Building Chase with Rohan Amin: Designing for Trust

22 Apr 2025 · 38 min

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Building One with Tomer Cohen - Episode Summary

Episode Title

Building Chase with Rohan Amin: Designing for Trust

Host: Tomer Cohen, Chief Product Officer at LinkedIn Guest: Rohan Amin, Chief Product Officer at Chase Episode Description: In this episode, Tomer Cohen and Rohan Amin discuss the challenges of delivering seamless, secure financial experiences. Rohan shares insights from his background in cybersecurity and his strategic role in shaping Chase’s product offerings, emphasizing the importance of security, trust, and user-centric design.

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Key Discussion Points

  1. Foundational Importance of Security and Trust
  2. Security as Core: Rohan emphasizes that privacy and security are not just features but the very foundation of financial products. Trust is paramount in banking, with security being job number one.
  3. Reliability: Rohan notes that reliability and resiliency are the first features of any banking product.
  1. Designing for Customer Experience
  2. Happy vs. Unhappy Paths: Rohan talks about the necessity of considering both successful and unsuccessful customer journeys. He stresses the importance of anticipating unhappy paths to avoid frustrating customers, which can lead to increased costs and dissatisfaction.
  3. Incremental Improvements: The idea of "incrementalism" is highlighted, where small, consistent improvements can lead to significant overall enhancements in the customer experience.
  1. Balancing Physical and Digital Services
  2. Human-Centered Banking: The episode discusses strategy behind maintaining physical branches, with Rohan asserting that many customers prefer face-to-face interactions when making significant financial decisions.
  3. Community Engagement: Chase's branches serve as community centers that offer financial education and advice, showcasing the human aspect of banking.
  1. Future Vision for Chase Products
  2. AI and Personalization: Rohan discusses the ambition to leverage AI to improve customer engagement and personalization within the banking experience.
  1. Omni-Channel Strategy
  2. Integration of Services: The discussion includes the challenges of maintaining an effective omni-channel experience, where customers receive consistent service across different platforms—digital and physical.

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Key Takeaways

  • Trust is Essential: Security and reliability must be prioritized to build customer trust; they are foundational to the banking experience.
  • Anticipate Problems: Understanding and planning for "unhappy paths" can significantly improve the customer experience and reduce costs associated with customer service.
  • Personal Touch Matters: Despite the digital shift, human interaction remains vital in banking, particularly for significant decisions, thus necessitating the continued presence of physical branches.
  • Incremental Progress: Small advancements over time can lead to substantial improvements, emphasizing a mindset of continuous development rather than seeking immediate transformative solutions.
  • Evolving with Technology: The integration of AI and data analytics is crucial for enhancing personalization and customer engagement in banking services.

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Conclusion This episode of Building One highlights the intersection of technology, customer experience, and human touch in the banking industry. Rohan Amin’s insights reinforce the critical role of security and trust in financial services while underscoring the importance of adapting to customer needs through thoughtful design and incremental improvements.

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Follow Rohan Amin and Tomer Cohen

  • [Rohan Amin on LinkedIn](#)
  • [Tomer Cohen on LinkedIn](#)
  • [Building LinkedIn Newsletter](#)

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Production Credits

  • Produced by: Max Miller
  • Associate Producer: Rachel Karp
  • Mixed by: John Partham
  • Engineered by: Asaf Gadron
  • Senior Producer: Sarah Storm
  • Director of Content: Maya Pope-Chapelle

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Listen to the next episode featuring Mark Papermaster, Chief Technology Officer at AMD, and continue to explore insights on product leadership and innovation.

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Transcript

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0:00LinkedIn News.

0:05Innovation ultimately is solving problems. It came back to my own personal pain point. It just takes a while to build that trust. The problem that I was trying to solve, it was all I was thinking about. You have to be obsessed with the human condition. I'm Tomer Khoin, Chief Product Officer of LinkedIn. And this is Building One. It means your product wasn't designed right from a self-service standpoint. What we'd call it is you created the exhaust into another channel, into a higher cost channel. That's Rohan Amin, the Chief Product Officer of Chase. And he's talking about why he focuses on all the unhappy paths his customers might take.

