How AIG Is Reinventing Insurance With AI | Peter Zaffino

4 May 2026 · 56 min · 35 chapters

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In short

Peter Zaffino, AIG’s chairman/CEO, discusses how AIG is embedding generative AI into underwriting and claims, the leadership mindset behind transformation, and how the company manages catastrophe risk (e.g., earthquake, wildfire, hurricanes) using modeling and reinsurance.

Guest backgrounds

Peter Zaffino is AIG’s chairman and CEO, previously COO and CEO/president roles across AIG’s general insurance turnaround. He previously worked at ITT, GE (under Jack Welch), and Marsh & McLennan (starting Sept. 6, 2001; World Trade Center Tower 2 office on 9/11).

Key claims

Transformations need dissent and apprehension, not unanimous consensus. AI is “for real” and will transform business even if progress froze. AIG’s AI strategy is focused on underwriting workflow: faster, higher-quality information for underwriters, better portfolio shaping, and more capacity. Legal involvement works best when brought in early as a collaborative debate.

Notable examples

AIG’s core property casualty business lost $33B in underwriting profit (2008–2017/18). Earthquake insurance pricing depends on exposure, aggregate limits, probabilistic/stochastic modeling, and reinsurance hedging. Investor Day featured Anthropic’s Dario Amodei and Palantir’s Alex Karp to signal credibility and partner commitment.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

Tap a time to open that second in VO

The Importance of Dissent in Transformation

0:00 to 0:45

Explore the necessity of dissent for bold transformations in organizations.

“If you have unanimous support in terms of a transformation, you shouldn't do it because it's not bold enough.”

Peter Zaffino's Journey at AIG

1:08 to 2:28

Peter details his progression from COO to CEO and the challenges faced.

“When I was reading about your journey, and I want to go to the beginning of the journey, but we can zoom in here for a second.”

The Hemorrhaging of Cash at AIG

2:28 to 3:27

Discussion on the unprecedented cash losses and the core insurance business issues.

“That's where I spent a significant amount of my time, you know, early days.”

The Challenges of Operational Roles

3:27 to 4:32

Peter reflects on the challenges of taking on operational roles amidst crisis.

“Is there a world where you join this company, CEO says, OK, Peter, this is a great job.”

Family Background and Early Influences

4:32 to 5:50

Peter shares insights about his family background and early influences on his career.

“He was in the reinsurance business and growing up at the dinner table for you, were you always like, I want to be like dad?”

Career Path in the Insurance Industry

5:50 to 6:44

Peter discusses his varied career path and experiences in the insurance sector.

“And do you, are they in the insurance business?”

Arriving at Marsh McLennan Before 9/11

6:44 to 7:54

Peter recounts starting at Marsh McLennan just before the 9/11 attacks.

“And you've been in it basically your entire career?”

The Events of September 11th

7:54 to 11:02

A vivid recount of Peter's experiences during the 9/11 attacks.

“If it wasn't AIG or wasn't something significant, I would have stayed at Marshall Clinton, great company, really enjoyed, you know, the people, the clients.”

Building Back After 9/11

11:02 to 13:34

Discussion on the impact of 9/11 on the insurance industry and rebuilding efforts.

“Because what's unique about this situation is like your industry is very much in the like disaster and catastrophe business.”

Lessons from Financial Crises

13:34 to 14:06

Peter reflects on lessons learned from financial crises, including 2008.

“Yeah, I think like the 2008 from AIG was dealt with prior to, not all of it, but - You getting there.”
Show all 35 chapters

Understanding AIG's Transition

14:06 to 15:00

Learn about AIG's transformation from a diverse company to a focused general insurance business.

“and to pay back the government, I was not at AIG for any of that.”

Navigating Complex Risks

15:00 to 15:42

Explore how AIG prepares for unpredictable events and the complexities of modern risk management.

“And, you know, the world today is more complicated.”

The Challenge of Earthquake Insurance

15:42 to 17:32

Find out why earthquake insurance is prohibitively expensive in California and the factors involved.

“And then, you know, the environment that employees have to work in, you know, you have to be very conscientious of what could possibly happen, you know.”

Insurance Pricing Models Explained

17:32 to 18:32

Understand how insurance pricing is influenced by exposure and actuarial assessments.

“Explain that like the price relative to the exposure.”

AIG's Workforce and Risk Analysis

18:32 to 19:23

Delve into the structure of AIG's workforce and the complexities of risk analysis.

“or what your balance sheet can actually withstand.”

Reinsurance and Risk Management

19:23 to 21:04

Learn about the role of reinsurance in managing risk and AIG's strategies.

“is how accurately can you predict these things to happen?”

Embracing Technology in Insurance

21:04 to 23:14

Discover how AIG is leveraging technology and data to innovate in the insurance sector.

“I can't always predict its patterns, wildfires.”

The Importance of Pattern Recognition

23:14 to 24:17

Understand the significance of pattern recognition in adapting to technological changes.

“One is, thank you for always having us in to help us learn.”

AIG's Bold Investor Day Strategy

24:17 to 26:57

Examine AIG's bold approach during Investor Day and its potential impact on the company.

“The hallucinations are significantly less.”

Navigating Risks with Two Tech Leaders

26:57 to 28:00

Hear about AIG's collaboration with tech pioneers and its implications for the future.

“It was a, um, you know, great opportunity to showcase them in insurance and financial services.”

Unexpected Connections in Business

28:00 to 28:30

Learn about the surprising relationships formed in business settings.

“And the other unknown fact, which I found out that day, and I never even thought of asking this question, they had not met each other before that day.”

The Importance of Dissent in Transformation

28:30 to 29:30

Discover how a little dissent can lead to more innovative decisions.

“I didn't think to ask if you guys met before.”

Nerves of Investor Day Presentations

29:30 to 30:30

Understand the pressures involved in presenting to investors.

“room, you're probably not going far enough.”

Navigating Legal Constraints

30:30 to 32:50

Explore the balance between legal advice and business innovation.

“or do other investor presentations, they tend not to be when the market's trading.”

Transformative Leadership Accountability

32:50 to 34:30

Learn how leaders hold themselves accountable during transformative changes.

