How Robinhood became a $68B company w/ Vlad Tenev
Robinhood CEO Vlad Tenev discusses how the company grew from a zero-revenue model targeting millennials to an $68B fintech giant with 11 revenue streams. He shares insights on overcoming investor skepticism, handling negative press, and leveraging AI for customer support and product development.
- Building for emerging platforms early (mobile trading) creates competitive advantages even when the technology seems like a toy
- Zero-revenue models can work if you focus on customer acquisition first, then build multiple monetization streams around engaged users
- Most business setbacks feel existential but aren't - distinguishing real crises from temporary problems is crucial for founder resilience
- Design constraints from limited mobile screens forced simplicity that became a key differentiator in complex financial products
- AI adoption creates two groups within companies - those embracing it get 3-5x productivity gains while others fall behind
"So your TAM is zero and your revenue model is zero. He said, gee, Jason, when you say it like that, I feel kind of dumb. And I said, I'm in."
"If you get customers to fund their Robinhood accounts, put actual money into your platform, and then you give them all sorts of things to do with it, you can make a really, really big business."
"Relatively few things are existential. Consider bad press a sign that your company matters. Every big company that gets past a certain point is going to get its arrows."
"North of 75% of our customer support interactions were handled by AI, which I think is - I'm not aware of anyone higher in any industry."
"Sometimes you don't really know what the right thing to do is. You just have to do something and try to do it as quickly as possible."
I was a founder my whole life, and I always dreamed, gosh, I wish I could go to this demo conference or this PC forum. But they were even back then in the 90s and early 2000s. 4,005, $6,000 a ticket. And back then they charged you to show your startup on stage. $20,000. Yeah. I was like, well, that's some real bullshit. I can't even afford the ticket. So I used to do something called lobby crashing. And I would find out where these, like, fancy conferences were, and I would buy the cheapest ticket possible, going through two or three cities, get the cheapest hotel possible before Airbnb, and I would just hang out in the lobby with my laptop and hope to meet famous entrepreneurs. Bill Gates, Steve Jobs. And I did actually do that. Michael Dell. I would see them in the lobby.
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Guy named Tim O'Reilly who had a company called O'Reilly Publishing. Anybody read those books still because you know and talk about you. And he saw me at one of his conferences and he's like, your lobby crashing again. I was like, yeah, I hope I'm not in trouble. He's like, I here. And he just took out a pass and he handed it to me, and I was like, no, no, Tim, I don't have the money for it. He said, just don't tell anybody I gave you a free ticket. And I was like, wow, this is an incredible act of kindness. And I never forgot it because then I was in. I was in the room where it happened. I said, you know, if I ever make it, I'm gonna make a conference where all the founders come for free and they don't have to pay to be on stage. And I'll just pay for it myself or get some sponsors or something. Well, that's what Launch Festival is. And I couldn't do it without Backblaze and Render, two of our great. And I'll thank them a bunch of times. And also Jetro, who's helping me launch Foundry University in Japan, Mercury, Goodwin, every backblaze, PayPal, render. These are all just great. Companies that'll help me rent spaces like this, get the AV and maybe put out a little coffee. We try to keep it gritty. It's not pretty, but it's gritty, right? That's what I like to do at these events. Keep it gritty, keep it real. Everybody who in the room is a founder, an active founder, right now, raise your hand nice and high. Take a look around. It's everybody. It's everybody. You're amongst friends. This is like Professor X's Mutant Academy. That's what I always say. Founders are like mutants. When I started my angel investing career, I would just walk around and I was hanging out one night at Antonio's Nuthouse, which was a bar, really the most disgusting dive bar you've ever seen in Palo Alto. And it's shut down now, probably for health code violations. Really tall, good looking guy came up to me and said, you're Jason? Yeah. And I said, yeah. And he said, I want to tell you about the company I'm building. We're going to help people trade stocks. And I said, oh, what kind of people? He said, millennials. And I said, the ones who don't have driver's licenses and are on their mom's Netflix accounts. And like, he said, yeah, those people. And I was like, okay, how do you make money? He goes, oh, it's the best part. We're going to make it free. I said, free to trade and millennials. So your TAM is zero and your revenue model is zero. He said, gee, Jason, when you say it like that, I feel kind of dumb. And I said, I'm in. He said, can I ask you why you in? I said, what if it works, you'll have a whole generation will grow up on this amazing app. And this is when the iPhone had recently come out. And now he's known by one name, Vlad from Robinhood. And whenever I ask Vlad to come talk and talk to founders, he says yes, which he's very busy. He's running a giant company. But just reminiscing there about the early days you went to investors and you had to sell them on zero tam when they said to you, hey, Vlad, what company are you disrupting? And how much money are these people spending already on the service so they can get an idea. What was the objection and how did you deal with that objection?
