From startups to legacy brands, you're making your mark. We're here to help.
Key Links
Prepare for future growth with customized loan services, succession planning and capital for business equipment.
Key Links
Serving the world's largest corporate clients and institutional investors, we support the entire investment cycle with market-leading research, analytics, execution and investor services.
Key Links
Providing investment banking solutions, including mergers and acquisitions, capital raising and risk management, for a broad range of corporations, institutions and governments.
Your partner for commerce, receivables, cross-currency, working capital, blockchain, liquidity and more.
Key Links
A uniquely elevated private banking experience shaped around you.
Whether you want to invest on your own or work with an advisor to design a personalized investment strategy, we have opportunities for every investor.
For Companies and Institutions
From startups to legacy brands, you're making your mark. We're here to help.
Serving the world's largest corporate clients and institutional investors, we support the entire investment cycle with market-leading research, analytics, execution and investor services.
Your partner for commerce, receivables, cross-currency, working capital, blockchain, liquidity and more.
Prepare for future growth with customized loan services, succession planning and capital for business equipment.
Providing investment banking solutions, including mergers and acquisitions, capital raising and risk management, for a broad range of corporations, institutions and governments.
For Individuals
A uniquely elevated private banking experience shaped around you.
Whether you want to invest on you own or work with an advisor to design a personalized investment strategy, we have opportunities for every investor.
Explore a variety of insights.
Key Links
Insights by Topic
Explore a variety of insights organized by different topics.
Key Links
Insights by Type
Explore a variety of insights organized by different types of content and media.
Key Links
We aim to be the most respected financial services firm in the world, serving corporations and individuals in more than 100 countries.
Key Links
Markets
Direct access to market leading liquidity harnessed through world-class research, tools, data and analytics.
| 32:36
Anthony McCann and
Jake Pollack
Discuss credit market evolution, private credit and fostering strong client relationships.
| 32:36
Anthony McCann and
Jake Pollack
Discuss credit market evolution, private credit and fostering strong client relationships.
Anthony McCann: I am Tony McCann. I run Global Leveraged Finance Sales at J.P. Morgan. I'm with Jake Pollack, who runs Global Credit Financing.
Jake Pollack: Good to see you, Tony.
Anthony McCann: Jake, how long have we known each other?
Jake Pollack: I think we've known each other for about 20 years. I joined in 2004. I think you were there in 2004.
Anthony McCann: I was. And in credit talk we call that two distress cycles, I think.
Jake Pollack: Yes, yes, yes. It's been a good run. Everyone who was working pre '08 through '08 and then through the 2010 to I'd say 2024 period, which had its fair share of interesting mini cycles, has certainly earned their stripes.
Anthony McCann: Can you describe what credit financing and what your team does?
Jake Pollack: Yeah, so within the global credit financing business, we have a few verticals. One is our private credit financing business. It's our back leverage business. This is a business that we started really right after the crisis so this is sort of 15 years ago. This is basically, we provide financing to the private credit industry where the underlying collateral for our facilities is private credit. Another sleeve is our CLO business. CLO stands for collateralized loan obligations. So this is the business that finances primarily broadly syndicated loans. Increasingly we're doing PCLOs, which are private credit CLOs. That's something we branded. And basically, what that means is you're creating financing packages, securitizations, for the loan market, and that's both the public market and the private loan market. So it's a business that really complements each other. And I think there's a very good flywheel where a lot of the clients that we trade with also need financing. They also need CLOs, and a lot of the business reinforces each other, really.
Anthony McCann: Jake, you and I grew up in the liquid credit trading business. Tell us how you grew that into the private credit financing business that you run today.
Jake Pollack: So I started in credit trading as a desk analyst. And desk analysts on the desk are responsible for looking at underlying credit. When we started this business, sometimes this is kind of a consistent theme with J.P. Morgan, where we grow a lot of businesses that start from one transaction. And we had basically, and you remember this well, we sort of had one transaction with one client that wanted basically, let's call it a back leveraged structure. And it worked well. We said, "Well, we should do it again. We should it again. We should do it again." And the team that we had looking at the underlying collateral was fantastic. And what we did was we basically said, "Look, why don't we take that same talent pool and create a team that focuses exclusively on this back leverage product?" We take the core of what we do every day, which is understand credit. What does the business do? Are revenues growing or shrinking? What are the margins? What's the leverage look like? All of that stuff. And we basically apply it to a new bespoke product, which is providing back leverage to the private credit industry. So I would say, and you asked this in the question, it really spawned out of our understanding of credit from the liquid trading business. And as our clients began to morph into private credit, we were there with them to provide this financing. And that's how we've basically grown this with them into such a market-leading franchise.
Anthony McCann: Can you describe today, because so many people talk about private credit, what is the opportunity set? What is the landscape? What is the of what's out there now?
Jake Pollack: Yeah. So private credit, it's funny, it's a topic that gets people very excited. What we like to say is private credit is really, it's oftentimes it's the same borrowers, but it's a different delivery mechanism. So basically, a borrower can say, "I want to borrow in the public credit market from a deal that happens off of the debt capital markets asking, we have the market-leading franchise there." There have also been transactions, and a huge growth in this has been where a direct lender will lend basically directly to a corporate. And what we have done there is we've basically said, "Look, we can provide back leverage to that corporate via this relationship with the client." I think, look, it's interesting because when you look at the market today, so I'll give you some interesting stats, and I think you know these well. But if you go back 25 years, if we go back to 2000, the total sub-investment grade, so we're talking below Triple B Minus credit market was about $850 billion. Today, it's about $5.2 trillion. So credit generally, sub-investment grade credit generally has grown over five times, five and a half times in the last 25 years. Today, if you look at that 5.2, what is it? Well, it's about, let's call it 1.6 trillion of broadly syndicated loans. It's about 1.7 or so trillion of high-yield bonds, and then it's another 1.5 or so trillion of private credit, and there's some rounding in there. So a lot of times people talk about, "Well, is there a robbing Peter to pay Paul? Is the market shifting?" I'd say the market's evolving. But all three of those sleeves, loans, high-yield bonds, and private credit have grown dramatically over the last, again, 25 years. And we expect them to grow, to continue to grow pretty dramatically over the next 10 years, all three formats.
Anthony McCann: What kind of bootstraps, when you realize, go back to 2010 during the first facility, when you realized you had something, what are the key credit-enhancing and business structure you put around the team?
Jake Pollack: So I mean, one, the partnership with your team has been fantastic because I think, look, there's three things in this business in particular that you need. One, you need to have good clients. And I'm blessed to have fantastic sales partners that understand their clients are our clients in and out. So you need fantastic clients. You need really protective structure. So the structure of the facilities. Are you lending at a conservative advance rate? Do you have the appropriate covenants in the facility? Are there the right buckets for the right industry concentrations? Certain of those things that we do very well. So you need the right clients, you need the right structure, and then you need the right collateral. You can talk your way around it, but there's no substitute for knowing and knowing really well what those underlying assets are, what they're worth, and what you would lend against them, where you would buy them if you had to, where a third party would buy them if they had to. And so we always say, "There's no substitute for knowing that yourself." And again, that gets back to the last question. So in 2010, what did we do? I mentioned before, we started with an analyst team that was looking both at secondary and was looking at these financing opportunities. And that worked for one facility, two facilities, three facilities. We have 86 facilities today. It's a huge number. There's 1600 underlying assets in that pool. So what we did then is, and this was shortly after 2010, but what we did is we said, "Let's build this team. Let's have it stand on its own. Let's have this team focus explicitly on the private credit opportunity set." And so we have a structuring team. We've got a credit underwriting team that underwrites each of those assets. And obviously, as I said, we've got fantastic sales partners, obviously your fantastic team. And we've also got a sales structuring team that's just top-notch, knowing the underlying clients inside out.
Anthony McCann: Because our clients are not private credit only. They have broadly syndicated loans. They've got CLOs, they've got liquid businesses. Tell us about how you've structured your business now and this flywheel that you refer to. Why does it exist? Why is it the best model to go forward?
Jake Pollack: Yeah, so the beauty of, we call it the credit financing flywheel, is that a client has different needs at different points of its life cycle. So we can provide capital at inception. Oftentimes, that's in a hybrid format where it's a sub-line, where you can basically leverage their capital commitments and we can basically be very early to provide them capital to launch the fund. We then have our core asset-based financing facility, so that's our private credit financing business. They then have some need sometimes to, if they want to monetize closer to the end of the life of the fund, we've got our CLO business. And that can securitize assets. That also allows them to potentially take a dividend if they've had good credit performance in the underlying portfolio. And it also doesn't always happen in a straight line. Sometimes you have the CLO discussion first. Sometimes it's a secondary trading counterparty that says, "You know what? We've got this sleeve that really wants to take back leverage. So we thank you for all of the CLO business you've given us. Can you also give us this?" Or it's one of our secondary clients that says, "I'd love to basically take leverage in the form of a CLO." The interoperability, I'll call it, between all three of those points, and then that doesn't even include secondary trading and all the other things, obviously, that we do on the desk, they really interact well together.
Anthony McCann: Jake, let me ask you the technology question that everybody wants me to. But does technology actually have a purpose in private credit or your financing business?
Jake Pollack: Yeah. Well, I mean, the answer is it does. We've been very proactive on the tech front. So we've got a system, it's called Financing Connect. We've talked a lot about it, and our clients really love it. What does Financing Connect do? In some ways it does some of the very basic blocking and tackling, but it's the basic blocking and tackling that the clients love. It shows our borrowers how much we've lent them. What is the loan to value today? Where are the covenants set? How much could they draw? So all of these things that, and this might sound crazy, but when our competitors lend them money, they have to go to call someone in Delaware to send them a fax to confirm all this stuff, or they got to call some trustee somewhere. By showing the end user all of the stuff, and I'll tell you that the digital markets team who put this together deserves a ton of credit, it looks so professional that it has a lot of buy-in just because it looks so good and it's so precise. Then, it has functionality that allows the client to basically say, "I want to draw more, can I?" You can click, and if there's more capacity in the facility, you can click to draw right there. The button's there. You can take a distribution. So let's say they're over collateralized. They can click the button. They can get the money out. This doesn't sound like it's Web 3.0 or whatever, but it's a basic blocking and tackling function that the clients absolutely love. And one of the secrets of the business, we've got some senior-level relationships. We win business. We talk to the senior folks. The people that really drive the relationship are often the people that are, it's the operations folks that are running the facility. And if they're not happy, they make sure that the senior folks know. If they are happy, our senior folks say, "You know what? I just talked to my operations guys. You guys are great." And so we've gotten a lot of that, and that's a direct result, I think, of this amazing Financing Connect platform.
Anthony McCann: And then for your team, you and I like to joke that if you lend a dollar or a billion dollars at J.P. Morgan, you better have a framework on how you do it. Tell about your framework, your technology framework.
Jake Pollack: Yeah. So look, the technology in that regard is really a reflection of all the underlying stuff we do day in, day out. We have 1600 obligors in the pool. We've got a complexity with 86 different facilities, each with their own terms. So we've literally, we've got credit write-ups on every single underlying asset. But we don't just take those credit write-ups and store them on some hard drive. I mean, that would be highly difficult to review and certainly review at the senior management level. So what we've created is really some very good MIS. We've got some management information systems that allow us to look in the aggregate. Let's take all of those one-pagers, all those credit write-ups, let's input them into the system. Okay, what's the average leverage? What's the average LTV? What's the median? How much equity is in each underlying loan? And not just average, what's the worst case? One of the things we spend a lot of time thinking about, and you and I talk about this, you can be really, really good on average, but if you mess up one thing, you're only as good as your weakest link. We like to say that you could be a seven-foot giant can drown in a six-foot pool on average, because it was one foot, one foot, one foot, one foot, 20 feet. And so we don't want to make that mistake ever. So we basically have the technology system and it's a very robust system. We've got a lot of great tech folks and QR folks that work with us to manage it, to reflect all of the underlying work that our analysts are doing. And increasingly, we're using machine learning to basically suggest things to us. Sometimes it's basic, this name looks like it's got high leverage. What do you think about it? What does the analyst think about it? That's something for me to tap some of my people on the shoulder and say, "Can I see that again?" Sometimes it's even more robust. We've seen a trend here where leverage is taking up or average equity in the deals is going down or x, y, or Z. PIK interest is increasing in the portfolio. Any one of those things where we want to say, "well, hold on, let's take a deeper look." So I would say the tech enables us to have even more robust analysis, kind of top down and bottoms up. Look, the one thing I want to make sure that does not come across is there's no hubris here. We have to keep developing it. So if we rest on our laurels now, in 12 months, we'll be behind. So we are also constantly developing, and that's something we're very proud of, but we don't want to get too proud. Tony, I'm going to ask you one now. So you've got some fantastic relationships with all of the senior most folks at all of our clients. How do you maintain those relationships? And what are some of the things these guys are saying now?
Anthony McCann: Well, to know me like you do, there's a process behind everything. So quarterly, I make calls to each, what I think are each founder, CEO, CIO, senior portfolio manager that I know. And that can range up to 50 calls per quarter. And what I do is I'm absolutely and super lucky to sit on a floor with 400 sales traders, research, and capital markets people delivering liquid and non-liquid credit trading and origination to all of them, so I see it all. And from seven in the morning till six at night, it's buzzing all day long, and I'm able to create an opinion. And quarterly, I try to distill it down to three or four key tenants, and I imprint them on every client, senior client. I ask them, "what do you think?" And they give me their opinion back. At a different stage, we have all the salesmen doing that on a quarterly basis to get just mechanical where we are, how we're doing, what we're missing. And I combine that with what my view is, and I bring it back to the senior leaders. It's been a super effective process over the years, and I wouldn't be able to do it if I didn't have the seat that I have.
Jake Pollack: Is there a time that you remember where it was sort of the most impactful?
Anthony McCann: Yes. Over the years, without a doubt, the months of March and April of 2020. Because as the credit markets and all markets were generally in free fall, I began to receive calls from the largest clients that they had immediate access to capital to deploy into those markets. And the phones just started ringing and ringing and ringing, and then you realized there was at least a current bottom for what was going on. And we brought that to our debt capital markets, and we were able to do an immediate multi-sector, multi-issuer rescue financing at the time for basically most of the corporate credit markets. At points in time through May, we had a 60, 6-0% market share, and that was on the primary side. And that, I think, we were close to that on the secondary side on some days.
Jake Pollack: Yeah. I mean, this was a really unique time in the market. I mean, leveraged loans, which typically trade pretty close to par, were trading in the seventies, which implied, obviously, that the refinancing at par was not something that was going to happen in the near term, but these were clients that were telling you, "We've got capital and we're buying."
Anthony McCann: Yes. It was previously structured funds that were called kick-ins or drawdown funds that hit these marks. And not a lot of the street was aware of this, and we were keen to that. And telling that to the other clients who were selling, it was that mix of those calls in that quarter that probably was the most powerful, I'd say, in my career.
Jake Pollack: So what are they saying today?
Anthony McCann: So it's a mix. This is going to sound tired, but it's that mix of yield versus spread and a low default rate. So in the credit markets, they've got a lot of capital to deploy to satisfy those yields and are nervous about the spreads, but are all seeing a benign default rate and are okay investing in that because their clients are asking them to.
Jake Pollack: What are guys saying about the trade-off between public and private?
Anthony McCann: I think the good thing for most of our clients, they have their foot in both markets, the biggest clients. So to them, it's a matter of just which pocket of money is being deployed. But it seems like you and I are seeing the ball from our seat better than the rest of the market is.
Jake Pollack: Yeah, I mean, look, we obviously agree on that. I mean, I think it's interesting, our CLO business, which it does do some private credit transactions, we do some PCLOs, but we've got, I mean, our pipeline right now of broadly syndicated loan financings, which are financing, obviously, the public market, we have more deals than we know what to do with, which is a high-class problem. We're happy about that. But I do think it speaks to the ebb and flow of capital creation and credit. And I think sometimes the media likes to make it an either/or. And to some extent in 2022 when the broadly syndicated market was more challenged, it felt that way, but it's not that. Borrowers really do have options to look at both markets. And I think that's going to continue to be a theme as we go forward. What is the, let's call it the illiquidity premium for private credit versus what you can get in the public market and what are the trade-offs?
