Documentation

Technical reference for core concepts and metrics used in the DMS loop.

Data quality dimensions

  • • Completeness
  • • Validity
  • • Uniqueness
  • • Consistency
  • • Accuracy
  • • Conformity

Methodology

  • • Discovery and baseline definition
  • • Data integration and profiling
  • • AI-assisted rule suggestion with human approval
  • • Process mapping and continuous feedback loops