Richard Fairbank
Management
Don, we certainly do not intend to quantify the benefits. But I want to stand back and just talk a little bit about AI and how we think about it, and how central it is to who we are and what we're building. The pace of advancement in AI is just breathtaking. The world's really, I think, never seen anything like the rate of innovation and change we're now seeing in the world of AI. The AI itself and then generative AI in 2022, agentic AI over the last year, it's just unbelievable. And the pace of change is accelerating. And it is as clear as could be possible, at least in our mind, that everything is going to change. In our lives is going to change, and in business, across the business world and in banking, it's never going to be the same. But those changes also aren't going to happen overnight. But let me talk about that. We've talked for a long time about our technology transformation. And you all know that in 2013, we pulled our company together and said, "Look, we set out to build a tech company and a data company, and I'm proud of what we built. But we're on the wrong side of history with respect to the technology that was modern in the past, but it's not modern now." And we set out to rebuild our technology from the bottom of the tech stack up. But I want to savor what the objective function of that rebuild was. Back then, we're talking more than a decade ago. The objective function was not so that we could be modern. The objective function of the rebuild was AI, and envisioning how the whole world was hurtling toward a world where everything was going to be about AI in real time. Bringing instant solutions entirely customized to consumers and businesses, and also creating the opportunity to transform how companies work on the inside. That is what we set out in 2013. It has been the objective function ever since. Now note, we did not predict generative AI, and we did not predict agentic AI, yet AI was the objective function of this transformation. As I look at the amazing advancements in generative AI and agentic AI, they are part of a continuous curve of that is and the tech stack that it needs. We often say, "Well, if we had known about generative AI or agentic AI, what would we have done differently with what we build?" The answer is, we would have built exactly what we built because we were working backwards from having a modern tech company powered by AI. Let us talk about the AI that is coming to the world. I think AI is, everybody all over the place in business is talking about AI as they should be. I think companies will adopt AI and get a lot of benefits. This includes banks and as well as other companies. But I think there will be a, the degree of benefit and the extent to which this is adopted will be across a really wide spectrum. That spectrum relates to whether companies bring AI to improve work as it is done today, or whether companies reinvent how work is done with AI. I think everybody is going to do the former and get a lot of benefits. In order to do the latter, to reinvent how work is done with AI, I think it is going to need modern tech stack. It is going to need an organization that can work backwards from transformations that transcend business units and sort of collide with a lot of things about how companies are built and organized today. But we are bullish about these opportunities, and when we think about the customer experience, well certainly, I think AI will be transformative for the customer experience because customized solutions in real time are going to be coming out the other side. But when you think about inside a bank, the opportunity with modern technology data and AI to transform the entire data ecosystem, how software is developed, credit, marketing, risk management, fraud, operations, servicing, cybersecurity, pretty much I think across the board. I think investors will often ask, "Well, where do I see AI? I want to see the app. I want to see it in the app," or, "What is the manifestation?" I appreciate those will be questions people ask, but it is a little bit like asking the question, "Well, Capital One, you set out to build an information-based strategy three and a half decades ago. Where do I see it?" My answer is, it is all around us. It is everywhere, but I cannot point at an app where you see it. It's just really in the business model, in the choices, in the way risk is managed, customer experiences, marketing, and everything. I think AI will be experienced by our investors in exactly the same way, and we are really bullish about the opportunity. It also ties back to the question often investors are asking, why do we talk about investment? Can't we just settle back and just stay where we are with respect to our investment levels? You should all know. My view is we are experiencing something basically like fire and electricity itself, except experiencing it not in the long period of time that those innovations came, but in an incredibly short period of time. We believe we're very well-positioned, but we know there's a big investment imperative to take advantage of this. It would be, I think, really a disservice to our investors if on the shoulders of what we have built, we held back in terms of investing in this extraordinary, humanity-changing thing that's happening. Thank you.