0:41We're going to get into that and so much more, so stick around.

0:54As we get older, finance weaves its way through so much of our lives. Loans, savings, investments, credit, and so on. Financial products are easily one of the most central products in our lives, but they can feel confusing and cumbersome, to say the least. Doing your finances feels like a chore, something you prefer avoiding. But there's so much potential in building incredible experiences that not only remove friction from your daily life, but actually help you with financial literacy and empowerment. Done well, financial products can be your superpower. That's why I'm happy to have Rohan Amin on the show.

1:32Rohan is the Chief Product Officer at Chase, but he actually started his career in the defense industry, working as a cybersecurity expert at Lockheed Martin. He eventually came over to Chase to serve as the Chief Information Officer, before taking on the role of Chief Product Officer. Security plays a critical role at Chase, the largest bank in the U.S. Handling a lot of sensitive information is central to Rohan's job. We'll cover that, including why Rohan obsesses over the unhappy paths, the power of incrementalism when rolled out across scale, and how Chase defines value at the intersection of physical and digital products.

2:12So let's get into it. I'd love to start with your journey. For you, you had your PhD in electrical engineering, then you became a cybersecurity expert in Lockheed and Martin. You spent 12 years there. You became the chief information officer at Chase, and then you became chief product officer at Chase. And I'm curious if you can share more about your role today and then kind of your journey into building. Fundamentally, I've been in two different industries, right? I spent more than a decade in defense and intelligence, and then I spent the last decade plus in financial services. And I've had a variety of different roles throughout that journey.

2:52You know, so in defense and intelligence, you know, that's where I cut my teeth. That's where I got my engineering chops. And we built things there that really mattered and had to work. And in some cases, lives were on the line for the things that we were building. And so whether it was a launch, a national security mission, that's where I got my sense of purpose. And then a decade ago, more than 10 years ago, I got a call to join JP Morgan. I fell in love with the sense of mission and purpose and scale of this place. I started out on the cybersecurity team and was responsible for the bank's cybersecurity globally.

3:36Did that for a bit, several years. Then moved over to Chase and ran tech for all the lines of business that face our customers and small businesses. And then a few years ago, I was tapped to be the chief product officer. And that means I'm responsible for product development, our data and analytics, design, digital, Chase.com, the Chase mobile app, and effectively any of the customer or employee facing experiences that we build and ship, that's my team's responsibility. And so it's been quite a journey. I never thought that from cybersecurity land, I'd end up in this place. I love it. And I'm thankful to be at a place that also gives me an opportunity, gives me a mobility opportunity, allows me to try different things.

4:19It's been fantastic. Obviously, security plays a big role in those kind of two industries you spent a big part of your career in. Are there any specific principles you brought from Lockheed Martin, like as a product philosophy of how you build that you kind of brought into Chase? Yeah. So like security, controls, resiliency, reliability, those are all things that were steeped into my thinking and how I'm thinking about building. And the way I think about it is that for us, this is job one, right? You have to get it right. Trust is critical. The digital experience and the technology and all those things have to work right.

5:01In particular, people want to be able to access their money when they need to access their money, as an example. We have, of course, a ton of data and very sensitive information. So all of that is really part of the mindset. So I think of that as job one. And then the other thing we talk about with our product teams when we build, and this also was instilled from my days in the defense community, was that reliability and resiliency is the first feature of the product. There's no point having fancy feature in your product if it just doesn't work when it needs to, when it counts the most. Got to get that right.

5:33And when you get the core components right, the right controls, the right security, privacy, all of that stuff, you earn the right to innovate on top of that and build a fantastic customer experience, but it's built on a solid foundation that you can feel great about. And what people would expect when you're talking about something like financial services and your money. And that's the mindset that I got when I came out of defense. You know, for me, while I did not, my career started in the army, but my career as an engineer started in semiconductors. It wasn't the kind of mission critical defense system or banking system reliability.

