Use Cases

Check an AI CSV Merge Against Original Records

Review three fictional CSV merges for a lost leading zero, a conflicting duplicate, and a row dropped because it has no match.

Audience and review notes

For: People checking AI-merged CSVs before using the result in a report or importing it.

Check facts against original sources and remove sensitive information. Review AI output before relying on it.

Check The Rows That Do Not Join Cleanly

A merged table can look tidy while combining separate IDs or dropping records. Compare the result against the exact key values and the rule for missing or conflicting matches.

This exercise uses fictional CSV snippets and a stated merge rule. It does not run an import or use real records.

Get The Pack

Give the AI only the test input. Keep the review key and worksheet separate, and retain the first answer before requesting corrections.

Download test input (.txt)

Download review key (.txt)

Download comparison worksheet (.txt)

Check Three Merge Boundaries

CaseDraft errorWhat to preserve
MERGE-01IDs 007 and 7 were treated as the same number.Match exact text. Keep both original rows and their distinct owners.
MERGE-02The merge chose one of two conflicting owners for K12.Keep the base row with the owner unresolved and flag the conflict for review.
MERGE-03L3 was dropped because the owner table had no match.Keep L3 and leave the owner blank. A missing match is not a reason to drop a base row.

Check the keys and the affected fields, not just the total row count. An unchanged count can still hide an owner assigned to the wrong ID.

Compare A Later Review

Reuse the same records and merge rule. Compare which IDs, blanks and conflicts each answer preserves. Keep the original response before asking for a repair.

Return to the CSV merge pack or choose your next check.

For a real import, use an approved sample and inspect the resulting IDs and row count in the destination. The data extraction practice offers a related check for missing values before a merge.

From reading to a decision

Keep the workflow connected

Choose a task-first path, save candidates locally, compare the shortlist, and recheck official details before use.