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Much Ado About AI: How Small Businesses Can Choose Better Tools and Get Better Results
Episode 3 • 24th September 2026 • Earn Your Seat • CJ Williams
00:00:00 00:38:32

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Artificial intelligence can help a small business move faster—but only when it understands the business it is being asked to support.

In this special live edition of Earn Your Seat, Marcela Shine of Ready, Plan, Grow! joins local technology leaders José and Pedro for “Much Ado About AI,” a practical conversation presented by the Charlotte Latin American Chamber of Commerce.

Rather than offering another basic tutorial on how to use ChatGPT, the presenters examine the decisions business owners need to make before relying on AI. They explain why context matters more than the perfect prompt, how hallucinations happen, and why AI should understand your customers, pricing, processes, goals, and business model before you trust its recommendations.

The conversation also explores the differences between tools such as ChatGPT, Claude, Gemini, Perplexity, and NotebookLM; how token limits affect workflows and costs; the risks of placing sensitive company information into public platforms; and how Markdown files and reusable AI skills can make recurring tasks more efficient.

You’ll learn:

• Why context is more important than chasing the perfect prompt

• How to reduce unsupported statistics and AI hallucinations

• Why every business should create a company profile or knowledge base for AI

• How to choose different AI tools for different types of work

• What tokens are and why usage limits matter

• How to protect sensitive business information

• How AI can question your assumptions and strengthen your strategy

• Why Markdown files can make information easier for AI to process

• How reusable AI skills can streamline recurring business tasks

Episode chapters:

00:00 — Why you shouldn’t overpay for basic AI training

01:47 — Meet the presenters

04:04 — Context matters more than the perfect prompt

06:33 — Why AI hallucinates and reinforces assumptions

08:18 — Building an AI profile for your company

11:28 — Comparing ChatGPT, Claude, Gemini, and other tools

12:55 — Understanding tokens and managing AI usage

16:09 — A multi-tool workflow for business projects

19:36 — Privacy, company data, and protected AI environments

21:37 — Why small businesses should explore NotebookLM

22:39 — Audience questions about guardrails and resource management

24:24 — Choosing models without wasting computing capacity

27:59 — Using Perplexity to verify and challenge research

31:34 — Using AI to question your business strategy

33:57 — Practical AI tips from the room

35:27 — Why Markdown files can improve AI workflows

38:07 — Creating reusable AI skills for recurring tasks

“Much Ado About AI” was presented as part of the Connector Series: Business Skills Edition by the Charlotte Latin American Chamber of Commerce and captured by QC Amplified.

Earn Your Seat features practical conversations with the entrepreneurs, experts, and community leaders helping shape Charlotte’s business community.

Follow QC Amplified for more local conversations, event coverage, and business insights.

#ArtificialIntelligence #SmallBusinessAI #CharlotteBusiness #LatinoBusiness #EarnYourSeat #QCAmplified

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