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Yeah, well, we were talking backstage just now about how one of the first interviews I did, and you can see this on, on YouTube, early records of Robinhood 2014 launch festival. Right? And at the time, the question the difficult question that I would struggle with is, how are you guys going to make money? So everyone else is charging $10, you're charging zero. How are you going to make money? And you asked me this question, and I looked at it, I looked at my answer, and it was a really stupid answer. It was something like, well, why do we have to make money? Like, the assumption is that financial companies exist to make money. We exist to make our customers happy. And then I remember everyone coming up to me and they're like, that's not a very good answer. You really have no idea how you're going to make money? Are you? And I think at that time, our thought process was something like, well, you have Facebook, Instagram, Snapchat. None of these companies really started out making money. They wanted to get as many customers as possible. And then when you have, you know, 100 million, 200 million customers, then you're going to figure it out. And I think that's generally our thought process. Like, if we get a lot of customers spending time on our product, we'll be able to make it work. And I think it pretty much ended up being correct, right? Like, now we have 11 lines of business generating 100 million or more in annual revenue. I think it does turn out that if you get customers to fund their Robinhood accounts, put actual money into your platform, and then you give them all sorts of things to do with it, you can make a really, really big business, even cutting out the trading commissions. And I think the reality is the trading commissions weren't the only way financial companies or brokers made money. They were just the most visible and kind of the most painful. You know, a lot of people criticized us about payment for order flow, so. So payment for order flow, for those of you that don't, that aren't familiar with the brokerage industry, basically it's a rebate that you get for directing orders to market makers or other exchanges. And for a while, after it became clear that the business model worked and we could actually make money, the criticism we would get is, oh, it's because of this payment for order flow arrangement. And it was sort of like, described in kind of shadowy terms, like it was some kind of. Yeah, some. Some kind of, like, catch to. To the free trading offering. But the reality is, before Robinhood became popular, it's not like we created payment for order flow. Everyone else was just charging people both ways. Right? They were charging the customer the commission. Then they were also charging the market maker for the rebate. And we just got rid of One of them. And by the way, the charge to the customer was 10x bigger. Like if you look at the commission brokers before they failed or got folded into bigger players, TD Ameritrade for instance, they made on average $11 for every time a customer placed a trade. $10 of that was the commission they charged to the customer. $1 roughly was the payment for order flow rebate. So what we did was we just collapsed that and effectively took 90% of the margin off of, off of the trade. So you know, you could call that collapsing. The tam, I think the TAM was the same. We just made it a lot more competitive and we, we fought over that, that incremental margin.