Anthony McCann: The one thing I did want to pick back up on is defaults. I think you and I, and certainly the way you run the credit book is we pick best clients with best structure and best credits. So with a average default rate around 2%, I always like to say, as you know, I always say, "That means 98% of the time things are going right." So that's a pretty good credit environment. Now, the 2%, if we focus on that, as I like to say, also, "The ice is thin and the water is deep and cold." So the default environment in that 2% is very treacherous. So although it's a small part of the market, it can not be ignored. And that generally is with poor credit picking, poor documents, and poor underlying assets. So I seem to be giving a fairly optimistic view of where credit's going and where it is now. You being the risk-taker, how do you look at the downside currently, and what do you see on the forward?
Jake Pollack: Yeah. I mean, look, I think you're right to point out that the 2% is a treacherous world right now. But I think we have to be realistic, 2% is far below what the, I'd say, the regular way default rate should be. So it's tough to pinpoint it, but if the default rate tripled from two to six, we shouldn't be surprised at all. Now, you will see plenty of press headlines saying, "Default rate tripled," and it was going to read negatively. But I mean, in my view, whether or not that's your base case, you should be able to operate in that case. I think some historical context is useful. In the GFC, the default rate got to 15%. Now, let's think about that. 15%, so it's 12% if you don't include distressed exchanges, it's 15 if you do. The math gets a little wonky. But in a 15% world, the average recovery of the lenders of a loan in that environment was something like 40 cents, 50 cents. If it's a bond, it's 40 cents. If it was a loan, it's 60 cents. That's getting a little bit lower. But let's just use 15 and 50%. That's seven and a half points of loss experience over a two-year period. If you assume the cycle last two years, it could be shorter or longer, but let's just... So that's only 3.5, 4% a year. And what I think is really interesting right now is those numbers are nominal numbers. The return you get is also a nominal return, which is to say that you get SOFR Plus, and even though SOFR Plus is coming, it used to be SOFR plus, let's say 7. Now, it's SOFR plus 4.5 to 5. The returns would suggest that you can still absorb some of those potential losses. I spent a lot of time thinking about, look, 15%, that would be bad, and it'll be disproportionate in certain lenders. Certain lenders will have even worse experience. You can have some people that tide came in, they were naked, and they'll have in the 20s, and those might have some real problems. But the best lenders are likely to do better than that, materially better than that, and that'll average into the 15. So it's actually, if you think about it, kind of hard to get to a case where there's a negative return, on average, for the industry. So that's a long-winded way of saying, "It's going to create a lot of opportunity. There'll be a lot of distressed trading for us to do." I think our financing is going to be, that's going to be a fantastic environment, frankly, for our financing business, and we will likely grow as some of the weaker players don't navigate it well.
Anthony McCann: Jake, describe private credit as if you were describing it to a seven-year-old.
Jake Pollack: I have an eight-year-old and a six-year-old at home. I would say to them, "Look, lending is often described, it's one of the oldest businesses in the world." And the reality is before Jimmy Lee and some of the advent of the broadly syndicated loan markets, a lot of credit was private. In most credit, if you walk into the bank and get an auto loan, it's really a privately arranged transaction between you and the bank. So private credit's not a new theme for us. At its core, what is private credit? It's a direct transaction between a lender and a borrower. That's what it is. I think why has it gotten so much attention? Well, I see two reasons. One, there's been a boatload of capital raised. You don't raise one and a half trillion dollars of capital under the private credit header without getting a lot of attention. Two, and this is where it's even a little bit interesting, it is private credit and direct lending as distinguished from calling a middleman who arranges the transaction. So when one of our clients, rather than calling J.P. Morgan to buy a loan that we've arranged, goes directly to the client, they've in some ways circumvented that public market. As you and I know, we were very early to private credit. So whereas, if one counterparty goes direct to that borrower and just lends the money, and they're going to hold it forever, I guess they don't want to trade it with us. Okay, that's okay. We can understand that. We can provide financing against it. So that's really when you go back to what we started in the financing business in 2010, that was really the innovation. It's super simple, but these folks are making loans directly. Okay, we'll deal with that. They want to augment the returns. They want to put in equity dollars and augment it with leverage. J.P. Morgan can provide that leverage, and that's been a huge growth market for us. So Tony, if you could swap roles with anyone at J.P. Morgan, who would it be?
Anthony McCann: Moussa, and I'm sure you don't know who he is. He's the security guard that I see first every day at J.P. Morgan when I walk in the building. And he and I have a daily routine that differs on Monday, Tuesday, Wednesday, Thursday, and Friday. And I think it'd be great for him to be on the third floor for a day, and I'd be down checking IDs and making the building safe.
Jake Pollack: Wow, you'd be great at that.
Anthony McCann: One other thing about Moussa is he's an Olympic ping pong player. He represented Nigeria in 1988 and '92 in the Olympics in ping pong.
Jake Pollack: That is unbelievable.
Anthony McCann: Jake, you grew up in Livingston, New Jersey. Is this where you thought you'd be here today?
Jake Pollack: No. I mean, I'll be honest, I was a psychology major in college, so I think banking and trading was about as far from my mind as it could have been up until my second semester of junior year in college. And then I switched to econ and said, "You know what? Maybe I'll give it a shot." And Chase hired me in 2004. So I would say growing up, I don't think J.P. Morgan was on my radar. But I will say I'm thrilled that Chase took a shot on me at the interview day in 2004. Tony, you're a kid from Long Island, military, you spent a lot of time on Wall Street. Is this where you expected to be as a kid growing up?
Anthony McCann: No. History major in college. I served in the Army in peacetime. I got out, moved back to New York, and my dad was in advertising. He worked for the same firm for 42 years. My brother has worked for the same firm in his business for over 35 years. So I knew whatever I did, once I found it, I was going to stick with it. And it just happened to be this. It's sort of random how it started. I was five years at Lehman Brothers, and I've been here for almost 30.
Jake Pollack: And I will say, this is supposed to be the fun, how did we get to know each other part of the session, but I will say, our client base really values that. And in all of our discussions, I mean, they know that J.P. Morgan as a brand is extraordinary, but it is not without the long tenure of our key people. They really like the fact that we have been in the seats for a long time, and a promise we make is not going to be honored by somebody else. It'll be honored by us.
Anthony McCann: Yeah. Certainly, it's lucky that it starts at the top with Jamie and the other senior leadership. But when you go through 2008 with some of the same clients, and then you go through COVID with some of the same clients, and they pick up the phone and call you first for the biggest, hardest things that they're going to do, you know that the consistency of the people and the process and your business is why they're doing that.
Jake Pollack: Do you remember your first time on the trading floor?
Anthony McCann: I do. Yep.
Jake Pollack: Talk about it.
Anthony McCann: So it was January 1990 at Lehman Brothers. It's a very similar trading floor to what we have now. I had just got out of the Army, and when I got to that floor, the eighth floor, I looked out and I saw individuals with specific skills working as a team in small business units, all coming together on one floor for a common goal of winning. And I was like, "I like this," but I had none of the glossary. I knew about guns and grenades, but I didn't know anything about basis points and yield curves, and that just took time. But as soon as I walked on the floor, I'm like, "I like this." And that's almost 35 years later.
Jake Pollack: It's a good point about the getting along too, because when you're in those close quarters, you do have to get along with people. And I will also say, look, it's a testament. You have been a senior leader on the floor for basically the entire time I've been on the floor. And the tightness of our ship, while also allowing for people to have fun and laugh at each other and make small talk while getting stuff done, is really great. I don't remember a single difficult event with anyone on the floor. I mean, obviously, we've had growth and some people have left and some people have joined and all that. But I mean, the collegiality is really strong.
Anthony McCann: That's why sometimes I push back when people, something gets changed, their regulation, a new mandate from the top, so to speak, and they say, "It's not fun on Wall Street anymore." I'm like-
Jake Pollack: "Come to the third floor."
Anthony McCann: "Nah, I don't think so. That's not right. This is still fun."
| 41:51
Vietta Grinberg and
Adam Walker
Discuss digital sales evolution, client needs and collaboration for innovation.
| 41:51
Vietta Grinberg and
Adam Walker
Discuss digital sales evolution, client needs and collaboration for innovation.
Vietta Grinberg: Hi, I'm Vietta Grinberg, I run sales product within digital markets for J.P. Morgan, and I'm joined today by Adam Walker in our investor client management group. Adam, welcome, before we get into most of the conversation, perhaps get us started. Tell me about your career and your career journey.
Adam Walker: Well, it is a pleasure to be here with you, Vietta. Thank you for sitting down with me and I'm looking forward to hearing about you as well. My career started 22 years ago at J.P. Morgan, so as folks at J.P. Morgan say I'm a lifer. I started in investment banking, I did that for two years and then it moved over to rate sales. And over the course of the next 17 years, the market evolved quite a bit. I think I officially joined a derivative sales group, which then evolved into a rate sales group, which then evolved into macro sales, to give you an idea.
Towards the end, I ended up managing a team in North America rate sales for hedge funds and asset managers, and I also was responsible for asset managers and hedge funds on the investor side globally for all macro products. Two and a half years ago, I was lucky enough to move over to the investor client management team, as you mentioned, as a senior relationship manager. And now I cover some of the largest clients holistically on the market side of the business. You and I have both worked in a number of different areas together. I think it may have been six or seven years ago when we worked on a specific team together in rates on something. Are you a lifer at J.P. Morgan?
Vietta Grinberg: So I'm not a lifer at J.P. Morgan. I came to JP about seven years ago now. Before JP, I was at another [inaudible 00:01:57] bank, but the way I started my career was actually in technology. I started my career working Lehman Brothers at the time as a programmer, always focusing on the fixed income electronic trading aspects of the business. Eventually I transitioned to a product role at another bank where I was focused on building products for customers. And then an opportunity came up and it was a really unique opportunity to come to J.P. Morgan where my first role at J.P. was focusing on building client intelligence solutions. And that's when you and I were working so closely together.
So I worked on the client intelligence tools for our fixed income sales force and for our clients. That was obviously an interesting experience, as you can imagine with all the data and all of the flows and all the information that we get to see at J.P. Morgan was quite the challenge, so we can talk about that a little bit. And then there was an opportunity to run sales product globally. So in addition to focusing on the client intelligence tools and the analytics, also looking more at the business automation side, and that's essentially what I'm doing right now. But before we get into that, Adam, quite a journey for you. So obviously transitioning from being in the product seat and being in a very transaction heavy business, which obviously interest rates is. And now top of the house ICM that like and what are some of the differences or similarities? This seem like very different roles.
Adam Walker: They are quite different roles and it's an interesting question because the first thing that pops out of my mind or into my mind is not how different they are, but maybe a similarity. When I was in the product role and when I was leading a team, it was still about waking up every day and asking myself what clients needed, how we could service clients the best, what are they thinking? And I really do the same thing in my current role. Now the thing that they're asking about or what I'm trying to service for them is different. In a product role, it's much more about what a portfolio manager needs to do in a certain product on that day.
Now it's more about across different products, maybe how they do business. And I think it's interesting you mentioned when we used to work in the client intelligence role previously, we really worked hard on facilitating direct flow within the business of rates and how to do that quickly and efficiently. And now we work together and it's a much more holistic view of the client and you'll ask me questions, you know, "How can your day be easier?" And my response is, "How can a client's day be easier?"
Vietta Grinberg: Right. For sure.
Adam Walker: And I think that when you're looking across businesses, not only can you service the client within each business, now that I can see, whether it be credit rates, FX, emerging markets, equities, but you can see similarities amongst those businesses. And we can build efficiencies across those and learn lessons in each of those products and the clients want to... They want to hear about that.
Vietta Grinberg: So Adam actually building up on that, you've been in this industry for 20 plus years, how do you think things have evolved and how does J.P. Morgan continue to play given that the field has changed so much? So when you started in bond sales early on in your career, what was the market like then and what was the experience of a salesperson then? Versus how is it now and how is J.P. Morgan remaining as competitive as we are through this evolution? What are your thoughts on that?
Adam Walker: It's funny you say, I think we call it fixed income, but when I started it was bonds. We call it bond sales or bond trading-
Vietta Grinberg: Yeah, I know, like bond sales, bond salesmen. Yeah. Yeah.
Adam Walker: And it's a funny story. The first time I was ever on a bond trading floor, what we call a fixed income trading floor, I sat down with somebody and I didn't really know much about how things worked, how banks made money, how clients made money. And the bond trader that I was sitting with, he picked up his phone which had a cord on it, on a trading floor, and he said, "This is the market, this is the bond market." It was a phone, it was plastic phone. And I kind of looked at him and said, "What do you mean the phone?" He said, "Well, you think about the equity market or stocks and you think about the NYSE, and you think about people running around on a centralized trading floor." Whether it be in New York, London, Philadelphia, back in those days. And then you think about, "Okay, well maybe the bond market is not..." There's no centralization. The bond market is being transacted on the phone with each other from bank to bank, from client to bank. And then you realize that market's enormous, and it's not centralized.
Now obviously the phone is no longer the market, and you think about the course of 20 odd years, where did it go from being just on the phone to where we are now and where is it going? And if the bond market was people picking up the phone and calling other banks on that phone and we are in the center of that market, I think we have a responsibility to help evolve that market, think about that market going forward. And how do we think about that market going forward? Well, we're facilitating that market for our clients and with our clients, so the clients are part of the conversation. So anything that we do, and I think it's the reason why you and I talk so often is because you're building products. And we are not building the product in a silo, we're building that product to help facilitate liquidity for our clients. So maybe it used to be a phone and then it was a chat. And where it's going to go next, we're not going to decide we're going to decide with clients together.
Vietta Grinberg: I definitely observed that as we work, whether it's client intelligence tools or some of the workflow automation tools that we are developing. Our strategy has certainly always been, we want to meet our clients where they want to be met, but we also want to be thinking about the future. And with that, there's a lot of responsibility and a lot of considerations for how we build our products. Thinking back to when you and I worked together building the flow analysis tools, J.P. Morgan sees so much flow. J.P. Morgan is in the middle of so many transactions. You can actually get a sense of the market sometimes by visualizing a lot of these flows. Now the way we do it, we always had to be very thoughtful because on the one hand you want to build a product that's going to be empowering and useful to our clients and to our sales force. But at the same time you have to be thoughtful about how you protecting our client's information.
So that's always the approach that we have to keep in mind. Now, when I look now at how we are investing in some of our execution platforms, it's the same thing. We want to be there where our clients want to be met, and of course, electronic trading is not new. It's been around for decades. To the extent that our clients are working with us through vendors and third-party platforms, we are there. We're there on all those platforms. At the same time, I think we realize and our clients realize that when you are transacting through some of the third-party platforms, you are working to the lowest common denominator. You are essentially providing the tools and the products and the streaming pricing for the products that everybody else is doing. That's why in addition to that, we are also putting a lot of emphasis on our proprietary technology, be it direct API connectivity or be it the products that we give to our salespeople, we're now also offering directly to our clients.
I'm often reminded that because of the size and the complexity of our business, we have to handle so many different products. So if I'm going to work with my team and if I'm going to work with you, Adam, and with a lot of your colleagues in sales to build the best-in-class products for our sales force. And if they're going to work for our sales force, they will also work for our clients. At the end of the day, sales has always been a representation, as you said, of what the clients need.
Adam Walker: Yeah, and if we're doing our job, and I say, "Our" as in the sales force investor-client management, we're articulating, we're communicating with our clients and we're communicating that back to you. And everything that they tell us is ingrained and partnered in our businesses and how we build those platforms. It's interesting on that note about asking clients, when I ask clients, "What is it that is important to you?" Always on the list is liquidity. Always-
Vietta Grinberg: Interesting. Interesting.
