You have the raw data. Quiz scores, essay scores, participation notes. You know what the grade is. But how do you *talk* to a family about it in a way that's honest, understandable, and opens a conversation instead of closing it?
This is where AI helps most, not because it should write your narrative, but because it forces you to think clearly about what you actually see in the data.
The moves
Start with the facts. Not the grade yet. The facts.
Instead of: "Your daughter is earning a B in my class."
Start with: "Looking at the quarter: Maya scored 78 on the unit 1 test, 82 on the unit 2 test, 85 on the essay, and she's completed all homework. In discussions, she listens well but raises her hand less than once per week."
That's harder to argue with. And it's the foundation for an honest narrative.
Using AI to move from data to narrative
Paste the facts into a model (anonymized, of course) along with this prompt:
"I'm writing to a family about their student's progress. Here are the facts: [paste]. Write me a 3-sentence narrative that (1) states what the data shows, (2) names one strength, (3) names one thing to work on. Tone: warm, specific, collaborative (not evaluative)."
You'll get something like: "Your daughter's quiz scores show she understands the main concepts. She's particularly strong in written analysis. Going forward, we'd like to see her participate more in class discussions—this will help her practice verbal reasoning and build confidence speaking in class."
Read it. Is that fair? Does it match what you see? Rewrite the parts that don't.
The key question
Ask yourself: "If this family showed up and quoted this narrative back to me, would I feel I'd been honest?" If the answer is no, rewrite it.
