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    Insightful AI

    AI Consulting & Advisory

    AI consulting for UK small businesses and organisations

    We provide independent AI consulting for UK SMEs, charities, and public sector teams. No vendor commissions. No preferred platforms. We assess your organisation, identify where AI can save time or reduce cost, and give you a prioritised plan that reflects your actual situation.

    The adoption roadmap

    1. Assess and align
    2. Build AI fluency
    3. Establish governance
    4. Pilot and prove
    5. Scale and integrate
    6. Sustain and improve
    Every engagement maps to these six stages, whichever service you start with.

    Market context

    abandoned
    42%abandoned
    fail rate
    80%+fail rate
    vs. IT projects
    vs. IT projects

    42% of UK companies abandoned most AI initiatives in 2025, up from 17% in 2024 (S&P Global). Over 80% of AI projects fail, twice the failure rate of traditional IT projects (RAND Corporation). Most of those failures share a starting point: organisations invested in tools before getting independent advice on whether those tools were right for them.

    Starting from
    £1,500 ex VAT
    Advisory day rate
    £1,200 ex VAT
    Typical engagement
    4–8 weeks

    Why this matters

    Most UK organisations know AI is worth their attention. What stops them is far more specific: they don't know which tools are worth their time, whether the advice they're being given is shaped by a vendor relationship, or how to assess what's genuinely worth doing for an organisation their size.

    What is AI consulting and do we actually need it?

    AI consulting means getting independent, expert guidance on where AI can help your organisation, which tools are appropriate for your size and budget, and what a realistic adoption plan looks like. You need it if you've been pitched by vendors, feel uncertain about where to start, or want an honest assessment before spending money on AI tools or implementation.

    Most of the organisations we work with arrive at one of three points. They've received vendor pitches and don't know whether to trust them. They've started using AI tools informally and want to get that under control before it creates a governance or compliance problem. Or they've been asked by a board, trustees, or senior leadership to develop an AI position and need evidence and a structured plan to do it properly.

    All three situations benefit from the same thing: a structured assessment of your operations, your data, your regulatory position, and a prioritised set of recommendations written specifically for your organisation. Not a sector report. Yours.

    What do our AI consulting services cover?

    Our AI consulting services cover four areas: AI readiness assessment, governance and regulatory alignment, vendor evaluation and due diligence, and board-level advisory. They suit organisations entering AI adoption, those reviewing tools already in use, and leadership teams that need independent guidance before making procurement decisions.

    AI readiness assessment

    Examines your operations, data, systems, and team capability against what AI adoption requires. For an SME owner-manager, this means identifying which tasks are genuinely worth automating and which aren't. For a charity, it includes mapping donor and beneficiary data against the ICO's (Information Commissioner's Office) expectations for AI-processed personal data. For a public sector team, it covers procurement route compliance and departmental accountability.

    Governance and regulatory alignment

    Checks your position against UK GDPR (the UK's data protection law, administered by the ICO) and the Data Protection Act 2018. It also covers the Data (Use and Access) Act 2025, which received Royal Assent in June 2025 and made significant changes to how AI-driven automated decisions are treated in UK law from February 2026. Organisations that cannot demonstrate appropriate safeguards are exposed.

    Vendor evaluation

    We examine the tools you've been pitched or are considering, covering how they handle data, what their security configuration requires, and whether the commercial claims hold up. We have no commercial relationship with any AI vendor.

    Board-level advisory

    Gives leadership teams and trustees the analysis they need to make informed decisions about AI investment. This includes briefing materials, attendance at leadership meetings, and written assessments they can take into governance discussions.

    How does the process work?

    All advisory engagements begin with a one-day AI readiness scoping workshop (£1,500 ex VAT), delivered on-site or remotely. The workshop produces a written findings and recommendations report. Advisory work then runs from that baseline at £1,200 per day ex VAT. Most SME and charity engagements use one to four advisory days over four to eight weeks.

    Read more about how we structure every engagement on our How We Work page.

    The scoping workshop gives us the specific information needed to produce organisation-level recommendations rather than generic ones. The written report covers your current AI position, your regulatory exposure, and the use cases worth pursuing, ranked by time-saving or cost-reduction potential.

    Advisory days work through what the report identifies. No repeating ground already documented. No time spent on areas that don't apply.

    Who is this service for?

    Who is AI consulting and advisory right for, and who is it not right for
    Right for you ifNot right for you if
    You know AI is worth exploring but don't know where to startYou already know what you want built. See AI Software Development
    You've been pitched by vendors and want an independent assessmentYou need hands-on AI implementation in daily tasks. See AI at Work
    Your board, trustees, or senior leadership are asking questions you can't yet answerYou only need staff training. See our AI training courses
    You're using AI tools informally and need to govern that use properlyYou need a formal written strategy document. See AI Strategy
    You work in a regulated sector and need vendor-neutral guidance before any procurementYour scope is implementation-only with no assessment phase needed
    You're a charity that needs governance-ready advice before investing in AIYour organisation has already completed a structured AI readiness assessment

    What do we receive as a deliverable?