Adam Walker: And a lot of people immediately when they think liquidity, they think price. And of course price is important, price is potentially the most important. But when we do send out surveys once in a while, and I do have conversations with clients, the other parts of liquidity is dependability and scale, not just price. Because you can always make... Maybe, not everybody, but most people can make a good price when the market is deep and the prices are stable. It's when the prices are not stable and the market is shallow when we hope and need to be there for our clients. And whether that is through the phone like I had mentioned or an electronic platform, that's very, very important to clients.
And the reason it's important to clients is because often during those times is when the trading, the investing, the redistribution of their assets, they really need the liquidity. So when we think about how we're doing the things that you're mentioning, whether it's a client tool or a sales tool, the facilitation of that liquidity is very important to the dependability and the scale that we can provide clients across a whole bunch of venues. Whether it be third party or whether it be a single dealer platform or whether it be on the phone or in a chat, really.
Vietta Grinberg: Talk to me a little bit about your team. Do you mainly hire people with sales background or what's the makeup of your team and how is it different? Again, sitting in the product seat and the transactional side versus now in ICM, what do you look for and what does your team look like?
Adam Walker: Sure. So the ICM team is structured a little bit different than a lot of the markets teams. And part of the reason is that we cover the top 120 clients on the investor side in markets, and we roughly have between five and 10 clients each. And the way to think about it is we are responsible for covering the senior folks at these institutions for some of their most strategic ideas. And we also on the other side make sure that the sales force and J.P. Morgan is earning the market share that we want to earn. That group of people is typically hired from, like myself, a previous business management role or a fairly experienced individual.
However, we don't do all of the work. We have a lot of folks which are called client account managers, which are more junior folks, and those are people we hire out of undergrad. And typically they grow up learning about our clients from front to back to make sure we're prepared for speaking to those clients about some of the strategic opportunities. And in hiring those individuals, it's been interesting because throughout my over 20-year career, it was a fairly straightforward proposition. Hire yourself onto a sales and trading desk, work a whole bunch, learn something and then figure out how you're going to make a living. The workforce is different these days. One, the generation is much more likely to move around jobs. Two, there's a much more deliberate learning. And three, as you know, there is a vast array of technology and tools that these individuals can build and learn and use, to enhance their day job.
Vietta Grinberg: Right.
Adam Walker: The third part's interesting because the skill set for that may be different than the original, which is find a job, move along, apprenticeship model, move up and earn a living. It's a little bit more collaborative, I think. It's a little bit more open-minded, and it's a little bit more learning about not only the product and the product set, but it's also learning about the technology that you can use to learn about that product set and be more efficient.
Vietta Grinberg: Yeah, that's interesting. I've been reflecting on my team and how we try to optimize and structure our teams on the product side. I find that sometimes it's a challenge because on the one hand, I very much want our teams to be very much embedded in the business. We sit on the trading floor, we sit in the same role with sales and traders, we're in the same chats. We collaborate incredibly closely. Sometimes the concern that I have is we become too product-focused as opposed to more horizontal client-focused. So another part of where we spend a lot of time and focus is trying to make our products horizontal. And investing in teams that are not only going to be embedded on the particular desk or in a particular product and become really deep experts in that product. But who are going to be working on more horizontal solutions and having line of sight into every asset class, and then constantly looking for similarities and bringing those things together so we can have as much consistency as possible.
And then the last layer is our investment in our CRM platform, and this is where we really try to challenge ourselves as opposed to saying, "Great, we're going to have a CRM solution for macro versus spread versus equities," we try to very much build it around a client. We're going to have insight in CRM and workflows around our clients and how we cover them and the products feed into that, but all the folks that work on the CRM products of our team are horizontal and think about it from a client perspective. So it's a tricky balance to strike sometimes for us, I think, because like I said, you want the guys to be product experts and that also gives you credibility, right? Like somebody's going to work with Adam Walker, you have to know what you're doing. So you do have to be a product expert, but we constantly try to balance it out and be as horizontal as possible in what our product solutions ultimately are. And that ultimately gives us scale and that ultimately gives us what I think is the best class solution for our client.
Adam Walker: Let me dig into that a little bit more with you. If you're looking forward... You mentioned CRM in particular, but if you're looking forward and on a more general basis, and you're looking to hire somebody internal, external, maybe from undergrad. What are the types of traits you look for in somebody you're looking to hire with the future in mind, given the future's evolving very quickly and you're really on the cutting edge of that future?
Vietta Grinberg: Yeah, I mean, look, I think coming into product, we have people on our team who come from sales, who come from technology, who come from business management, who come from ops. So there isn't one formula that you have to have this background to be successful at product. And in fact, I welcome that diversity and I welcome that diversity of mindset and skillset and background. That's great for us. The skill set that I value and I look for is, I guess, I would say two things. We play offense, not defense. It's about challenging the status quo, thinking ahead and coming up with innovative ideas that are not necessarily obvious. So playing offense, less defense. And also knowing when you don't know, I think that's actually pretty important. I would rather have a person who joins the team and asks a lot of questions, and challenges through the questions as opposed to just defer to an opinion of a senior salesperson or a senior trader.
So those are the types of skill set that are pretty important. We tend to hire, like I said, from all walks of life, obviously understanding of financial markets is important, so that's key. But some of our best product guys are from ops or from sales or from tech or from vendors. And that diversity really, really works for us. So yeah, there is not one specific skill set that you need to do well in a product seat. Honestly, we hire people from sales, technology, trading, ops, business management. It's really that diversity of background and of mindset that I think makes for a really successful product person and a product manager. I would say some of the things that we definitely look for... I would say probably two things. You play offense, not defense. So you don't accept the status quo, but you very much think about, "Okay, I understand the current process. How can we make it better? How can we streamline it? How can it be automated? How can it help my client?"
And really it's the fact that the team is so diverse and comes from so many different walks of life and so many different experiences is what ultimately makes it work. We juggle lots of things to be successful in a product seat. You're talking to salespeople, you are going on meetings with clients and hearing the voice of the client. You're working with technology, you're working with our QA partners, you talk to programmers, you talk to QR, our strats, the gamut is really wide.
Adam Walker: When we were speaking about our interaction, I remember the first time, maybe not the first time, but we were I think driving towards automating some of the processes in rate sales. And when we talk about understanding the business, the communication between products, their client intelligence, and my role at the time rate sales, the real goal was automation. And we met a few times and then you came to me and you said, "In the process of a trade, you do 36 things."
Vietta Grinberg: I remember that.
Adam Walker: And I was blown away at, one, the attention to detail, but how many things we actually had to do to get from point A to point B to close of transaction. And you said, "We're going to automate most of them." And I remember thinking to myself, "Wow, this is a process I definitely want to be a part of because of those 36 things, I definitely don't want to be doing all of them." And I think through that process really again, the communication, but getting in our head as a sales force and understanding what it is we do down to a fine point. And what tasks are meaningful, what tasks are differentiated by a person and what tasks truly can be automated in scale really enhances the job of a salesperson and is super important. And through that process, obviously you learn by doing, we understood the importance of automation, but not only that, but of the product sales team because you can't do it without truly understanding the essence of what we do. And it's been great from a sales perspective. I remember the next year we were talking about the automation point being it makes the job more fulfilling. Because we have times, say that out of the 36, you probably cut down 35 to be honest, but let's just say you cut down 30. And the other six were things that, trust me, if you could, you would have automated, but those are more fulfilling things for sales force.
Vietta Grinberg: That's right. I remember that.
Adam Walker: And knowing how to challenge it and saying, "Is this the best way just because you've been doing it for 15 years?"
Vietta Grinberg: Exactly.
Adam Walker: Is this the best way?
Vietta Grinberg: Exactly.
Adam Walker: And I really think that that's the challenge in the future. And I think we were mentioning teams and we were mentioning hiring people. And I think using technology to do that is going to be what's on the forefront of how we're going to work together really in the future.
Vietta Grinberg: No, for sure. I agree. So when I think about the products that we built and the evolution. As I was saying earlier, when dealers build towards integration with a third-party vendor or a third-party platform, sometimes it's building to the lowest common denominator because you're essentially building what everybody else is making available within the market. The challenge that we've had is we cover a very complex and sophisticated market. We are experts in a lot of markets and we have depth of expertise in a lot of markets. So that means the types of products that our salespeople have to handle are complex and sophisticated. A lot of them haven't been electronified yet. My team spends a lot of time figuring out a way to automate those products that haven't been automated yet at all. Right? So that really means not only working with our sales folks to make sure we automate their part of the workflow, but also working with our trading desk to automate a lot of the pricing for products that in many markets were not automated yet.
And that makes it for an interesting challenge and that makes it for some interesting dynamics on the trading floor for sure. But I do believe the fact that we're starting with our internal sales force is the right approach. Because ultimately when we work with our sales teams, the testing and the scrutiny that comes from working with our sales desk, I think will ensure that the product will work for the clients as well. Right? No salesperson... Well, I've never met one at least is going to say, "Ah, it's good enough." "Eh, they'll take it." The salesperson's going to want to know that it works every time. Back to your other point, it's there for scale and it's there for any market conditions. So the fact that our salespeople are the first ones to test the product and to give us a lot of critical feedback gives me a lot of confidence that the product will ultimately work for our clients as well.
Adam Walker: Yeah, I remember being there with you. And automation can be scary. And when you work with the sales team and you work with the traders, I only think it takes one meeting for everyone to realize that this is going to make everyone's job not only easier, but more fulfilling. You get to do more of the things-
Vietta Grinberg: 1000%
Adam Walker: ... that can't be automated, which I think is important. And I think it's something that I really... Since you've been at J.P. Morgan, we talk about a lot. We talk a lot about with the juniors, we talk a lot about with the seniors to make sure that the electronification of some of these markets is only going to enhance your job. It's not going to take your job away.
Vietta Grinberg: No, for sure. I think on the point of fulfillment, that's really important. Ultimately, I can't imagine some of the kids that are joining our industry now-
Adam Walker: Young adults.
Vietta Grinberg: Young adults. Some of the young adults that are joining our industry now coming into where we were 25 years ago, 30 years ago, writing tickets by hand. People don't do that. People have become accustomed to the convenience of a smartphone and the streaming technology that we have in our everyday lives. And the expectation is the same happens in finance.
Adam Walker: Yeah, I think when you look over the course of time, all the way from when I sat down on a desk and we were picking up phones with direct lines to call people. To now, I don't know the exact percentage, but I guarantee that most of the trades are not done on those phones anymore.
Vietta Grinberg: Of course.
Adam Walker: And the question is, during that period of time, are we going to be deliberate about it? Are we going to make it the best? Are we going to sit back and watch it happen? And I'm glad that we work together because I feel like not only are we trying to make it happen, but we're trying to make it happen in a way where we're listening to clients, where we're listening to salespeople, where we're listening to traders. And really trying to make the experience better without letting it just kind of happen.
Vietta Grinberg: Ultimately, we always try to give more time back so that we can spend more time with our clients and we can listen to our clients better, we can provide better client service, and everything else is adding scale. And it's obviously not just on the sales side, it's also pushing on the trading side and partnering with our colleagues in electronic trading teams to make sure that the pricing aspect of that is also automated as much as possible. And this gives us more time to talk to our clients, understand what their needs are and how can we drive the business forward.
So I remember exactly how my transition happened from being a coder to working on the trading floor. I worked in a team where all my management was based in London, and I was in New York with a team of programmers in New York. And there was a problem one day with our tech, and there were very annoyed salespeople and traders calling my managers in London. And I got a call from my boss in London and he said, "You better go down on that trading floor and talk to those salespeople and those traders and make sure they're okay."
Adam Walker: I have a feeling, annoyed is a light term.
Vietta Grinberg: Annoyed. Annoyed. Annoyed. Correct. So I was like, "Okay." I went down on the trading floor, they were upset, and then they said, "Okay, well this system doesn't work." And I had my notepad and my pen and I said, "Well, let's take a look. Let's see where the problem is." And then they said, "You know what? We have a seat right here. Make sure you sit here until this problem is fixed." So I went and I grabbed my purse and I came down on the trading floor and I'm locked in and worked through the problem. And then my boss called me from London and he said, "You know what? We have lots of programmers. We're going to need you to sit on the floor." And that was my journey of moving away from being purely in the technical field, which by the way, I loved. And there's this creative aspect to writing code, which I definitely missed at the time, to moving closer to the trading floor and working with our users, working with salespeople, with traders. To ultimately understand the business better, understand the products better, and contributing in a different way.
Adam Walker: That communication is so important, especially coming from a sales seat and being in a senior relationship management seat that I'm in today. That communication with people like you in the product seat and the product sales seat and the technology is so important. And we touched on it previously, but without that communication and without that understanding and without that collaboration, it's really hard to get things done.
Vietta Grinberg: Right. Agreed.
Adam Walker: And it's really hard to get things done because speaking to just a coder, or "just a coder," they may not know the ins and outs of the business and learning that. So I'm happy you made the transition.
Vietta Grinberg: Right.
Adam Walker: Is this where you thought you would be in your life, career-wise? When you were younger were you thinking to yourself, I wanted to run a digital product sales team?
Vietta Grinberg: Well, honestly, I still don't know what I want to do when I grow up. So the answer is, I don't know. I'm most likely, no. I came to this country and went into technology because this was a hot field and people hiring, and coders were in demand. So that's what you do. And I ended up taking a job, working in technology on Wall Street because I was in New York, and this is who was hiring, banks were hiring, and they needed people who could write code for them. And it's really through an evolution of mentorship, chance, opportunities that I ended up moving a little bit further away from being very technical and closer to building products and working with clients and working with sales and working with traders.
Ultimately, no, of course, I didn't think when I was in college or even younger that, "Oh yeah, I'm going to be a product manager in a major bank," nor do I know if this role really existed back then, the way it exists now. And honestly, that's part of what's so cool about our industry. You don't have a predetermined path. So when you come in and you join finance, you don't kind of stay and stick in that role. Our field offers an opportunity to do lots of different things and get exposure to so many different aspects of this market. That's why I think it's just such a fantastic industry to be part of. What about you?
Adam Walker: Well, interestingly, I didn't have a ton of direction when I was younger, other than playing sports and going to school. And I took a... We took a survey test in seventh grade to try to figure out what we were most suitable to do when we were older, and mine came out to be a toll taker.
Vietta Grinberg: Excellent.
Adam Walker: Which in retrospect makes sense because I like to be outside and I like to handle money and do math. So-
Vietta Grinberg: There you go.
Adam Walker: ... it totally... Maybe it was less probably intricate and advanced to some of the technology you work with, but it gave me a guide. But in all seriousness, I did think I would work in finance. I don't think I knew how much the financial world evolved over the course of time, and I don't think that it would be possible for me to understand many of the roles. Because when I was younger, some of the roles, potentially your role, potentially my role didn't really exist.
Vietta Grinberg: Didn't exist.
Adam Walker: And particularly in the markets area, in the '80s, it was levered bonds and SPG and securitizing mortgages. In the '90s, it was dot-com, IPO. In the 2000s, it was the evolution of the-
Vietta Grinberg: Electronic trading [inaudible 00:36:23]-
Adam Walker: ... electronic trading, and then rates markets, rate derivative markets. And now we're going through private credit, we're going through back... We're going through all of these different things. So it's really hard to know that you would want to be part of something that doesn't exist at the time. The one thing I'll say that's very interesting about J.P. Morgan is that I made a change two and a half years ago, and I went from managing a sales team to being a SRM or a senior relationship manager.
And I had spent the previous 17 years in macro. And over the last two and a half years, 20 years into my career roughly, I was able to move into something and learn about something on a daily basis-
Vietta Grinberg: That's awesome.
Adam Walker: ... at such a wide... Credit, equities and market structure, how our clients think, all of those different things. And I think that the number one way to learn, is to talk to other people, really dig into those things. And the access that I'm able to get at J.P. Morgan is, it's really mind-boggling, to be honest with you.
