Free government AI feasibility reports for UK SMEs: what to do next

A number of government-backed schemes are now offering free AI feasibility and readiness reports to UK small businesses. The numbers are real: the Bridge AI programme, part of a £100m AI adoption package announced in June 2026, is matching businesses with AI support and practical guidance. A fuller breakdown of what was in that announcement and which parts are actually worth your time is in the post on what the government's AI funding means for UK SMEs. In the West Midlands, a regional scheme is reported to be funding up to 50 free AI feasibility reports for eligible SMEs. London's mayor has announced a reported £12m programme that includes free readiness assessments for small businesses in the capital.

If any of that applies to you, the first message is simple: claim what is on offer. Free professional-grade analysis of your AI readiness is worth having, and that is not a common sentence in public policy. The catch is a small one, but it matters: knowing where these reports stop is as useful as knowing where they start.

What is actually on offer

The schemes differ in scope and eligibility, but the structure is broadly consistent. A trained assessor or adviser reviews your business, your processes, and your readiness for AI adoption, then produces a written report. You get an outside perspective, often from someone who has done this across many businesses in your sector, and a documented baseline that you can act on.

The Bridge AI programme operates through Innovate UK. Eligibility and sector focus shifts with each call, so the best source is iuk.ktn-uk.org, which publishes open opportunities as they become available. Regional schemes - including those in the West Midlands and London - tend to have tighter geography and size requirements, and places are limited, so a search for your area is worth doing now rather than later.

The search terms that will find the live opportunities: "free AI feasibility report SME UK", "London Mayor AI scheme small business", "government AI readiness assessment UK 2026". Add your region and you will narrow it down quickly.

What a readiness report does well

A well-produced feasibility or readiness report gives you a few things that are genuinely useful. It gives you an external view of your business that you cannot easily generate yourself - someone who is not too close to the daily operation to see where the friction is. It gives you documented evidence of where you are starting from, which matters if you ever need to make a case internally, to a lender, or to a prospective client. And it gives you a sanity check: if a trained assessor reviews your business and concludes that AI is unlikely to help you much right now, that is worth knowing before you spend anything.

The readiness framing is particularly well suited to businesses that are not sure whether AI is relevant to them. The report answers a real question: in principle, is this kind of business a good candidate for AI adoption? For many owners who have been half-watching the AI conversation without knowing whether to step in, that is a genuinely useful answer.

Where the report stops

The gap between "AI could help your business" and "here is which workflow to fix first" is larger than it looks.

A readiness report is a categorical assessment. It tells you whether you meet the conditions for AI adoption - sufficiently digital processes, data that can be acted on, staff who could adopt new tools. What it does not typically do is identify the specific tasks in your specific business that account for most of the recoverable time. It does not sequence the changes. It does not tell you which of your workflows has the highest return on fixing, or what a realistic five-day implementation plan looks like.

That is not a criticism of the scheme. It is a structural limitation. An assessor spending a few hours with your business is doing something different from a deep workflow audit. The free report is scoped to answer the whether question. The what-to-do-next question is a different piece of work.

There is also a practical point about format. Generic recommendations - "consider automation for repetitive tasks", "explore AI writing tools for content creation" - are accurate for a wide range of businesses and therefore not specific enough to act on for any individual one. The report hands you a direction. It does not hand you a map.

The trap: a report with no owner

The most common outcome for a free advisory report is not that a business acts on it badly. It is that the business does not act on it at all.

The pattern is consistent enough to have a name in consulting: the abandoned pilot. A report lands, it gets filed, the person who commissioned it moves on to the next urgent thing, and six months later someone finds it in a folder and cannot quite remember what the action was supposed to be.

This is not a failure of the report. It is a failure of what happens after. A document is not an implementation. A recommendation without an owner and a timeline is a to-do item with no due date.

The statistic that makes this visible: research into SME technology adoption consistently finds that the majority of pilot projects - often cited at 70% or higher - do not scale beyond initial deployment. The barrier is rarely the technology. It is the absence of a clear next step once the formal assessment phase ends. The post on why most AI pilots stall covers the four specific reasons this happens - and they map directly onto what makes a government-funded report go the same way if it is not treated as a starting point rather than a finish line.

What to do in the week after your report arrives

Three concrete steps, roughly in order.

1. Name the specific workflows. Identify the one or two highest-friction workflows the report flags and write them down as tasks, not categories. Not "admin" - "the daily email triage that runs from 8am to 9.30am and has no consistent process". The more specific you can be, the easier the next step becomes.
2. Name an owner for each one. If the business is just you, that owner is you, and the question becomes when - which week, not which quarter. If you have a team, hand the relevant finding to the person closest to that process rather than keeping it at director level. They will have context the report does not.
3. Set a 30-day checkpoint, not a 90-day one. The longer the gap between receiving the report and reviewing what happened, the more likely the answer is "not much". A month is long enough to have tried something and short enough that the report is still fresh.

None of this requires spending anything. It requires treating the report as the beginning of a process rather than the end of one.

If you want to go deeper

A free government readiness report is a good front door. If what comes back from it raises more specific questions - about which workflows to prioritise, what the actual time savings look like in numbers, or what a realistic implementation sequence is for your business - that is where a workflow-level assessment is worth considering.

A HoursBack Assessment covers exactly that. A 60-minute conversation covers how your time currently splits across the business, which tasks are genuinely repetitive, and where the evidence points to the highest-return changes. The report back comes with specific recommendations, a prioritised order, and a five-day plan written in plain English. Not a tool list. A plan. £799.

If you want a quicker first read on where your business stands, the free two-minute AI Readiness Quiz gives you a rough picture before you commit to anything. Or if you already have a government report in hand and want to talk through what it means in practice, the Assessment page has more detail on how that conversation works.

Figures for the West Midlands feasibility scheme and the London Mayor's £12m programme are drawn from third-party reports published in June 2026 and have not been independently verified at time of writing. The £100m Bridge AI expansion is confirmed via the GOV.UK announcement of 8 June 2026. Eligibility and availability for all schemes should be confirmed directly with the relevant programme before applying.