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There were other companies that had great success doing that. You know when you wanted to store your photos online, Flickr charged for that. They gave you a little bit for free. It was freemium. And then you had to pay when you hit a certain number. And then Google Photos or Instagram, even when it was an independent company made that a free thing. And Gmail had this incredible opportunity to make something because the cost of storage was going down free. And then that massive layer of users now has led to 11 business lines. And I remember talking to you about that early on. Hey, if you get them trading and they be they learn about their financial future, they learn how to place those bets, well they're gonna want eventually to have a 401k, they're gonna want to have a 529. They're gonna need a savings account. You can just add, add, add. As you went down there, a lot of founders get caught in this trap. They try to boil the ocean. They do five products at once. You really took your time when were thoughtful about it. When did the second product come out, the third product? And how do you know you're ready to add a second product to the platform? We've got a brand new partner here
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I think that we actually tried, probably in hindsight we called a lot of things products that were features. I think we have spent our time and we really tried to like market and communicate everything and what the value prop was. So we first rolled out a pretty vanilla offering. It was just trading stocks and there was no margin, right? So it was just every stock was backed for by cash and there was a three day settlement period which meant that every time you sold a stock, you had to wait three days before you could take the proceeds from your sale and use it to buy more stock. And at the time we were getting criticized for this. Like Robinhood feels slow. Why do I have to wait at the other brokers? I don't have to do that. Of course we were the only ones that were charging $0. So people put up with it. But then we rolled out Robinhood Instant. So we basically made a product out of what you could argue was us just like catching up with a table stakes feature. We were like, okay, well people have this pain point on Robinhood. They have to wait three days after selling a stock before they could use the cash to buy another one. Can we create something called Robinhood Instant? Oh, but can we just, can we make it a little bit better than just this table stakes feature? And we decided we would also add the ability to, when you're onboarding to the, to the platform, immediately buy stock. So there was also a delay and this is something that every other broker at the time had. You know, you had to wait for your application to get approved, you had to wait for your bank account link to to be established and then if you submit a transfer, you had to wait for it to land. So because we were kind of starting from scratch, we basically figured out that we could automate the account approval. We could also essentially front that capital for you to buy your first stock. And so Robinhood Instant became a more feature filled product. It wasn't just about settlement, but it was also, can we get you from downloading the app to placing a trade in three minutes? So that was like our second product launch and it was incredibly successful. I think our, our volume basically tripled in a span of a few weeks.
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You took a limitation and celebrated the release of that product. And that's one of the things you've done very well is like celebrating and really packaging the next product, taking your time, making it very thoughtful and also,
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and also launching multiple times. You know, explain that. Yeah, well, for, right, right around the time we, you interviewed me at launch, this was, I think December of 2014 was our first time when we rolled out Robinhood on the app Store. But it was gated right. There was a wait list so not everyone could use it when they downloaded the app. But we did a big launch anyway. And then a couple of months later we removed the wait list and I think one of our team members had the idea that we should just launch again. And we kind of looked at ourselves. We're like, but we just did this two months ago. Can we do it again? It turns out there's no reason not to. I mean, if people are willing to cover it and you're, you're willing to go on CNBC and you know, people have short memories. Most, most people didn't even remember that we launched the first time.
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Most people didn't know you existed.
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Do it again until it works, right? If your first launch doesn't work, just keep doing it.
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It's a really great insight finding the first customers. This is something also founders a lot of in the room who have new companies getting those initial customers, defining who they are. Icp, that ideal customer profile.
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Beachhead.
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Who are we going to try to get first? What was your thinking there? Did you have a thesis of who would be the first? Or did you just put the idea out in the world and then in retrospect figure out who they were?
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I think one thing we did really early was we actually talk to customers. We tried to create this user research motion where our office was right next to Stanford University. So we would have Stanford students coming to our office and trying our prototypes at the point where they were not even working at all. So, you know, it's like we were a little bit embarrassed to have these students coming in and using our stuff because it was just completely broken. We'd have to tell them, well, just, you know, pretend.
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Imagine the trade Happened.
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Imagine you were on the screen and there was like a trade. Yeah, exactly. Or that, you know, this is Apple stock and not some fake thing that we made up. Right. But yeah, you, you learn a lot of things. And I think we were fortunate maybe in two ways. One was we did this. And then the second is we kind of built the product for ourselves. I mean, we were people in our 20s, millennials. We were smartphone native. We were sort of like among the first group of people that could imagine. I mean, I was a senior in college when the iPhone came out, and then one year out of school when the app store came out. So at that time, this was like 15 years ago. Doing finances on a smartphone for most people was kind of taboo. I don't know if you. I have this like, memory from the 90s of when Amazon came out, and I was kind of like looking around and seeing what kinds of books I could buy, and my parents were just like, stay away from that. You know, we're not putting our credit card number on this website. It's just gonna be stolen by the hackers on the other side. And of course, it took probably 10 or 15 years for people to get used to the idea that actually Amazon's probably a more secure place to put your credit card number than your local
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bookstore, where somebody could just dumpster dive and take the receipts out of the back carbons.
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But the same thing happened for mobile where people were like, well, this can't be right. This is like a device for playing games or taking phone calls. So I think there was a five year period. It happened faster than the dot com revolution, but people were very nervous, I think, doing serious things.
