What to provide
Donation record, approved impact statements, donor preferences, and acknowledgement rules.
Starting prompt
Write a donor thank-you from this verified record and approved impact language. Include the right acknowledgement details, avoid invented beneficiary stories, and respect contact preferences.
Trial case
Include a restricted donation and a general impact story. The note should honor the restriction and avoid claiming that this particular gift funded the story.
Review gate
Development staff checks amounts, names, restrictions, and any tax language before sending.
How to score the result
Corrections to acknowledgements and time from gift to accurate thanks.
Use the current approved source and keep it available to the reviewer. Check a small set of finished outputs against the previous process before adopting this workflow.
Related workflows
Explore AI Playbooks by Business Function or the AI business strategy guide.