A practical “toolkit” has been launched to help manufacturers to cut through the complexity of AI and identify how it can help improve production.

The free guide has been written by a team of specialists from government-backed initiative Made Smarter and Chris Dungey, the government’s AI champion for advanced manufacturing.

It sets out a clear “task-first” approach, helping businesses identify where AI can reduce low-value work, improve decision-making and strengthen day-to-day operations.

At the centre of the toolkit is a structured “scan, pilot, scale” framework, looking at how manufacturers successfully adopt AI in practice. It encourages businesses to start with real operational challenges, test solutions safely and scale only what proves its value in live environments.

It recognises that, unlike office-based tools, AI in manufacturing operates in complex, safety-critical environments where decisions can directly impact quality, productivity and compliance.

Chris said: “AI has moved quickly into everyday business but for many manufacturers, especially SMEs, it still feels complex, distant and risky. That is why practical adoption matters more than technical novelty.

“This toolkit is not about pushing manufacturers faster than they are ready to go. It is about helping them move with confidence, avoid common pitfalls and ensure AI delivers measurable impact rather than stalled pilots.”

Made Smarter supports small and medium-sized manufacturers by giving them access to expert technology advice, leadership training, digital skills development and match-funded grants to boost productivity, drive innovation, create high-value jobs and cut carbon.

The guide, titled AI Adoption in Manufacturing: A Practical Toolkit, is available to download now for free.

madesmarter.uk