  • Language Barriers: Managing materials across 8 languages created complexity.
  • Inventory Proliferation: Excess materials led to inefficiencies and unnecessary costs.
  • Lack of Spend Transparency: No clear, unified visibility into global procurement data.

The Solution

Solution Implemented

Creactives deployed a comprehensive AI-driven data governance solution, leveraging:

TAM

For massive categorization and attribute enrichment of material master data.

TSV

To establish a global harmonized spend visibility framework.

DATA ASSISTANTS

Fully integrated into Purchase Requisition and PO creation, ensuring real-time guidance and compliance.

Key Activities & Transformations

MASSIVE DATA STANDARDIZATION

Cleaned, structured, and harmonized material master data across all regions.

GLOBAL SPEND VISIBILITY

Created a unified, standardized view of procurement data for better insights.

ERP MIGRATION READINESS

Facilitated smooth ERP migration in Mexico and prepared for future system transitions.

DUPLICATE DETECTION & ELIMINATION

Optimized inventory by identifying redundant materials across plants.

The Results

Impact & Results

  • 35% Reduction in new material creation through optimized plant extensions.
  • 92% Data Accuracy achieved in material categorization.
  • 20% Reduction in Material Master Data (MMD) by eliminating duplicates.
  • $16M Identified in Savings Opportunities by enhancing spend visibility and procurement efficiency.

Conclusions

Conclusion

By implementing Creactives’ AI-powered solutions, CEMEX standardized its Procurement & Supply Chain data, enabling:

  • More efficient sourcing decisions
  • Stronger spend control
  • A scalable data foundation for digital transformation

GET TO KNOW THEM

Case studies

Creactives has use cases in many industries, but with a common pain: Large and complex multilingual datasets.

Master Data Governance: Structuring Complexity with AI

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