Vietta Grinberg: It really is. It's very unique, right?
Adam Walker: Yeah. I was saying in the rate sales seat, we would interview juniors and they would say, "What's the advantage of working in rate sales?" And I would say, well, you work on a desk. This is the room. There's like 50 people in here between sales and trading. There's like 50 people in here. We have number one market share. We're the largest bank in markets. You sit in the area that facilitates the capital flows that go on globally, and you get to learn, understand what they are. There may not be a place of any job that you could learn more about the financial plumbing than sitting in this seat at this bank. And that's one seat. And then having the opportunity to move around the bank is just-
Vietta Grinberg: It's so unique.
Adam Walker: It's so unique.
Vietta Grinberg: It's so unique. I agree. And I was talking to a colleague just the other day, similar, has been in the industry for 25 years, did banking, sales, and he said the same thing. He's like, "I'm still learning. I'm still learning in my seat today." And I think that's just an awesome thing about our industry and certainly unique about JP, this opportunity to move around and see different aspects of this bank. It's incredible.
Adam Walker: So speaking about the aspects of the bank, and there are hundreds of thousands of people at J.P. Morgan, you have the opportunity to interact with a lot of those people, particularly in the markets-
Vietta Grinberg: On the market side, yes.
Adam Walker: On the market side, probably some in banking, payment…
Vietta Grinberg: Sure, sure.
Adam Walker: Who would you choose? If you could choose one person to have lunch with, who would it be?
Vietta Grinberg: Okay, look, off the top of my head, I'm going to say Jen Piepszak. Jen just got this big promotion. She is co-heading the CIB with Troy. I think she's had a fascinating career. She's been at J.P. Morgan for a very long time. My understanding is she got started in finance and business management seat, and she's made a lot of moves and she's made a lot of transitions through her career. So I just think that would be a very interesting person to talk to, to learn about her journey, and also hear her thoughts on markets. Because this is a new business for her, so I'm just curious for a person who's coming in from a fairly different business, what are her observations and what are her thoughts on how we do business and what could we do better? What about you?
Adam Walker: I mean, it's funny, I had a meeting recently with this person. It was more of a committee meeting, but it would probably be Filippo Gori. And the reason is because he spent so much time in Asia, right? He was the Asia CEO, and now he is moved back or "back," but he's moved to London to be the EMEA CEO along with co-running banking. But I think his perspective on seeing what's going on in Asia where that's been really a growth engine. There's a lot with China and how we handle that region, how we've handled that region in the past and in the future. He's really got an interesting look at the growth of the investment bank along with the growth in Asia that's happened over the last decade or so.
Vietta Grinberg: Yeah, that would definitely be interesting.
Adam Walker: He's a busy person.
Vietta Grinberg: He's a busy guy.
Adam Walker: He's a busy person having recent... But I'd really like to pick his brain a bit.
Vietta Grinberg: No, that makes sense.
Adam Walker: I also love having lunch with juniors-
Vietta Grinberg: For sure.
Adam Walker: Yeah. I mean, sometimes the interaction can be more of a working interaction and then sometimes it's nice to get kind of off campus and hear what their world's like. It is very different living in New York and London than it was when I was... 20 years ago.
Vietta Grinberg: 100%, 100%.
Adam Walker: And kind of starting your career and hearing the challenges and all of those different things.
| 18:55
Vietta Grinberg and
Brad Tully
Discuss market evolution, technology and enhancing client service.
| 18:55
Vietta Grinberg and
Brad Tully
Discuss market evolution, technology and enhancing client service.
Vietta Grinberg: I am Vietta Grinberg. I run global sales product within markets at J.P. Morgan, and I'm joined today by Brad Tully. Brad runs our corporate derivatives and private side sales, and Brad is also head of America sales. Welcome, Brad.
Brad Tully: Thank you. Thanks for having me.
Vietta Grinberg: Absolutely. So Brad, before we get into the complexities and your role in running the global franchise across corporates and private sales, perhaps get us started with your career. How did you get started in this business and what has this journey been like?
Brad Tully: I started... so I've been at J.P. Morgan for 22 years. I went to school at the University of Scranton, which is a small liberal arts school, Jesuit school in Scranton, Pennsylvania. I was a finance and economics... finance major, economics minor. At the time, J.P. Morgan recruited from the school for a rotational program, which had me rotate throughout the bank for about a year and a half to two years.
I did a number of different rotations including in retail, financial services, emerging markets, finance, as well as structured trade finance at the time. After that year and a half, two years, I decided to move into what was at the time just the investment bank into a group that was called Structured Products and Derivatives Marketing, which was effectively an interest rate and currency derivative marketing group that had focused on corporations, private side situations and the like, and spent some time doing that for a number of years, got into commodities at one point, equities at some point, and then through the years had the opportunity and privilege to lead those various businesses, particularly in North America. If you move forward to the last five years or so, I had a fantastic partner where we ran the global corporate derivatives and private side business for the last five years and here we are today.
Vietta Grinberg: Yeah, no, that's great. Sounds like quite the spectrum of products and a very interesting career. When you reflect back, when you look back to when you were started or even 10 years ago, would you say your side of the market, the markets have changed drastically? Do you feel that you changed how you recruit based on the changes that you've seen or has it been similar?
Brad Tully: I think that there's some similarities, but there's also some differences that we can touch on. So I think the pace of technology and what technology has brought to whether it's our own organization or our client's organizations has been tremendous. And so certainly when you're pulling in talent, whether you're recruiting from schools or you're pulling in talent that's already experienced hires, you're looking certainly for folks who have an understanding and appreciation and adaptability with respect to technology, but also can use it very much still in a human aspect and connecting with our clients, certainly from an interpersonal standpoint. So the interpersonal skills, the communication skills, the ability to get along with your teammates, the team atmosphere certainly is paramount and I think that has been consistent and gotten more important as we've gone on. But the technology aspect, the interest and the ability to change and appreciate change I think has really gotten accelerated.
Vietta Grinberg: No, that obviously makes a lot of sense. We have been speaking with some of your colleagues within the markets side of the business. A lot of them have interesting stories in terms of how they have to collaborate obviously with clients, with trading, with the product teams. I've been very keen to specifically talk to you because I think the intersection of working with markets and banking is very unique to your role specifically. What is that like? How does it work? How has it evolved?
Brad Tully: It is an interesting aspect of the role and it's a great one. So currently I sit on the global investment banking executive committee as well as our sales management committee here within the markets franchise. And so I have this hybrid role, if you will, relative to some of the traditional sales and trading or traditional banking roles. And so one, you meet a lot more people and you understand a lot more about the institution overall because there's a tremendous amount of interaction, teamwork internally and ensuring that we're connecting with the right folks internally on the banking franchise and partnering with them so that we're delivering the full franchise, whether that's markets, payments, investment banking.
The like capital markets to our clients in a fulsome manner. The transactions can be high profile, which is exciting. It's an exciting part of why people like to be a part of the team. It's across all of the asset classes. And so we have the ability on any situation that our banking partners may be working on with our corporate clients to deliver equity solutions, credit solutions, currencies, commodities or FX. And so we really try to come with a full franchise to bear in that sense. We also have a fair bit of markets related activity in the traditional sense, so we work on various private side situations that may emerge, and so we have the ability to kind of go in and out of these two worlds.
Vietta Grinberg: We also touched a little bit on the size and the complexity of our franchise, global business distributed across time zones, jurisdictions, geographies. How are you managing it? What are some of the differences that you're seeing in terms of geographies both with your own team and with the clients?
Brad Tully: It's a great question. It's one of the more fascinating parts of the role to be able to one, visit and spend time with so many different parts of the world and people and cultures and backgrounds. It makes the job super interesting and I think a real joy to be around. It also brings, as you say, a number of complexities, and so making sure that we have the right people in the right locations matched off against the right type of clients is really important.
So I spend sometimes too much time flying around, which can be challenging at times to balance the family aspect of it. At the same time, it does present an opportunity to get to know people from all over the world and we feel like we have a fantastic management team that keeps the pulse of the local markets. And I think one of the things that we do at J.P. Morgan, despite being the size of who we are, is try to make sure that it feels really local. And one of the challenges and opportunities that we have is making our organization even to the largest organizations or the smallest clients that we may have, feel really small and holistic. And that's something that I think the rest of the senior management team really strives for.
Vietta Grinberg: That's cool. No, that makes a lot of sense. Reflecting on some of our competitive advantage, do you think the size of our franchise, the complexity of our business is a overall net positive? What makes it easier to compete? What makes it harder to compete? And what are some of the differentiating factors when you guys go out or your team goes out to win business, what are some of those differentiating factors versus our competitors?
Brad Tully: Depending on the situation, it's the fact that we are a complete franchise and in everything that we have chosen to operate in, we're a top franchise player. And so the ability to bring that type of breadth and also depth to a client's situation is tremendously powerful and value add for our clients. We hear it all the time and across the world from clients. The ability to deliver J.P. Morgan is of tremendous value.
And so when we think about what's our challenges in that aspect is we are large and making sure that we make clients feel like it's a small place as well, that's important. They want to know who their banker is, they want to know who their markets individual is, they want to know who they can call when there's an issue. They want to know who they can call when they have a problem that they know we can solve, and they want us to do that, deliver that with the best execution, speed, technology at competitive levels. And so it's a high mark to hit and we think we do it better than most, and I think that's demonstrated in terms of the power of our overall franchise.
Vietta Grinberg: Brad, you manage a diverse global team. What are some of the things that you most proud of and if you were to overhear a conversation, what might that sound like?
Brad Tully: So first off, we have a fantastic team. It's been a team that we've had in place for a number of years. It's been a team that we've continuously recruited what we think are the best and brightest folks, and whether that's from our undergraduate programs, graduate programs, or experienced hires, we really think we have a talented team. I think one of the characteristics that sets the team apart is their partnership first type focus where they understand that they're going to be put in situations from a banking standpoint, from a market standpoint where they may be the subject matter expert, but if they're not the subject matter expert, they're likely to know who that subject matter expert is. And if you don't know the answer that a client is looking for, you don't have the solution, the next best thing is knowing who within the organization has that.
Vietta Grinberg: Yeah, it's really connecting the organization.
Brad Tully: And so the team very much understands and appreciates that. And because of that, you have a team that is multidimensional in their skillsets. And so a number of them truly are cross asset sales individuals. And if they're not fully cross asset, they're certainly very competent in multiple asset class disciplines. It's a powerful tool for the franchise. It's one that is valuable to our clients. It's one that we constantly hear from clients that your sales individuals, your marketing individuals, the folks on your team, they're able to answer the questions that are within their domain and they're able to get the right people on to answer the questions that may not be in their domain and the speed of which they can do that. And we know that it's coming from one voice from J.P. Morgan is powerful and differentiated versus the rest of the competition.
Vietta Grinberg: Looking to the future, what do you think is the future for your team? What are some of the trends that you think are impacting your business and what does a future salesperson look like in your organization?
Brad Tully: So one of the trends that continue over time is a salesperson working at J.P. Morgan trying to make J.P. Morgan feel small, yet very holistic to our clients. And when we speak to our corporate clients all over the world, they're looking for differentiated guidance, perspective. They're looking for senior individuals that can help them across multi-asset classes, multiple situations. And so ensuring that we have that team that delivers that is of utmost importance.
In terms of the interpersonal skills that we look for and will continue to look for, a lot of it is about teamwork. It's about recognizing that the individuals you spend time with most in your working day are your teammates and being able to collaborate to partner and to recognize that you're there for the client is of utmost importance as well. When we think about what else is out in the future, I think the rise of alternatives, the rise of private side situations has continuing to grow. And whether that is corporate accounts, financial sponsors, diversified asset managers, they're all looking for private alternatives that exist and sitting at the nexus between banking and markets puts us in a fairly competitive situation to help originate those situations as well as risk manage them.
Vietta Grinberg: Makes sense. Brad, can you talk a little bit about the spectrum of the clients that you focus on and your team focuses on?
Brad Tully: One of the real benefits of the franchise that we have is that we cover all size types of companies. So from the smallest startup companies that are just emerging and may have currency implications in their business or trying to understand how to go into a country or how to risk manage a particular currency, we service them to the largest corporations in the world who may have needs in commodities hedging, they may need to buy back shares, they may have interest rate hedging and they may have large currency portfolios and everyone in between. So what means is we see the full spectrum across the globe in terms of scale of companies and we need to match that in terms of our skillsets. And so the skillset in order to service one type of company may be different than the skillset needed to service some other type of company. We get involved in situations across the banking franchise, and so it may be a loan that we're helping to risk manage for a client and that may be the first loan they ever have, or it could be part of a large acquisition financing that we're looking to risk manage.
Vietta Grinberg: Brad, what role has technology been playing in your business? Where is it in terms of the spectrum and what are some of the investments that you have been making to leverage technology to help you work with your clients in a more efficient manner?
Brad Tully: So one of the things that we always try to do within the franchise is making sure we're being proactive with our clients around their potential concerns and their potential concerns or problems. And that may be a public company may have made a number of statements in their investor day, their earnings calls that we need to ensure that one, we're up to speed on what their most pressing issues are, and then two, proactive in different ideas that may help them in that aspect. And so we like to use technology to help source and understand some of their more challenging situations or the direction to which these companies are headed. We also have invested heavily and built the tool J.P. Morgan Transact, which is an end-to-end solution across payments, FX, and hedging for our corporate clients. And it enables them to do pre-trade, trade, and post-trade on an end-to-end basis that's integrated within their system franchise.
Vietta Grinberg: All right. Let's go to some fun questions. If you had an opportunity to swap places with somebody just for a day, who would it be?
Brad Tully: It would be my 2nd grader or my 3rd grader.
Vietta Grinberg: All right.
Brad Tully: Both girls.
Vietta Grinberg: Excellent.
Brad Tully: They seem like they have a lot of fun at school and generally have no concerns.
Vietta Grinberg: Yeah, that's the luxury I suppose. Okay, that's cool. If you had an opportunity to have lunch with anyone present at J.P. Morgan, who would it be?
Brad Tully: There's a world-class ping pong player who's a security guard at the front desk at J.P. Morgan in New York.
Vietta Grinberg: So Brad, you talked a little bit about your early starts in your career, you went to school, studied finance and economics, and started at J.P. Morgan. Is this what you envisioned this journey would be like?
Brad Tully: I think when I first came to J.P. Morgan over 20 years ago into New York City over 20 years ago, in my mind I always had this, maybe it was a two to three year rolling out look of what I wanted to do or where I wanted to get. And J.P. Morgan's been a place that I owe a lot to in terms of my career and everything that's come around. And so no, I didn't think this is where I would end up. I love where I am and it's been a great journey. I think every few years I've been asked to do something different, sometimes a bit similar, sometimes very different, and that opportunity to grow and learn has been great and it's a competitive environment, it's a fun environment.
There's a great amount of team aspect and growing up playing sports, you can see the joy that people get that I get, that our team gets around the team culture and spending time with our clients. I mean, it's ultimately why we're here. Some of my closest friends at this point are clients as well, and it really makes a difference. I never imagined that I'd be here and certainly on set, but now that I am, it's been a real journey. It's been a privilege, it's been challenging along the way. We have a fantastic team. The culture of the team is great. It's something that I think a lot of us, myself included, are proud of. I had a rolling two-year outlook when I first got to the city. At some point that probably changed to our rolling five-year outlook. And as I've gone through the journey at J.P. Morgan my entire career, I've been met with opportunities, with challenges, with meeting new people, with doing different things, with spending more and more time with our clients, which at the end is some of the most rewarding experiences that you can have.
| 18:24
Vietta Grinberg and
Olivier Cajfinger
Discuss the IG credit evolution, client sophistication and scalable team processes.
| 18:24
Vietta Grinberg and
Olivier Cajfinger
Discuss the IG credit evolution, client sophistication and scalable team processes.