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This is serious insight. I think for folks in the audience who are entrepreneurs, a lot of the new technologies come out and they're kind of toys or they're kind of dismissed. People might say that about OpenCloth today or agents for sure. And just like, ah, that's like not really a serious thing. And it just doesn't actually work. It's kind of broken like your early iPhone app was. And then very quickly things can go from being toys and hobbies to being actually the default platform. So if you take the leap of faith and say, well, it's obviously going this way, people are going to trade on their phone. You will learn faster than them, you will get the insights faster than them, and you'll build that trust with consumers.
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Yeah, yeah. I mean, sometimes though, you do get counterintuitive things that surprise you. Right. And the old model can, can have more durability than you'd expect. I'll give you an example that I thought was fascinating. How much of the book market right now would you say is like digital, like ebooks or Kindle? If you had to guess, 30%. Oh, so you're. See, I talk to most people, they're like, oh, it's got to be 90%. You know, the vast majority of books have to be digital. I think you're pretty close. So the vast majority of books are still people buying physical books because it turns out the thing that's valuable about the book is not the content on the pages, it's actually the physical thing that you can put on the bookshelf and kind of show off and give.
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It's the virtue signaling of the book.
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It's having it there.
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In fact, I know this to be true and I was kind of thinking that when you were queuing up the question, because I know people who will buy the audiobook and buy the physical book to put on their shelf, but they listen to the audiobook and then there's some sort of shift. Shame about like I didn't actually do the painful reading, which is hard in an ADHD era where you've got TikToks waiting for you and emails and your open clause asking you what it can do next. Yeah, some things are sticky. I want to talk about growth because once you do have product market fit and you got that pretty early, like people really love this idea of trading and doing it quickly and doing it on their phones and man, you had great design. I want to talk about design as well and the impact that has on trust and gamification and getting people to use the app. But you had a really interesting growth strategy. Uber had done it first and I think Dropbox did it before them. Maybe talk a little bit about give to get and the impact that had on the business.
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I think what you're referring to is the Robinhood wait list, which basically had this referral mechanic where if you invite friends and they successfully join the wait list, you move further, further ahead in line. So it was like prioritize based on number of people you invite. And I think that we look at the wait list, I think something like 20 to 30% of our growth came from referrals, maybe a little bit more. I think the core of it is really, you have to have a product that people talk about. You know, for many years after we did this, everyone was launching their own version of the wait list, and they think that, okay, well, if we have this great growth hack or if we, you know, engineer it correctly, I'll. I'll be able to grow a mediocre product with no differentiation or value proposition. I think you can get a lot of the wait list stuff wrong and the growth stuff wrong. And if you have a great product, it grows like wildfire. Right. You look at early ChatGPT, no wait list, no mobile app. It didn't really work well. It was just on web. Right. And it got to what, 100 million users.
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People were still like, this is unbelievable at summarizing things or getting me a better answer than Google, But I was actually. I had forgotten about the wait list. You got to have a great product. You can't pour gasoline on, like, a log and expect that to be a great fire. Got it. But then there was also, hey, I invite you, you fund your account, I get a share of a stock, and you get a piece of a stock.
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Yeah.
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And it had the game mechanic. Does that still exist in the app?
22:41
It does. It does exist. Back in 2022 or 2021, we made some changes to it where we removed a little bit of the gamification. You know, back then, gamification was a little bit more of, like, a negative connotation.
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Spicy. Got a little spicy there for a minute. We'll talk about that.
22:59
Yeah, yeah, yeah. But yeah, still, referrals through Robinhood are one of the leading ways customers get it.
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I know I broke the system because anytime I invest in a. You can always tell, like, what startup I've invested in by the frequency of my tweets. And like, after. After Robinhood came out. I was like, this is the greatest thing ever. Here, use my referral code. And then I got to 250 stocks.
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Yeah.