“And if you work as a team, it doesn't usually become binary.”

Building Strategic Partnerships for Innovation

34:30 to 36:00

Find out how aligning with the right partners drives successful innovation.

“And why did you pick, why did you pick Dario and Palantir to sit next to you?”

The Impact of AI on Traditional Businesses

36:00 to 37:00

Examine the potential effects of AI on traditional business practices.

“So the reason why they were on stage with me is one is I had a really good relationship with both of them, different, but both very good.”

Harnessing Large Language Models

37:00 to 40:00

Discover the benefits large language models bring to businesses.

“Like, there is a lot of talk, especially in our corner of the world, that this technology is going to have profound impact on traditional businesses.”

Educating Teams on AI Integration

40:00 to 42:01

Learn the importance of educating teams on AI technology's application.

“with agents in the organization, you're going to get incredible insight, more accuracy, and the speed to execution is, you know, 10 times.”

Future of AIG and Technology Integration

42:01 to 43:26

Learn how AIG is adapting its underwriting processes with technology.

“And they all come from, you know, different backgrounds.”

Qualities of an Effective Executive

43:27 to 45:54

Explore the key qualities that are essential for successful leadership.

“But if I could like, if you could draw me your favorite qualities in an executive, like where you're like, Jubin, like if they have nothing else, this is my love language for an executive.”

Work-Life Balance of a CEO

45:55 to 48:21

Understand the demanding work habits and routines of a CEO.

“You and I are like cut from the same cloth.”

Managing Stress and Expectations

48:22 to 50:36

Discuss the challenges of dealing with stress and high expectations in leadership.

“Eastern Standard Time, that's important.”

The Reality of Executive Leadership

50:37 to 53:14

Delve into the sacrifices and responsibilities of being a leader.

“That is amazing to watch and how people feel proud of the work that they've done.”

Future Aspirations Beyond CEO Role

53:15 to 55:19

Reflect on the aspirations and transitions of a CEO after their tenure.

“certain things and people are very good at other things and bringing that together is, is what makes, uh, you know, a great functioning organization.”
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Transcript

Automatic transcript. May contain errors.

0:00If you have unanimous support in terms of a transformation, you shouldn't do it because it's not bold enough. Oh, that's a good idea. What you're trying to do makes total sense and you have consensus in the room. You're probably not going far enough. I mean, you need to have a little dissent. You need to have a little bit of apprehension at what makes the team thrive better, but also knows that you're kind of pushing it a little bit in terms of change. Sometimes you got to get people to understand, including myself, like you're really good at certain things and people are very good at other things and bringing that together is what makes a great functioning organization.

0:44Joubin Mirzadegan:Welcome to Grit. I'm Juven, partner at Kleiner Perkins, a show where we go beyond the highlight reel and explore the personal and professional challenges of building history-making companies. Today on the show, we have Peter Zafino, chairman and CEO of AIG. He has led one of the most consequential turnarounds in insurance and business and is now embedding AI directly into underwriting and claims in a way that is incredibly unique. Enjoy the episode. When I was reading about your journey, and I want to go to the beginning of the journey, but we can zoom in here for a second. You joined as the COO of AIG, then you became the CEO, then exec chairman of the board.

1:24Joubin Mirzadegan:Is that sequencing correct? Well, I came in to be the chief operating officer to help drive end-to-end process, digital, and try to get a more efficient platform. But within a very short period of time, you know, one of the businesses had a significant issue with aggregation and profitability. This one business we outlined that investor day had lost$33 billion in underwriting for 2008 through 17, 18, which is unheard of. What business was that? That was our core property casualty general insurance business. So we had not made a profit, underwriting profit in, you know, well over a decade, and the losses were significant.

2:07So the current CEO had asked, encouraged, placed me into that business. To fix it. To fix it. And so I kind of went into, it was called general insurance, and I became the, you know, CEO of that business while doing not all, but most of the COO for transformation for the company. That's where I spent a significant amount of my time, you know, early days. Then I became president of AIG, then CEO, then chairman. And now, you know, at some point this year, I'll probably transition to executive chairman.

2:39Joubin Mirzadegan:Can you talk to me about how unprecedented this hemorrhaging of cash was for this business? It's just such a unique company with a unique history. And, you know, you'd have to go back to post-financial crisis and, you know, how the company, you know, try to position itself. It was a tough environment in the overall global insurance industry in terms of, you know, the rate environment and also the businesses that it competed in. AIG was divesting a lot of its core businesses. So it was a real challenge. I mean, the people that were there actually did a really good job because they were trying to do everything they possibly could to serve client needs, deal with risk issues.

3:23But the core profitability was incredibly challenged.

3:27Joubin Mirzadegan:Is there a world where you join this company, CEO says, OK, Peter, this is a great job. Thank you. You're doing well. we also have this other thing this thing is really struggling can you look at that and be like you know what that's probably not for me like like uh like when you get into that moment do you even have the option to say no to those things i tried no way yeah um i you know because i wanted to do the operational work and brian dupro was the ceo at the time um and and so we we did have that discussion that, um, you know, would be a real challenge to go back in and run an operating business, um, and be able to have the impact of what needed to be done on the core operations.

4:16But it was something that was important to him, important to the company. And so therefore it became important to me. Um, so we aligned pretty quickly, but it wasn't, I wasn't asking for the job.

4:25Joubin Mirzadegan:Yeah. You were asking not to do the job. Well, I wanted to do the operations because we had, we had a lot of work to do. Your father was in the insurance business. He was in the reinsurance business and growing up at the dinner table for you, were you always like, I want to be like dad? Like, uh, did you want to be in his business? Did you want to run a company like he did? Like, uh, tell me about your learnings from the early days. Um, you know, my father, um, and mother are, uh, European descent and, um, you know, kind of first generation of, of, you know, like work, uh, in like a business environment.