6:12But on the flip side, you had to make sure the chip was 100 % designed before you take it to production. because if there's a bug in the chip and it goes to production, it can actually bankrupt the company. There was a golden model. There was the chip hardware. There was software that was mimicking the chip as a golden model. There was a silver model, which was a plan B. There was a plan C. The amount of fallbacks or the amount of checks you have in the system to just make sure your product inherently works the way you intended is something that I think in consumer internet, nobody even thinks about.

6:45I think you're spot on. And I'm chuckling only because I spent a lot of time thinking about unhappy paths, right? And so sometimes, you know, when you're building a product, you're so focused on like, what's the happy path the customer is going to take and all things work. I spent a lot of time thinking about the unhappy path. And unhappy paths can take various forms. Like, you know, I didn't accomplish the task I was trying to digitally. And so I dropped out of the flow. And now I've called you in the contact center. to go do the thing I was trying to do and I couldn't do it digitally. To me, unhappy path, right?

7:22Means your product wasn't designed right from a self-service standpoint. What we'd call it is you created exhaust into another channel, into a higher cost channel, as an example, right? And so like that's an unhappy path. And then what are all the things that can go wrong? Whether it's a technical thing that can go wrong, whether it's the wrong copy that gets in front of a customer, whether it's the expectation that is not met, Like, how do you work through all these unhappy path things and make sure that you've thought it through? I'm sure there's so many things you want to build. But on the flip side, that notion of 100 % quality is hard.

7:59It's really, really hard to kind of bring this together. Curious a little bit more about you. So, you know, great product builders, they index on a specific trait or skill. They're well-rounded and so on, but there's something that almost becomes their superpower. When you look back a little bit, do you have a sense of what that is for you? Is it that system thinking? Is it that you can see behind a corner when it comes to trust and security? So what I'd say is, first and foremost, I'm a strong collaborator and trust builder. I have to work across every line of business, and I have to bring together a customer experience that makes sense.

8:36And that's not easy to do at the scale that we're operating with, at the number of segments, with all the different offerings that we have. So strong collaboration for sure. Truth telling. I do think my engineering background allows me to see what is realistic versus what's not and call out things that may or may not be possible. And so like in some ways, don't spend time on that path because that's just going to be a whole lot of wasted calories. But down here, yeah, there's something that makes sense. And so injecting that into the business conversation, I think is super helpful. And then I do look around corners a lot.

9:13There's a lot of people who obsess over what's happening in the next 12, 18 months on a product roadmap. And I obsess over that stuff too. But my lens is also about leaving the bank in a better place than I found it. How do I make sure that we've got the right architecture, the right discipline, that we're building for the future, the decisions that we're making today ladder up to a better, you know, three, four years down the road. Because none of these things happen overnight. It's building block on top of building block. And we like to say it's a game of inches, you got to grind it out. And that's sort of my mindset is looking downstream.

9:49And you know, this choice that we're making right now, what does that mean for future choices, small incremental changes over time, end up in aggregate being huge from an impact standpoint, just moving the needle 1%, for example, at the scale that we're operating is massive. And so sometimes you don't need to have the next new whiz-bang idea. Sometimes you just need to be able to make the small increment that improves an inch. And then you do another inch. And then before you know it, you've done two feet and you're killing it. And so it's that sort of hustle, scrappy type mindset. Inches to touchdowns.

10:29Exactly. So if we play this through, when you kind of play those inches coming together, those feeds coming together, and you think about your vision for the Chase product in a few years, do you see it in banking? Do you see it in finance? Do you see it as your everyday companion? Because I could see Chase becoming embedded in so many parts of my life. I'm curious from your perspective, how you think of that product over the long arc? You know, we have 80 million consumers and 6 million small businesses, right? Let's just start there in terms of who we're servicing every single day. Of course, digital banking and adoption and all that are on the rise and really important.