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In like a week or two. And then I emailed you because they turned it off. And I was like, I actually, I still want people to get their share, so just, I don't need my share. But it was also getting a little annoying because then I was trying to trade stocks and I would have stocks show up in my portfolio for $5 or $12 or $6, and I didn't even know what they were. And I was like, did I trade that? And so I just had to keep selling them to get them out of my portfolio. And it just got a little bit absurd. And somebody, a friend of mine did the same thing to Uber. Uber had get a ride, give a ride. So he was like, he's a really smart hacker, a literal hacker from the old school, 2600 days. So he bought ads in the top two or three cities Uber was in. And it was like, get a free Uber ride in New York. Get a free Uber ride in Brooklyn. Get a free Uber ride in Queens. And it was his referral code. And he wound up getting like 500 rides for free in Uber. And he was just literally bawling through Los Angeles. They turned it off on him. And then he emailed me, can you ask Travis to turn it back on? I was like, I'm not going to Travis with that request. I did tell him the story and he didn't have a problem with it because he thought, hey, growth is growth. But actually, since you did get a little headwind there and a little bit of bad press about gamification, the confetti. Hey, it's great. Maybe take us through dealing with. And the press was super negative at that time as like the backdrop. Like if you were doing something intact, you were a bad person. If you were growing, if the company's valuation was going up, you were like a bad human being for creating something that worked in the world. It was like really weird. And you got caught up in it. Hey, you're gamifying people buying stock. How did you deal with that? And take me and maybe how would you deal with it today if you take it differently now because it's not a moral panic.
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I think this was really interesting because how many of you are first time entrepreneurs here? Okay, so it looks like a good portion of you. Yeah. So as a first time entrepreneur, like mistakes or bad things that happen can feel existential. I remember when we had our first technology outage, right? Where you know, I came into work one morning and at Market Open, the system was down and we were like, that's it, company's dead, nobody's ever gonna come back. Right? And of course this was early days and now we're much better. But you know, 17 outages later, you're like, okay, well I'm thick, thick skinned about this. Obviously we want to improve it, but it feels a little bit less existential. I think in the same way the first time you get bad press. Because usually if you have, if you're a first time entrepreneur and you start a new company, you don't get bad press right away unless you really screw something up, right? Because people are rooting for you to succeed. Nobody wants to like, not a lot of journalists want to like rag on this, you know, first time founder with a small company, it's much, much more compelling to, you know, go after the big guys that are making tons of money. So I think for us, our press and our relations with the media were kind of overwhelmingly positive for at least the first three years. And then 2019 came around and we were at 7 billion valuation. And then the press started turning negative and we kind of, I think started panicking a little bit like, oh, is this the end of the company? Now the press is negative. Every time someone wrote something about us, we felt like we had to war room it and have a response and you know, it ended up turning into kind of a non authentic response usually. And then we just ended up being pulled in all these different directions. And I think if I had one major learning, it's that relatively few things are existential. You know, some things are, you could get some bad press. Consider it a sign that your company matters. And every big company that actually gets past a certain point is going to get its arrows. And I think like, I know this sounds strange, but if I had to do it again, I'd probably have a little bit more fun with it, right? It's like, oh, well, the bad press is coming. Here it is. How can we turn this into something good for the company? Because we always knew that at its core we were a good company. We wanted to help people. And I think that if you're not careful, you could have the press sort of like swaying you into making decisions that are bad for the people business and you really should just be doing the right thing, right? The incentives of it can be backwards, right? It's like, what's going to get, what's going to get people to click and to pay attention to you. It might be just a negative portrayal rather than a positive one.
25:21
A lot of people's first impressions of Airbnb were the inevitability that somebody would rent somebody's apartment and trash it and have a party there. And literally, Brian and Joe and the team over there went through this for, I don't know, two years where somebody would have a party and, yeah, destroy an apartment. And then it gave them the opportunity, when you think about the kung fu of it and redirecting the energy to say, well, we have an insurance system and we actually pay for that. And literally, I had moved out of my home, and I still have my existing home, and we put it on Airbnb. It was a nice place. And literally one night, my drop cam starts going off. That was Nest Cam before it got sold to Google. And I'm like, I wake up in the morning and there's like, 50 notifications. And somebody had thrown a party at our house. Now we had like, you have to check a box. No parties, eight people, all that stuff. And so I go over to the house, I knock on the door, the door's open. I go in, and there's, like, eight people passed out. There's weed, there's bottles everywhere. I'm like, oh, my God, my wife's
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going to freak out.
