Guides · 27 published

Getting started with AI for your business.

Most AI writing online is either a US enterprise glossary or vendor hype. These are neither: plain English, UK examples, GBP costs — and we’ll tell you when AI is the wrong tool.

Start here

The glossary is the map. The explainers and how-tos go deeper on the questions owners actually ask.

The AI glossary Free readiness assessment

We get paid to ship things that work — not to sell you on the idea of AI.

That gives us a bias worth having. These guides are honest about the parts vendors gloss over: the running costs, the failure modes, and the jobs a spreadsheet still does better. Every one ends with a genuine next step rather than a hard sell.

All guides

Everything published.

How-to guides5 AI quick wins UK small businesses can set up this weekFive practical AI quick wins you can set up this week — the tools, setup time, monthly cost, hours saved, and where each one breaks. UK-focused.11 min Explainers7 mistakes UK small businesses make with AI (and how to avoid them)The 7 mistakes businesses make with AI — buying tech before naming the problem, leaking client data, and more — plus the fix for each.12 min ExplainersAI agency vs freelancer vs hiring in-house: what each really costs youAI agency vs freelancer vs in-house hire: the true cost of each route for a UK business, including the hidden costs of management, ramp-up and key-person risk.10 min ExplainersAI and GDPR: what UK small businesses must knowHow UK GDPR, the Data Protection Act 2018 and ICO guidance apply to everyday AI use in a small business — lawful basis, DPIAs, US tools and Article 22.10 min GlossaryAI glossary for UK business ownersPlain-English definitions of 40+ AI terms, each with a UK business example and an honest verdict on whether you actually need to care.14 min ExplainersAI hallucinations, tokens and context windows: the jargon that hits your bills and your riskWhat an AI hallucination, a token and a context window actually are — and how each one maps to real cost and real risk for your business.12 min How-to guidesAI tools for small business: what's actually worth it in the UK (with real prices)The best AI tools for small business in the UK, with real monthly prices, free-tier notes and honest verdicts — including the ones to skip.13 min ExplainersAI, machine learning, LLMs and agents: what's the difference?The difference between AI, machine learning, LLMs and agents — plain-English definitions, a comparison table, and where each one fits a business problem.11 min How-to guidesAn AI use policy for your team: a free UK templateA free, copy-and-adapt AI use policy template for UK small businesses: what your team may and may not paste into AI tools, how to roll it out, and when to review.9 min ExplainersCan I put my company data into ChatGPT? What's safe and what isn'tCan I put company data into ChatGPT? What's safe, what isn't, the training risk, GDPR angle, and the business tiers that don't train on your data.10 min ExplainersChatbot vs a custom AI system: which does your business actually need?Chatbot vs custom AI system: which does your business need? An honest UK guide to the cost, ownership, data and reliability trade-offs, and where each one wins.10 min ExplainersHow to Automate Your Business Without Overbuilding: Off-the-shelf, No-Code, or Custom BuildHow to automate your business without overbuilding: a build-vs-buy framework for your first AI project — off-the-shelf, no-code, or custom, for UK businesses.13 min How-to guidesHow to avoid vendor lock-in when you commission custom softwareHow UK small businesses can avoid vendor lock-in when commissioning custom software — the contract, code, and data questions to ask before you sign, not after.10 min How-to guidesHow to choose an AI development company in the UK: a buyer's checklistHow to choose an AI development company in the UK: the red flags, the questions to ask before signing, and how to compare quotes without getting burned.10 min How-to guidesHow to start using AI in your business: a UK step-by-stepHow to start using AI in your business (UK): start with a costed problem, run a cheap test, and spend in the right order — free tools to a built system.12 min How-to guidesHow to use ChatGPT for your business: 8 real use cases for UK ownersHow to use ChatGPT for business in the UK: 8 practical use cases with copy-paste prompts, honest caveats, and privacy notes for owners.12 min ExplainersIs your business ready for AI? An honest 10-point checklistAn honest AI readiness checklist for UK businesses: 10 yes/no signals, a simple score, and what to do next — from free tools to a proper build.11 min ExplainersMore automation than anyone can maintain? Signs you've over-automated a processSigns you've over-automated a process: how to tell when automation costs more than it saves, and the honest way to unwind it without losing the real wins.11 min ExplainersNo-code vs custom software: how to actually choose for a UK small businessNo-code tools vs custom software for UK small businesses — what no-code is genuinely good at, where it breaks down, and how to tell which one a job actually needs.12 min How-to guidesOff-the-shelf tool or custom build? When your business actually needs custom softwareWhen does a business need custom software instead of buying a tool? A build-vs-buy framework for UK SMBs — five real signals, a simple threshold, honest costs.12 min ExplainersRAG, fine-tuning and prompting: which one does your business actually need?RAG, fine-tuning and prompting explained in plain business terms — what each does, when to use it, rough cost, and the honest verdict.11 min How-to guidesShould you fix a broken process before you automate it?Should you fix a messy process first, or automate it as-is? The honest answer, a 5-minute consistency audit, and the right order to do it in.11 min ExplainersWhat is an AI agent? A plain-English explanation for business ownersWhat is an AI agent? A plain-English guide for business owners — what agents actually do, a real UK example, the risks, and what one costs to build.12 min ExplainersWhen AI is the wrong tool for the job (and what to use instead)When is AI the wrong tool? Six honest signals AI is the wrong answer for a UK business task — and the cheaper, more reliable thing to use instead.11 min How-to guidesWhen do you actually need a CRM instead of a spreadsheet or your inbox?When a small UK business actually needs a CRM instead of a spreadsheet or inbox for sales — the real signs, a rough cost ladder, and when a CRM is overkill.11 min How-to guidesWhen do you actually need an internal tool instead of a spreadsheet or email chain?When a small business actually needs a custom internal tool instead of a spreadsheet or email chain — the real signs, a rough UK cost ladder, and when not to build one.13 min ExplainersWhere AI helps (and where it doesn't) across marketing, ops, finance and customer serviceThe best ways to use AI in business by function — what genuinely works and what's overhyped across marketing, operations, finance and customer service.12 min

Read enough? Get a straight answer on your business.

The free readiness assessment scores where you are and names the honest first move — including when that move is to do nothing yet.

Take the assessment How much does AI cost?