5:02Um, and with that, my father and I were 21 years apart. Um, you know, so, uh, you know, by the time he had his formative years of, you know, becoming an executive, I was long gone from, from home. I mean, I was off to college when he was in his late thirties. Um, so the, the dinner table, um, it is a good story because, you know, he was a great guy, did a fantastic job in the reinsurance brokerage business, but it was not something that we talked about. And quite frankly, I think if he had his way, I probably wouldn't have gone into the business. Why is that? I just think he felt it was, you know, I should explore, you know, a variety of different alternatives and, but it was very helpful and very supportive.

5:46I wanted to do it, but it wasn't, it wasn't encouraged. Do you have kids? Three children.

5:51Joubin Mirzadegan:And do you, are they in the insurance business? No. Would you steer them away from it? I, like reputationally, is the insurance business known as brutal? No, I, actually it's, if you like going to work and not having to do the same thing all the time, it's a great business because underwriters, you know, certainly they underwrite and assess risk, but they also are working with brokers and clients and spending time. They're looking at emerging, you know, issues that happen across the globe. They learn how to look at reinsurance. So it's a very interesting, you know, job. And also, you know, it's smaller than the banking industry.

6:35Relationships still matter. So it's a business that you can really do a lot of different things and the learning never stops.

6:43Joubin Mirzadegan:Yeah. And you've been in it basically your entire career? I have, but in a very, um, like not orderly sort of way in which you would go about, um, really moving your career. I mean, I started at a ITT when it was a big conglomerate. Um, I spent a fair amount of years at General Electric, uh, when Welch was running the company. And that was the it company at that point. It was. I was in G Capital. But in the sector, we were doing alternative risk and what was more like financial reinsurance at the time had a great balance sheet. So we had a lot of flexibility to do very innovative things. And quite frankly, some of the stuff that's innovative today, from a capital perspective, we were doing back in the 90s, just didn't see it all the way through.

7:28And then there was a change of leadership there. And 9-11 happened. And so G Capital did not want to be in the insurance or reinsurance business. So that was sold off to a variety of different companies. I went to Marshall McLennan and I went on September 6th of 2001 and I had one job and then five days later, 9-11 happened. And so then I had another job after that because the world had changed rapidly. And that was a great company, spent 16 years there and decided, you know, the right next step for me was going to be something that could be transformative. If it wasn't AIG or wasn't something significant, I would have stayed at Marshall Clinton, great company, really enjoyed, you know, the people, the clients.

8:14So this was nothing more than what I thought was an opportunity to help transform a company that was struggling. So September 6th, you started five days later, September 11th happened.

8:25Joubin Mirzadegan:Were you in New York? Yes. What was your job when you first, when you first joined there? I was going to be running, um, our specialty businesses. Okay. Um, which I had a decent background on coming from GE, but much more of like I had more capital, um, and portfolio training from GE, but that was never the job. I, I didn't really do that when I got there. Um, I wasn't expecting to ask about this, but do you mind if I, um, like, uh, do you mind if I ask? September 6th. So morning of September 11th, you live, did you live in Manhattan? Connecticut. You lived in Connecticut. You commuted into work that day?

8:59Joubin Mirzadegan:Yes. Tell me like what you were, you were in Manhattan. Your office was in Manhattan proper. It was in the World Trade Center. In which, in which World Trade Center? Tower two. Okay. So like what date, like what time did you get into the office that day? Probably about 730 or so, 745 to, you know, I'm new. I need to be at work. Yeah, you're like, yeah. So it was a beautiful day and, you know, got off the subway downtown and grabbed coffee and was up on the 53rd floor of Tower 2, 745 or thereabouts. And what time did the first plane hit? About an hour after that. An hour after that, Tower 1? Yeah.

9:43Joubin Mirzadegan:You were like, what, in a meeting? I was on a conference call at that time when the first plane went in. How vivid is this? You go through something like that, you never forget the day or all of the different challenges and what you had seen. But it was a very sad day, but also things happen so fast. um you know by the time you know i was still in the building when the second plane went in but i didn't see it uh i was in the stairwell probably in somewhere the 40th floor thereabouts and then you know worked my way down because you were in the stairwell at that point because they were evacuating the second tower based on the first plane hitting the yes hitting the building yes man how old were you i would have been um my my i guess early 30s bright-eyed and bushy tail Yeah.

10:42Joubin Mirzadegan:Was that a big office for Marsh McLennan? Yes. How big was that office? I mean, the main location was in Midtown. We lost close to 300 people on that day because they were spread in Tower 2 and Tower 1. Oh, so some of your colleagues were in Tower 1. Yeah. Yeah. Yeah. So it was a very, very tough day. When do you go back to work? Because what's unique about this situation is like your industry is very much in the like disaster and catastrophe business. Yes. Like, tell me about the rest of that day. Well, let's start there. Well, the rest of the day was basically, um, getting out of the building, um, because of all the, you know, sort of different complications with exits from, you know, falling building parts, other, uh, you know, issues as, as a result of the plane going into tower one, there were different exits that were closed.

11:41And so you had to find a way out. Um, and then once, you know, you're out, uh, you're just on foot. And so basically with another friend of mine that I met in the stairwell, um, we walked, uh, to 125th street from downtown. Um, and I was always ahead of things like even when the buildings collapsed, I was far enough away, um, to not, you know, be within danger. Uh, but we walked North and then he lived in, uh, in Westchester County, got a train. There was a few trains running as far to his house. Um, and you know, from there I got off with him, borrowed a car for a few days and, um, and got back to Connecticut.

12:22So to your question, it was within days. I mean, we, you know, we had clients that at that time I I was in the reinsurance brokerage business, and we needed to help our clients, you know, get their claims paid. I mean, our whole, like, you know, home office is gone. And so, you know, people basically had to go to the offices, if there were one, near where they lived. So I went to the Stanford, Connecticut office. Other people, you know, that live in New Jersey went to the Morristown office. and then people who are in Manhattan, we just double or tripled up on offices that, you know, Marsh McLennan had in other locations.

13:00Wow. The hardest part probably was getting back on planes because, you know, your mind, you know, is like, oh my goodness, is something else going to happen? And at that time, Bermuda was very significant in terms of capital for the industry, for reinsurance. Um, and, and so spending a lot of time in Bermuda, a lot of flight time there back and forth. Um, and, but our industry is so resilient, uh, people are so supportive. Um, and so we, we built back the business and, you know, I think that learned a lot from it and, um, and the industry as a whole did, did incredibly well.

