Detect and consolidate duplicates, variants, and substitutes across systems with intelligent matching and scalable data harmonization.

  • Review Time Saved 80 reduction in decision-making time
  • Decision Auditability 100 traceable match decisions
  • Semantic Match Boost 20 more duplicates found using AI

With Data Matcher, you can

  • Detect same and similar records across and within systems
  • Use exact, fuzzy, or AI-powered semantic matching based on your data needs
  • Filter out false positives with smart exclusion criteria
  • Easily validate match groups and select the golden record through intuitive workflows for deduplication
    Easily validate match groups and select the golden record through intuitive workflows for deduplication
  • Leverage automatically generated golden record suggestions to simplify and accelerate decision-making
  • Track every match decision with full auditability and responsibility tags

Use Cases of Data Matcher

From fragmented records to pricing blind spots, Data Matcher addresses complex data matching and harmonization challenges across business domains, including deduplication, variant detection, and substitute identification.

  • Deduplicate Customers, Suppliers & Materials

    Unify data records to clean up processes

    Effortlessly detect and merge duplicates across your systems. Data Matcher ensures one reliable record per supplier, vendor or material. Supported by clear workflows in the Workbench, you can compare fields, assign golden records, track decisions, and complete deduplication with ease.

  • Match Global Business Entities

    Get a complete picture of who you're working with

    Identify when vendor or customer entries belong to the same organization. Data Matcher links them clearly, improving transparency for group reporting, spend analysis, and decision-making. Review and confirm harmonizations through a guided workflow.

  • Substitute Materials Made Visible

    Substitute clarity means smarter operations

    Quickly identify substitute materials across your master data with no more manual searching or guesswork. Get a clear view of alternatives to support sourcing decisions, reduce downtime, and simplify change processes.

  • Spot Similar Parts & Compare Prices

    Expose cost differences and optimize spend

    Uncover similar materials or parts with price variations. Data Matcher helps you detect where you’re overpaying, compare prices across vendors, and drive cost-saving decisions with confidence.

Want the full picture?

Explore the full capabilities of the Data Quality Navigator

Get a complete overview of how all features work together to solve real data challenges from assessment to cleansing, validation, monitoring, and governance.

  • Delivering Content-Driven Data Quality Management at Scale

    Data Quality Navigator is a scalable data quality management tool that helps organizations assess, fix, and govern data across the entire lifecycle.

    Read more

Effortless Data Quality Starts Here

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