11:10I think first, it's to appreciate the complexity of what we're trying to navigate. We have more than 67 million people who are digitally active on our properties. Many, many, many of them are checking their app, as an example, every single day, multiple times per day. And whether that's for things like, I just need to know my balance or engaging in other experiences, there's a lot of that that's happening. And it's for moments that really matter, right? You're buying your first home and you need to get a mortgage. You're buying a car or leasing a car. You want to do some investments, checking, savings, credit cards of all varieties.

11:45Of course, we have that. And then, of course, if you're running a small business and you need a loan, you know, we're going to be your destination for that too. And so that's the framing of the traditional banking product set that you might think of. The thing that people may not necessarily appreciate is that we have to do that for people who are just getting started all the way to ultra high net worth individuals. And so when you think about the spectrum of product offerings and the spectrum of consumers and small businesses, that's where all the complexity comes in. And you're thinking about everybody.

12:17There aren't primary audiences you start with. You're thinking about the spectrum of like, I'm 16 year old, this is my first account too. I've built my wealth. What do I do with it? Yeah. Our ambition is to be the bank for all, but we want to feel like the bank just for you. And so like that whole thing happens because of AI and personalization. But going back to your point about the, you know, is it going to show up in other parts of your life? I don't know if you know about the infatuation. It's our restaurant review app. You know, the Zagat, that's another one. That's also a Chase property and asset and experience.

12:56I, last week, actually used my ultimate reward points and bought myself a new iPad and laptop. Mine were getting kind of old. And I did that all through the Chase app. So I thought of that as an acquisition strategy, as a way to acquire customers in. You're saying this is more. This is the long arc. Like you'll be in travel and restaurants, which you do today. What I thought was as an acquisition strategy. But how do you define this thing? Like what's the theme across? So travel, for example, has always been a value proposition of our credit cards, as an example, right? We've been opening new lounges throughout the country.

13:34So travel has always been a core value proposition. But now it's really about how to provide great travel experience to customers and time and again be the place that they come to when they're thinking of that next vacation. They're thinking of planning a big trip with the family. It's actually a way for us to think about deepening with those existing customers over time. And so the non-banking stuff, travel, shopping, offers, there's just other things that we're doing beyond the borders of traditional banking that I think are exciting. Would it stay traditional? Like, would it stay banking? Like, I take myself as an example, and I do use a lot of those services.

14:14But the core is still obviously the banking, right? This is kind of the trust point you made before. That's the kind of, I would say, like the existential relationship I have with my bank. Three, five, ten years from now, how would I talk about Chase? Like, how would you like me to talk about Chase? So, look, of course, you know, the banking, investing, card, you know, all that stuff will continue to be the main thing. But there's lots of opportunities for us to add additional value to consumers. And that's what we're trying to do. And so I would say in three to five years, don't think of us as a bank.

14:45Think of us as Chase. And talking about all the richness of the experiences that you have today, you want to build, I'm assuming, actually, I'm going to ask. I'm not going to assume. You still might have like one flagship app or you can start unbundling those based on experiences. That's not an easy decision because the cross-sell, up-sell, which is really critical, and it's one of the best practices of banking in general. kind of diminished a little bit, right? Within the flagship app, you can kind of do a lot of experiences across. But at the same time, if you just keep it between an app, it could be very complex to kind of satisfy all those use cases.

15:22And then you run the risk of, you know, actually, I want to do something very simple, but I have to kind of try and find my way into that. How do you resolve that complexity? How do you think about masking that complexity from the member? It's something that we wrestle with often, right? So the restaurant reviews and all that, the infatuation, as an example, That's all a separate app. Lightweight, separate app. You log in, pick your city, get the reviews, all that stuff. You can link your Chase account, get additional insight into other experiences and things that you can take advantage of. But for the most part, everything else is in the core app.

15:54And trust me when I say that that is a conversation we continue to have around what's the right way to strike the balance. Because as you know, creating another app and then convincing customers to download said app is a lot of friction versus how do you take advantage of the fact that they're in their core app very often and bring them to the right place. And so discoverability is something that we have to work hard at and is an opportunity for us to continue to improve on. And so we're working very hard on navigation and discoverability and then personalizing and making sure that the right content is showing up for customers at the right time.

