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Topic · 40 articles

AI strategy and readiness

Working out where AI could help a business, whether the business is ready for it, and what to do first.

  • Choosing a consultant

    AI buyer's guidebook for UK businesses

    A guidebook for UK businesses buying AI help, from naming the problem to contracts, security questions and life after go-live.

    3 min read

  • Choosing a consultant

    Choosing an AI consultant for entrepreneurs

    How to choose an AI consultant for entrepreneurs: find a growth partner, spot new opportunities, share risk fairly and keep what you build.

    5 min read

  • Choosing a consultant

    Choosing an AI consultant for startups

    How to choose an AI consultant for startups: product or operations work, fractional CTO or agency, owning your code, lock-in and investor readiness.

    4 min read

  • 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

  • Working in AI

    AI consultant's guidebook: scoping, pricing and ethics

    A guidebook for AI consultants working with UK businesses, covering scoping, pricing approaches, clear proposals, ethics and honest evidence.

    3 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 support and funding

    AI grants and funding for UK SMEs

    What AI grants UK SMEs can apply for, including Innovate UK BridgeAI, what grants rarely cover, and how to read a competition brief before you apply.

    6 min read

  • AI roles and leadership

    AI non-executive director: when your board needs one

    When an AI non-executive director makes sense for a UK business, what to look for, the cheaper alternatives, and how to find and brief one.

    6 min read

  • Choosing a consultant

    Security questions to ask an AI supplier or consultant

    The security questions to ask an AI supplier or consultant before you sign, with what good and worrying answers look like.

    5 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

  • AI roles and leadership

    Board oversight of AI: a plain guide for SME boards

    How a small or mid-sized board can oversee AI in plain terms, with questions to ask, a simple AI register, risk appetite and regular reporting.

    6 min read

  • AI in practice

    Bringing your team with you: people and change in AI

    AI tools fail when staff do not trust or use them. How a small business can involve its team, talk honestly about change and build skills in everyday work.

    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

  • AI roles and leadership

    Fractional chief AI officer: when it makes sense

    When a fractional chief AI officer (fractional CAIO) suits a UK business, how to scope the role, common cost models, and how to avoid becoming dependent.

    5 min read

  • AI roles and leadership

    Fractional CTO, CIO or CAIO: which do you need?

    The difference between a fractional CTO, CIO and chief AI officer, in plain terms, and how a UK business can tell which part-time leader it needs.

    5 min read

  • AI in practice

    Getting your data ready for AI without a big clean-up

    You do not need perfect data to start with AI. How to tidy just the information your first use needs, and avoid the mistakes that make AI confidently wrong.

    6 min read

  • Choosing a consultant · Guide 4 of 7

    How much does an AI consultant cost in the UK?

    Dated UK day rates and typical small-business AI spend from named sources, and what that budget buys from an AI consultant.

    9 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

  • Working in AI

    How to become an AI non-executive director

    How to become an AI non-executive director in the UK, from routes in and what boards expect, to time, liability and handling conflicts if you also consult.

    5 min read

  • Choosing a consultant · Guide 7 of 7

    How to check an AI consultant's credentials

    How to check an AI consultant's experience, references and case studies before you sign, and which claims are worth checking first.

    7 min read

  • Choosing a consultant · Guide 1 of 7

    How to choose an AI consultant

    How to choose an AI consultant or AI consultancy in the UK: define the problem, compare fairly and start with a small, paid first project.

    8 min read

  • Choosing a consultant

    How to tell if an AI demo will work for your business

    A polished demo shows an AI tool can work, not that it will work on your data. How to test a demo properly before you sign anything.

    7 min read

  • AI for small business

    How to use AI to grow a business: a 90-day plan

    How to use AI to grow a business: pick one or two growth levers, run a 90-day test, measure payback honestly. The full guide is a book.

    5 min read

  • Choosing a consultant · Guide 5 of 7

    How to write an AI project brief

    A one-page brief gets you better proposals and fairer quotes. What to put in each section, with a free template to download.

    8 min read

  • Choosing a consultant

    How will your AI consultant measure success?

    The questions to ask before an AI project starts about baselines, measures and review dates, so you and your consultant agree what success means.

    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

  • Working in AI

    How to offer fractional AI leadership services

    How to offer fractional AI leadership to UK businesses, from defining scope and contracts to employment status, conflicts of interest and ending well.

    5 min read

  • Choosing a consultant · Guide 2 of 7

    Questions to ask an AI consultant before you hire

    Before you hire an AI consultant, ask these questions. They separate a good adviser from a good salesperson, with what a strong answer sounds like.

    7 min read

  • Choosing a consultant · Guide 3 of 7

    Red flags when hiring an AI consultant

    Warning signs that an AI consultant is overselling, under-qualified or about to lock you in, and what to do when you spot one.

    7 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 support and funding

    The UK's AI plans: what they mean for SMEs

    What the AI Opportunities Action Plan and the SME Digital Adoption Taskforce actually announced, what is only recommended, and what it means for SMEs now.

    5 min read

  • AI support and funding

    AI support for small businesses in the UK: free help

    Where UK small businesses can get free AI help and support from government, from business.gov.uk and Growth Hubs to free training and cyber advice.

    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

  • Choosing a consultant

    Why we ask each question in the AI project brief

    What each section of our free AI project brief template is for, what a good answer looks like and where to read more before you fill it in.

    6 min read

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

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