CRM lifecycle stage mapping with AI checklist

Checklist

Raw source material is preserved before AI edits begin.The desired output format is written explicitly.Edge cases, missing values, and exceptions are listed.The first output is reviewed against real examples.The final prompt is stored for reuse.Sensitive or policy-heavy cases get manual review.List approved lifecycle stages.Paste raw stage values with counts.Ask for mapping and manual review rows.Save the mapping table for the team.

Mistakes to avoid

guessing stage names

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

changing stage logic without approval

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

dropping original values

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

not preserving source IDs

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

Related workflow pages

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