Starting With AI in Your Business, Free
Share
Most small businesses buy a tool and then look for a problem. Doing it the other way round takes a month and costs nothing.
Direct answer
Name one recurring text-heavy task, measure how long it takes now, test a free tool on it with one person for thirty days, then measure again. If the saving is under 20% you picked the wrong task, not the wrong tool.
Based on the AI and Automation Practitioner standard (ST1512), a Level 4 apprenticeship for people already in work. Funding rules described here are the England position and are set by the funding body.
Potentially free for you
The learner never pays. Employers potentially pay nothing either, and where the apprentice is aged 16 to 24 the government funds the whole cost even if the employer does not pay the levy.
Closing any gap. A levy transfer from another employer covers 100% of the cost. Unused transfer allowance is not carried forward at the end of the tax year, and it must be agreed before the apprentice starts.
From 1 August 2026 the government stopped adding the 10% top-up to new funds entering levy accounts, so there is less in the system than there was.
Part of our guide to AI for UK Business: Where It Pays and Where It Does Not.
Why buying first goes wrong
A subscription creates an obligation to find value rather than a measurement of it. That changes how people report results.
It also spreads thin. Ten people with a licence and no named task produce ten sets of light exploration and no change to any process.
The cost is not the licence. It is the three months where everyone assumes someone else is proving it works.
Starting with the task inverts all of that. You know what success looks like before you spend anything.
Choosing the right first task
It has to be specific. Not customer service, but the first reply to a delivery query. Not admin, but the weekly stock report.
It has to recur at least weekly. A monthly task gives you three data points in a quarter, which is not enough to conclude anything.
It has to be text-heavy. These tools work on language, and pointing them at a physical or scheduling bottleneck wastes the month.
Checking must be quicker than doing. If verifying the output takes as long as producing it, the saving disappears entirely.
Measuring it properly
Time ten instances before you change anything. Rough minutes are fine. What matters is that the number exists.
Keep the same person doing it throughout, so you are measuring the tool rather than the person.
Count the ones that needed heavy rewriting separately. A 50% time saving with a 30% rewrite rate is not a 50% saving.
Write the numbers down the day you collect them. Recalled estimates drift towards whatever conclusion you already prefer.
There is more on this in our guide to AI for UK businesses.
What to do with the result
Under 20% saving means the task was wrong. Pick a different one before concluding anything about AI generally.
Between 20% and 50% means it works and is worth extending to a second task with the same person.
Over 50% means it is worth paying for, and worth training a second person on the same task.
In all three cases, keep the prompt that worked. That reusable asset is the only thing you own at the end of the month.
Building the capability rather than renting it
Tools change every few months. The person who knows how to apply them and where to stop does not.
A funded apprenticeship trains one of your existing staff while they keep doing their job. For a levy-paying employer it usually draws on money already contributed.
For an employer below the levy threshold the government funds 95 per cent, and the whole cost for an apprentice aged 16 to 24.
The condition is around six hours a week of protected time for roughly 14 months, and the employee must work any number of hours a week.
Key takeaways
- Name the task before you buy anything.
- Weekly recurrence, text-heavy, and quicker to check than to do.
- Time ten instances before and ten after with the same person.
- Under 20% saving means the wrong task, not the wrong tool.
- The reusable prompt is the only asset you own at the end.
Frequently asked questions
How should a small business start with AI?
Name one recurring text-heavy task, time ten instances, test a free tool on it with one person for thirty days, then time ten more.
Do I need to buy a tool to start?
No. Free tiers of the major assistants are enough to answer whether a task benefits. Buying first creates pressure to find value rather than measure it.
Which task should I pick first?
Something specific, weekly, text-heavy, and quicker to check than to do. First-line customer replies and routine reports are the usual answers.
How do I measure the saving?
Rough minutes for ten instances before and after, with the same person doing them, and a separate count of outputs needing heavy rewriting.
What if it does not save time?
Under 20% usually means the task was wrong rather than the tool. Try a different task before concluding anything about AI in your business.
Who should run the test?
One person, not a group. A single named person with a single named task produces evidence. A group produces anecdotes.
What do I keep at the end?
The prompt that worked, in your own house style. That is the reusable asset, and the tool behind it is replaceable.
How do I build capability rather than dependency?
Train an existing member of staff properly. A funded apprenticeship does this while they keep doing their job, and costs the learner nothing.
The funded route, in figures
Figures are the England position. Levy-paying employers usually draw the whole cost from the levy they already contribute, so they pay nothing extra. Employers below the £3 million pay bill threshold pay nothing for an apprentice aged 16 to 24. For an older apprentice the government funds 95 per cent, and a levy transfer from a larger employer can cover the rest. Eligibility and funding rules are set by the funding body and can change.
Where to go next
If you would rather build the capability inside the business than keep buying tools, the funded route may cost your business nothing at all.
We help UK employers and employees access government-funded AI training. Training is delivered by third-party providers. We do not guarantee a place, a qualification, a job or any particular outcome. Eligibility and funding rules are set by the funding body and can change. Always check the current position before you commit. See our disclaimer.