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FQ AI Summit 2026

Build Leadership Talking Points From an Approved Fact Pack

My notes from attending the FQ AI Summit in New York, November 10, 2026.

Parallel AI Workflows and Human Overrides

How can a leader use AI to prepare a team message without inventing certainty?

Give the AI a fact pack before you ask for prose: the decisions already made, the audience, the reason for the update and the questions still open. A Power Shift speaker described using AI for talking points and town hall content, and that works when the leader supplies what the message is allowed to say.

I'd list anything that shouldn't appear in the draft before asking for an outline. Once you have it, check whether it answers what employees need to understand, including how the decision affects their work. A polished introduction that delays the actual information can go.

Every sentence that sounds like a commitment needs a second look. "We are exploring a training option" shouldn't turn into "Everyone will receive training next month." A smoother sentence isn't worth a promise you can't keep.

Read the draft aloud, swap out language you wouldn't use with your team, and leave room for a direct answer when the honest response is that a decision hasn't been made.

Before delivery, confirm the facts are still current. AI can help arrange the message, and I'd still want the leader standing behind everything people will hear and understand from it.