Vietta Grinberg: I am Vietta Grinberg. I run global sales product within digital markets at J.P. Morgan, and I'm joined today by Olivier Cajfinger. Olivier runs IG credit sales, public finance, and short-term credit sales. Welcome. Can I call you Caj?
Olivier Cajfinger: Yeah, everyone calls me Caj, so please.
Vietta Grinberg: Excellent, very good.
Olivier Cajfinger: Very happy to be here today.
Vietta Grinberg: So before we get into the intricacy and complexities of running a global sales business at J.P. Morgan, perhaps let's talk a little bit about your career. How'd you get started, and how did you end up and where you are today?
Olivier Cajfinger: Of course. So I joined J.P. Morgan 20 years ago in our Paris office, where I stayed for a couple of years. Then I moved to London, where I stayed for 16 years, and then on the back of the Brexit strategy, I got relocated to Paris. I've done my entire career at J.P. Morgan in the financial industry, and, as you said, I'm running now global sales force, which is focusing on, as you said, on IG credit, public finance, and short-term credit. We have teams all over the world, as you can imagine. Paris, Frankfurt, London, New York, Boston, San Fran, and I could keep on talking, listing the cities. And yeah, it's a challenging job, but also very exciting.
Vietta Grinberg: So Caj, tell me about the transformation of this industry, especially in your business, especially reflecting on credit. How are things different today versus when you got started or even 10 years ago? And specifically around what do you look for when you hire? What do you look for when you bring on talent? Have things changed drastically, or are they consistent? If we can maybe talk a little bit about that.
Olivier Cajfinger: Sure. So I think my business, the IG credit business, has gone through multiple changes from a product perspective, from a trend perspective, from a tool perspective, from a technology perspective. And our clients have become much more sophisticated, much more mature about the credit agenda and about also the various technology that have been launched in the last few years.
We all hear about ETF, we all hear about alternative credit, we all hear about index products. Our clients have become much more sophisticated in the way they invest in the credit market. And as a consequence, our job has been to remain on top of those new trends and being capable of serving them in the right way, taking into account those new technologies.
The challenge of the job is to have a global approach to that. Trends in Europe are different than trends in the US or in Asia. By having a global approach as well, it helps to potentially copy-paste some of the good practices in the US into Europe, or vice versa. That's for the fundamentals of my business.
When it comes to hiring, I guess at the end of the day it's a people business, so we are looking for people that care about our clients. We're going to be looking to serve the client in the best way as possible, but are also thinking a step ahead, are aware of the new technologies, are aware of the new trends, are thinking about innovation, and more importantly, being very entrepreneurial because our job is to understand what are the client cares, what are they looking to do, and being agile and entrepreneurial to save them the right way. So having salespeople who care about their clients remain the most important thing.
Vietta Grinberg: So pivoting a little bit towards the digital agenda, and you and I spent a lot of time connecting on the workflow automation solutions, brainstorming how can we make the life of a salesperson more efficient? How can we arm the salesperson with the best data? How has that changed, and what are your reflections on the journey at J.P. Morgan with digital markets so far?
Olivier Cajfinger: Yeah, I indeed remember very well our first interactions when you were working me through the automation agenda and where you wanted to go, and needless to say, and I'm sure you remember, I was a bit skeptical-
Vietta Grinberg: Yes, there was some skepticism.
Olivier Cajfinger: ... because obviously changing habits is tough. And I do remember your answer was "Caj, I've seen that movie multiple times, so you need to trust me." Having said that, you were right, and it took us a bit of time to understand where the different markets were going, where you wanted us to focus on, and I guess the different teams all over the world have been now focusing and adopting the automation process that you work through. And definitely it has been naturally held by our client requirements, because obviously our clients are also thinking the same way that we are: the low-touch agenda, the high-touch agenda, how do you execute in a faster way, how do you execute in a more impactful way and efficient way. So the automation agenda has been clearly helpful to, again, deliver the right service to our clients.
Vietta Grinberg: Yeah, no, that makes a lot of sense. So Caj, in credit sales, coming in the morning within the credit markets, what does that look like for a salesperson?
Olivier Cajfinger: So first of all, a coffee-
Vietta Grinberg: Coffee, yes.
Olivier Cajfinger: ... to start with. The joke aside, then obviously you look at what have been the main headlines overnight, what has been the past activity the last few days. You obviously reach out to your clients first thing in the morning, sharing color, flows that we have seen and we have executed because they are keen on hearing what J.P. Morgan has been either trading or doing.
Then the dialogue starts. We look at, as I said, the past activity, the cares that our client showed in the last few weeks, and, as you know, we've built a tool internally to keep track of this, what we call IOI, indication of interest, which helps salespeople to remember, to follow up, and to potentially come back to the client with the right offering that they're looking for. So the day-to-day is really interactions between our traders, our research, our syndicate, which brings a lot of new issues, as we know, and obviously delivering this platform to our clients and making sure we match what they are looking for and what we can potentially deliver in light of their requirements.
Vietta Grinberg: I recall when we started working together, a lot of the asks, a lot of the requests from the sales force were around "Help me bring the franchise together." Right? We cover our clients in so many different geographies and we need to see where their common interests around a particular credit. So I remember at the time, really our investment in bringing the franchise together, bringing the data tools together, presenting them to the salesperson in an intuitive, fast, real-time manner, made a lot of the difference.
I remember through that journey us having to be thoughtful about protecting client's information, but at the same time building products that are going to be used by the sales force and ultimately help them deliver the franchise and deliver the value.
Today, building on top of that foundation, we are also looking at workflow automation in the transactional space. How do we expedite the process? Get the solutions to our clients faster from a booking perspective, from a straight-to-processing perspective? And that's another area where we are really collaborating a lot.
Olivier Cajfinger: I think the creative markets are multiple times bigger than they were a decade ago. What it means is means more issuers, more bonds, larger capital structure, just more activity, and many more clients all over the globe. So naturally we need to have tools that help us to log those data to remember them. I mean, when I started, I was using an Excel spreadsheet. Now we have all these tools that you and I have been building to make the job faster, quicker, and more importantly, more impactful for the clients. Because with a different tool that we build, each salesperson has access to the past inquiries or trade of the client they cover, the potential good trade ideas that could derive from those past inquiries, the research input, the research analysis. And all that together, by being displayed and offered by the tools we have built, helped the different salespeople to reach out to the client in a faster way and more importantly, in a more impactful way by basically pitching the trade that will be the most interesting for them by using all this data and tools.
Vietta Grinberg: When I reflect on the challenges that we have to solve for enabling our sales force, when I look at a globally distributed team that is talking to clients in Tokyo, in Hong Kong, in Paris, in London, in New York, in San Francisco, in the Middle East, all over the world, I think our goal, our job within digital markets, is in a distributed environment, in a distributed team, make it feel like the salespeople are sitting right next to each other. Make it feel like we're all right in the same room and we can just talk to each other, even though, of course, physically that's not possible because the business is that complex and that distributed. So what we try to replicate with the tools that we build, with the technology that we are collaborating on, is really creating this network effect, where we build a technology in such a way that even though you could be in a completely different time zone, it feels like you're collaborating with your colleagues right there and then. And not too dissimilar from some of the day-to-day applications that we use in our personal life. Wouldn't you agree?
Olivier Cajfinger: Yeah, absolutely. The complexity of our credit markets, the fact that it's a much richer offering compared to a decade ago, plus the fact that our franchise is now much more global than it is, mean that if we want to make sure we are leveraging on the size of the network of customers we cover, mean that we absolutely need to leverage on the tools we have built to make sure that, as you pointed out, we can leverage on the network effect that you mentioned. I think our credit offering is much more diverse than it was a few years ago; it's richer, but our network of investor is also much larger than it was a decade ago because everyone is invested in credit now. So the importance of connecting the dots internally has never been that important, and the only way to be capable of connecting the dots in an efficient way is to leverage on the tool that your team and my team have been building these last few years.
Vietta Grinberg: No, for sure.
Olivier Cajfinger: Keep in mind that our salespeople have four screens in front of them, and two of them are dedicated to the use of data. How they are reading those data, how they are delivering those data in a user-friendly way to our clients, but also helping them to connect internally with Trader Syndicate, but also other salespeople in various regions, and that helps us to connect the dots even further.
Vietta Grinberg: All right, some fun stuff.
Olivier Cajfinger: Good.
Vietta Grinberg: What does your coffee order look like?
Olivier Cajfinger: It's a very boring order.
Vietta Grinberg: Okay.
Olivier Cajfinger: It's a double espresso during the winter, and it's an iced coffee during the summer.
Vietta Grinberg: Okay, so it's seasonal.
Olivier Cajfinger: Correct.
Vietta Grinberg: Okay, very cool. If you could pick somebody at J.P. Morgan to have lunch with, who would it be?
Olivier Cajfinger: Of course it'll be with you, Vietta.
Vietta Grinberg: Naturally, but we do it enough. So if you had your pick somebody to have lunch with, who would it be?
Olivier Cajfinger: I think I would love to have a lunch with the film crew today because I felt like a Hollywood actor, and that was the first time in my entire life that I felt that way.
Vietta Grinberg: I agree. This is the most glamorous experience at J.P. Morgan for me, for sure.
Olivier Cajfinger: And for me as well.
Vietta Grinberg: One of the things that motivates me in the morning before I come into work is that I feel that in our industry, in our roles, every day is a new problem to solve, which is awesome. I can't say that what I'm working on today is going to be the exact same thing as what I'm going to work on tomorrow. Having the privilege to work at J.P. Morgan, you really get to solve some of the more complex and interesting problems, and I love that. I think that's absolutely awesome. That's a great part of our jobs. What motivates you?
Olivier Cajfinger: It's very comparable. I think a lot of people think that our job can be boring because it's very repetitive and the same task every single day. Actually, I think it's the total opposite. Every single day is different. It's very entrepreneurial. It changes a lot; we have new dynamics every single day. I'm sure you've seen the movie Groundhog Day. Every single day is different. So that's what motivates me when I come to the office every morning.
Vietta Grinberg: No, agreed. We talk a lot about how we use technology in our day-to-day lives all the time, and of course that has an influence on how we build products within J.P. Morgan or for our salespeople, for our traders, for our clients, and even how we use technology in our own personal life. The importance of staying connected in a global business is critical. The importance of me staying connected with my family is very important. I'm actually in transition right now. I'm transitioning from using texting as one of the main ways of staying on top of where my kids are, where my family is, to now going to Snapchat because the kids have made that transition, so now naturally I have to follow. So it's just interesting how it all gets intertwined, and a lot of the experiences that we have from our personal lives for how we use tech are also influencing how we build products with our clients, in collaboration with our clients, with our salespeople, and with our traders. What about you? What's your go-to app every morning?
Olivier Cajfinger: I use LinkedIn all day long.
Vietta Grinberg: Okay.
Olivier Cajfinger: LinkedIn is a fantastic source of information for my day-to-day job. It gives a very good sense of the trends in the markets, the pulse of the new technology, the different new products that are coming to the market a bit everywhere. So LinkedIn is really my good, my go-to app every single morning.
Vietta Grinberg: Yeah, no, makes a lot of sense.
Trading insights: QIS developments and the use of LLMs
In this episode, we hear from Deepak Maharaj, head of Equities and Cross Asset QIS Structuring at J.P. Morgan. Deepak discusses the rapid development of Equities QIS strategies, from the technology enhancements to the use of LLMs in product development, and where this space is likely to evolve in future. Deepak is in discussion with Eloise Goulder, head of the Data Assets & Alpha Group at J.P. Morgan.
Trading Insights: QIS developments and the use of LLMs
[Music]
Eloise Goulder: Hi, I'm Eloise Goulder, head of the Data Assets & Alpha Group here at J.P. Morgan, and today I'm delighted to be joined by Deepak Maharaj, who is head of Equities and Cross-asset QIS structuring, to talk all things QIS and systematic strategies. So Deepak, thank you so much for joining us here today.
Deepak Maharaj: Thank you for having me.
Eloise Goulder: Deepak, could you start by introducing yourself and explaining where you really sit within the business here at J.P. Morgan?
Deepak Maharaj: Sure. So I lead the equity and cross-asset QIS product team. And we sit within the broader market sales and trading division and cover the space of quantitative investment strategies, which is commonly known as QIS. So QIS are essentially systematic strategies that aim to provide clients with exposure to common investment themes such as market beta, risk premia, alpha, or hedging type strategies. It's an area that's grown in popularity over the last few years and in particular, the equity QIS space.
Eloise Goulder: That's fascinating. And I'm looking forward to hearing about the rationale for clients using these products and why they've grown in popularity over the years. And it's worth noting that we have previously featured several other members of your team, Deepak, on this podcast series, so we will show links to those episodes in the show notes. But Deepak, could you start by giving the background to the QIS business as a whole?
Deepak Maharaj: Sure. So, when you think about the equity QIS products, I'd say they're perhaps the longest standing family of strategies, and it's probably why there's a widespread QIS ecosystem today. So if you think back to the seminal research papers of people like Fama and French or Jegadeesh and Titman, those were the original systematic equity strategies that were created. On equity factors in particular, it's fair to say they fell out of favor in the last quant winter from 2018 to 2020, but they have staged a resurgence in the last few years, and at least from a performance perspective, that has meant investors have become more interested in this space. And then in terms of exciting new opportunities within this space, the broader use of equity risk factors within client portfolios, so this is either as a tool for hedging or for tactical trading. There's the advent of intraday momentum strategies on single stocks, so tick-by-tick data. There's trend following applied to equity factors, which I know we've spoken about trend following in the past on this podcast, but it's an exciting development to see them applied to equity factors. And then finally, the use of LLM in strategy construction, as no discussion is complete without the use of LLM.
Eloise Goulder: Absolutely. Well, Deepak, you mentioned there four areas, the equity risk factors, which are perhaps the mainstay and the genesis of the equity QIS business, and then intraday momentum, trend following applied to equity factors. And then of course, use of LLMs in strategy development. So Deepak, could you dive into a bit more detail on some of those?
Deepak Maharaj: Yeah, sure. So if you think about the intraday strategies as an example it's fair to say they've been around for a number of years, but applied to futures. So this development is leveraging the intraday technology, but applied to single names. And that is allowing investors to capture various microstructure effects that may happen in single securities, such as intraday momentum, mean reversion, or even relatively new. The amount of compute and resources that you would need to be able to effectively run such strategies and that's only becoming possible in recent years with the improvements in technology and infrastructure. The second area, trend following applied to equity factors, that is definitely a new area of research and development, and we see that as being a complement to existing trend following mandates. It's been shown that equity factors do exhibit trending behaviour, and that can be captured in a systematic trend following algorithm. And we see that as very much diversifying existing trend following products. Because if you think about traditional CTA-type products, the majority of them tend to be on things like equity futures or bond futures or market beta instruments, whereas equity factors are inherently long short in nature, so you're really accessing a different spectrum of risk and return. Finally, with the advent of LLMs and the incredible power that you have in these algorithms, there was a lot of interest in whether they could be used in systematic strategies. And we found a way to incorporate them into an existing family of thematic indices. That family is called Quest, and it stands for Quantitatively Selected Themes. And that family essentially uses so-called big data in the form of news articles to find companies which are associated with a given theme. And the LLM enhancement that we developed was essentially to refine the words that we are using to search for company theme associations. I'd say it's a continuation of our efforts in the space of incorporating new technologies such as AI into product development, and makes for a richer offering for investors.
Eloise Goulder: It's so interesting that you're now using GenAI in your investment strategies via this use of LLMs. Deepak, how transformative is this versus your prior work on NLP, natural language processing, to assess sentiment, which I know you've been doing for years?
Deepak Maharaj: Sure. So I think it's true that the application of LLM in our Quest product was essentially an evolution of an existing model, which was using NLP. And we did some tests internally when we were developing the LLM product to see how effective it was relative to the old model. And we indeed found that it was much better at identifying specific keywords and themes compared to the previous model. So in this small area of the strategy ecosystem, LLMs have been shown to be more effective. Having said that, given it's such a new technology, it's difficult to say at this point like how this process will evolve, and how widespread the use of LLM in systematic strategy construction will be. One of the challenges, with LLMs is that the results can be random. That is the antithesis of systematic strategies which are designed to be repetitive, rules-based and replicable.
