AI in Plain English

What AI can do for an owner-run business, explained without the hype, from how the tools work to using them on your own data and running a model yourself.

Oct 17, 20267 min

How Should You Use AI in Your Business?

How can you use AI in your business? Match each task to one of four levels, from asking a chatbot to handing off a whole job, and stop at the first level that works.

Read the article

How it works

Oct 17, 20266 min

Beyond Search: Prompts, ChatGPT Projects and Folders

A ChatGPT project is a saved workspace that holds your files and standing instructions, so the model starts every chat already knowing your business. It's the third step in a progression that runs from search to prompting to projects to a folder on your own computer.

Read the article

Oct 17, 20266 min

What Is MCP? APIs and Connectors in Plain English

MCP, the Model Context Protocol, is a shared standard that lets an AI model plug into your other software, such as your calendar, your books, or your files. An API is the door a program opens, a connector is the hallway someone already built through it, and MCP is the plug any AI tool can use.

Read the article

Oct 17, 20265 min

What Is an AI Harness? The Program Around the Model

An AI harness is the program wrapped around a model, meaning the app, its tools, its memory, and its rules. For most small businesses that program shapes the daily experience more than the model does, so pick it first.

Read the article

Oct 17, 20266 min

What Is a Local LLM, and How Does It Work?

What is a local LLM? It's an AI you install and run yourself, so your questions stay private and it keeps working offline. Here's how one answers without calling home.

Read the article

Oct 17, 20265 min

What Is Model Routing? The Right AI for Each Job

Model routing saves money by matching each AI request to the cheapest model that can handle it. Here's how to split routine work from judgment work, and when to do it yourself.

Read the article

Oct 17, 20265 min

What Is an AI Agent? Start With What Came Before

What is an AI agent? A chatbot answers once and waits, while an agent keeps working, checking results and choosing next steps. Here's where that loop helps and where it fails.

Read the article

Oct 17, 20265 min

Frontier vs. Open-Source AI Models, Explained

A frontier model is the most capable AI you can rent, running on a big lab's servers. An open-weight model is one you can download, run on your own machine, and inspect, usually a few months behind the best rented ones.

Read the article

How to use it

Oct 17, 20265 min

Data Integration for Small Business, in Plain Terms

Data integration for small business starts with one question your systems can't answer apart, such as which jobs pay, and connects the two that hold the answer.

Read the article

Oct 17, 20266 min

What Your Internal Data Can Tell an AI Model

Your register, books, calendar, and files let an AI model answer questions about your actual business instead of an average one. Here is what each record type can tell it, and where the records fall short.

Read the article

Oct 17, 20266 min

What External Data Can Do for a Small Business

External data is the public record of what's happening around you, like the weather, the school calendar, local events and tax receipts. Joined to your own sales history, it can tell you which of those things moves your numbers and by how much.

Read the article

Oct 17, 20265 min

AI Automation for Small Business, Explained

Most of the hours a small business gets back come from moving information that already exists, and much of that needs no AI model at all. Here is the difference between automation and generation, where the hours come from, and what to leave alone.

Read the article

Oct 17, 20265 min

AEO vs. SEO: What Changes and What Carries Over

AEO vs. SEO comes down to who reads your page. Search engines rank it and AI models quote it, so most SEO work still counts while reviews and outside mentions count for more.

Read the article

Oct 17, 20266 min

Why Reviews Now Write Your AI Search Answer

When an AI model describes a local business, it leans on what customers wrote about it. Reviews keep arriving, so a business that asks every customer, within Google's rules, keeps rewriting its own AI answer.

Read the article

Oct 17, 20266 min

AI Agent Permissions: How Much Access to Give

AI agent permissions should grow with trust. Start a tool reading a single system, expand only after it proves reliable, and plan how to shut it off before granting anything.

Read the article

Local models

Oct 17, 20264 min

Do You Need Private AI? Why Run a Local Model

Most small businesses don't need a private AI model. The ones that do hold data they can't send out, like patient records or client files, and even they usually have a cheaper option first: a business-tier cloud plan with a signed agreement.

Read the article

Oct 17, 20266 min

Is ChatGPT HIPAA Compliant? AI for Regulated Offices

HIPAA compliant AI takes a business plan and a signed BAA, never a free app. Here's what medical, law, and tax offices should check before client data goes into ChatGPT or Claude.

Read the article

Oct 17, 20266 min

Bits, Gigs, and Context: Sizing a Local AI Model

Local LLM hardware requirements come down to memory. Here's how to estimate the gigabytes a model needs from its size and bit depth, and why long documents need headroom.

Read the article

More on AI

Sep 7, 20265 min

What Building a Business in a Weekend Really Proves

I built a live weather service for the High Country in a weekend, alone, and I'm no genius. That's a warning, not a flex: when capability gets this cheap, the thing worth building is the part only you know about your own business.

Read the article

Jul 25, 20265 min

Why Does AI Writing Still Sound Like AI?

You tell it not to sound like AI and it does anyway. The tells aren't choices the machine makes; they're its default sentence shape, like an accent, so the fix is a review step that catches them, since no instruction reaches deep enough to prevent them.

Read the article

Jul 20, 20265 min

The Mechanisms Behind the Magic

Computing got easy enough to feel like magic, and then AI arrived and the feeling never wore off. There are mechanisms under there, and the one that explains the most is which direction the explaining runs.

Read the article

Jul 20, 20264 min

What Does "Best" Even Mean?

Ask an AI to make you the best restaurant in Boone and it has to guess what you meant. The guess is where the disappointment comes from, and ten minutes with a pen is the fix.

Read the article

Apr 10, 20263 min

What AI Search Means for Small Businesses

AI-generated answers are changing how customers find local businesses. Here's what that means for your visibility — and what to do about it.

Read the article

Rather have someone work through this with you?

The assessment is free. I pull your public data and show you what I see, and your numbers stay yours.

Book a free assessment