MRO Data Cleansing Services

Transform messy, inconsistent material master data into clean, standardized, and classification-ready records.

Start With a Free Data Profile

Before recommending solutions, we perform a comprehensive assessment of your existing Material Master and transactional data to understand your unique challenges.

Duplication Analysis

Estimate the level of duplication within your material master to prevent invalid downstream reporting and excess inventory.

Change Velocity Metrics

Evaluate rates and patterns in additions, deletions, and inactivation to forecast governance effort requirements.

Data Completeness

Measure instances where items are added with missing or default values that circumvent governance processes.

Spend Optimization

Identify sourcing anomalies and price inconsistencies across organizational locations using proprietary algorithms.

Information Quality

Identify incomplete fields like partial part numbers or descriptions that contain only the part number, flagging records that need enrichment.

Strategic Recommendations

Receive a proposal for an initial cleansing and enrichment project plus guidance on our Data Quality Platform for ongoing governance.

Our 5-Step Cleansing Process

1

Upload

Upload your material master data in any format

2

Analyze

We profile your data to assess quality and scope

3

Cleanse

Specialists standardize descriptions and verify identifiers

4

Classify

Items are classified to UNSPSC, eClass, eOTD, or custom taxonomy

5

Deliver

Clean data is exported back to your EAM/ERP system

Comprehensive Cleansing Services

Data Cleansing

Standardize short and long descriptions to ISO-8000 naming conventions. Correct abbreviations, remove special characters, normalize formatting.

De-duplication

Identify and merge duplicate material records using fuzzy matching, manufacturer cross-referencing, and attribute comparison.

Verification

Verify manufacturer part numbers against catalog databases. Confirm supplier information and cross-reference pricing data.

Data Enrichment

Add missing attributes — manufacturer name, part number, unit of measure, material group, and critical spares designation.

Identifier Management

Assign and validate GTIN, manufacturer codes, and internal material numbers. Ensure unique identification across your entire catalog.

Manufacturer Verification

Verify manufacturer existence and current status. Map acquired brands to parent companies. Confirm active vs. obsolete part numbers.

Counterfeit Detection

Identify suspect and counterfeit parts in your material master. Cross-reference against known counterfeit databases and flag items with mismatched manufacturer data, invalid part numbers, or suspicious sourcing patterns.

Data Cleansing vs. Data Enrichment

Two complementary services that address different aspects of data quality. Most organizations benefit from both.

Data Cleansing

Corrects and standardizes existing data to improve consistency and usability.

  • Fix misspellings and formatting inconsistencies
  • Standardize descriptions to ISO-8000 naming conventions
  • Remove special characters and normalize abbreviations
  • Identify and merge duplicate records
  • Correct manufacturer names and part number formats

Data Enrichment

Adds missing information to incomplete records, increasing their value and usability.

  • Add missing manufacturer names and part numbers
  • Fill in unit of measure, material group, and critical spares flags
  • Classify items to UNSPSC, eClass, or eOTD taxonomies
  • Generate long descriptions from incomplete short descriptions
  • Look up and add technical specifications from manufacturer catalogs

A La Carte Cleansing Options

Add specialized services to any cleansing project based on your specific needs.

Service Description
Short Description Standardization ISO-8000 compliant short descriptions with proper noun-modifier format
Long Description Generation Detailed technical descriptions with full attribute specifications
UNSPSC Classification Classification to 4-digit segment through 8-digit commodity level
eClass Classification Classification to eClass standard with property value mapping
Manufacturer Part Number Lookup Cross-reference and verify MPN against manufacturer catalogs
Duplicate Analysis Report Comprehensive report identifying potential duplicates with confidence scoring
Data Quality Scorecard Detailed assessment of current data quality with improvement roadmap

Ready to Transform Your MRO Data?

Get started with a free data assessment. Our team will analyze a sample of your material master and show you exactly what we can improve.