Blogs

An image showing service master data management and analytics visualization
Understanding “Service Master Data” as a data domain with sample data models, challenges to maintain and more
Graphs and data on EAM market trends
Market size evolution, growth drivers, and technology trends on Enterprise Asset Management
Explore how SAP Materials Management (MM) automates procurement, inventory, and material movements across the enterprise. Understand its integration with finance,
Material and equipment classification based on the MESC Codes
An in-depth look at the MESC framework, its structure, components, and impact on global supply chain management.
Visual representation of MRO data taxonomy with structured classification of maintenance, repair, and operations spare parts and asset data.
This article provides a technically grounded guide to MRO data taxonomy, what it is, what it includes, how to design
Visual comparison of MDM and PIM systems highlighting enterprise master data governance versus product content and attribute management.
Master Data Management (MDM) and Product Information Management (PIM) serve different roles in enterprise data management. This article explains how
Manufacturing master data management visualization featuring bills of materials, routings, work centers, and standardized production data in an ERP environment.
A complete overview of Manufacturing Master Data Management, covering key data domains, challenges, and best practices for creating a single
Illustration of data cleansing tools refining and standardizing enterprise data.
A comprehensive solution guide on understanding the various vendors and software tools available for all types of b2b data normalization
Master Data Management in Oil & Gas
A framework for effective Oil & Gas inventory management to minimize unplanned downtime, optimizes spare parts usage, and strengthens operational
MRO storeroom management visual highlighting spare parts organization, stock control, and ERP-based inventory tracking.
This guide focuses on practical, actionable steps for managing the physical and procedural aspects of MRO storeroom management.
Illustration showing hierarchical classification of spare parts into structured categories.
This article provides a detailed examination of how spare parts can be classified based on different methods, explaining their practical
Visual showing spare parts data cleanup through sorting, standardization, and labeling.
This article explores practical methods to standardize and enrich spare parts and consumables data, helping manufacturers eliminate duplicates, optimize maintenance
Visual representation of UNSPSC codes organized into hierarchical taxonomy for enterprise data management.
An in-depth guide to leveraging UNSPSC for master data classification, duplicate elimination, and procurement cost optimization
Analytics visualization of maintenance KPIs, trend graphs, and predictive maintenance data for industrial equipment
Key metrics and data on predictive maintenance in asset-intensive operations.
Spare Parts Criticality
Explore how critical spare parts are classified and prioritized in MRO and maintenance processes, along with best practices for managing
Illustration highlighting reliable master data software capabilities for governance, accuracy, and operational efficiency.
From basic to advanced, discover the core capabilities that define reliable master data software for today’s enterprises.
MRO in Production Supply Chains
Discover the fundamentals of MRO, essential processes, and how leading enterprises are transforming their production supply chains for greater efficiency
Visual of MDM roadmap with enterprise data objects, integration steps, governance stages, and workflow progression
This article explores how enterprises can implement a structured Master Data Management roadmap to enhance data quality, enforce governance, and
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