01 · Models
What can the model actually do for you?
The model is the engine everyone talks about, and the part you control least. Here: what today's models do well for a small business, where they fall over, and how to choose one.
All 3 on models →- Which AI model should a small business use?ChatGPT, Claude or Gemini for a small business: how to choose by the tools you already use and one real job, not by launch headlines or benchmarks.
- What AI can't do for your business (yet)The honest limits of AI for a small business today: what it can't know, decide or be trusted with alone, and how to plan around each limit.
- Free or paid AI for business: what changes?Free AI plans vs business plans for a UK small business: who owns the account, what happens to your data, the limits you hit and the control you get.
02 · Harness engineering
Where does the magic happen?
Around the model: the instructions, tools, checks and rules that turn a clever model into one that does your job the same way every time. Most of the work, and most of the difference, is here.
All 5 on harness engineering →- What is harness engineering? A guide for small businessHarness engineering is everything you build around an AI model so it does your job the same way every time. What it is, why it matters, and how to start.
- How to write instructions an AI will followA plain guide to writing standing instructions for one AI job: what to put in the brief, real examples to include, and the mistakes that make AI ignore it.
- Every AI mistake should become a ruleHow to turn each AI mistake into a written rule or an automatic check, so the same error never reaches a customer twice. A simple habit for small businesses.
- Give AI only the tools it needs: a guide for ownersWhat access to give an AI in a small business, what to never give it, and how to set limits for one job so a mistake can only ever stay small.
- AI agents vs chatbots: what's the difference?The plain difference between an AI chatbot and an AI agent, the middle option most small businesses actually need, and how to tell which one fits your job.
03 · Reliable output
How do you know the answer is right?
With checks that catch a wrong answer before a customer does: tests, review steps and limits on what the AI may do alone. Reliable beats impressive.
All 4 on reliable output →- Why AI makes things up, and how to stop itWhy AI states made-up facts with total confidence, where that hurts a small business, and five steps that keep invented answers away from your customers.
- Which AI jobs still need a person to sign offWhere to keep a person approving AI work in a small business: money, anything you can't undo, messages in your name and decisions about people.
- How to trial AI on one job before you trust itA simple AI trial for a small business: pick one job, set a pass/fail bar before you start, run it alongside your usual way and decide on real results.
- How to check AI's work before a customer sees itA simple way to check AI's work before it reaches a customer: what to look for, which checks a machine can run, and when a person still has to read it.
04 · Staying ahead
How do you keep up without chasing every launch?
AI changes every month. We teach owners what to try, what to ignore and how to tell the difference, so the business keeps up without starting again each time.
All 3 on staying ahead →- Where to start with AI in a small businessHow to choose the first job to hand to AI in a small business, which jobs to leave until later, and a simple first month that keeps mistakes small.
- How to keep up with AI without chasing launchesA 30-minute monthly routine for staying current with AI: what to check, what to ignore, and how to decide when a new model is worth switching to.
- How to get found in ChatGPT and AI answersWhat makes ChatGPT, Claude and Gemini recommend a business, five steps a small firm can take, and what our own AI audit showed about being invisible.
Every post, newest first.
- Why AI makes things up, and how to stop itWhy AI states made-up facts with total confidence, where that hurts a small business, and five steps that keep invented answers away from your customers.Reliable output
- Which AI model should a small business use?ChatGPT, Claude or Gemini for a small business: how to choose by the tools you already use and one real job, not by launch headlines or benchmarks.Models
- Which AI jobs still need a person to sign offWhere to keep a person approving AI work in a small business: money, anything you can't undo, messages in your name and decisions about people.Reliable output
- Where to start with AI in a small businessHow to choose the first job to hand to AI in a small business, which jobs to leave until later, and a simple first month that keeps mistakes small.Staying ahead
- What is harness engineering? A guide for small businessHarness engineering is everything you build around an AI model so it does your job the same way every time. What it is, why it matters, and how to start.Harness engineering
- What AI can't do for your business (yet)The honest limits of AI for a small business today: what it can't know, decide or be trusted with alone, and how to plan around each limit.Models
- How to keep up with AI without chasing launchesA 30-minute monthly routine for staying current with AI: what to check, what to ignore, and how to decide when a new model is worth switching to.Staying ahead
- How to write instructions an AI will followA plain guide to writing standing instructions for one AI job: what to put in the brief, real examples to include, and the mistakes that make AI ignore it.Harness engineering
- How to trial AI on one job before you trust itA simple AI trial for a small business: pick one job, set a pass/fail bar before you start, run it alongside your usual way and decide on real results.Reliable output
- How to check AI's work before a customer sees itA simple way to check AI's work before it reaches a customer: what to look for, which checks a machine can run, and when a person still has to read it.Reliable output
- How to get found in ChatGPT and AI answersWhat makes ChatGPT, Claude and Gemini recommend a business, five steps a small firm can take, and what our own AI audit showed about being invisible.Staying ahead
- Free or paid AI for business: what changes?Free AI plans vs business plans for a UK small business: who owns the account, what happens to your data, the limits you hit and the control you get.Models
- Every AI mistake should become a ruleHow to turn each AI mistake into a written rule or an automatic check, so the same error never reaches a customer twice. A simple habit for small businesses.Harness engineering
- Give AI only the tools it needs: a guide for ownersWhat access to give an AI in a small business, what to never give it, and how to set limits for one job so a mistake can only ever stay small.Harness engineering
- AI agents vs chatbots: what's the difference?The plain difference between an AI chatbot and an AI agent, the middle option most small businesses actually need, and how to tell which one fits your job.Harness engineering