What AI should draft, and what it should not touch

First drafts of anything with a known shape: session outlines, discussion questions, practice scenarios, summary emails, translated handouts, alternative phrasings of a question that is not landing.

Companies are spending on this. 91% of companies report increasing AI spend in learning and development in 2026, and 59% of global L&D heads rank AI a top priority (Gartner and iVentiv data via VirtualSpeech, January 2026).

Employee names, complaint details, medical information, investigation notes, performance documentation. Anything that identifies a real person in a real situation.

I keep client details out of AI training on my own accounts and say so on my sites, because a promise about privacy that nobody can verify is worth very little.

Notice that the person who stopped typing at minute nine is the one who needed the session most. Decide whether a room is ready for a hard conversation. Take responsibility for a call that turns out to be wrong.

Judgment about people stays with a person who will still be accountable afterward.

One line, before anybody asks. "I drafted these scenarios with AI and rewrote them for us." It costs nothing and it prevents the much more expensive moment where the room discovers it mid session.

Want this applied to your own session?

Book twenty minutes and bring the agenda you are stuck on.