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Data Services

Data Cleaning

Deduplication, standardization and validation that turn inconsistent records into data your teams can trust.

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Our approach

Duplicate, incomplete and inconsistent records quietly undermine reporting, operations and every system that depends on them. Our consultants profile your data, correct it at the source, and put the rules in place that keep it clean.

  • Data profiling and quality assessment
  • Duplicate detection, matching and merging
  • Standardization of names, addresses, dates and formats
  • Validation and correction of missing or invalid values
  • Cleansing ahead of migrations, ERP and SAP go-lives
  • Ongoing data quality rules and monitoring

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Data cleaning and enrichment, done properly.

Profile, clean, enrich and deliver one trusted record set to the systems that run your business.

Supplier master
Sample data
Profiling 5 records
Quality score 54%9 issues found
CompanyCityEmailIndustryEmployeesPostal codeStatus
acme industrial ltd.FormatTORONTO, onFormatj.smith@acmeInvalid3 issues
ACME Industrial LimitedDuplicateTorontoj.smith@acmeindustrial.ca1 issue
Birchline Foodscalgary ABFormatops@birchline.ca1 issue
harbourview medicalFormatHalifaxemptyMissing2 issues
Kestrel Energy IncEdmonton, AlbertaFormatinfo@kestrelInvalid2 issues

Data Cleaning

Tell us what you need to keep running.

We will walk you through how we would scope, staff and deliver it.

100 King Street West – Suite 5700, Toronto, Ontario Canada, M5X 1C7