13:36Joubin Mirzadegan:When you live through something like this, or when you live through, especially in your business, the 2008 financial crisis, which I think was the cause of a lot of the turmoil that ultimately you inherited at AIG in this business that was kind of like hemorrhaging money. Yeah, I think like the 2008 from AIG was dealt with prior to, not all of it, but - You getting there. Yeah, the way in which companies needed to be sold and to pay back the government, I was not at AIG for any of that. That makes sense. That was done by other executives. But what was left was a company that, you know, was once built a lot of life insurance companies, you know, a big general insurance business, had aircraft leasing, had a lot of different businesses, was just basically left with this general insurance and then a U.S.

14:29life retirement business. That was the company when I came in.

14:33Joubin Mirzadegan:It's a good reminder that like anything can happen at any given moment, but also like you can't day to day. Like, how do you productively use those things without it letting it, I guess, anchor you down? Well, from a business perspective, it reminds you that there are tail events and black swan events and things that you need to think about. From an exposure standpoint, your balance sheet, you can never get, you know, lured into that the environment that you're in is not going to change and evolve and be prepared for as many different scenarios as you possibly can. And, you know, the world today is more complicated.

15:18And you think back to, you know, when this was organized and 9-11, no cryptocurrency really. I mean, you know, there was a lot more, I think, oversight of these, you know, terror cells. And it gets just like the world's more complicated even today. So you have to really think through that and your balance sheet and how you're running a company. And then, you know, the environment that employees have to work in, you know, you have to be very conscientious of what could possibly happen, you know. And so I think, you know, making sure that not everybody's in a single building or, you know, that we're on lower floor sometimes in certain areas, all of that influences, you know, decision making and, you know, reflecting on, you know, ways in which you have to manage a company differently today.

16:08Joubin Mirzadegan:Can I ask you, why is, you tell me, I have no idea. Earthquake insurance in San Francisco. Yeah. It's like prohibitively expensive. Prohibitively. To the point where like almost nobody has it. Why is that? Well. Does AIG do it? Are you in that business? Yes. Can you help us out? Of course we can. Why is it so expensive? It depends. You know, you have to look at each part of the world. So California is one of the few states that has multiple catastrophe exposure. So think about earthquake, but also wildfire. But if you think of Florida, it has wind. Um, and, and so like, I look at like California and Japan as ones that are more complicated because as companies think about how they are going to insure customers, uh, they have to think about a variety of different things.

17:12Um, and I, I don't know that earthquake insurance is that expensive relative to the exposure. We just haven't had something happen in a long time. And, you know, the affordability and the availability is something that we're, we're always very focused on.

17:32Joubin Mirzadegan:Mm hmm. Explain that like the price relative to the exposure. Can you like walk through using like earthquake as an example of like how you think about those two those two things? Well, insurance companies have to put out insurance. So every home, every building that wants earthquake will start to add up to be a big number over time. It's a big state. There's a lot of exposure. And then by the nature of the modeling, you will apply probabilities, you know, to that and you make sure that you manage that you don't have too much in one particular neighborhood or that you don't have too much what we call aggregate, which is adding up all of the different exposures you have, you know, for each insurance policy.

18:24and then you have to make sure that your balance sheet can absorb that and you don't have losses beyond what your expectations are or what your balance sheet can actually withstand. And so that's why companies, when you hear they run out of potential aggregate, it means they really don't have any more insurance to deploy because they have enough exposure relative to their balance sheet and how they manage risk.

18:50Joubin Mirzadegan:Mm-hmm. And internally... How many people are at AIG today? We have about 25 ,000 AIG employees, and then we have almost the equal amount of full-time employee equivalents that have been, you know, with partners that have been outsourced. This, like, risk analysis, this, like, long tail of extraneous events that could happen is, like, I imagine pretty complicated. Yes. Like, and it's probably the bread and butter or secret sauce of your business is how accurately can you predict these things to happen? And the person that is trying to figure out if there's going to be an earthquake in California is probably different, you tell me, than the person that's figuring out if there might be a hurricane in the East Coast and a tsunami in Japan.

19:43Joubin Mirzadegan:Are those different people? Are those people that have domain expertise, like with, I don't know, weather? Are those people that are like quants? like uh how do you like and are these like people that are sitting in like the basement that peter is like do not talk to them do not do not let do not let anybody near them like these are our most prized possessions like tell me there are some of those people that we tell them not to talk to but those are for different reasons um you have to manage it in my opinion centrally and then you make sure that you also manage it locally but it doesn't roll up to where our business leader in Japan will tell us how much exposure he's going to write.

20:25It's the other way around. It's like we provide guidance as to how much insurance and how much limit we can write in every major geography. But the modeling that goes into it is very sophisticated. It's tested a variety of different ways. Use of data, use of deterministic modeling, use of probabilistic modeling, use of stochastic modeling, then a very sophisticated reinsurance program, which just means that we're comfortable taking this amount of risk and exposure and loss for this type of hurricane or earthquake. I can't always predict its patterns, wildfires. And then we will buy reinsurance, billions of dollars of reinsurance to protect us and protect our balance sheet.

21:16How does that work, buying reinsurance? You have to do extensive modeling. You have to have extensive partnerships. You have to have extensive transparency in terms of your portfolio. It gets modeled a variety of different ways. and you have to have, in my opinion, some very strong underwriting reinsurance leadership that will look at your portfolio and determine how they want to participate. And then you go and syndicate it through the rest of the market. So we have four or five great reinsurance partners that are world leaders that know our portfolio extremely well, know what our risk appetite is.

21:55Joubin Mirzadegan:And basically hedging your downside. Yeah, basically like, you know, we, like for instance, you could have a$3 billion loss for earthquake or wind and our exposure could be, you know, depends on where it is in the world. 500 million of that 3 billion, you know, something of that nature. That makes sense. I actually give you and your team quite a lot of credit. You've spent a bunch of time out here with us in Silicon Valley. I will just say this, there are very few big time CEOs from the East Coast, especially in your industry, that are not just saying that they want to lean in to technology, but are really doing it.