Eloise Goulder: Yeah, it's such an interesting point. And Deepak, you mentioned at the start that equity QIS has really been a growth area within our business, so I'm intrigued as to which clients are utilising QIS and whether the breadth of those clients has increased over time.
Deepak Maharaj: Yeah, it's an interesting point because we've seen quite a wide spectrum of clients accessing QIS strategies and in particular, equities QIS strategies. If you break down by client type, on the hedge fund side, we see a lot of them interested in things like equity factor products where they're using this either to take exposure tactically to specific factors or to hedge factor loadings within their portfolio. It's interesting when we talk about equity factor products they are becoming increasingly commoditised. And if you think back, say, maybe 30 years ago when sector investing was considered an exotic product, it's clear that equity factors are heading in this direction of becoming more commoditised. Especially the more common ones such as value, quality, momentum, low volatility, and so on. And we see investors increasingly using these as tools either for tactical trading or for hedging in their asset allocation. With regards to the thematic products, we also see interest from hedge funds and asset managers on the thematic side where this is essentially a market access product for thematic investments. And thematic investments have grown in popularity over the last few years with the emerging technology, decarbonisation, and digitalization of the economy. And Quest is essentially a systematic way to create these themes, and also allowing you to measure thematic exposures within your portfolio. So it serves two purposes here. And then for the sort of broader spectrum of clients' intraday is perhaps an interesting case because essentially it's accessing a new market segment which was previously only available on futures, but now you can have an intraday strategy on some of the mega caps that everybody talks about and potentially capture more alpha.
Eloise Goulder: Well, Deepak, you've discussed all of these products that you're working on, and you've discussed the fact that this equity QIS business is a growth area with more and more clients wanting to engage with it. So what's next?
Deepak Maharaj: It’s the new data sets and leveraging those new data sets because there is so much data out there. Whether we're looking at intraday data, which is tick-by-tick on specific stocks, or things like social media data, sentiments, credit card, et cetera, there's just a vast amount of data out there, and one area which we're exploring is the application of macroeconomic data to equity strategies. And I think that's a relatively under-explored area because it's hard to access good quality time series-based macro data. And fortunately, we now have this available with our partnership with Macrosynergies, so we're very excited to analyse what risk premia or alpha that could be made available from this dataset. The other area which we're quite excited to leverage is social media or sentiment data. And again, it's relatively new and I know there's been a lot of work done internally to clean this data up and make it in a form that could be consumable by systematic investment strategies. So that's something we can't wait to get started on.
Eloise Goulder: Well, there's clearly a huge amount to be working on, Deepak, so thank you very much for taking the time to speak with us today.
Deepak Maharaj: Well, thank you for having me.
Eloise Goulder: Thank you also to our listeners for tuning into this bi-weekly podcast series from our group. If you'd like to learn more about Deepak's work and the QIS team, then please do reach out to your J.P. Morgan sales representative. Otherwise, if you have feedback or if you'd like to get in touch, then please do go to our website at jpmorgan.com/market-data-intelligence where you can reach out via the Contact Us form. And with that, we'll close. Thank you.
Voiceover: Thanks for listening to Market Matters. If you’ve enjoyed this conversation, we hope you’ll review, rate, and subscribe to J.P. Morgan’s Making Sense to stay on top of the latest industry news and trends – available on Apple Podcasts, Spotify, Google Podcasts, and YouTube. The views expressed in this podcast may not necessarily reflect the views of JPMorgan Chase & Co, and its affiliates, together J.P. Morgan, and do not constitute research or recommendation advice or an offer or a solicitation to buy or sell any security or financial instrument. They are not issued by Research but are a solicitation under CFTC Rule 1.71. Referenced products and services in this podcast may not be suitable for you, and may not be available in all jurisdictions. J.P. Morgan may make markets and trade as principal in securities and other asset classes and financial products that may have been discussed. The FICC market structure publications, or to one, newsletters, mentioned in this podcast are available for J.P. Morgan clients. Please contact your J.P. Morgan sales representative should you wish to receive these. For additional disclaimers and regulatory disclosures, please visit www.jpmorgan.com/disclosures
© 2024 JPMorgan Chase & Company. All rights reserved.
[End of episode]
How hedging market risk is changing
As electronic trading continues to expand across asset classes, how has this shaped the way market risk is hedged? Do market makers hedge risk differently from buy-side market participants? Kate Finlayson from the FICC Market Structure & Liquidity Strategy team is joined by Eddie Wen, global head of Digital Markets and Chi Nzelu, global head of FICC eTrading, to discuss changes in the hedging of market risk, the impact of network centric eTrading and how emerging technology continues to shape portfolio management.
How hedging market risk is changing
[Music]
Kate Finlayson: Hello. You listening to Market Matters? Our market series here on J.P. Morgan's Making Sense Podcast Channel. I'm Kate Finlayson from the FICC Market Structure Liquidity Strategy Team. So as electrification continues across various asset classes, it will be interesting to understand how this has impacted the way that market risk is hedged. In today's episode, I'm joined by my two colleagues who are very, very well placed to discuss this topic. Eddie Wen, global head of Digital Markets and Chi Nzelu, global head of FICC E-Trading. Welcome, Eddie and Chi.
Chi Nzelu: Thanks, Kate.
Eddie Wen: Great to be here.
Kate Finlayson: So let's perhaps start from the basics, right? How do we as a market maker, hedge risk and has that evolved over time?
Chi Nzelu: So if we go back I mean, way back, we would typically manage market risk on an instrument basis. So we trade potentially into a cash products and we manage on the same cash flow or possibly cash flow future on money basis risk. And it was typically about simple. Nowadays we tend to consider more portfolio risk and the idea is we are market making across many instruments, contributing risk into a portfolio distributed across clients all around the globe. So it's necessary to be able to quantify that analytics and be very clear on the precise measure of the factors of risk that we accumulate in our portfolio. This also enables us to operate at scale as we distribute products.
Kate Finlayson: Okay. Interesting. Eddie, would you say that the culture of how we approach market risk has changed at all?
Eddie Wen: Yeah, say so. I mean, there's definitely the movement towards a from the qualitative to the quantitative. We look at the traditional risk manager who looked at risk previously. It was qualified flows as being good or bad. The reality is there is a lot of gray in between and with the amount of data that we have, a lot of analytics that we provide, we can now measure the quality of those quantitatively and make decisions much more objectively. And with that, there is a culture of experimentation, right? Looking at things not just by the word of conventional wisdom, but rather does the data tell the story that we're looking for? And some of the things that we have learned over the years through the data analysis that we have has taught us a lot of how electronic trading has been a very different way of conducting business and how we've done it traditionally.
Kate Finlayson: Interesting. Chi. what do you think is driving this change? What are the perceived benefits from your site?
Chi Nzelu: Sure. So so we think there are a few factors that are working. Complementary there is the rise of electronic trading. The more electronic trading you get, the more competition you have. Clients want to engage very similar services, multi dealer single dealer competition by providers in a single dimension. Liquidity and price leads to margin compression. And as a result, you have to be very precise in your measures of risk understanding what works for your market, making strategy, properly understanding client flow. Also, resource constraints, the cost of doing business, the balance sheets, etc. So I would say margin compression is a consequence of competition and a result of margin compression. There's a lot more precision in risk management.
Kate Finlayson: I see. Eddie, if we take a step back for a moment and look at the broader market structure, you and I have spoken about the development of the network centric E trading model with the establishment of bi-lateral channels of connectivity via APIs, the move away from the club model. We've seen that with effects increasingly more with U.S. treasuries and credit is an interesting space to watch too. How is the development of this network centric E trading model shape the ability to scale, which is what she was mentioning before?
Eddie Wen: Look, there's no doubt that the digital distribution process has fundamentally changed how we service our customers. The reality is that most of our liquidity is actually coming from the customers, from the network effect that we have, from the servicing through the various different channels that we provide liquidity through. And increasingly, these platforms that we service are creating more of a concentration effect where we can service our customer access to liquidity from them the same way they access it from us. How we distribute our liquidity is fundamental to how we portfolio manage the risk that we've got.
Kate Finlayson: I see. And Chi, how does this change in model feed into your analytics when assessing performance?
Chi Nzelu: Sure. So we see the network model as a rich datasets on the star clients to now engage with us through a variety of channels. Each one has its own attributes in terms of flow quality, transaction cost, and that enables us to customize liquidity. Ultimately, our objectives are still the same. We want to be able to distribute sustainably, scale the franchise, subject the cost and understand how protocols work. So a very good example is in the stream model, we could distribute access effectively across our risk factors in the RFQ model that operates somewhat differently. So we can vary the services that we provide.
Kate Finlayson: Okay. Interesting. So we've been talking right now about how we as a market maker hedge market risk. What about other market participants? And in terms of how our clients on the buy side might be approaching it, is that vastly different?
Chi Nzelu: I think we have similar interests and concerns on the client side in general, They also care about transaction cost and minimize the market impact. If we consider the real money asset manager category, they typically have some risk they need to acquire. They've gradually evolved from trade in risk transfer to using algorithmic execution so they can understand the cost of the transaction. If you move a bit further to the systematics, for example, then they look quite similar to us. They're managing risk somewhat centrally. They understand through risk models how they should manage the portfolio and they have electronic services for distribution. And then you have the hedge funds and the banks who also try to do similar friends to what we do.
Kate Finlayson: I see. Okay. So if we're talking about them moving from a single Strat model to multiple parts multi Strat, they arguably one would see the emergence of centralization, of execution, perhaps from an efficiency perspective. Does that mirror how we approach it?
Chi Nzelu: I think so. We've approached this similarly with a central risk model where we try to internalize products that can trade on dealer-to-dealer venues or exchanges net down risk before we put that out on the markets. This obviously reduces our footprint, saves us on transaction costs as well as market impacts on the multistate model. We see very similar things happening with execution desks, and I believe that also allows them to achieve the same objectives as well as potentially operate risk models similar to what we described using a portfolio-based approach.
Kate Finlayson: Right. And Eddie, your thoughts on that?
Eddie Wen: I think there's an interesting parallel between how the buy side is forming execution desks, whereas similarly, if you look at FICC E-trading, a team that she runs oversees trading across all the FICC businesses. I think the reality is as these business moves toward electronic trading, they look more similar than different. And you're seeing that the investments you make in technology or the expertise you develop in these areas are transcending across the various different asset classes that we have. And I think those parallels are very similar in nature. A good example that I've seen with clients is that you look at one client, they have combined their equities execution with the execution and the traditional approach of looking at TCAS for equity algos versus FX algos are now being applied equally. So you can see those knowledge sharing and expertise sharing across the different areas. The same thing can be said in foreign exchange where majority of their transactions are done on streaming prices. You're seeing treasuries following the same pattern. So if you have execution desk, they're familiar with that paradigm. It's very easy to take the ideas from one area and apply it to another.
Kate Finlayson: And Chee looking to more of a future state. We know we have the development of artificial intelligence continuing at pace, large language models as well. Do you think this development has any impact on how market risk is hedged at all?
Chi Nzelu: So I would say in the large language model category, possibly unlikely for portfolio risk management. However, we already see interest in ML techniques in trying to understand the important features as we continue to expand the assets on our particular portfolio. We think those are typically be done offline. So identify what's interesting is hedge or the best way to manage risk in a portfolio and maybe in a future stage. And I'll say long term future that might evolve into something more active.
Kate Finlayson: Interesting. Okay, Fascinating. Well, listen, thank you both, Eddie and Chi for your thoughts today. There are some really, really dynamic developments in this area. So something for us to keep an eye out for sure. And thank you to our listeners. Stay tuned for more fic market structure content on this channel.
[End of episode]
Navigating the hedge fund frontier: Insights on early-stage investing
Dive into the world of early-stage hedge fund investing with Kumar Panja, EMEA head of Capital Advisory Group and Sam Diedrich, Managing Director and head of Absolute Return at Partners Capital Investment Group. Uncover strategies for emerging managers, the power of SMAs, and the art of probabilistic thinking. Perfect for aspiring managers and savvy investors seeking a competitive edge.
Navigating the hedge fund frontier: Insights on early-stage investing
[Music]
Voiceover: Welcome to Market Matters, our markets podcast on Making Sense, the hub for J.P. Morgan Corporate & Investment Bank podcasts. In each episode of Market Matters, we discuss the latest news and trends shaping markets today.
Kumar Panja: Welcome back to our market series here on J.P. Morgan's Making Sense podcast. I'm Kumar Panja, EMEA head of Capital Advisory Group, which introduces institutional investors to our hedge fund clients, as well as consulting with our hedge fund clients on all aspects of running their business. Joining me today is Sam Diedrich, a Managing Director and Head of Absolute Return at Partners Capital Investment Group. Sam, thanks for joining us.
Sam Diedrich: Thank you so much. It's really a pleasure to be here. I'm very excited to speak with you about early-stage managers.
Kumar Panja: So in the next few minutes, we're going to cover a lot of ground about investing in early-stage managers, both from a perspective of what managers need to do to prepare themselves and think about their place in an early-stage manager program, but also from an LP perspective, those investors that are thinking about expanding their exposure to early-stage managers in their current hedge fund programs. Okay. So Sam, I'm a portfolio manager, I'm sitting in another manager, I think I'm pretty good at what I do. I make money, and more importantly, I make money in a good risk-adjusted way. I believe that I can do this in a different construct and have my own fund and management company, but I need an anchor investor. And you have a new manager program. You can do a deal with me and I can do a deal with you. So what do I need to do for you to take my call?
Sam Diedrich: It's a great question. We get that quite a lot sitting in our seat. I think the first thing to do is really to think through and get great advice from folks like us who are involved in early-stage managers. We're unique as an allocator in that our program is specifically designed to engage with early-stage PMs. There are other early-stage partners that you should seek advice from, including people in investment banks, on the sell side, as well as potential seeders and other anchor-type investors. Before you go to, I'd say, a broader audience of investors, what you really want to have in place is a clear path and understanding in terms of how you're going to build this business. How much time you need, what the working capital requirements are, what the staging is, how long it's going to take to keep people on board, just have a real coherent story there. The second component is a similarly clear articulation of your investment process. There it's really important to understand how you're going to run your portfolio as a whole in the context of a hedge fund business. So, you have to think about drawdown management and what's going to be acceptable as an external hedge fund, versus what may be acceptable inside of your PM shop. It could be more risk, it could be less risk, but just having a clear articulation of how you compare to others and what your edge is. Then finally, I think in terms of the staging of your investment, it's important to have a clear view about will you use anchor investors? Will you use seed investors? How will you sequence your investment over time in order to build your firm? And there I think it's really important to think about and consider the value of an anchor investor in that early-stage launch because they can make a real difference in helping you build a sustainable and successful business.
Kumar Panja: Okay great. If I continue with this analogy of a portfolio manager who's thinking of setting up their own fund, I would speak to, as you said earlier, just a number of market stakeholders, some of them might be banks, some of them might be capital introduction teams at J.P. Morgan, they might be telling me that there are several early-stage investors that I should be speaking with or at least engaging with. So I have several choices. Now, it strikes us what you are doing is it's very much like a multi-PM platform expressed through using early-stage managers to build and achieve that. How do you think about the early-stage investment process?