16:30We can talk about how we think about data and machine learning and AI and how that applies to the customer experience. But it is a balance. And I wouldn't say we've sort of finalized the debate on, you know, one app or multiple apps. It is something that we're going to continue to pressure test. Let's say I'm a PM on your team and I want to pitch you on taking the travel part out of the flagship app. Yeah. This is partly my pain point today. I wanted to travel because the moment I click back, I'm like, the whole thing resets on me. So let's say I want to pitch you on taking this out. What kind of principles do you want me to come with?

17:01Because ultimately, the pathway from my credit card to the points to travel is very seamless in the flagship app. But going deep on travel is hard a little bit. So to me, that type of decision, we should tie to what objective we're trying to achieve, right? And so if I'm trying to establish a brand new customer acquisition path, as an example, and let's say travel is something that we want to be able to support, even for people who aren't a Chase customer, Then I'd say, yeah, that might be a factor in terms of how we think about that being a separate app. But we also score pretty well. Like if you look at how we rate on our customer experiences, we rate really well when we have some of these core experiences together versus separating them.

17:44Banking and investing, great example. Some people might separate those. There's others, competitors of ours who keep those separate. We actually put them in the same app, and we rate well on that because customers like to see those things together. So it depends on the use case, depends if what objective we're trying to achieve, whether it's a new channel, a new distribution mechanism, a new way to acquire customers. Travel today, for the most part, is something for existing customers. Maybe that changes in the future. But those are all the things that go into the debate over one app, multiple apps, and that sort of thing.

18:18We're going to take a quick break, but don't go anywhere. When we come back, Rohan is going to explain why Chase is doubling down on branches when we are in a digital world today. People come for transactional things they have to get done, but increasingly over time, a lot of it has to be about advice and things that people are looking to do, really important life decisions.

18:45Okay, we're back, and I'm speaking with Rohan Amin, Chief Product Officer of Chase. I'm super curious about the physical and digital and like one could say hey why even have physical right you think about it there's so much I can do digitally and you want to talk to somebody on the phone I can you know I can get you somebody on the phone but why have physical branches I think just as Chase has been like no no this is part of our strategy it's not like a it's not an evolution we believe in physical branches what's the thinking behind that like what's the principle is it like you deeply believe that for some parts, you have to have that human in-person connection physically?

19:19Absolutely. And so just a little bit of context about the branches. About roughly a million people every single day are in our branches. What's the top use cases? Consulting? It's a lot of advice. So of course, people come for transactional things that they have to get done. But increasingly over time, a lot of it has to be about advice and things that people are looking to do, really important life decisions. I'm looking to buy that first home. I'm looking to buy a car. I want to make sure I'm armed with the right loan information so I can go shopping at the dealers. I need to know how to save for college.

19:56I want to understand how do I invest. I'm a small business and I'm trying to get established. So like big, big decision advice. Big decision advice, important life moments. People want to talk to somebody. And so a million people per day come into the branches and we're opening them. To your point, we have not shied away from the strategy. And the data is very clear. We open branches in certain cities and regions and all that. And we immediately see greater digital adoption and digital growth as well. And I think for something as personal as finances, it's deeply personal and important to people.

20:32I think they have a sense of comfort that there's somebody they can go talk to. And of course, you can call and do that as well. But I think for a lot of people, they want to go face to face and interact with somebody, especially on these big decisions, things that matter, in addition to the everyday banking needs that they have. Of course, there are some customers who choose to only bank digitally. We support that as well. But the branches are really important to the strategy. And to your earlier question about how do we integrate with the community, the branches aren't just a place for transactions and advice.

