Leveraging AI in Diverse Business Functions at NatWest: A Comprehensive Guide

Leveraging AI in Diverse Business Functions at NatWest: A Comprehensive Guide

NatWest Group is making notable strides in the integration of artificial intelligence across various facets of its operations. This innovative leap aims to enhance productivity and enrich customer engagement, shaping a banking experience that is as insightful as it is intuitive. With the support of AI technologies, NatWest is paving the way for a future where banking becomes more personalized and efficient.

Generative AI in Customer Service

In the realm of customer service, NatWest has seamlessly woven generative AI into Cora, its digital assistant. The capabilities have expanded significantly, transitioning from supporting just four customer journeys to an impressive 21. This enhancement has resulted in quicker resolutions and less reliance on human intervention, streamlining the overall customer experience.

As we move forward into the year, 25,000 customers will receive access to a groundbreaking agentic financial assistant within Cora, grounded in OpenAI models. This innovative feature allows clients to engage in natural conversations regarding their recent transactions and spending patterns right from the bank’s app.

Looking ahead, the next evolution will introduce voice-to-voice functionalities, designed to capture tone and subtle nuances in conversation. Customers will have the ability to report suspected fraud and manage cases through this engaging interface.

Furthermore, AI’s impact isn’t limited to customer interactions. In the retail division, internal operations have seen significant time savings. Tools for automated call summarization and complaint drafting have collectively saved over 70,000 hours of staff time, enabling more focus on client interactions and satisfaction.

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Empowering Staff with AI Tools

All of NatWest’s approximately 60,000 employees now have access to advanced AI tools, including Microsoft Copilot Chat and the organization’s proprietary large language model. Remarkably, over half of the staff has voluntarily pursued additional training beyond the initial offerings, showing a strong commitment to leveraging these technologies.

Streamlining Wealth Management

In the private banking and wealth management divisions, AI is revolutionizing document management and client records. Relationship managers rely on AI-generated notes, meeting summaries, and correspondence to better understand their clients’ needs. This technology is successfully generating meeting summaries that save substantial time, allowing advisors to dedicate up to 30% more time to providing personalized advice rather than handling administrative tasks.

The Role of AWS Cloud

These transformative changes are supported by a comprehensive restructuring of NatWest’s data infrastructure. By enhancing its data estate to present unified customer views and migrating workloads to Amazon Web Services (AWS), the bank has simplified legacy systems. This strategic move enhances access to vital data and scalable computing resources, fostering the capabilities of summarization tools and customer service systems.

Advancements in Software Development

AI’s applications extend to software development as well. With 12,000 engineers at NatWest utilizing AI coding tools, over one-third of the company’s code is now generated by AI. This includes drafting, reviewing, and testing. In 2025, the bank also onboarded nearly 1,000 graduate software engineers from both India and the UK.

Trials utilizing agentic engineering in financial crime units have led to a remarkable tenfold increase in productivity, and there are plans to expand these practices more broadly. The goal is clear: to build and iterate systems faster than ever before.

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AI in Fraud Prevention

NatWest has also prioritized investments in AI-driven analytics for fraud detection and risk monitoring, effectively identifying unusual activities and alerting customers when potential risks are detected.

In conjunction with operational advancements, the establishment of an AI research office marks another significant step for NatWest. This office focuses on developing technologies such as audiovisual conversational systems and proprietary small language models. To ensure ethical practices, the organization has also formalized governance through an AI and Data Ethics Code of Conduct and participates in the Financial Conduct Authority’s Live AI Testing program.

Embracing the Future of Banking

Across customer service, wealth management, and software development, AI is now an integral part of NatWest’s workflow, driving time savings and productivity enhancements. The expansive deployment of AI, encompassing tens of thousands of employees and an increasing percentage of customer interactions, signifies that these technologies have transitioned to a core component of NatWest’s operational model, rather than remaining an experimental addition.


The journey of transformation at NatWest is just beginning. Each step towards integrating advanced technologies emphasizes a commitment to creating a more sophisticated, engaging, and efficient banking experience for all.

Join us in this exciting evolution, and stay tuned for how these incredible innovations can enhance your banking journey!

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