What is an AI maturity assessment?
An AI maturity assessment scores how far an organisation has moved from isolated experiments to routine, governed use of AI across its teams. A useful assessment covers five things: leadership sponsorship, tooling and access, staff skills, workflow redesign, and governance. It is a diagnostic, not a procurement exercise: the output should tell you which of those five is your binding constraint, because that is what determines whether the next round of licences gets used.
How can I evaluate my company's AI maturity for free?
Our AI maturity audit takes about 8 minutes, costs nothing, and returns a personalised report benchmarking your organisation against the methodology used with L'Oréal, Essilor Luxottica and IGN. It is available in English and French.
How do you calculate the ROI of AI adoption?
Start from hours, not licences. Take the hours a workflow consumes today, apply the loaded salary cost of the people doing it, estimate the share AI realistically removes for that specific task, then subtract tooling and training costs. The result should be expressed as a band rather than a single figure, because measured productivity gains vary widely by task type. Licence spend alone tells you nothing about return: an unused seat has a negative ROI whatever the tool costs.
What is a realistic ROI for AI adoption in a UK team?
It depends on team size and how much of the work is language-based. In our AI ROI calculator, a typical 25-person UK team lands between £22,900 and £91,200 a year across the conservative and optimistic bands. The calculator is built on ONS salary data, HMRC employer costs and measured productivity research from the St. Louis Fed, Google AI Works UK and BCG, and it shows its full methodology rather than a single headline number.
Does my UK business need an AI policy?
No UK law requires a standalone AI policy. Several laws make the absence of one expensive: under UK GDPR you remain accountable for personal data staff paste into consumer AI tools, confidentiality duties to clients do not pause because a tool was convenient, and employment and equality law still governs AI-assisted decisions. A short written policy covering approved tools, prohibited data, human review and an approval route is the cheapest practical control most organisations can put in place. Our AI policy generator produces one as an editable Word document in about five minutes.
What should an AI acceptable use policy include?
At minimum: which AI tools are approved and on which account tiers (business, individual paid, or free consumer, because that decides whether your data trains someone else's model); what data must never be entered into them; who checks AI-assisted work before it leaves the organisation; whether and how AI involvement is disclosed to clients; how someone requests a new tool instead of quietly signing up; what to do when something goes wrong, including the UK GDPR 72-hour breach route to the ICO; and who owns the policy and when it is reviewed. Intellectual property and staff training clauses are usually worth adding.
Does the EU AI Act apply to UK companies?
In defined cases, yes. The EU AI Act reaches beyond the EU: it covers providers placing AI systems on the EU market regardless of where they are established, and providers and deployers outside the EU where the output of the system is used in the EU. A UK company with EU customers, EU staff or EU operations should assume it may be in scope until it has checked. This is general information, not legal advice.
What does Article 4 of the EU AI Act require?
Article 4 requires providers and deployers of AI systems to take measures to ensure a sufficient level of AI literacy among the staff and other people operating those systems on their behalf, taking into account their technical knowledge, experience and training, and the context the systems are used in. The obligation has applied since 2 February 2025, with supervision from 3 August 2026. In practice it means documented, role-appropriate training rather than a one-off all-hands briefing.
Are these AI tools really free?
Yes. All three are free to use and none of them requires payment or a sales call. The AI ROI calculator asks for no email at all. The AI maturity audit and the EU AI Act check return a personalised report, so they ask where to send it.
Which free AI tool should I start with?
If you are building the business case, start with the AI ROI calculator: it gives you a defensible number in about two minutes. If you have already decided to invest and need to know where to aim, start with the AI maturity audit. If your organisation operates in or sells into the EU, run the EU AI Act check first, because the AI literacy obligation in Article 4 has applied since February 2025 and is not contingent on how mature your adoption is.