FREE GUIDE · NO EMAIL REQUIRED
Your team is already using AI.
Do you actually know how it works?
Most small and mid-sized teams are using AI tools right now, sanctioned or not, with a plan or without one. Before you can make a good decision about any of that, you need a clear, jargon-free picture of what these tools actually are, and what they are not. That’s the whole job of this guide.
20-slide PDF · about a 15-minute read · download instantly, no form to fill out
THE STARTING POINT
Not another AI hype deck.
This isn’t strategy, and it isn’t a pitch for anything. It’s the plain-English version of what’s actually happening when someone on your team types a question into a chatbot — why it sounds so confident even when it’s wrong, and where that habit can quietly cost you.
Get this part right first. Everything else — where AI is already running in your business, what to do about it, what’s worth building — gets a lot clearer once the mental model is solid.
WHAT’S INSIDE
Six stops, one through-line.
Everything traces back to one idea: these tools predict text, they don’t think. Here’s how the guide gets you there.
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01
The Mental Shift
Why calling it “artificial intelligence” is a marketing decision, not a technical one.
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02
The Vocabulary
AI, ML, neural networks, GenAI — what each term actually means, and how they nest inside each other.
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03
How It Actually Works
The plain-English version of how a chatbot turns your question into an answer. Mechanical, not magical.
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04
Why It Makes Things Up
Hallucinations explained — and why every AI output still needs a human check before you use it.
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05
Where It Wins, Where It Fails
The tasks it’s genuinely great at, and the ones — facts, math, anything recent — where it’ll quietly get you in trouble.
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06
Use It Safely and Well
What not to paste into a chatbot, and five habits that separate people who get real value from those who get burned.
BUILT FOR
Owners and leaders of SMB teams in the Carolinas
Your people already have access to AI tools, whether or not there’s a policy attached to that. This guide gives you and your team the same foundation — so the next conversation about AI in your business starts from a clear head, not a headline.
PREFER TO WALK THROUGH IT LIVE?
I teach this same material in person, too.
The guide is the fastest way to get grounded on your own. But if you’d rather work through it with your team and ask questions as they come up, I run the same material as a live session — small group, five people max, no pitch tacked onto the end.
See the live Demystifying AI session →WHO WROTE THIS
Dan Bond, Founder & Principal Advisor
26 years at Microsoft, most recently as Director of AI Strategy & Transformation for the Americas. I turn ambitious AI strategy into adoption that actually sticks. Now running LumenForge Advisors, I bringthat same rigor to businesses that don’t have an enterprise budget or a bench of consultants behind them.
Read more about Dan →Get grounded before you decide anything.
Free, plain-English, no email required. Fifteen minutes now saves a lot of guessing later.
Download the Free Guide → Or book the live session instead →