Clean the records.

Identify duplicate, incomplete, and conflicting records for review.

Record Cleaner

Every report is downstream of a CRM nobody has cleaned since the last migration. The numbers get argued about instead of used.

  • Finds duplicates by matching several fields, not one confident guess

  • Surfaces records that contradict each other, with both sources shown

  • Proposes each fix with its evidence, in a list you can work through

  • Reports what it could not resolve rather than picking the tidier value

Example work · ready for review

Clean the records

Identify duplicate, incomplete, and conflicting records for review.

Illustrative output. Your brief defines the result.

What you provide. What you get back.

What you provide

  • Your CRM or database
  • Whatever second source can corroborate it

What you receive

Reports what it could not resolve rather than picking the tidier value

Review the output and its supporting context before deciding the next step.

See it in action.

A product walkthrough will show this task from brief to output.

Review boundaries
  • Every write, until you approve it
  • Merging any record where the match is ambiguous

Available tools and actions are confirmed during workspace setup.

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