Manager coaching transcript analysis
Manager 1:1s are where real coaching happens or doesn't - but nobody has time to review hours of conversations for patterns. This playbook records and transcribes manager 1:1s (with consent) and surfaces recurring coaching gaps so leadership can support managers who need it.
Get explicit consent first
Every participant needs to know the conversation is being recorded and why, before this playbook is used at all - this is a hard requirement, not optional.
Transcribe and tag themes
The AI identifies recurring topics - feedback avoidance, unclear expectations, lack of follow-up - across multiple 1:1s per manager.
Surface patterns, not individual quotes
Leadership should see 'this manager tends to avoid direct feedback' as a coaching opportunity, not a transcript excerpt used punitively.
Worth knowing
Use this ethically - get informed consent before any recording, store transcripts securely, and never use this analysis as a surprise gotcha in a performance review. The goal is support, not surveillance.