21:06We have community centers, like one local to me in Harlem. Those community centers are a place for us to do financial education. We do classes. We teach people, help them understand the basics of finances. We will help small businesses and help people get started. And so a lot of that interaction, that relationship, all of that connection to the community, you can't replace the branch interaction. When you're inside and you see the magic of the community coming together in one of our community centers, you can't replicate that fully online. And, you know, one other thing I'll tell you, Tomer, is that when you look at the data, it's not just a certain generation.

21:40People might think like, oh, it's only a certain type of person who uses the branches. We see everybody using branches. Gen Z people are in the branches. So data is really easy when it comes to digital products. But when it comes to physical branches, assuming you can look at food traffic, but in terms of getting to that kind of nuances of what people come from, is this kind of an intentional data strategy to kind of map the physical branch so you can understand exactly, almost like you had a digital product of what's going on there? Yeah, we look at interaction data from every channel that we have.

22:14So whether you're calling us and what you're calling for, whether you're on digital, what you're clicking and doing, when you're in a branch, what are you there for? So all of that sort of interaction data, that's the stuff that we're looking at to understand are we meeting the needs of customers and small businesses that we have? What's the trends that we're seeing? All of that comes from that mindset. So yeah, so we definitely have a way to look at the physical experience as well. Curious, so for folks listening, when you think about kind of the omni-channel, and by the way, omni-channel versus multi-channel for omni-channel, They're all integrated, multi-channel, they're kind of separate.

22:49When you think about the omni-channel, what's your rule of thumb for what each serves the best process? I'm assuming digital is really easy for a transaction. I got a check, I scan it, boom. It used to take me 25 minutes to drive to the branch. Now it's 25 seconds. Wonderful. Big life decision. I want to talk to somebody. Even if they're going to tell me what I think they're going to tell me, just having that reassurance that the human being is there with me is a big one. Calling, I'm assuming, you know, customer support, something is not going well. Is that the right way to think about it? Are you thinking about those channels differently?

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23:22Some of that, what you said is accurate, but we see crossover effects all the time. And the whole multi-channel, omni-channel thing, I think is really important, right? And for us, the mindset is definitely about omni-channel. And how do we make sure that sort of the state that you're in as a customer is known to all of the channels? And so something as simple as, let's say you had a fraud event, and unfortunately you had to replace your credit card as a result. Well, the next time you call, we know that you're calling probably to find out where your card is at. Is it in the mail? Did it get shipped?

23:57Whatever, right? That is a very simple example. But things like that, when you call, you know, the IVR, the thing that picks up, the automated phone thing that picks up, is going to know, eh, he's probably calling because he wants to know where his card is. we're going to server that up right away. So you don't have to like navigate the thing and find out or even talk to somebody because we already knew that you're probably calling for that. We'll just give that information right away. Or you log into the app, you'll see that right at the top of the screen. So that's like the whole, you know, how to be proactive with the omni-channel bit.

24:25And that way customers come to us in the channel that they choose. And it matters in problem situations, right? You are at a restaurant and you swipe your card and it's declined. Tough situation to be in. Well, you might be agitated. The more and more that we make that awareness and state known, that's how we think about it. This makes a lot of sense. I'm sure folks listening saying, wow, like, obviously, if you have omni-channel execution correct, you have a phenomenal customer experience. But I think it would be a miss for folks to understand that if, at least for established companies that existed before we had the diversions of channels, this was not just a quick change in strategy.

25:05I know for us, for example, once we had multiple businesses and there was a phone call and chat and systems and integration and customers are across multiple business lines, undertaking that transformation in infrastructure and platform was not an overnight success. But once you do, you see massive dividends from them. I'm assuming this was a multi-year strategy for Chase at one point. Totally. And what I would say is that we still have a lot more work to do on it. and we have goals and ambitions in this space to continue to focus on Omnichannel. There could be a lot of work without LLMs to try and figure out all the flows.