29:30
I go to the person who rented it, and I'm like. And she comes out and she's like, well, it was my boyfriend's birthday, and, like, they had just brought all the people to this house in Hillsborough. I was like, looked like a pretty good party, actually. They destroyed the place, like, $10,000 in damage. And the guy comes up and goes, I'm not gonna lie to you, man. It was a hell of a party. I said, okay. Literally, we go. I tell my wife what happened. I'm like, you're not going to want to go over there. Just send the cleaning people. You're going to get really triggered because they destroyed your rug and they destroyed the couch. And literally, we just filed the claim, and Airbnb is like, here's $10,000 to pay for that. It's like, it just made me want to run an Airbnb company. I was like, oh, this is great. The worst case scenario is not that bad, right?
29:32
Yeah.
30:17
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31:37
your company gets big enough, somebody will die with your company. I remember ebay. They literally were like, ebay, serial killer. And this poor Craig at ebay really struggled with this. Not ebay, Craigslist. And they called it the Craigslist killer. And it was like, okay, there's 10 million people using the service. Like a serial killer probably has a laptop. They don't call them the Apple MacBook killer. Like, it's just part of growing up. Now let's talk a little bit about AI and running the company. You've, like, literally grew the company on the mobile wave. Now we have this new wave coming. How do you think about AI and how do you think about running your company now, which is you're a legacy company, you're an established company, and this new disruptive thing comes out. You must be looking and going, wow, there's somebody coming to launch Accelerator or Y Combinator or techstars or Speedrun with the pitch we're going to be the AI agentic version of Robinhood. How do you think about it? Externally in terms of product and internally in terms of running the company?
31:46
Yeah, I mean, absolutely. We've been fortunate to sort of like rise and really make a niche for ourselves with the last technology revolution. Revolution which was mobile. Right. And now there's basically two big technology shifts that, that are, that are probably going to completely transform financial services, crypto and AI. And we're working hard to be a leader in both. I think for me personally, if I had to think about what motivates me, it's less the, like take the existing thing and make it, you know, 20% better every year. Although I, I know that that's a very, very important thing. But I like to do new things and be the first to, to do them. So when it comes to AI, we're investing heavily across two things. One is just putting AI into our products. So if you open up Robinhood right now, if, if, if you guys happen to use the app on every stock, AI will be telling you what's going on with the stock. So it's particularly useful if something's moving up and down and you want to understand why. We also have what we called Robinhood Cortex Assistant where and this started rolling out externally last week. You could actually like chat with it. So it's like a chat assistant within the app. And then of course we were talking about agentic trading. My background before building consumer products was quant trading. I was doing high frequency algorithm development. I was sort of like buying GPUs and using them to crunch pricing for Algos and racking the servers in these data centers. So one way to look at agentic trading in the same way that claude code or openclaw lowers the barrier to entry to like building these software systems and now you're at a point where any non technical person can become a software engineer, I think in finance it'll lower the bar to being a quant trader. Now I don't think everyone's going to want to be a quant trader, but I think the people, the relatively small group of people that want to do this are going to generate a lot of volume. So you know, we have to contend with that and make sure that Robinhood is the best place for the quant trading. Whether you're using our first party tools or whether you're using Claude code or Codex or any of these other things. I think the advantage that makes it difficult to just build a Robinhood is that there's all this like regulatory infrastructure. You have to create a brokerage, you have to connect to all these legacy systems. There's like dozens of assets to support and account types, right. There's IRAs, Roths, HSAs and so it's like less vibe codable than most things. And people also have a pretty high standard for when they want to plug their agent into their money. Like probably for a while they'll be comfortable plugging it to a self contained, walled off, you know, environment. But like, relatively few people are going to want to give unfettered access to, you know, the checking and savings accounts and the credit card. Right.
32:54
So it's going to be pretty exciting though, like to be able to say, I'm taking this little bit of money, giving it to an agent, giving them instructions, having them test theories come back. It does level.
36:22
You're seeing that happening?
36:34
Yeah, it's happening. Is it happening? Can it happen on the platform? Is there like a backdoor API or a way to kind of do it yet or no?
36:35
Yeah, we don't have an unofficial, we don't have an official API. We have some explorations in the past where we've opened up APIs to third parties. We have a crypto API actually, but. And then Robinhood Chain is coming for our on chain crypto activities where we launched a test net. But I think we could still. There's more work to be done to make this better and a little bit more cohesive.
