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Topic · 14 articles

AI automation

Using AI to take repetitive work out of everyday processes, often by connecting the tools a business already uses.

  • Choosing a consultant · Guide 6 of 7

    AI consultant vs agency vs freelancer: which fits?

    AI consultant, AI automation agency or freelance AI consultant? How they differ in cost, scope and risk, and which kind of help your project needs.

    8 min read

  • AI for small business

    AI for small businesses (10 to 49 staff)

    For firms with 10 to 49 staff: realistic first AI projects, how to buy help, what businesses this size spend and the free support available.

    7 min read

  • AI in practice

    AI for large organisations and public bodies

    AI for large organisations with 250+ staff and public bodies: buying through frameworks such as G-Cloud, supplier security checks, board oversight and AI NEDs.

    6 min read

  • AI in practice

    AI for medium-sized businesses (50 to 249 staff)

    AI for medium-sized businesses with 50 to 249 staff: first projects, running a supplier process, security checks, fractional leadership and board oversight.

    6 min read

  • AI for small business

    AI for micro businesses and sole traders

    What AI can realistically do for a sole trader or a business with up to 9 staff, where to start, what help costs and where to find free support.

    7 min read

  • AI for small business

    AI for small business: a plain-English guide

    What AI can and cannot do for a small business today, where to start, and how to tell a useful tool from an expensive distraction.

    7 min read

  • AI for small business

    Becoming an AI-enabled business: beyond the tools

    AI transformation for a small business changes more than software: how work, ownership and know-how are organised, and what you can skip.

    6 min read

  • Choosing a consultant

    Build, buy or bring in help: choosing your AI route

    Check the AI in tools you already pay for first. When to buy a product, build something custom, or bring in AI consulting services.

    7 min read

  • Choosing a consultant

    How to avoid AI lock-in when you hire outside help

    What AI lock-in looks like for a small business, and the questions about your data, exports and handover to settle before you sign anything.

    6 min read

  • AI in practice

    How to tell whether AI is paying off

    Logins and time saved do not prove an AI tool is worth it. Measure the full cost of each finished task against a baseline, and how often people overrule it.

    6 min read

  • AI in practice

    Keeping a human in charge: simple AI guardrails

    Practical guardrails for AI tools and agents in a small business. Decide what AI may do alone, what needs a person's approval, and how to undo mistakes.

    6 min read

  • AI for small business

    Start with the problem, not the tool: your first AI use

    How to pick a first AI use case that is worth doing, from a short list of everyday tasks, and how to check that AI is the right answer at all.

    6 min read

  • AI in practice

    What a good first AI project looks like

    How to pick, size and measure a first AI project in a small business, with clear rules for when to stop and when to scale up.

    6 min read

  • AI in practice

    Why AI pilots stall, and how to stop yours stalling

    Most AI trials that go nowhere fail for ordinary reasons. How to run a small pilot that ends in a clear yes or no, and survives contact with real work.

    7 min read

Independent advice on choosing and using AI, for UK businesses.

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