22:45Joubin Mirzadegan:And, you know, one of the things that I have observed with you is like you're present, like you are out here, like you meet with KP founders, like you are in it and deeply invested in. My perception is like that you believe that this new wave of technology has the opportunity to transform your business. Otherwise, you wouldn't be spending time here. Right. Is that fair? It's 100 % accurate. One is, thank you for always having us in to help us learn. And the different ways in which you invest and the way you think about technology is incredibly helpful in shaping our thinking. the reason I'm out here is in my career.

23:35So I started in late 1989. And again, to level set what that meant is when I started ITT, no cell phones, no voicemail, no computers. Um, if you want to get somebody after hours, you had to wait till the next day. And I hope it's not a Saturday or Sunday. Uh, so the tech, you know, really didn't exist. Um, but like today, what is happening and the pace of change is like nothing I've seen. And in order to continue to be a consummate learner, but for me, in addition to being a learner, is I got to figure out, like, I have pattern recognition. Like, what does this mean? Like, how do we actually use it?

24:14What's it going to mean for our business? And, you know, we did an investor day about a year ago where we outlined a Gen AI strategy and a compute and thought it was aspirational And I can't even describe how different it is today than it was a year ago in terms of the capabilities of the large language models, data ingestion, how much autonomous time the LLMs can spend on their own now of retrieving data. The hallucinations are significantly less. Data sources are much greater. And the pace of change as we look to the future, we believe will be as fast, if not faster.

24:59Joubin Mirzadegan:I give you a lot of credit. I don't know if this was the last Investor Day or the most recent one, but in the Investor Day, you had Dario from Anthropic and the CEO of Palantir. Alex, yes. Alex, sitting next to you. Yeah. I don't know if I've ever seen a company like yours do that before? And maybe it was like, I've just, I don't know if I've ever seen that before. Why did you do that? Well, for a few reasons, you know, one is to, you know, peel back a little bit. I talked to my executive team. I wish I had a video of this and I don't know that I had full support and I think I didn't go to a vote, but if we went to a vote, you know, should we do this?

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25:42I think people were nervous that are we going to set the stage for what does the future hold? But I said to them, look, if it fails with them, and it's not going to, but if it does, it'll be 100 % my fault. But if it's successful, I need you to get behind me. That's my only ask. And there was agreement. Everyone's gotten behind me. I felt that, those two executives had better things to do with their time than to hang out with me on investor day, unless they believed in what we were doing. Um, and unless they believed in how we were going to use the capabilities that, um, Palantir has with Foundry.

26:27Um, we started with Anthropic 2.0 on Claude. So it was like early days. Uh, but Dario believed in what we were doing. We believed in, you know, betting on Anthropic at the time and felt that if they were able to share with our investors, with the sell side, with the audience, that they're committed to what we're doing and they believe in it, that we would get the credibility that we hoped we deserved and that we are going to transform the business. So I believe they did a tremendous job. It was a, um, you know, great opportunity to showcase them in insurance and financial services. Um, and yeah, it wasn't without risk, but what was the risk?

27:16What was the risk that your team would say? What were they nervous about? That we would make commitments on the transformation that I didn't feel like we were prepared for.

27:25Joubin Mirzadegan:Got it. That it would like, um, accelerate a timeline that maybe you're not ready for or over promise a partnership that maybe it's hard to deliver on. Yes. That was, and then also, am I going to get, you know, two great tech leaders in the world to be able to, you know, bring it home for what it means for AIG and what it means for the stakeholders in the audience? And they did a fantastic job. But, you know, depending on the questions, depending on the answers, you can go down a variety of different ways. For sure. And by the way, those two are not afraid to speak their minds. No, they are not.

28:01At all. And the other unknown fact, which I found out that day, and I never even thought of asking this question, they had not met each other before that day. They're very close now, but they met in the green room. Come on. And so I knew I had all this complication of the topic. I had the complication that as the first investor they've done 10 years and we're introducing what we're doing with AI and data ingestion and workflow and all the commitments that we want to make. I didn't think to ask if you guys met before.

28:36Joubin Mirzadegan:These are also not like big company guys. They say anything. Yes. Like Palantir's invest. I mean, you've seen the videos. They're notorious for saying anything. Like where you as a public company CEO are like, he said that. Okay. Okay. do you think that maybe the inhibitions or reservations of your team made you want to do it more because like in the back of your mind the fact that they were nervous isn't that kind of the point that you wanted to make yes it's it's an excellent question um over the course of many many years i've learned and i've experienced if you have unanimous support in terms of a transformation, you shouldn't do it because it's not bold enough.

29:26Like, I mean, if everybody, oh, that's a good idea, what you're trying to do makes total sense and you have consensus in the room, you're probably not going far enough. I mean, you need to have a little dissent. You need to have a little bit of apprehension at what makes, you know, the team thrive better, but also knows that you're kind of pushing it a little bit in terms of change.

29:49Joubin Mirzadegan:And can you bring me into the room don't tell me the players but just tell me like um in this conversation where you're talking about um alex and dario coming in investor day by the way i imagine at a company like aig you tell me but like investor day is a very sacred day like it's like do not mess with investor day you know like this is tried and true it's the same every time say as little as you can and then get past it. I imagine that's like generally the tenor. Well, you have a lot to lose. I mean, and the other thing too, which is very nerve wracking is that when you do earnings calls or do other investor presentations, they tend not to be when the market's trading.

30:36Like, so like when we do our earnings calls, 8.30 to 9.30, you finish at 9.30, market opens. It could get like nerve wracking for the team if you're starting to see the stock trade down when you're presenting. You know, because you have a three to four hour presentation that's going to be in the morning of the market trading. So, you know, there's just a lot of things going through people's minds.

