Data Cleansing and Enrichment

Standardization, validation, and enhancement of asset and material master data.

We perform:

  • Removal of duplicate and obsolete records
  • Standardization of naming conventions and units
  • Correction of errors in asset, material, and maintenance data

Enrichment enhances data value by adding:-

  • Detailed technical specifications
  • Instrument ranges, accuracy, and calibration details
  • Electrical ratings, classifications, and compliance attributes
  • OEM references, spare parts linkage, and maintenance strategies
  • This results in analysis-ready data that supports:
  • KPIs and reliability analytics
  • Spares optimization
  • Lifecycle cost analysis
  • Regulatory and audit compliance
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