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AI, explained for people running a business
Not for researchers and not for engineers. What the rules actually say, how to set something up without guessing, and what it cost the firms that went first. Every claim links to the source it came from.
The complete guides
The long ones. What the law or the scheme actually says, what it means for a business your size, and what is still unsettled. Reviewed on a schedule, and the review date is on the page.
UK GDPR and AI: when you can let software decide
UK law on automated decisions flipped in 2026: prohibited by default became permitted with four safeguards. What the rules say and when they apply to you.
UK AI funding: what your business can actually get
Grants, free compute and tax relief for UK businesses using AI. What is open now, who each route is really for, and why most AI work does not qualify for the money people assume it does.
Guides
Do one thing, once, without getting stuck. Some are step by step, some are a decision to work through. All of them end with you having done something.
Where to start with AI if you run a UK business
Not a tool list. A way to pick the first thing worth automating, prove it in two weeks, and know when to stop. Written for people with a business to run, not a model to train.
AI for a one-person trade business: a worked example
A solo electrician with two part-time helpers, and the seven jobs AI can realistically take off him. Where the time actually goes, what it is worth, and what to do first.
What AI costs a small UK business, measured against one job
Per-month pricing tells you nothing on its own. Here is the arithmetic that decides it for a trade or service business: how many jobs a tool has to save to pay for itself, and what the real cost actually is.
Do you need a DPIA before using AI on customer data?
A 20 minute check against the ICO's own triggers, for UK businesses about to put personal data through an AI tool. Most cases are decided by two questions.