30:59Joubin Mirzadegan:Do you see it? I saw it. Do you see the ticker when you're presenting? No, but as soon as I saw my phone, I looked to make sure what's been the reaction and, you know, how are people viewing it. You know, it's so hard not to look at it. But no, I told them it doesn't matter. Like, I mean, this is going to be a lot for people to digest and how they trade in the day won't matter, but it's still nerve wracking. I think that what was in the room is just a lot of discussion around, is this the, like, we're not a tech company. Is this the impression we want to leave? We haven't really begun this process to get it scaled through half the company yet.

31:40So it's not a proof positive yet. None of us know those two. I mean, you know, what are they going to say about AIG?

31:47Joubin Mirzadegan:And can I ask you, like, sorry to interrupt you, but I'm so curious about this. Like, how much of this is legal? Like, I imagine a company like yours, legal has a very prominent voice. And you know what's interesting for you? You have to be very judicious about understanding when you're taking too much risk and you should listen to legal. But then there's other times where you have to run the business and you cannot listen to legal. The lawyers will slow everything down. Is that fair? Well, I would flip it on the other side, which is if you have legal involved in the process from the beginning, you actually don't experience that latter part because you're debating specific issues along the way.

32:31And if they're learning and we are taking in feedback, I think the process becomes much better. And we had the team involved. Yes, there are times when you have to make a business decision, but it's great to get that input from legal. And if you work as a team, it doesn't usually become binary. It usually becomes a discussion, a debate, and you get to a really good outcome. Can you tell me about maybe how frequently does this happen where you look at the team and you say, if I'm right, get behind me.

33:15Joubin Mirzadegan:And if I'm wrong, this is on me. How frequently does that type of conversation happen? Not all, because if you do it all the time, it becomes a environment where you're making all the decisions and, you know, who's going to hold me accountable to myself. I think it really, for me, it always has to be when you're doing something transformative or where there's some reluctancy in the room, but I have massive conviction this is the right way to go. And how often does something transformative like this happen at a company like an, Angie's what, like he was born in the 1920s? 1919. 1919? Well, technically, I mean, again, this is part of the financial crisis.

33:54The entity that was formed in 1919 is not part of AIG anymore.

33:57Joubin Mirzadegan:So yeah, around that. But it's been around a long time. And as I said, these discussions, they don't come up often. But what we try to talk through is that you can't keep the external world, you know, sort of frozen in time. It's moving fast. And so if we're not moving, if we're not adapting, if we're not trying to find ways in which we can improve the way the business operates while recognizing what's happening in the external environment, you're just going to fall further and further behind. and so that's i try to educate the team as much as i possibly can because you know like when we come here like we travel not with entourage but usually with five six people uh just because it's great for them to learn it's great for them to hear from you and your colleagues and you know we go to other you know tech companies seeing it live is different than you know having it reported back to you and so like bringing them along for the journey i think has been you know really important and very beneficial to AIG.

34:56And why did you pick, why did you pick Dario

35:01Joubin Mirzadegan:and Palantir to sit next to you? I have, it's not a rule, but it's a, um, it's something that I try to drive the company, um, with, with this sort of understanding, which is if we're going to do transformative work with a partner, we need to be aligned at the top of the house because you need commitment. You need resources. I'll give you some great examples. Now, I've known Alex a lot longer than I've known Dario, but Alex will be bold in resource deployment for us because he believes in what AIG is doing. And there's been many cases. He's deployed some young engineers that sit like outside my office when I'm in New York and we go into conference rooms.

35:44I try to show them what I'm solving. They go away. They'll crank out different agents within 24, 48 hours. they come back. We've found unbelievable solutions because of that partnership. Palantir, ananthropic, you can go down multiple levels and they know what AIG is doing. We have a lot of connectivity points. So the reason why they were on stage with me is one is I had a really good relationship with both of them, different, but both very good. And their organizations were behind us. Um, and I felt very good about the commitment. The last thing I wanted was to get somebody on stage for the star effect that had no impact on AIG in the future.

36:31And then it all fizzled out. I knew Anthropic and Palantir were going to drive outcomes for the company.

36:37Joubin Mirzadegan:Did you see the, uh, leaked revenue report of how much Anthropic just added in the last few weeks? No. I think it was 5 billion. Yeah. 5 billion? Yeah. It's amazing. Last few weeks. Yeah. It's incredible. It's insane. It's insane. Where do you think this will be? Like, there is a lot of talk, especially in our corner of the world, that this technology is going to have profound impact on traditional businesses. Okay. Let's just say like you can represent traditional businesses in this case. Do you feel like we are like over promising here? Like, do you think that we have our, you know, tinfoil AI hats on and Silicon Valley is doing this thing again where we beat our drums and it's like a bunch of bluster and it's so that we can deploy more capital so that we can raise new funds, you know, or are you, do you buy it?

37:54Joubin Mirzadegan:And do you see the way that it's starting to permeate through the organization? Yeah. I'm just like, yeah. Give me your like honest read. I 100 % buy it. This is not, But it's for me, like learning what the capabilities are, the speed in which the advancement is happening and what you could project for the next 12, 24 months. It is it is for real. I mean, it's incredible what large language models can do today. And, you know, I look at the way in which there's all sorts of benefits. One is the quality of data, the ability to extract that data, the ability to actually, you know like the coding happens so fast today that what you can ask the llms to do generates enormous value and then you have the element of you know where we are is just thinking through the orchestration of how you actually have you know a environment where you're managing employees you're managing agents and you're managing you know data that comes directly into a digital workflow today that needs neither.

39:21Like how does that look in the future?

39:28And I am unbelievably impressed with the progress that's been made over the last year. And I think even if we froze time now and didn't make the progress, let everybody else catch up, it will still transform businesses. It just has to. I mean, like the way in which you can pick any element of like insurance value chain, banking value chain, manufacturing value chain. And you can see what the power of having this orchestration done with agents in the organization, you're going to get incredible insight, more accuracy, and the speed to execution is, you know, 10 times. Now, how you operationalize that, how you actually get it into the organization and realize it as a different business model, that is a challenge.

