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AI in Banking & Capital Markets

Building the AI-Enabled Bank

AI in Banking & Capital Markets

Banking is at an inflection point, shaped by a shift in how decisions are made, how services are delivered and how trust is earned.

Banks and capital markets firms have spent years investing in cloud, real-time data, APIs and AI. Yet many continue to struggle with their transformation journeys as legacy complexity, inconsistent returns from AI pilots and architectural silos continue to slow progress.

Agentic AI offers a new path forward. It builds on prior transformation work, while reframing the challenge. Rather than only analysing information or generating content, agentic systems are able to act with autonomy, in real time, on behalf of customers, employees and institutions. In time, and in some contexts, agents will become part of the customer journey itself.

This is a structural shift that calls for strategic attention now.

To explore what this means for banks, we have developed a series of perspectives on the foundations of the AI-enabled bank, covering architecture, operating model, workforce, governance and ecosystem choices.

We will continue to add to this collection as AI capabilities continue to evolve, helping leaders navigate a fast-moving transformation agenda that will increasingly shape competitiveness, resilience and trust across the sector.

Our thinking

For more insights, visit our financial services blog page

"Intelligence is not in the model; it’s in the interaction. The institutions that win with AI will be those that make personalisation pervasive where every customer moment and every colleague decision is individually intelligent, not generically automated."

- Peeyush Aggarwal | Global Data and AI Lead Partner

Get in touch

Jonathan Gray

Vice Chair | UK Financial Services AI Lead

Ask me about digital banking transformation, customer experience, operating models and the future of AI-enabled banking.

Fiona Walker

Vice Chair | Head of Banking & Capital Markets

Ask me about banking audit, controls assurance, governance, risk and regulatory change.

Lucinda Hedley

Partner | Head of Capital Markets

Ask me about capital markets transformation, strategic change programmes, cost optimisation and operational efficiency.

Peeyush Aggarwal

Partner | Global Data and AI Lead Partner

Ask me about AI, data and cloud strategy, agentic AI, transformation and creating AI-enabled financial services organisations.

Andy Whitton

Partner | Head of Risk Analytics Solutions | Risk Analytics Financial Services

Ask me about trustworthyAI; governing and controlling the build of AI and its operation once deployed.

Robert Stubbs

Director | Financial Services Insights

Ask me about financial services market trends, industry insights, client intelligence and sector outlooks.