25:42But if you had an LLM that can reason over, right, Rohan stumbled over there and then he went there, I think I know what's going on. That could feel really magical. Right now with this new wave of AI, what can you do that you before thought will take many, many years or even impossible to do? And from a customer experience, what should I expect next? So first, we have a ton of data, right? And it's not just, you know, the financial data. It's all this interaction data that I was talking about earlier. The channel interaction data, but also all the lifestyle stuff. You know, what hotels you're booking, airlines and flights and destinations and where are you going?

26:18And like, there's a lot of data. The metadata behind the transactions, basically. A lot of that, right? A lot of data. So first is that, you know, making sure that we use that, you know, to power the experience in the right way. because again, I go back to the point I made in the very beginning around trust, security, privacy, that being job one, right? But of course, I was chuckling when you gave the example of the LLM being able to help you understand the journey. That's exactly the type of thing that we're doing. And it's as simple as you put in a comment in the app store. Within seconds, that comment is known to us and in the hands of the right product team.

26:52Like that's a simple example. But like when you start to actually structure the data in a normalized way around all these interactions and things that we've been talking about, that's where the LLM stuff becomes magic, is that you're able to apply an LLM to help you start to reason through these problems and understand where the customer is in the journey and help identify drop-off points. It's one thing when you're looking at your product data and your product conversion funnel to understand where the friction points are. It's another thing when the LLM tells you, based on the analysis of traffic that I'm seeing, this is where the two points that I think are problem areas for you to go look at.

27:27Hey, product team, go look at that stuff. That's exactly the type of mindset that we have around this problem, looking at tools and capabilities to do exactly that. We have some green shoots in this area, which are really exciting. And so that's kind of like the internal thing. But externally, because you asked about what a customer might see. And obviously, this is an area we want to get exactly right. Being first with a LLM AI thing facing customers isn't necessarily our focus. Being right about it is probably more of our focus, right? Because, you know, there's been some missteps with these things that have been out there, some of these LLM things saying things that they shouldn't have been saying.

28:05And for something like finances and money, you'd have no room, you know, for that kind of mistake. And so, of course, we're experimenting, we're thinking about that. And you're likely to see that type of thing take form in the Chase digital system. What does that mean from an eval perspective for you? Like, how do you do evaluations for those? For example, we play in different industries. First for us, like the bar is really high. Like if you're seeking a job or if you're looking for career advice or so on, we would optimize for being right and accurate than being comprehensive and fast or kind of, you know, in many ways, performance sometimes.

28:41We'll make sure we're indexing more on the accuracy side. And that means that we'll take a more conservative approach to what we produce. Our evaluations are kind of ranked on a conservatism almost like standpoint. I'm assuming something is very similar for you. Yes. So similar mindset, right? For us, it's going to be about that accuracy for sure, and making sure that we know the bounds of what an LLM would say in response to a particular question. And it's not just about LLM, right? Because you have everything from questions that people have. I want to understand more about this product or that capability or whatever it is.

29:13Two, I'm trying to complete a task. I'm trying to get a job done. So it's a broad range of things that we have to think about when we think about applying AI to that problem space. But that isn't the only place where AI gets applied. I go back to the home screen, something as simple as you log into the mobile app. And what is all the stuff that you see on the homepage? Of course, you're going to see your accounts. Of course, you're going to see the things that really matter. But then what about the rest of that on the homepage? Given the spectrum of customers we're talking about, given all the different product offerings, what's the next right thing for a customer to engage in?

29:46It wasn't too long ago where people just came in, checked their balances, and took off. Now we're finding more and more customers are actually deepening their engagement with us because there's more relevancy that they're seeing, more opportunities for them to take advantage of stuff they didn't necessarily know of. One wonderful aspect we've seen is once you start opening the prompt box for people, is you start seeing what they would like you to do for them. Right, so I can imagine for me going to the ChaseUp, yes, you give me the balance and some kind of basic trends and so on, and those are good.

30:18But sometimes I have very specific questions like, hey, who am I paying to? Like what happened like this month versus, you know, December last year? Or how am I trending on my debt or my balance? You can actually go more specifically, which actually you always have those questions in mind. You just assume you can't ask them or, you know, they will take a big Excel spreadsheets to do them. All you have to go to the branch and figure this out. But those are actually transactional questions. Yes. In many times. Yeah. And I'm not here to make product announcements, but I can tell you that's exactly the type of thing that we're thinking about and working on every single day.