40:20Joubin Mirzadegan:Well, and this is what's interesting. Like we have been for the past couple of years, my observation is that basically your board comes to you, you go back to the board and everyone's like, AI, AI, AI, great. Now you've just like basically unlocked a bunch of budget, okay, where you're like, go experiment, go do a bunch of things. Then that pushes down through the entire organization where everybody feels free to like unleash themselves into doing stuff. Okay. That has happened for a while. I wonder how long does that last? Like, uh, how long do you want to give the organization this like almost endless, like, hey, we don't care about your token budget, spend as much as you want on Anthropic.

41:02Joubin Mirzadegan:Like at some point the chickens have to come home to roost here. It seems to me that's already getting the belts being tightened a little bit. There's not like a million flowers blooming at AIG, I suspect. You're probably picking the ones. But how do you think about that? You have to bring, there's multiple important points that you made. I mean, you have to bring employees along as to what you're trying to do and educate them on, you know, sort of use of LLMs and how that can benefit, you know, their job and help train the large language models to make us more effective. So that is going to be an ongoing journey and one that's really important.

41:42Where you started was with the board of directors. And you need to have a board that's supportive and knows what this is going to mean to business over time. And so we've been, we're taking our board out here in June, and gonna spend time here to make sure they're seeing what we're seeing. And they all come from, you know, different backgrounds. Some are very steep in tech, some are very steep in financial services. And so we have like a great discussion around what does it mean, you know, for AIG in the future? And we keep presenting, we keep bringing them along the journey, and we have enough humility to say, this is what we know and this is what we don't know.

42:22So I think that's been very productive in terms of us making the progress that we're making. And to your point on tokens and the expense and what needs to be actually done in an organization, you need to be very specific on the business purpose or the functional purpose of what you're trying to deliver. And for us, it has been in an underwriting workflow is how do you get an underwriter to get as much perfect information as possible in a fraction of the time and then use more compute to be able to use models, shape your portfolio the way you want to. And we talked about earthquake or, you know, different types of perils that affect organizations.

43:05How do we actually deploy our capital differently over time? And so you have to have that framework. And that's what we introduced at Investor Day a year ago. But it's advanced so much that I think there's a lot more we can do in cycle time, data quality, and getting it to, you know, the underwriters in a fraction of the time to be able to handle more capacity.

43:26Joubin Mirzadegan:Maybe switching gears a little bit. But if I could like, if you could draw me your favorite qualities in an executive, like where you're like, Jubin, like if they have nothing else, this is my love language for an executive. What are those things? Well, if I can use the assumption that they're very good at what they do for a living, you know, so if it's a competence. Yeah. In their roles, I would take collaboration and alignment over almost anything else. because in order to get a company to change, in order to get a company to lead, you have to have alignment. And, you know, having an executive team that doesn't necessarily align, that doesn't necessarily believe in a direction that you're going, you're not going to ever get there.

44:15I mean, it's just, it's too hard because, you know, they go back to their respective roles, they have their respective meetings, they have their respective communication. And if the company is getting confused as you go down, you know, a couple of layers into the company, you just have this misalignment, which doesn't allow you to move at speed and quality. And so that's always been really important to me in terms of trying to build teams. What else? intellectual curiosity, learning, um, and not getting stuck into, you know, the way things may work today. Like, how do we think about ways in which they can work in the future?

44:53But that is through probing, um, and, you know, through respectful debate, you know, within a team environment. And that, that has proven to be, you know, very valuable for, um, for progress as

45:07Joubin Mirzadegan:One of mine is availability. Like the best ability is availability. I like that. I don't know why, but there's just something around like me being able to feel like I am accessible, therefore you are accessible. I don't know how else to say that. Yeah. Does that make sense? It totally makes sense. And maybe there's just something around like, I have this like deep fear that if the pace and rhythm of the business is not fast enough, like we're just going to die. And therefore I feel like everybody needs to be available because we're trying to move the business along. Yeah. I don't know if that applies to you or your world at all, but like, I would certainly say that if you were asking people that have worked closely with me, they would say Jubin definitely likes it when he calls you around, you know, I don't know how else to say it.

46:10You and I are like cut from the same cloth. I mean, there's many days where on the weekends I'm waiting, you know, when's it going to turn eight o 'clock? When's it going to turn eight o 'clock so I can make some calls because I don't want to be too invasive at seven.

46:21Joubin Mirzadegan:This morning, I'm driving down here, 7.15, and I'm like slacking people. Hey, are you awake? Oh, I'm driving because I got to get a hold of them, but I don't want to like, I don't know, maybe they're brushing their teeth or something. But I'm like, and in the back of my mind, I'm like, I want you to be awake right now so I can call you. Is that unfair? No, it's not. You're talking to the wrong person, though. You and I are totally aligned because there's a - Like you're playing a big league game here. Exactly. There's a responsibility when you take these big roles. They're not entitled. They're in responsibility.

47:00And, you know, the world is moving fast. And, you know, the requirement is to, you know, I always say, like, everything's got to be in motion. Everything's got to be in motion.

47:11Joubin Mirzadegan:Can I ask about your, like, how you organize your work life? How do you, do you work every day? Yes. Seven days a week? Yeah. I mean, like Sundays or, you know, there'll be times on the weekends where, you know, I have personal commitments or have to do some other things. But by and large, I'm never off. Has it been has it always been that way? Is that is that a new expectation as the CEO? I think at AIG, I've always worked hard. I've always been, you know, available. But the pace at AIG has been, you know, next level just because of the job and the complexity. Do you go to the office every day?

47:48Um, not on the weekends, but I will from time. If we have a board meeting coming up, I will, you know, I'd prefer to, uh, you know, prepare, you know, in the office, but, but no, I, I, I would prefer to be in the office every day. Like I don't, working from home is hard.

48:02Joubin Mirzadegan:Yeah. So many distractions. Right. Um, and I prefer, uh, being in an office if I can. And are you an early riser? Do you have calls in Europe that you have to take? I, I tend to get up. Um, yes, I'm an early riser and I tend to try to, you know, a lot of our businesses in the UK. So no matter what time you get up, there's things in motion there. So if you can get to them before their lunch, which would be before 7 a.m. Eastern Standard Time, that's important. So you're up at 5, 5.30? Yes. And when you open your phone in the morning, is it like every day like, oh, my God. Is, like, do you have dread when you open your phone every day?

