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Data Cleaner

The Xylophone brings clarity through precise, distinct notes — each one clean and purposeful. This agent continuously monitors your data across systems, identifying duplicates, inconsistencies, missing values, and format errors. It proposes corrections, applies rules-based fixes, and produces data quality reports. Clean data isn't glamorous, but it's the foundation everything else depends on.

Impact

Improves data quality scores from 60% to 95%+ and reduces data-related errors by 80%.

Capabilities

  • Duplicate detection and intelligent merge suggestions
  • Format standardisation (addresses, phone numbers, names)
  • Missing value identification and smart fill recommendations
  • Cross-system consistency checking
  • Data quality scoring and trend monitoring
  • Automated cleansing rules with approval workflows

Use Cases

  • CRM databases can be cleaned from 60% to 95%+ accuracy in days
  • E-commerce platforms can standardise product data across thousands of SKUs
  • Finance teams can reconcile data across multiple systems automatically

Integrations

Any SQL/NoSQL databaseAirtableGoogle SheetsExcelREST APIs

Ready to deploy the Data Cleaner?

Get a custom implementation tailored to your business needs.