What this audience worries about
Non-technical teams often feel caught between two messages: AI is going to change everything, and AI is just hype. Neither helps them do their jobs. Many people have tried a chatbot once or twice, got a mediocre or wrong answer, and quietly decided it was not for them. Others use AI tools daily but are unsure whether they are doing it safely or well.
Underneath it all is a simple worry: everyone else seems to understand this, and I do not. A good fundamentals session removes that feeling.
What a strong session covers
The goal is not to turn your audience into engineers. It is to give them a working mental model and practical habits. Look for a speaker who will cover:
- What AI is, in plain terms. How today’s tools generate answers, and why that explains both their strengths and their mistakes.
- Where it helps. Drafting, summarizing, brainstorming, organizing information, and other everyday tasks.
- Where it fails. Confident errors, outdated information, and gaps in context, plus simple ways to catch them.
- How to ask well. Writing clear requests with context, examples, and constraints to get useful results.
- Using it responsibly. What not to paste into a tool, and why your organization’s policy matters.
Attendees should leave with a few specific things to try the next day.
How to brief your speaker
Fundamentals sessions depend on pitching the content at the right level. Before the briefing call, collect:
- The functions in the room (finance, operations, member services, and so on)
- How familiar attendees are with AI tools today
- Which tools your organization allows or provides
- Any policies or restrictions the speaker should reflect
- Examples of routine tasks your audience handles every week
Share where the session sits in your agenda. It works well early in a program to give everyone shared vocabulary before more specialized sessions, or as a standalone learning event.
Formats that work
Keynote. A 45 to 60 minute overview builds shared understanding across a large audience and sets the tone for later sessions.
Hands-on workshop. Ninety minutes to a half day lets attendees practice with real tasks and leave with habits they will keep.
Keynote plus breakouts. The speaker sets the foundation, then smaller groups apply it by department or role.
Virtual series. Two or three shorter virtual sessions spaced over several weeks give people time to practice between them.