36:42
How about running the company inside the company? How has it changed how you think about hiring professional development? And are you seeing what many founders and even at scale companies are telling me? There's like a group of people who are embracing this technology. They're working more because they're so inspired by it and they're getting two, three, four, five times as much done. And then there's a group that's like, yeah, I don't have time to work on that or I'm a little nervous about it. And how do you as a leader get people to join that first group of people who are AI first who are building agents, who are automating using cloud code, using perplexity computer, using OpenClaw.
37:11
Yeah, I'd say a couple of years ago we went through the exercise of internally asking, what are the two biggest areas where AI can move the needle? And at that time it was customer support and software engineering. We said, okay, let's not boil the ocean and make it so that we have 17 AI projects going on simultaneously. Because that could become sort of a vanity metric. Like how many, how many, how many AI projects do you have running concurrently? We figured, okay, the models are at the point where we take our two biggest businesses. Customer support touches every customer who needs help. Software engineering builds all of our products and can we be absolutely world class there? And we released some numbers at the Q4 earnings. That said, at that time, north of 75% of our customer support interactions were handled by AI, which I think is. I'm not aware of anyone higher in any industry. So we've been. And it takes a lot of work because in brokerage you have the whole licensure thing. So certain cases can be handled by just an unlicensed representative. Right. Like you know what, I forgot my password. You know, help me with this. But other cases, particularly when we have to deal with account specific information or trading, you have to have a license to deal with it. And just like working through that and making it so that our AI agents can handle the license cases I think was a tricky thing. But it unlocked a huge, a huge burst of activity there. So yeah, 75% plus as of last year. And by the way, a lot of people are like okay, is it real? How do you actually know? Would those have turned into real cases? When we have an outage on the AI agents, phones start ringing off the hook. So we had an event where we actually like felt this very viscerally. And then coding, you know, we invested in that pretty early. You know, our CTO basically has the mandate of making us first the best AI company in financial services. And then I joke with them, then we go expand beyond financial services. And I want to be the best AI company. So. And we take that seriously. I think that everyone's really excited about like all the stuff we can build. And recently with Opus 4. 6, I'm sure you've, you've saw this, you've seen this as well. Many of you in your projects there's a huge step function increase in capability. So now you've got like product managers and non technical people.
37:53
It is really noticeable and I've heard this exact theme from multiple people. And last week we had Michael Dell at an all in event on Friday night actually in Austin and he said something happened, didn't it? Like with this 4.6 feels like it's crossed over the enthusiasm developers had for the last couple years. Now we're seeing hr, sales, accounting, whatever it happens to be other functions, pr, marketing, they're finally unleashing this tool and being able to create workflows that do things that a human would have taken three, four, five days to work on.
40:45
Yeah, I think that's right. And I think it's because there's these like medium sized tasks that maybe an engineer like you said would crank on for 8 hours or 16 hours autonomously. And I think in a lot of companies Those tasks are automating the HR teams, this and that, or the operational workflow of this other team. And I think in a lot of companies those just weren't getting done because it's always, you know, it's like this ROI discussion of do we just optimize this process or do we improve our product? Well now, you know, the non engineers can do them themselves and it's just like a big 0 to 1 unlock.
41:28
Talk to me about design as our time's wrapping up. You've always had incredible design. I always felt like, wow, if somebody has incredible design early, it's not a mistake, it's not random, it's deliberate. And you always had really tight design, really great branding. But today I guess with AI, everybody's game has gone up a little bit. But how fixated are you personally as the leader on the design on the UX and how did that start in the company and remain in the DNA?
42:14
Yeah, I mean my co founder Baiju really so we were roommates in college and even then he had really great taste. He would decorate our room super nicely and we had this chalkboard and this nice wicker furniture and I think some of it rubbed off on me as well. And we used to watch the Steve Jobs keynotes like we were in college together when the iPhone came out. And also we were in New York working on our first company when the iPad came out. And you know, you probably, I know you asked a question at one of those WWDC things. So you remember these. Well, I don't know if the next generation has quite as much fascination with Steve Jobs.
42:47
It's absolutely worth going back and watching every Steve Jobs keynote this weekend.
