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NatWest AI Adoption Report

Growth starts with the customer

Explore our report for insights on how people and businesses are adopting AI across the UK.

Image of Paul Thwaite, chief executive of NatWest Group

Every new technology creates new possibilities. The real growth test for any economy is whether businesses can turn them into something customers genuinely value.

As this report shows, AI is already changing customer behaviour, with people increasingly using it to inform everyday decisions. And as their familiarity with it grows, customers want services that are simpler, more personalised and responsive than ever. At the same time, they continue to value human accountability and the confidence that comes from knowing there is someone to turn to when they need it.

At NatWest, our relationships have been built for many years by colleagues in our branches, contact centres and Accelerators, as well as by those working with our customers in communities right across the UK. These are the places where trust is cultivated over time: through great experience, deep local knowledge and the judgement colleagues bring to moments that matter.

Our role as a trusted partner extends beyond our own customers. It is also to help create the conditions and connections for growth in the real economy. A bank today cannot just finance the AI opportunity – we have to use our expertise, partnerships and convening power to help businesses of every size, in every part of the UK, to adopt, adapt and grow with confidence.

This image shows a woman looking at her phone and engaging with NatWest’s spending insights tool.

A picture of AI adoption today

AI has already become an everyday reality. This shifts the question from whether AI will be adopted to how we can use AI’s potential to support UK growth.

The report explores how people and businesses are adopting AI, combining insights from 1,400 SMEs and mid-market businesses, interviews with large corporate leaders, and feedback from more than 2,400 NatWest Retail customers, benchmarked against a nationally representative sample of 1,800 UK consumers.

Customers

A study of 2,400 NatWest Retail customers found AI has already become mainstream.

71%

of customers use AI tools at least occasionally and 40% use them most or every day. 

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74%

say it simplifies choices and makes everyday tasks easier.

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81%

say the ability to connect to a real person when needed is the most important trust factor.

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77%

cite 100% reliability of services, human oversight and transparency in data handling as critical to AI use.

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Protection makes trust tangible. Stronger defences against fraud, scams, deepfakes and identity theft may prove as important as faster or more personalised services – with around half (51%) of customers citing data or security concerns when considering AI use in financial services.

Banks have strong foundations in security, privacy, risk and governance, but customers do not expect institutions to mark their own homework. 75% say strong oversight by independent regulatory bodies is important.

Businesses

AI use is widening quickly across small and mid-sized UK businesses but not deepening at the same rate.

44%

of businesses surveyed already use AI, and a further 41% plan to.

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6%

of current users are transforming how their businesses operate with AI.

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8%

of variation in use is explained by geography, compared with 39% for headcount and 24% for turnover.

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29%

of businesses using AI remain in the very early experimental stages of adoption, either building awareness or running limited pilots.

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Businesses throughout the UK report positive outcomes from AI adoption, including stronger efficiency, innovation and commercial performance. While the specific benefits vary between places, the findings suggest AI is already supporting growth in ways that reflect the strengths of local economies.

Places with concentrations of specialist industries, universities, skilled workers and major employers may be better positioned to capture AI-enabled growth, while areas with a higher concentration of smaller firms or less AI-mature sectors may need more focused support.

AI in action with our customers

Newcastle-based Transmission Dynamics uses AI-powered monitoring and predictive maintenance tools to identify faults in rail and infrastructure assets before they occur. The company’s combination of engineering expertise and AI is helping to improve safety, reliability and operational efficiency across the UK’s rail networks.

How NatWest thinks about AI

Three closely linked themes will define the future AI opportunity. 

AI can build stronger customer relationships

Trusted customer relationships are built through a consistently great experience. Many customers already see AI as a component of that, with a majority saying AI makes everyday tasks and choices easier. As this report illustrates, AI offers many customer benefits beyond convenience, helping businesses better anticipate needs, solve problems and deliver the right support in real time – often before customers know they need it.

 

How that support is felt by customers will be a key differentiator in the future. The potential of AI doesn’t lie in automating customer interactions, but in making every relationship more useful and more personal. With AI widely available, customers will expect clear choices.

 

They will want confidence that businesses are acting in their best interests and access to human expertise when it matters. The strongest relationships will combine AI technology with colleague judgement and transparency. That combination will make successful businesses feel helpful, personal and trusted.

Growth will depend on redesigning work around the customer, not technology access

AI can boost productivity, innovation and growth across the UK. But access to the technology alone will not determine success. The biggest gains will come from businesses that use AI to redesign how work gets done – all in service of the customer.

 

UK business adoption is already broad. While most businesses are using AI or planning to adopt it, only a small minority are using it to drive meaningful transformation and capture the significant productivity gains it can deliver. AI creates the most value when it changes how a business works, not when it is simply added to existing tasks.

 

This suggests that the real divide is not technology itself, but the ability to adopt it. To close the adoption gap, smaller businesses need practical support to identify high-value opportunities, build workforce and leadership capabilities, secure investment and access trusted expertise. That will help ensure AI’s benefits translate into broader UK growth.

Trust will determine how far and how fast adoption scales

In the AI era, trust will be a critical source of competitive advantage. Trust starts with a great experience and better customer outcomes: services that are easier and more personal, access to advice that helps more customers make confident choices, and protection that keeps pace with new risks. But value must be matched by transparency. Three-quarters of customers want to know when AI is being used and how their data is handled, while more than half are concerned about security.

 

The businesses that combine consistently better outcomes with clear safeguards, human accountability and open communication will earn the confidence to innovate and build stronger, more enduring customer relationships.

 

But no organisation can build UK-wide confidence alone. Industry, government and regulators must work together to build skills, set clear and consistent standards for transparency and protection, and ensure legislation evolves with the technology. Three-quarters of customers say robust independent regulatory oversight is essential. Creating shared confidence in AI will help responsible adoption and growth to scale across the UK economy.

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How we use AI for the future of customer relationships

This chapter explores why relationships matter more in the age of AI. 

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How business adoption of AI can power UK economic growth

This chapter deep dives into the 44% of businesses already using AI.

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Trust is the real technology story

This chapter explores the importance of trust in building confidence for AI use.

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AI adoption at NatWest

Explore our case study for more insights on how NatWest Group is adopting AI for the benefit of its customers and colleagues.