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Run Data Quality Checks

Lumenn AI allows you to define rules in two ways:
AI-generated rules or manual rules.

Option 1 — AI DQ Check (Automatic Rule Generation)

  • Click AI DQ Check next to a table.

  • Lumenn automatically generates rules for all columns, including:
    • is_nullable
    • is_unique
    • Allowed values
    • Regular expressions
  • Review the generated rules and adjust if necessary.

Option 2 — Manual Rule Definition

  • Click the + icon beside the table.

  • Manually define rules such as:
    • is_nullable (Yes/No)
    • is_unique (Yes/No)
    • Allowed values (list or range)
    • Regex patterns for validation
  • Save your custom rule set.