Open cold. Thirty seconds. "James just showed you what's possible on a Saturday. I'm going to show you the six flaws that are always true about these tools, and how to decide what to turn on Monday morning." Land. Breathe. Move on.
Read line by line. Beat after "never go away" and again after "catch them." The honest message: no new model and no "production" system makes these disappear. Big companies build layers of engineers to watch for them. You don't have that layer. Your habits are the layer. The word "catch" is intentional. It frames this as standing watch, not as solving. Then pose the question. Don't answer it yet. Tell them to hold it in their head through the next six minutes.
This is the one everyone's been burned by. Get a show of hands: "Who has had AI make up a fact with a straight face?" Every hand goes up. Normalize it. It's not a bug, it's the shape of the tool.
This one is invisible, and that's what makes it dangerous. A prompt that worked in January may quietly stop working in April because a new model shipped, not because anything on your end changed. The habit here is the fix.
This matters the first time something goes wrong. A customer calls upset. You need to reconstruct what happened. Without a log you have nothing. Keep the log. Five seconds per row.
Real story. A founder plugs AI into their phones, gets excited about it routing four hundred calls overnight. Bill arrives: twenty-eight hundred dollars that week. Every vendor has spend caps. Set them on day one.
The assumption that it "learned" your business from a conversation last week is one of the biggest causes of confidently-wrong output. Every conversation is fresh. Feed it what matters, every time.
Customer data. Contracts. Financials. Health info. Use a business-agreement tool or don't use AI for that step. Simple rule, works forever.
This is the moment the question from slide 2 gets answered. This is not "small business can't do AI." It's "know what you're signing up for when you turn it on." Red today doesn't mean red forever. It means the engineering burden is higher than what you can absorb alone right now.
This is where the room gets hopeful again. Energy up. The highest-leverage use of AI for a solo founder is not a customer-facing robot. It's removing the fifteen hours a week you spend writing, summarizing, and researching. The review step is automatic. It's you, reading the draft before sending. That single habit catches five of the six flaws.
Not forbidden. Just later. The hand-off to a customer is where "confidently wrong" stops being embarrassing and starts being expensive. Treat customer-facing automation as a Phase 2 decision, not a Saturday project.
This is the actionable close. Every person in the room leaves with one thing to do. No tools to buy. No consultant to hire. Two weeks, one task, a tally sheet. This is how they learn the six flaws in their own business, for free, without betting anything.
Hold the last line. "Know the six flaws that never go away, and you'll know what you can safely use these for today, and what to wait on until your business can support the engineering to watch for them. That's the whole game." Then stop. Hand back to James for Q and A.
Contact slide. Keep it up while James runs Q and A.