Sam Diedrich: Well, first of all, absolutely, I agree. Managers should be speaking with reputable capital introductory teams, such as J. P. Morgan, where you have access to, really what’s going on and the pulse of what investors are looking for, what kind of products are resonating, what’s in vogue. How to structure investments, how to structure teams, how to structure the pitch. All sorts of good advice as well as access to tools like Edge, for example, the tool you have for connecting managers with investors, that really, they can leverage and get access to some of the connections they’re looking for. In addition to your second point, in terms of using early stage manager investments to build a multi-PM platform. That’s exactly right. That’s essentially what we’re doing in our structure. I've been investing in early-stage managers for really my entire career on this side of the table. There's a lot of key advantages as an investor for engaging with early-stage managers. Studies have shown, for example, that it's during the first few years of a hedge fund's life that you see the most outperformance. I think that can be driven both by capacity constraints that appear later in a hedge fund's life, as well as just the motivation and hunger that we really tend to see in an early-stage manager's lifecycle. Another key advantage is just terms and being able to structure things that make sense for an investor. And one of the key advantages there is structuring. When we're investing in early-stage managers, what we really focus on is investing through an SMA structure. What that allows us to do is maximize the outperformance in early-stage investing that we see while minimizing a lot of the additional risks that go along with early-stage investing. Those additional risks are usually in the form of operational, business, access to preferential terms from their counterparties, given that they're small and new. That's where our SMA structure can really solve for a lot of those things. We have access to a great counterparty term given our scale. We have the operational framework that we can put in place, or manage, or help managers put in place. Given our transparency, risk controls, and the risk guidelines and framework, we can really control some of the downside that could appear within that early-stage program. So our early-stage program uses SMAs as a way to manage a lot of those additional risks.
Kumar Panja: It's like very much this old adage of, you're happy to underwrite investment risk, not happy to underwrite business risk.
Sam Diedrich: Exactly. And with early-stage hedge funds as well as more established hedge funds, there can be significant business risk. Hedge funds are a vulnerable business model. If we can add some ways to mitigate some of those risks, both parties we think are better off.
Kumar Panja: Let's pick back up this SMA because our observation has been that SMAs have been in existence for decades, but the driver behind investors using SMAs has changed over time. Initially, it was control or transparency, now we see there to be a proliferation of SMAs usage, especially also in the early-stage manager environment. Do you see that as well?
Sam Diedrich: I do. Thinking even prior to the crisis when I was using SMAs for early-stage investing, there really wasn't a lot of other competitors out there using SMAs in that same way. Some of the key advantages that we were really focused on at the time were control and transparency, as you said. That has definitely evolved over time. Not only have they become more prevalent on the LP side, but now we see that the majority of hedge funds out there are either running SMAs or willing to run SMAs. Just the breadth of opportunity set is much higher, and to the point that even most multi-PM platform hedge funds now are using SMAs to complement their internal programs.
Kumar Panja: When we speak with a lot of managers, they have more than a reticence about taking on a separately managed account because they feel that, particularly in the early-stage of a manager, they feel as if they want to reduce complexity in their business. They have either heard or they observe that having a minimum of two pools of capital if not more, adds to complexity. Has that changed? Do you want to challenge that thinking that managers might have?
Sam Diedrich: I think that is a common misconception really out there. When you think about launching a hedge fund, the sequencing of investors is really important to think about. If you could launch a single vehicle, have hundreds of different clients all at full fees, that's clearly profit maximizing. What we often find is that is not the case and people actually have to stage their building of their business over time. Often in the early-stage involves anchor investors, seed investors, strategic investors. In that strategic investing landscape that used to be dominated by traditional fund of hedge funds, and they would engage early in hedge funds as a way to differentiate themselves to their end clients. Those business models have really been vastly reduced in the last 10 years to the point now where they really are not able to anchor in the way that they traditionally did. A new class of investors has appeared, which is the SMA investor, which are increasing in number, sophistication. As that investor class has increased, the support around that, and the willingness, and the ease of which those SMAs can be implemented and executed has also increased. For example, banks, J.P. Morgan has really been one of the ones leading the way there in terms of making it easy for SMAs to be operated both by the manager and by the LP. When you're a manager, and you're launching a new hedge fund, and you're looking at all these different anchor investing options, I think the SMA investor is a great option because one is they typically do not take part of your economics as opposed to a seeder. That can be a great benefit. Second, the SMA investor is going to be committed to your business just because it's going to cost them time and effort to set up these SMA accounts and to maintain them. For these relationships not to work out in short order is very costly for your investor. They're therefore committed to the relationship. The SMA investor through owning the positions has full transparency of what's going on. They understand what you're doing and are therefore more likely to be able to see past small hiccups that could occur as you execute your investment strategy. Then finally, it does take a certain level of sophistication and size to have a successful SMA program. The class of investors that you're accessing when allowing for SMAs, generally you're going to be with a more sophisticated end of investors. Again, that likely is going to lead to a little bit more resiliency for that relationship should you encounter any unforeseen challenges.
Kumar Panja: Then just going back to one of the things we mentioned before, the portfolio manager is thinking of engaging. When is the right time for them to engage? Do we get this question all the time? Again, some managers will instinctively have a view themselves before they come to us, others will be seeking advice for the optimum time for them to start a conversation. As you would advise, how would you advise managers in that position?
Sam Diedrich: Sure. We're a little bit unique as a manager focused on early-stage opportunities in that we welcome these conversations even before the idea is fully formed. A lot of times, we are helping strategise with them. How do I build this business? What are the key things that I need to be thinking about? How do I stage this? Before you go to a broader audience, though, I think what you really want to have is a clear business plan where you can articulate who I'm going to hire, how they're going to come on board, timing details, when I'm going to launch, et cetera. The second thing is having a clear articulation of your investment process and edge. I think those are the bare minimums before you really start to engage with a broader audience.
Kumar Panja: Some of this approach is a reflection of your own early background not in finance, but in engineering. How much has that informed you and shaped your decision-making and the process that you have been able to bring?
Sam Diedrich: I think my background in engineering has really prepared me well for managing risks and creating portfolios that meet different mandates. That very much colors our approach to investing in hedge funds and in early-stage hedge funds. I spent some time doing engineering research principally focused on signal processing, communications, signal detection, estimation theory, control theory. One of the first places I was fortunate enough to work for some period of time was the Jet Propulsion Laboratory in Pasadena, California, when I was very much starting out in my career. It was super exciting. I really enjoyed being part of a greater mission and working alongside all these esteemed and smart colleagues. At the time, we had just come as an organization, come off some incredible successes with the Pathfinder mission, which was a mission to Mars that was one of the first of its kind and was incredibly successful. While I was there, we had some unsuccessful follow-up missions that I think were an important lesson to me. Thinking through that experience, what it really ingrained on me is that failure is proof that you are doing something that is cutting edge. If you're 100% success rate of everything you're doing, you're extremely successful for, it means you're probably not taking enough risk. What's the excitement in that? Those years were definitely formative, as well as in the way that I view the world and the frameworks that I bring to investing.
Kumar Panja: That’s a really interesting early start to your career, Sam. So, how do you apply this rocket science, this engineering framework to manager selection?
Sam Diedrich: When trying to decide whether or not to include a certain return distribution strategy, a PM, a manager within a portfolio, what I'm trying to do in that assessment is try to decide and get an intuitive sense for what that distribution of return looks like in a forward-looking way. Certainly there's some characteristics that I look for. What's the volatility? What are some of the risk-adjusted returns I can expect? What is the drawdowns? That is informed by historical track record, but also trade structure, market structure, behavioral elements to how these strategies are managed over time, trading strategies, et cetera. What I'm really trying to do is map out with a high degree of confidence what this distribution of returns looks like in a forward-looking way. Similarly, when I'm making decisions around exiting a strategy, trade, PM, manager, what I'm really thinking about is in what ways could I have been wrong in my mental map of that distribution? When I go into a strategy, I recognize that I'm buying the distribution. I'm not buying the half of the distribution that I want, I'm buying the full distribution. Just because I'm seeing a drawdown, just because I'm seeing some challenges is not necessarily an indication that there's been a mistake or something like that. What I'm really trying to map out is are the observations, the P&L is one of them, but there can be other changes in trade structure, changes in characteristics of the portfolio, am I still within the realm of the distribution that I underwrote or is it now something different?
Kumar Panja: This is interesting. This is picking up this point about probabilistic thinking or Bayesian thinking because it allows you to, as you say, accommodate the return profile, which may not be positive or as positive through time, and managers will necessarily obsess about having a constantly positive and increasingly positive return stream over time. It gives you the ability to look at a portfolio and be accommodative of a strategy's or a portfolio manager's variance in performance over time. I guess what we're saying is the thinking leads you to be rather than trying to be right, you strive to be less wrong with time. Is that right?
Sam Diedrich: I think so. You have to acknowledge that you're going to have a failure rate in the process, and you're trying to design an overall process and approach that acknowledges that, and embraces that, and manages that. Don't get me wrong, this is a performance business and we have to perform for our clients. When we make investments, we expect that on average, they will outperform and perform over time. That being said, as I mentioned before, just because something has having a hard time, it doesn't necessarily mean that we're doing the wrong thing or we've made the wrong decisions. In fact, the converse is true where if everything is going right, that's also a warning sign because it means that maybe you don't have a differentiation. You're really relying on one type of return driver in your portfolio. If the market conditions change, if the environment changes, you could really be vulnerable.
Kumar Panja: I'm sure that's a huge relief to many managers or aspiring managers who are listening to that kind of view of the expected return profile of managers. Just looking at then the program itself because obviously the fuel behind the program is your LP base, can you talk to us a little bit about how LP should be thinking about if they want to incorporate new managers into their program? They perhaps are not large enough and not resourced enough to do it themselves, how should they be thinking about putting this into their hedge fund portfolio?
Sam Diedrich: The business model that we've built here at Partners is really focused on partnering with early-stage PMs and helping them build a business that's sustainable and successful. By doing so, what we get out of it is we get access to differentiated returns, we get access to high-quality risk-adjusted returns on terms that suit our overall program, and using structures, specifically SMAs that allow us to maximize cash efficiency and maximize our risk-adjusted returns, our risk management frameworks, and do so in the most cost-efficient way. We do see many other LPs following this approach. SMAs are becoming increasingly popular, as I mentioned before. It does take a lot of sophistication and operational heft. There's complications involved in managing these programs. You have to think about this holistically. It comes down to what's your differentiated pull on talent, how are you differentiated versus other early-stage investors, to managing the portfolio as a coherent portfolio that will meet the objectives and returns of your clients. The way that we've structured that is we use a multi-PM hedge fund structure in order to maximize our probability of achieving that mandate. To our clients, our portfolio looks as though it is a well-diversified, low beta, multi-strategy hedge fund. We're able to use that structure in order to provide early-stage trading capital and working capital to managers.
Kumar Panja: What about then the value proposition to managers?
Sam Diedrich: I think when you're a manager and you're looking through that early-stage pipeline of investors, you have a few choices. One is a traditional seeder, and they can be a really important partner for you. Seeders are really important if you need working capital to get to the starting line. If you need someone to come in and invest in the business and get you to the registration, get the people hired, get the operations in place before you accept external capital. Anchor investors can come in typically after the business is set up. The advantage of working with an anchor investor is they don't typically take part of the economics. We would fall into the anchor investor camp. Our goal in partnering with early-stage managers is to gain access to those strategies at what we feel is an ideal time in order to maximize our risk-assist returns and access premier talent within our SMA program. We differentiate our offering in the philosophical approach, I suppose, that we take with that early-stage relationship in that we don't require a revenue share, we don't require part of the economics. We don't demand exclusivity, we embrace the fact that a PM is going to want to build a hedge fund business that has multiple clients and is more sustainable over time. We do what we can to help and really partner with those PMs in that phase.
Kumar Panja: Thank you, Sam. This has been really helpful. I know that it's been very positive in terms of the message to those early-stage managers or those that are looking to perhaps start their own business in the coming months or years. Very, very helpful. Thank you for your time, Sam Diedrichs. Thank you.
Sam Diedrich: Thank you so much for allowing me to be here. I really enjoyed it.
Kumar: Thanks very much for listening. Tune in for further podcasts. My thanks, again, to Sam Diedrich for his time and insights. Until next time.
Voiceover: Thanks for listening to Market Matters. If you’ve enjoyed this conversation, we hope you’ll review, rate, and subscribe to J.P. Morgan’s Making Sense to stay on top of the latest industry news and trends – available on Apple Podcasts, Spotify, and YouTube. The views expressed in this podcast may not necessarily reflect the views of J.P. Morgan Chase & Co and its affiliates (together “J.P. Morgan”), they are not the product of J.P. Morgan’s Research Department and do not constitute a recommendation, advice, or an offer or a solicitation to buy or sell any security or financial instrument. This podcast is intended for institutional and professional investors only and is not intended for retail investor use, it is provided for information purposes only. Referenced products and services in this podcast may not be suitable for you and may not be available in all jurisdictions. J.P. Morgan may make markets and trade as principal in securities and other asset classes and financial products that may have been discussed. For additional disclaimers and regulatory disclosures, please visit: www.jpmorgan.com/disclosures/salesandtradingdisclaimer. For the avoidance of doubt, opinions expressed by any external speakers are the personal views of those speakers and do not represent the views of J.P. Morgan.
© 2024 JPMorgan Chase & Company. All rights reserved.
[End of episode]
How bond ETFs are shaping the trading landscape
As innovation in the fixed income landscape continues to evolve, Meridy Cleary from the FICC Market Structure & Liquidity Strategy team is joined by Matt Legg, global head of Delta One & ETF Sales, and Julie Abbett, head of U.S. ETF Sales for Equities and Credit, to discuss the role of ETFs in fixed income, the rise of ETF options, European and U.S. markets and more.
How bond ETFs are shaping the trading landscape
[Music]
Meridy Cleary: Hi, you're listening to Market Matters, our market series here on J.P. Morgan's Making Sense podcast. I'm your host, Meridy Cleary from the FICC Market Structure team. And in today's episode, we're going to break down the credit ETF landscape, looking at what is driving demand and how these products are making fixed-income markets more resilient and accessible to a broader investment base. Here with me today, I'm joined by Matt Legg, global head of Delta One and ETF Sales, and Julie Abbott, head of North America ETF Sales. Hey, guys, thanks for joining me today.
Matt Legg: It's a pleasure. Thank you.
Julie Abbott: Thanks, Meridy. Great to be here.
Meridy Cleary: Yeah, it's great to have you guys. So Matt, let's start with you. A topic we've been monitoring in the market structure team is the evolution of the credit market, particularly around how credit instruments like corporate bonds and credit derivatives are evolving. Over the last decade or so, we've seen ETFs enter the fixed-income market, and since 2020, credit ETFs have hit really major milestones. Matt, how is the growing adoption shaping how these products are being traded from your perspective?
Matt Legg: Absolutely. So Bond ETFs have been growing for a number of years now. In fact, we'd have to say accelerating for a number of years and it's a global story. The strong asset growth in each region, U.S., Europe, and starting to accumulate in Asia. To give some numbers and some context, there's now around $2.5 trillion of assets in bond ETFs, and that's out of the $14 or so trillion of total AUM and ETFs. It's a really meaningful portion. And the milestones you mentioned, Meridy, are pretty recent as well. I remember when the industry, only five years ago, celebrated the milestone of AUM and fixed-income ETFs going through $1 trillion. Now we're at two and a half.
Meridy Cleary: Oh, wow.
Matt Legg: And they're not simply investment assets. They're being used as trading assets as well. In the U.S., fixed-income ETFs make up 15% of total ETF traded volume. And in Europe, even more so at 25% of total volume. That adds up to a really significant run rate. Currently, we're on track to execute $6 trillion of notional in fixed-income ETFs, meaning it's a really important asset class for all market participants.
Meridy Cleary: Wow. That's really interesting. And I'm curious in times of market volatility, if we think back to March 2020, or the SVB selloff, or even recent times of geopolitical events, what role can ETFs play during those periods?
Matt Legg: Well I think in those periods of time, investors are really looking for access to bond beta. That's what ETFs can provide. That's a really strong pull factor into the asset class. Increasingly, in periods of stress, we've actually seen ETFs pull liquidity and act as a price discovery instrument when underlying bond markets starting to dry up. And those events have actually acted as a proof of concept for ETFs as that liquidity instrument and as that price discovery instrument. And since then, we've seen accelerating usage with more investors relying on them to provide beta in those times of stress. It's been really common to see hedge funds, multi-asset investors, and a range of other investors manage their portfolio beta through ETFs, the same as they previously might have done with index TRS or with CDS products.
