The Workflow
The rule stated plainly: AI preps the manager. The manager runs the conversation. No AI-generated question should go into a one-on-one unread and unadapted.
Privacy Checkpoint
Same as always, and worth repeating because this is where people slip: sanitize before you paste. No names, no IDs, no private disclosures. Describe the pattern, not the person's identity.
Sam's story
Sam has notes from six monthly one-on-ones with a report who keeps missing documentation deadlines. Sam sanitizes them and asks for the pattern plus three coaching questions. The AI names the pattern (recurring low urgency, no personal deadline-tracking system) and offers good questions. Sam adds the missing context: this report is overloaded because the team is short a person, and reshapes the questions to open a conversation about workload rather than to corner someone about discipline. The AI prepared Sam in five minutes. Sam runs a conversation that actually helps.
Apply It Today
For your next one-on-one, run the pattern-plus-questions prompt on sanitized notes, then rewrite at least one question to fit the real person and their real situation.
Reflect