48:44I'm being serious. Yeah, you have no idea what's coming. I mean, you just don't. And so, you know, my tendency, so I do not have the phone in my bedroom ever. Oh, is that true? Yeah, I never. So you have like a traditional alarm clock? I have a traditional alarm clock. And I still have landlines. If somebody needs to get ahold of me, you know, that phone is in the bedroom. So I'm available, but I don't have, I don't want to test my discipline to have a phone next to me when I'm sleeping. So I will get up, go get it in my office, kitchen, wherever it is, charging, and then just like, you know, assess what's maybe happened, you know, overnight or, you know, international and then start to mobilize.

49:28Joubin Mirzadegan:And you have a landline like the bat phone that I assume only certain people have that number. Yes. And they know if you call this number, better matter. No, I mean, just like. How often does that number get called? Never. Usually. Like, unless there's like an actual natural disaster. Yeah, something happens at three in the morning, you know, that somebody needs to get a hold of me. But no, I mean, that's rare. I don't even know my number. I always have to, like, I give it out. But as I said, what's your number? It's like, I'd have to look it up. And then do you put your phone away, I guess, obviously, like sometime before bed?

50:04Yeah.

50:06Joubin Mirzadegan:Usually half hour before their months. Half hour before bed. And do you go to bed late? No. No. I mean, usually nine to ten. Okay, like reasonable. Yeah. Do you sleep well? No. Is that like, uh, genetics you think, or just because of the stress of the job? I just think it's hard to shut your mind off. Shut your mind off. Cause there's so many things you can, you know, get the phone away from you, but there's still so many things from the day, so many things that are coming up. Um, you know, so many issues that you want to, um, you know, iterate a little bit in your brain. And, and so it is hard sometimes to shut that off.

50:39when people ask you if you uh have fun doing your job do you answer do you answer that you have fun no me neither no i don't but could you imagine not doing it no no i i love the work the team it's it's enormously um gratifying to see, you know, sort of the collective work done and achievement. That is amazing to watch and how people feel proud of the work that they've done. And, you know, you've had an opportunity to lead that. But it's hard work. It is hard work to transform businesses, to get, you know, people aligned and to get, you know, an organization to not only improve its absolute performance, but also relative performance and invest for the future.

51:36Do people ask you, if this isn't fun, why are you doing it? Do you ask yourself that? I don't get asked much. No, I don't ask myself it because I know what these jobs entail.

51:51Joubin Mirzadegan:Yeah. You know, if you're going to commit to being, you know, a leader of a company, it's a major sacrifice. And so with that comes a lot of responsibility and a big commitment. So I don't ask myself that. I don't. Like when executives are going through the ranks and you can tell they have the same aspiration as you, do you ever sit them down and say like, are you sure? Like, are you sure? Like, do you want me to tell you what this job really is? Well, I try to explain that it is like, you know, until you walk in someone's shoes, you don't really know the roles. And, you know, things change as you get more and more senior because responsibilities, the scope, the lateral requirements.

52:34and so just making sure they have an understanding. But also I have to be with, you know, the team, a good assessor of, you know, there's been some very good people throughout my career that have been very good at what they needed to do at that point in time, but we're not going to be very good for what was needed in the future. And so like, you know, it's not all linear progression just because you do a great job, you know, in your role. And I always say, you know, there's times when and use a like soccer or football analogy is like, you know, the fullback wants to be the center. The center wants to be like the goalie.

53:09The goalie wants to be the wing, you know, but I think sometimes you got to get people to understand, including myself, like you're really good at certain things and people are very good at other things and bringing that together is, is what makes, uh, you know, a great functioning organization.

53:26Joubin Mirzadegan:Yeah. But when you find those rare exceptions that can do it all. Throw it all out the window. Do you agree with that? Like comp, it doesn't matter. Give them more than they can handle at almost all times. Yeah. You want to, I always say, um, with people that have enormous potential and you want to put them in the deep end, you know, and have them walk the, you know, sort of tight rope, you just got to know where the safety net is, you know? And, and I always say sometimes even with me, like, you know, do you want the safety net at six feet. So when you fall off, it doesn't really matter. Do you want it at 30 feet where you fall off and you get scared a little bit, but you get caught or is it a hundred feet down?

54:09You don't know if it's going to, you know, catch you or not. So like, where's the safety net is what I say. Like, where are we like, what, what's the level of safety net we need here? And, and, but yes, I mean, you have to put people in that sort of pressure to professionally grow. And, and, and there's a lot of people that step up and really, really take the opportunity.

54:29Joubin Mirzadegan:Well, I appreciate you doing this. When you step aside and you're not the operating CEO anymore and your email quiets down, do you think that, is it going to be a weird feeling for you when the adrenaline is gone? Yeah. Do you almost dread that day? I don't know that that day is going to come because, you know, I want to be, it'll be in a different role. That'll give me capacity to do different things. And, you know, whenever that transition period is, you know, I hope I have the opportunity to go deeper into, you know, parts of the business that are going to be helpful for the organization. So I'm not going to see you on like TMZ and St.

55:15Joubin Mirzadegan:Bart's partying it up, getting bottle service? You'll not see me there, no. I appreciate you doing this. Thanks a lot. Really fun. It was a really great conversation. Thank you. I wrap all these the same. When you hear the word grit, what do you think of? I think of hard work. I think of determination. I think of making a difference and not only preparing a team to win, you know, because people have the will to want to win. It's a Bobby Knight. But do they have the will to prepare to win? and so that's what I think about when I think of grit you're a great answer thank you thanks a lot that's it for now if you liked the episode please leave us a review or go back into the archives where we've done more than 200 episodes with some fantastic folks this podcast is a Kleiner Perkins production and I'm Juven thanks for listening

From the publisher

What does it take to run a company where the business is risk itself?

In conversation with Joubin Mirzadegan, Peter Zaffino shares what the role demands at AIG, including high stakes decisions, constant responsibility, and sacrifice.

This episode looks at his journey as CEO ahead of his transition to Executive Chairman this June.

Leading at a global scale across 200+ countries.

Guest: Peter Zaffino

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