Meridy Cleary: Thanks, Matt. That's really interesting. And Julie, I'd love to hear your thoughts as well. If we contextualize the credit ETF landscape with the broader ETF ecosystem, in your view, what is the current structure of the market, and what are some of the differences between U.S. and European ETF markets?
Julie Abbott: Thanks, Meridy. Of course. So the U.S .ETF market is the largest in size globally and has grown to over 10 trillion U.S. dollars in assets across all asset classes. Specifically, fixed-income ETFs have grown to over 1.6 trillion. U.S. ETF volumes as a percentage of total volumes on average have made up a large amount of daily volume, 25 to 30% of the daily ADV compared to European ETF markets, which stand at approximately 16%. You also mentioned market volatility earlier. What we've observed is that in times of market stress, ETFs percentage of volumes tend to increase. In the U.S., for example, this number reached as high as 38% on August 5th of 2024.
Meridy Cleary: Interesting. And how are ETFs traded? If we think about the U.S. and Europe, how are they traded differently in those two jurisdictions?
Julie Abbott: Yes, it's a bit of a different story in Europe. The market structure is currently much more fragmented, partly because there is currently no consolidated tape. And therefore, we observe a much smaller percent of on-exchange ETF trading. The introduction of the EU consolidated tape is set to provide investors with a bit of a clearer picture of ETF trading and liquidity in the EU.
Meridy Cleary: Interesting thanks and let's get into some of the execution trends that you're seeing, Julie. How are market participants executing and how has this changed in recent years?
Julie Abbott: Yeah in the U.S., we observed three main execution types for ETFs. It's really block trading, request for quote, and on-exchange trading. Alongside larger ETF volumes, we're also seeing more and more instances of oversized block trades as a key trend. A block trade, as a reminder, is an off-exchange protocol that allows investors to trade a larger amount of shares and notional dollars in a single trade with more discretion. In fact, it now represents approximately 30% of all J.P .Morgan fixed-income ETF market volumes in the U.S.. This off-exchange activity is due to the comparatively fragmented European ETF market, as every ETF in Europe is able to be listed and traded across multiple exchanges across the continent.
Meridy Cleary: That's really interesting, thank you. And I'm curious how the investor base has evolved. We know that retail participation in ETF has picked up quite a bit since COVID. What about the institutional space?
Julie Abbott: In the U.S., ETFs have and continue to be the wrapper of choice for asset allocation decisions within the managed wealth space. ETFs are an attractive investment products because of their relatively low share price, which provides flexibility, intraday trading, and tax efficiency. The growth of the model portfolio market in the managed wealth space is also fueling the growth of ETFs. What we are observing is growing adoption of ETFs in the institutional space as well. A subsection of ETFs, especially fixed-income ETFs, have grown and are utilized like macro products alongside futures and swaps as part of the Delta One toolkit. The rise of portfolio trading due to the growth of ETFs has driven more demand in the institutional investor base as well.
Meridy Cleary: Innovation in the credit space has been pretty exciting to watch. The rise of credit portfolio trading, Julie, that you mentioned, has been a key trend in market structure. This is where a basket of credit instruments can be executed in a single trade. Matt, how is the rise of portfolio trading linked to the growth in credit ETFs?
Matt Legg: Well I mean, I think the portfolio trading in credit really has only become possible since or because of the growth of ETFs, or it's certainly, they're heavily codependent. So ETFs help portfolio trading in the sense that they provide a real-time level on a basket of bonds, and that basket of bonds essentially looks and feels like a portfolio trade. And because of this, ETFs are really commonly used as a central component of the pricing of that portfolio of bonds or of a portfolio of bonds. And when you're pricing up a portfolio of bonds, ETFs or the ETF levels are going to be one of the first inputs or components that's going to be used to help determine that level. Further to this, ETFs make up nearly 12% of the IG bond market, nearly a quarter, maybe even a quarter of the high-yield market. And so another way to think about this is that as well as providing pricing inputs and pricing transparency, the ETFs are also providing liquidity to a less liquid component of the market and are also providing liquidity to less liquid portions of the market and transparency to more opaque parts of the market. So certainly, a key component of the growth of portfolio trading.
Meridy Cleary: Interesting, and what you're saying is that this increased liquidity translates to the underlying bond market as well.
Matt Legg: Yeah, absolutely. We can look back to recent history, 2019 to 2023, credit ETF volumes nearly doubled. So really significant increases in the amount of activity in that wrapper, and that has fed through to liquidity to the underlying market. It's led to a large universe of bonds being traded in total and more volume being traded in those bonds. We can look back to a few data points since 2020, for example, the percentage of high-grade bonds that don't show a trace print over one week has dropped 2% from over 7% before. And similarly, if we think about the share of high-grade bonds that trade less than a million dollars a week, that's continued to decline, dropping from 30% in 2020 to under 17% today.
Meridy Cleary: Oh, wow.
Matt Legg: The additional liquidity that the ETF market provides is really allowing for larger-size portfolio transactions.
Meridy Cleary: Thanks, Matt. And Julie, a trend that I find quite interesting is that the majority of new ETF launches in 2024 have been actively managed. Could you explain this shift from passive to active? What types of investors are attracted to the active strategies?
Julie Abbott: Yeah, absolutely. It's actually a very interesting development. Actively managed strategies now represent over 60% of the new launches in each of the past four years and have taken in over 25% of all U.S. ETF inflows in the past year, which is really impressive. Their current assets under management in the U.S. has grown to over 800 billion year-to-date. And we really believe there are some major recent developments that have contributed to the growth of active ETFs. Number one, the introduction of the ETF for all, which really gives the expansion of the same regulation as for passive that allows active ETFs to use custom creation redemption baskets, which permit them to be more efficient in portfolio rebalancing and therefore more tax efficient. Also, the approval of the non-transparent and semi-transparent ETF structures, which really opened the door for active strategies. And those managers take a closer look at the ETF wrapper and feel more comfortable with the structure. Although they ultimately did not really adopt this one, they did go ahead and adopt the active transparent. Also, along the same time, the popularity of thematic strategies, especially disruptive innovation, as well as options-based ETFs have been a big driver. And then also the ease and ability to convert existing portfolios, such as mutual funds and separately managed accounts to the ETF wrapper have grown growth as well.
Meridy Cleary: Thanks, Julie. And something you mentioned there, ETF options certainly making headlines. Matt, can you tell us a bit more about how ETF options emerged and what benefits do they provide for investors?
Matt Legg: So the options market and the ETF markets have really started to intersect and they've intersected in two different areas. One is actually options on ETFs. So providing nonlinear returns on the ETF wrapper itself. And the other is the use of options within ETFs. So giving the ETF the ability to pass on a nonlinear return within the fund itself. So if we're thinking about the first, which I think was the direction of the question, there's been a very, very significant growth in options on ETF volumes traded. So looking at the U.S. and most of that growth as we'll come onto has been in the U.S., but looking at the U.S., there's been very significant volume growth. And there's a big, big range of possibilities of what you can trade options on within the ETF markets. 45% of the ETF market has a listed option on it. That makes up around 1,600 funds. So you've really got a broad range of possibilities to trade. That said, a lot of that volume is concentrated in quite a narrow set. So even though we're seeing big increases in volume, it's really coming principally in SPY, in Qs, in IWM, and actually those three ETFs represent around 95% of total options volume. So it's a good story in that there's lots and lots of volume in those, but it's a little bit narrow still. There's a wide range of possibilities, but it's still concentrated in the volume. The volume is still concentrated in a narrow set of funds. Going outside of the U.S., the picture is not quite as good. So it hasn't really been adopted in other markets in the same way it's been adopted in the U.S. There are some options available, but the liquidity and the volume is really not there yet. However, as with most things in the ETF market, we've tended to see the proof of concept and the growth occur in the U.S. and then that translates over to other markets. I do expect that to change going forward.
Meridy Cleary: That must bring about a lot of benefits, right?
Matt Legg: Absolutely. Obviously, having the ability to trade options changes the possible set of returns that the investor can access through ETFs and we look at the usage of options on ETFs and we can determine how investors are using them. Principally for ETFs, interestingly, they're using them for downside protection. And when we look at the put-call ratio of options trades, it's around 1.7 puts per call traded in ETFs. So as you can see, heavily skewing towards downside protection. If we compare that to single stock markets, it's more balanced. It's actually maybe slightly more calls to puts. Either a balanced use of upside versus downside or slightly more use for accessing upside. It's a different use case to single stocks, but clearly, investors are utilizing that options market to provide downside beta protection, which is obviously a great benefit to allowing them to protect their portfolios.
Meridy Cleary: And you also mentioned the use of options within ETFs. Can you tell us a little bit more about that?
Matt Legg: So yeah, actually that's been growing pretty quickly as well. There's a range of funds which have been utilizing options to give investors access to nonlinear return streams, which as we know is one of the principal use cases of ETFs to give access to investors to a range of returns that would be otherwise challenging for them to access directly. The example here, the AUM in these funds has actually grown now to almost $115 billion. That's across 350 different funds. Over the past three years, that's a six-fold increase. Really rapid rise in the uptake and utilization of those type of funds by investors. And if we look into that and what investors are buying, call-put writing funds are the largest segment. They make up around 60% of the assets in options-based ETFs. And then second is buffer ETFs, which are put spread collar or collar overlay type strategies. That makes up around 36% of the AUM. As mentioned before, the value proposition of that is simply that investors get access to a return stream which would be challenging for them to hold otherwise.
Meridy Cleary: Okay, great. That's really interesting. And earlier we mentioned the consolidated tapes in Europe, as some of our listeners may know, the consolidated tapes have been decades in the making. Matt, how impactful do you think, in the context of the ETF market, could these tapes be for European markets?
Matt Legg: I think it could be very impactful. I think Julie already mentioned the lack of on-exchange liquidity in Europe relative to the U.S., and that's a commonly known and appreciated problem, and lots of people have been working to try to address that for a period of time. The fact that there's not a lot of on-screen liquidity doesn't mean that the ETFs are not actually liquid. It's most dealers, or it's very common to access liquidity for the ETFs by accessing either the liquidity of the underliers or by accessing proxy assets like futures or index swaps or various other ways of getting access to the underlying returns of the ETF, and thereby providing liquidity in the ETF itself. The ETFs can be very liquid, it just doesn't display that on-screen, and the consolidated tape has been one of the solutions that's been put forward to help address that issue. We took a big step towards that after MiFID II, there was a requirement for all ETF trades to print, and therefore all of these OTC trades which were occurring, and there were lots of OTC, lots of liquidity in OTC markets on these ETFs, they all needed to print. And so at least, there was an ability to pull together all of the traded volume and actually see that, but to do that, you have to access it from all the different venues. The idea behind the consolidated tape is simply that it will pull it together and make it more obvious and more accessible for everyday investors to see, and therefore remove some of the questions around the illiquidity of ETFs in Europe, which is not representative of the true liquidity accessible in the product.
Meridy Cleary: We've covered a lot today, so thank you so much Matt and Julie for your insights.
Matt Legg: Thanks, Meridy.
Julie Abbott: Thanks, Meridy.
Meridy Cleary: And to our listeners, please stay tuned for more FICC market structure and liquidity strategy content here on J.P. Morgan's Making Sense podcast. If you're a J.P. Morgan client and have any questions or would like any further information on the topics we discussed today, please reach out to your J.P. Morgan sales representative. I hope you have a great day.
Voiceover: Thanks for listening to Market Matters If you’ve enjoyed this conversation, we hope you’ll review, rate, and subscribe to J.P. Morgan’s Making Sense to stay on top of the latest industry news and trends – available on Apple Podcasts, Spotify, and YouTube. The views expressed in this podcast may not necessarily reflect the views of JPMorgan Chase & Co, and its affiliates, together J.P. Morgan, and do not constitute research or recommendation advice or an offer or a solicitation to buy or sell any security or financial instrument. They are not issued by J.P. Morgan’s research department, but are a solicitation under CFTC Rule 1.71. Referenced products and services in this podcast may not be suitable for you and may not be available in all jurisdictions. J.P. Morgan may make markets and trade as principal in securities and other asset classes and financial products that may have been discussed. The FICC market structure publications, or to one, newsletters, mentioned in this podcast are available for J.P. Morgan clients. Please contact your J.P. Morgan sales representative should you wish to receive these. For additional disclaimers and regulatory disclosures, please visit www.jpmorgan.com/disclosures
© 2024 JPMorgan Chase & Company. All rights reserved.
[End of episode]
Research & Insights
Through the breadth of our coverage and the depth of our expertise and commitment to client service, we are a trusted advisor for clients around the world.
Data & Analytics
An extensive universe of solutions designed to support your analysis and decision-making across the investment life cycle, covering all strategies and asset classes.
Portfolio Solutions
Power your investment life cycle with Vida, our multi-product, cross asset digital Portfolio Solutions platform.
Pricing & Execution
Enhance your execution with one of the largest liquidity pools in the market, combined with the latest trading technology.
Post Trade
Our suite of self-service products puts your firm in control of post-execution, reducing operational risk and cost.
Meet your AdvantEDGE
Access a digitized capital introduction platform designed to intelligently align the capital formation needs of managers with global access to allocators, direct investment opportunities, analytics, exclusive content,
and more.
Global Research
Global Research
Leveraging cutting-edge technology and innovative tools to bring clients industry-leading analysis and investment advice.
Markets
The e-Trading Edit
Traders across asset classes and regions share their views in our annual e-Trading survey, covering upcoming trends and hotly debated topics. How will your predictions compare?
Podcast
Market Matters
Today’s diverse markets can feel vast and complex. From developments in voice, electronic and algorithmic execution, to regulation’s impact on liquidity, we explore the latest insights.
FOR INSTITUTIONAL & PROFESSIONAL CLIENTS ONLY – NOT INTENDED FOR RETAIL CUSTOMER USE
This material has been prepared by J.P. Morgan Sales and Trading personnel and is not the product of J.P. Morgan’s Research Department. It is not a research report and is not intended as such. This material is provided for informational purposes only and is subject to change without notice. It is not intended as research, a recommendation, advice, offer or solicitation to buy or sell any financial product or service, or to be used in any way for evaluating the merits of participating in any transaction.
Please consult your own advisors regarding legal, tax, accounting or any other aspects including suitability implications, for your particular circumstances or transactions. J.P. Morgan and its third-party suppliers disclaim any responsibility or liability whatsoever for the quality, fitness for a particular purpose, non-infringement, accuracy, currency or completeness of the information herein, and for any reliance on, or use of this material in any way. Any information or analysis in this material purporting to convey, summarize, or otherwise rely on data may be based on a sample or normalized set thereof.
This material is provided on a confidential basis and may not be reproduced, redistributed or transmitted, in whole or in part, without the prior written consent of J.P. Morgan. Any unauthorized use is strictly prohibited. Product names, company names and logos mentioned herein are trademarks or registered trademarks of their respective owners. The products and/or services mentioned herein may not be suitable for your particular circumstances and may not be available in all jurisdictions or to all clients. Clients should contact their salespersons at, and execute transactions through, a J.P. Morgan entity appropriately licensed in the client’s home jurisdiction unless governing law permits otherwise. Past performance is not indicative of future results.
All services are subject to applicable laws, regulations and service terms. This material is a “solicitation” of derivatives business only as that term is used within CFTC Rule 1.71 and 23.605.
Where this material is an “investment recommendation” as that term is defined in MAR visit: J.P. Morgan Markets. This material is subject to terms at: Sales and Trading disclaimer.
You're now leaving J.P. Morgan
J.P. Morgan’s website and/or mobile terms, privacy and security policies don’t apply to the site or app you're about to visit. Please review its terms, privacy and security policies to see how they apply to you. J.P. Morgan isn’t responsible for (and doesn’t provide) any products, services or content at this third-party site or app, except for products and services that explicitly carry the J.P. Morgan name.