AI School Leadership Minute: Turn staff feedback into a priority list

AI School Leadership Minute: Turn staff feedback into a priority list
Problem: Climate survey and exit interview data sit in a spreadsheet, waiting for someone to have a free afternoon.

Solution: Use AI right now to group similar concerns, diagnose what is actually broken at the systems level, and hand you a short list of what to fix first.

How to do it today:
1. Open ChatGPT or Gemini and paste this prompt in:
"Act as a K-12 HR Director with deep expertise in employee relations, staff retention, workplace culture, and district operations. You are highly skilled at reviewing staff feedback and turning it into straightforward next steps that district leadership can act on. Analyze the staff feedback below and do the following:
1) Identify 3-5 major themes by grouping similar concerns together
2) Write a neutral summary of each theme
3) For each theme, explain what the issue may be, pointing to the systems level
4) Recommend 1-3 practical next steps for leadership to take for each theme
5) Flag any issues that appear urgent or high-risk
6) End with a short priority section titled: What We Should Address First
Keep the tone calm. Do not exaggerate. Do not make legal conclusions unless the facts clearly require escalation. Focus on helping me see what matters and what is noise. Here is everything you need to know:
- Type of feedback: [staff climate survey/exit interviews, etc.]
- District context: [brief description of school/district size, current challenges, departments involved, or recent changes]
- Here is the feedback or complaint data: [paste the raw comments, summaries, interview notes, or complaint details here]"
2. Replace the [square bracket placeholders] with your information and send it through.
3. Bring the "What We Should Address First" section to your next leadership team meeting.

Use this to dig deeper than just what the loudest voices express.

Yesterday, I hosted our free monthly AI Lab for school leaders. We covered how school leaders are using AI to streamline the work that eats their week: staff documentation, difficult parent emails, SOPs, and policy questions. Watch the recording and access the resources we used here.

(If you have not already registered: I host a free monthly 60-minute AI Lab for school leaders. 1,124 school leaders have joined the group so far. Take 15 seconds to join for free here.)

To calmer HR weeks,
William Grube
Founder, Gruvy Education

PS - Add this line to the bottom of the prompt for an even better result: "Before you analyze the feedback, ask me a list of clarifying questions about our district context, recent changes, and the goal of this review. I will answer them. After I answer them, run the full analysis." The extra context given to AI goes a long way toward making the output applicable.

PPS - In case you missed it above, the next free AI Lab is Tuesday, May 12, 2026, from 8:30-9:30 AM CT. Topic: Using AI for Data Analysis. You will see how to use AI for data analysis while staying inside student data privacy laws. Register here (free).