30:52How to make your financial data more accessible to you, how to make it easy to understand, help you make decisions, all of that. Last question for you, Rohan. If you were to start off your career, what would you advise people to study or for your kids to study? Of course, I have a little bias here, you know, being an engineering person, where I think really having being grounded, I think, in a core discipline, I think is super important. So my bias, of course, is I think great product people also have enough deep technical appreciation, curiosity as well, because the how you build is equally, if not more important sometimes than what you're building.

31:39Because going back to the earlier point that I was making around, you know, making sure that you leave the place better than you found it, that how aspect I think is critical. And these days, as far as my kids, I'll tell you exactly. My older son has been playing around a lot with data and AI. I can't even believe the type of stuff that he's able to do today compared to what I was doing when I was in high school. It's the future for sure. And so them getting closer to all things data science, machine learning, AI, they're on their own. I'm actually not even pushing it. They're on their own sort of taking an interest in this.

32:13And I think that's the future for them. So we'll see where it goes. So financial literacy and AI literacy coming together. I love that, yes. Thank you to Rohan for coming on the show today. As always, let's get into my takeaways. First, privacy and security are important in every product. But in banking, they are the product. Rohan emphasizes that trust is not just a feature, it's where they start. Drawing from his experience in the defense industry, He is clearly aware that reliability, privacy, and security must come first. For Chase, earning customer trust by protecting sensitive information and delivering rock-sallied reliability unlocks the permission to innovate and build great experiences on top.

33:00Second, think about the unhappy paths. We're all trying to build an ideal experience, but to do so, we have to anticipate how things can go wrong. Rohan obsesses over what might send people down an unhappy path. For instance, if a customer struggles to accomplish what they want in the app, not only are they frustrated right now, but they'll end up in a higher cost channel, like a call center. Now nobody's happy. It's not just about anticipating needs, it's about stress testing your product to make sure it shows up for your customers exactly when they need it. Third, don't underestimate the power of a physical product.

33:40It might be surprising that Chase, a banking behemoth, is vigorously expanding its branch access. But Chase is not confused. It knows that for many people, money is a deeply personal issue. People want to talk to a person. They want a personal touch. Conventional wisdom will tell you to move quickly into a digital and virtual world. But in this case, what matters most is human interaction. I'm Tomer Cohen. Thank you for listening. I learned a lot from this conversation and I hope you did as well. We'll be back in two weeks with Mark Papermaster, AMD's Chief Technology Officer. Building One is a production of LinkedIn News.

34:19Our host is Tomer Cohen, LinkedIn's Chief Product Officer. This episode was produced by Max Miller. Our associate producer is Rachel Karp. This episode was mixed by John Partham and engineered by Asaf Gadron. and we get additional production support from Alicia Mann. At LinkedIn News, Sarah Storm is senior producer. Dave Pond is head of productions and creative operations. Maya Pope-Chapelle is director of content and audience development. Courtney Koop is head of original programming. Dan Roth is the editor-in-chief of LinkedIn. If you know a product leader we can all learn from, send us a line at pitches at linkedin.com.

From the publisher

In this episode of Building One, Tomer Cohen sits down with Rohan Amin, Chief Product Officer at Chase, to discuss the evolving world of financial products and the challenges of delivering seamless, secure experiences. From his background in cybersecurity to his current role in shaping Chase’s product strategy, Rohan shares valuable insights into building products that balance privacy, security, and user-centric design.

Tomer and Rohan discuss:

Why security and trust are foundational at Chase—and in financial products overall

The importance of designing for both happy and unhappy paths to ensure a smooth customer experience

The power of incrementalism in scaling product improvements

How Chase balances physical and digital products and services to create a more human-centered banking experience

The strategic value of maintaining a personal touch, even in the digital age

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