The skills gap is the story of the moment. During London Tech Week 2025, the UK government announced a partnership to upskill 7.5 million UK workers in essential AI skills by 2030, equivalent to around 20% of the UK workforce techUK (2025). That tells you two things: demand for AI capability is real, and much of it will be met by growing people you already have rather than hiring from scratch.
The way teams bring in AI talent is shifting too. Apprenticeships have risen from 3% of AI hires in 2020 to 19% in 2025 the GOV.UK AI Labour Market Survey 2025. For a lean team, that matters. You don't always need a senior specialist to get started; you can build the skill around a well-scoped role and the work itself.
An AI agent is software that can take steps on its own to complete a task, like sorting requests, drafting replies or updating records. To run one well, a small team needs three things working together.
An agent is only as good as the process it works inside. Someone has to map the task, strip out the steps that no longer make sense and decide what the agent owns versus what a person handles. This is a business-analysis skill as much as a technical one, and it's where most of the value is won or lost before a line of code is written.
Agents need clean inputs and a way to act. That means connecting systems, tidying the data an agent reads, and making sure it can write back to the right place safely. Without this plumbing, even a capable agent stalls. One person who understands your data and your tools can keep several agents running.
The third skill keeps everything accountable: setting the rules, checking the outputs, and deciding when a human steps in. Quality assurance thinking applies directly here. You test an agent the way you test any product, then you watch it in the real world and adjust. This is the skill that lets a lean team trust what it has built.
Many teams are choosing to grow these skills internally. In manufacturing, 40% of firms are looking to upskill their existing workforce, specifically for redeployment as a result of automation and digitalisation, and that figure increases for firms with more than 1,000 employees the Make UK Executive Survey 2026. People who already know your processes often make the strongest process-redesign and oversight leads once they add the technical layer.
So the practical move is a blend. Upskill the people who hold the context, and hire for the specific gap that's slowing you down, whether that's integration work or governance. The rise in apprenticeships reported by GOV.UK shows how workable the grow-your-own route has become.
Start with the problem, not the job title. Write down the process you want an agent to handle, then work out which of the three skills you're missing. That keeps your role focused and your shortlist sharp.
Prioritise people who are comfortable with ambiguity. Agent projects change quickly, and the best hires treat each change as something to learn from rather than a setback.
When you're ready to add one of these skills, we can help you find the right person fast. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. That one fee covers finding and securing the person who fits the role and the way your team works. Tell Reed.ai what you need, and we'll get started today.
