An overtime risk and an unsung hero can be the same person
One restaurant team member showed me why an operational flag should start a conversation, and how AI can help leaders notice contributions worth recognizing.
My AI flagged one of my kitchen team members as an overtime risk.
Later, I asked it a different question: “Who on my team deserves recognition that hasn’t received it?”
Same person. Same hours. Same data.
She had been coming in early, again and again, to cover the prep station for an absent teammate. She had not asked for credit. The extra hours were visible. The contribution behind them was easier to miss.
I wrote her a thank-you note in Haitian Creole, her first language, and gave it to her myself.
An overtime risk and an unsung hero can be the same person. The first question drew attention to a cost. The second drew attention to a contribution. Both mattered, but neither question could finish the work of leading her.
Start with the flag. Find the context.
An overtime flag can be useful. It tells a manager where to look. It does not explain whether someone volunteered, felt pressured, needed support, or wanted more hours. Those are questions for a conversation with the person.
The same limit applies to recognition. AI can help me examine the evidence I provide and prepare a specific acknowledgment. It cannot know who feels overlooked or what a thank-you will mean to them.
Recognition also does not settle the scheduling question. A leader still needs to understand whether the arrangement is sustainable. Thanking someone for carrying extra work should not become a reason to keep giving them more of it.
Try this with one contribution
Choose one recent instance of someone helping the team. Write down what you directly observed, who benefited, and what you do not yet know. Leave out sensitive personal information.
Then ask AI:
Based only on these observations, help me name the specific contribution worth recognizing. Separate facts from assumptions. Suggest one question I can ask the person to understand the situation better.
Check the response against what actually happened. Give the acknowledgment yourself, then listen. If the conversation reveals an unmet need, agree on a next step and follow through.
The useful outcome is a person receiving thoughtful attention from their leader. The prompt is preparation for that moment.
Find more recognition prompts in the free Field Guide.