AI Glossary
The AI terms small business owners actually run into, explained without the jargon. If a word here shows up in a conversation about your business, this is what it means and why it might matter to you.
AI fluency
The ability to use AI tools well in everyday work, not just knowing they exist. It's less about understanding how AI works under the hood and more about knowing when to use it, what to ask it, and what to double-check. This is the whole idea behind YourGuide4AI, helping small business owners build real AI fluency instead of just installing another tool they never quite figure out.
Prompt
The instruction or question you give an AI tool to get a useful response. A vague prompt gets a vague answer; a specific one, with context about who it's for and what you're trying to accomplish, gets something usable. Teaching people how to write a good prompt is one of the most practical things Laura does in a session, it's often the difference between "AI didn't help" and "AI just saved me twenty minutes."
AI hallucination
When an AI tool states something confidently that isn't actually true, a fact, a quote, a number, a source, that it essentially made up. It happens because AI predicts likely text rather than looking things up. Knowing this is real, and how to spot it, is part of using AI safely, which is exactly why Laura walks clients through what to trust and what to double-check.
Large language model (LLM)
The technology behind tools like ChatGPT and Claude, trained on huge amounts of text so it can generate humanlike responses. Most small business owners don't need to understand the technical details, they need to know what it's good at and where it falls short. That practical distinction is what Laura focuses on with clients rather than the underlying tech itself.
AI adoption
The process of actually integrating AI into how a business runs day to day, not just trying it once and putting it aside. Adoption is where most people get stuck, they try a tool, it doesn't fit their workflow, and they give up. YourGuide4AI exists specifically to close that gap between trying AI and actually adopting it.
Data privacy for AI tools
Understanding what information is safe to put into an AI tool and what isn't, client details, pricing, anything confidential. Not every AI tool handles data the same way, and default settings aren't always the safest ones. This is a standing part of every session Laura runs, she walks clients through exactly what's safe to share and what to keep out.
AI agent
An AI tool that can take multi-step action on its own, not just answer a single question, but actually complete a task across several steps. This is a newer and more advanced concept than most small business owners need on day one, but it's part of where the technology is heading, and something Laura helps clients understand as it becomes more relevant to their work.
Skills
A packaged set of instructions you give an AI tool so it handles a specific task the same way every time, an intake form, a report format, a proposal template. Claude, from Anthropic, calls this feature Skills. Other AI tools are building toward similar ideas under their own names, so if you use a different tool, ask what feature lets it remember and reuse your process, not just your conversation. Once a skill is set up, you stop re-explaining yourself every time, the AI just applies it. For a small business owner, that's one of the better time paybacks going, setting one up once for something you do every week means every future version starts already built to fit how you work.
Workflow automation
Setting up a repeated task, like a follow-up email, a scheduling reminder, or a standard reply, so it happens without someone doing it by hand every time. This is often where the biggest time savings show up for small business owners, quietly fixing the repetitive stuff that eats a day without anyone noticing how much time it adds up to.
Generative AI
AI that creates new content, text, images, even code, rather than just analyzing or sorting existing information. ChatGPT and Claude are both generative AI tools. It's the category most people mean when they say "AI" today, and it's the category YourGuide4AI focuses on helping small businesses use well.
Chatbot
A tool that holds a conversation with a person, answering questions or handling simple requests automatically. Chatbots range from simple scripted ones to full AI-powered assistants. Whether a chatbot makes sense for a specific business depends a lot on what it's for, which is the kind of practical call Laura helps clients make.
AI literacy
Understanding, at a basic level, what AI can and can't do, so you can make good decisions about when to use it and when not to. It's related to AI fluency but more foundational, literacy is knowing the basics, fluency is being comfortable using it well. Building this foundation, without jargon, is where Laura starts with almost every client.
Machine learning
A branch of AI where a system improves at a task by learning from data and examples, rather than being explicitly programmed for every situation. It's the broader technology that modern AI, including large language models, is built on. Small business owners rarely need to think about machine learning directly, they need to know what the tools built on it can actually do for them, which is where Laura's work picks up.