    You receive a written AI assessment and recommendations report following the scoping workshop. Subsequent advisory days produce deliverables agreed at scope. These include a prioritised list of AI use cases, an implementation roadmap, a vendor evaluation summary where relevant, and an initial AI acceptable use policy appropriate to your organisation's size and regulatory exposure.

    The scoping workshop report alone covers more ground than most organisations have previously mapped. It documents your AI readiness position, identifies the three to five use cases most worth pursuing, sets out your regulatory exposure, and provides a clear order of priority for what to do first.

    If vendor due diligence is needed, we produce a written evaluation of the tools under consideration. If board-level advisory is needed, we prepare briefing documents and attend leadership meetings. If governance documentation is the output, we draft the initial policies and procedures.

    You will never leave an Insightful AI engagement uncertain about what you paid for.

    How much does AI consulting cost for a small business?

    Advisory engagements begin with a one-day scoping workshop at £1,500 ex VAT, which produces a written assessment and recommendations report. Advisory work beyond that runs at £1,200 per day ex VAT. Most SME and charity engagements use one to four advisory days.

    For comparison: independent AI consultants in the UK charge £50 to £300 per hour. G-Cloud senior advisory rates run £1,250 to £1,650 per day. Big Four strategy engagements start at £3,000 and reach £50,000 or more for larger scopes.

    Our pricing is set to make expert, governance-led advisory accessible to SMEs and charities. Organisations that need this quality of advice should not be paying enterprise consulting fees to get it.

    The difference between organisations that succeed with AI and those that abandon it is rarely talent or budget. It's whether they started with an honest, specific assessment rather than a vendor's roadmap.

    Not ready for a conversation yet? The assessment helps you understand where your organisation stands.

    Frequently asked questions

    What experience do you have with organisations our size or in our sector?
    We work primarily with UK SMEs, charities, and public sector organisations, with a base in North West England and clients across the United Kingdom. We have delivered advisory work for the National Emergencies Trust, Cheshire Community Foundation, Cumbria Community Foundation, and Book Aid International. Ben has delivered AI briefings for the National Crime Agency, the National Police Chiefs' Council, and the North West Regional Organised Crime Unit. Our advisory draws on Ben Sefton's 28-year background in public sector leadership and Kane Lukassen's technical expertise in data science and AI system implementation.
    Will you just tell us what we already know?
    No. Every engagement starts with a structured assessment of your specific operations, data, and regulatory position. The output is written for your organisation, not taken from a template. The scoping workshop spends a full day working through your real processes: what your team does, what data you hold, which tasks take most time, and where your compliance position creates risk or opportunity. The report that comes out of that day is about you, not a sector average.
    What does the process look like, and how long does it take?
    The scoping workshop runs for one full day and produces a written report within five working days. If you proceed to advisory days, most SME engagements run over four to eight weeks. A standard engagement is one scoping workshop and two to three advisory days. From first contact to final report, most straightforward scopes complete in four to six weeks.
    What exactly do we receive as a deliverable?
    Following the scoping workshop, you receive a written findings and recommendations report. This covers your AI readiness position, prioritised use cases, regulatory exposure, and a clear order of action. Advisory days produce deliverables agreed at scope, which include a vendor evaluation, an implementation roadmap, and an AI acceptable use policy. You will always receive documented outputs, not verbal briefings with no follow-up.
    How much does AI consulting cost for a small business?
    The scoping workshop costs £1,500 ex VAT and produces a full written report. Advisory days beyond that run at £1,200 per day ex VAT. A typical SME engagement of one workshop and two advisory days costs significantly less than a single day with a Big Four firm, and produces specific, organisation-level findings rather than a generalised sector view.
    How do you stay independent when recommending tools?
    We don't receive commissions from technology vendors, hold preferred supplier arrangements, or represent any AI platform. Our advice is shaped solely by what works for your organisation's specific needs, budget, and risk profile. If the right answer is a free or low-cost tool, we'll say so. If the right answer is nothing yet, we'll say that too. We can confirm our independence formally in any engagement letter if that supports your due diligence or procurement process.
    What happens after the advisory and who implements the recommendations?
    We can. Specific tasks that need hands-on implementation move into our AI at Work service. A need for a formal written strategy goes to our AI Strategy service. Governance as the primary output moves to our AI Ethics and Governance service. Some clients take the advisory report and implement in-house. Others move into a delivery engagement. A few return after six months to assess progress. We'll tell you honestly which option fits before the advisory ends.
    What if our organisation is not digitally mature?
    You don't need to be digitally mature to benefit from AI consulting. Most advisory engagements with smaller organisations start at exactly the point where digital maturity is limited: spreadsheets still in use, systems that don't connect, teams with limited experience of specialist technology. The scoping workshop assesses where you are, not where you think you should be. The recommendations we produce reflect your starting point.