43:34
Even the bad ones. Yeah, even like, you know, Power Mac, G5 or whatever. Yeah, there's some, there's always some gems in there. We really cared about it. I think that, you know, inherently design with mobile apps, when you're kind of thinking through, particularly if it's like a new category, you have to think through how you can differentiate. The great thing about mobile, at least at the time was you had little screen real estate and so you had to make it simple. And I think so much of great design is figuring out, you know, the one thing you have to do, you know, one, one function, one screen, how do we make it as easy as possible? How do we make it so that the decisions that users have to make are clear? And can we also just like put a little bit of craftsmanship into it so that, you know, you get artists actually being creative and Imbuing a little bit of their personality in the product. And yeah, I think we try to capture that to this day. You know, we hire great artists, great designers and you know, I'm in a lot of these reviews and yeah, a lot of times I just try to give the extra push because I know that it could always be better. Even if I have this, I have this thing that I do. Even if I think it's pretty good, you gotta send it back at least two or three times, you know?
43:37
Yeah, it's like, oh my God, this is so.
45:11
Even if I have no fundamental criticism of it, I'm like, this is a good trick you can use. Do you really feel good about it? Is it, is it, is it the best that you can do?
45:13
Right? Yeah. The artists will always feel like there's something they can go into their soul and just give you 10% more. And you know, the truth is if
45:24
they say no, I've like put my blood, sweat and tears into it. This is perfect. Yeah. Yeah, then maybe, but. Yeah, then maybe, but they generally don't want to say that the first time
45:32
constraint makes for great art. And that really is so. I never thought about it that way. But the constraint of the size of those early iPhones, they were so pathetically small. The haptic didn't work fantastically. You know, touching the screen was a little bit of like. Yeah, it just wasn't super responsive to the level it is today. The pixels were tiny. There wasn't enough real estate.
45:43
They were super slow.
46:11
God.
46:12
Between you had to processor squeeze in, squeeze out the process performance. Right. Yeah.
46:13
And that really now when you have so much power available, when you have so much screen real estate available, when you have folding open phones, you could get a little sloppy, you could add too much to it.
46:18
Yeah, yeah.
46:28
And that's not a great recipe for success. Looking back on it things in that in those early days where you made mistakes, you learned some hard lessons. Lots of entrepreneurs in the room, maybe you had some self doubt and hey, our server went down, we should might as well pack it in. Things you learned those first couple of hires, raising money, anything that you learned along the way that you were like, God, I was, I was so bad at that. And now I've gotten good at it over the, you know, 10 plus years.
46:29
Yeah. I think a big part of it is just, just sort of like moving forward regardless of setbacks and mistakes. I think the biggest thing early days is you, you have some setback and it would like eat up a week of time now, you know, you just deal with it. I mean, you have to really distinguish between the things that are existential and require that much time and attention. But I think if, if you look back, you'd probably find that very few things do. Maybe you have to make two decisions a year that, that require that level of thinking. So I think get getting, getting out of firefighting mode and just like always moving forward. And you know, the thing is, sometimes you don't really know what the right thing to do is. You don't know what the right thing to do is. Maybe you're stuck, your product's not really working and in that case you just have to do something. You have to do something and try to do it as quickly as possible because you know, every time you put a product out there or a new feature and you interact with customers, you get information of what the right thing to do is.
47:01
This is such an important thing for everybody in the room to take in is there'll be times where you are faced with 60, 40 decisions and you don't know which is the 60, which is the 40. And you can get stuck in committee, you can get paralyzed as a founder, you can get anxious, you don't sleep, make a decision, monitor the decision, and then you can always change it. The way Bezos going back to Amazon looked at it is, is this a one way door or a two way door? One way door is like, okay, we're building a factory, we're building a depot. It's kind of a one way door. Like you're going to commit billions of dollars or hundreds of millions. But Amazon prime, changing the price or changing the delivery schedule from three days to two, whatever, you're. Well, we can always roll that back if it doesn't work, it's a two way door, we could just come back in and change it. Really identifying that. All right, let's give it up for Vlad.
48:08
Thank you.
49:01
Appreciate you taking your time. That was a hell of a ride. I can tell you as an investor. People are like, you're going to lose your money on that one. They said that about Uber too. It's really interesting. The ideas that. And they said that about calm like the meditation app. Some of the greatest successes are also the weirdest non consensus. Right? So if you find yourself with 80% or 90% of people thinking your idea is dumb, it might be dumb. That's a possibility. I'm not saying that it's brilliant, but it could also be because it's so brilliant that people just are not thinking it through.
49:05