Tempus AI, Inc. (TEM) Earnings Call Transcript & Summary
September 15, 2026
Earnings Call Speaker Segments
Kallum Titchmarsh
analystPerfect. I think we can get started. Kallum Titchmarsh here from the life sciences team at Morgan Stanley. Welcome to Day 2 of the Global Halfway conference. Really pleased today to be joined by Eric Lefkofsky, Tempus' Founder and CEO. Thanks for being here, Eric.
Eric Lefkofsky
executiveThanks for having me.
Kallum Titchmarsh
analystLots of news to discuss, but maybe we can just hit on first the second quarter results, I think very strong across the board, broad-based performance. Anything that surprised you within that, maybe just go through the goods? Anything that surprised you to the bad maybe just level set us, and then we could dive into some specifics from there.
Eric Lefkofsky
executiveYes. I think the both the quarterly performance and I think the year performance has really been anchored around 2 main themes. One is the core strength of our diagnostic business, in particular, around comprehensive genomic profiling and how kind of durable those growth rates, unit growth rates are, both in terms of solid tumor profiling and liquid biopsy. So you have this like very strong therapy selection business in terms of like demand -- that also has rising ASPs. And so that's kind of 1 of the big bellwethers of our business. It's the biggest part of our business. So even though MRD has high growth rates, higher growth rates, it's the biggest part of our business. So the diagnostic -- our diagnostic unit has been buoyed by really strong demand that we don't see slowing down. And on the other side, the data business continues to perform really well. I think our data licensing business grew about 36% or something in the last quarter. So really strong -- continued strong growth, and we've had something like 3 quarters in a row of more than $100 million of TCV. Last quarter, it was around $200 million of TCV ad, meaning our bookings for that quarter, people signing new data licenses or $200 million order. And so really strong demand that I think is starting to really be catalyzed by migration to AI solutions by biopharma every time you turn around, they're announcing a deal to bring in NVIDIA chips or cut a deal with Anthropic or Open AI for inference and compute. And they just -- we're the fuel that makes a lot of that spend intelligent. And so we just have seen kind of a frenzy of demand.
Kallum Titchmarsh
analystAmazing Neas talked about expectations for at least 25% growth for the business over each of the next few years. Maybe just go through what has given you that confidence where you have the most visibility across the different business lines to that sustained growth rate?
Eric Lefkofsky
executiveYes. So we have long said that we would rather have a business growing at 25% for a decade than 35% for a few years. So we just kind of architect ourselves around long-term growth. On the diagnostics side, that business is really going to be benefited by not just this robust demand in terms of therapy selection, but really significant rise in ASP. We have 2 big levers that are going to work in our favor. I think one is our main solid tumor assay got FDA approved, not just tumor normal, but also tumor only, which allows us to migrate that entire platform to pricing. That should add somewhere in the neighborhood of $80 million to $100 million and then our second largest product, our liquid biopsy, which is also quite large in terms of units, that is in front of the FDA now. We expect that will be approved at some point that also have ADLC pricing. And the kind of benefit to us is that, that assay is kind of roughly similar in size to Garden's larger assay that just got approved, and they signal that they're getting ADLT pricing or they expect ADLT pricing north of $8,000, so we historically thought that assay would be priced at, let's say, $5,000 or $6,000, but now it looks like going to be price closer to $7,000 or $8,000. So that should add something like $250 million or $300 million of lift on an annual basis once that's approved. So you just have these really big kind of revenue drivers that will accrue to the benefit of the diagnostic business in therapy selection. And then we have the same thing happening in MRD. We have even stronger unit growth rate, rising ASPs. And so like -- that's just -- that business for the next, whatever, 3 to 5 years, we'll likely just have really robust revenue growth. At the same time, as I just mentioned, the data business, you have record demand and you have this migration to people leveraging these large language models for their benefit is not going to slow down or stop. In fact, it's probably going to accelerate because these people are just now starting to leverage those technologies. And so I think the data business also has really long-term visibility. And so if anything, if you said to me today, are you going to under over-deliver that 25% growth rate you got to bet it all every day of the week and twice on Sunday. We overdeliver.
Kallum Titchmarsh
analystAmazing. And you announced the deal to acquire Personalis. You've obviously been involved with the company for some time before that commercially. Maybe let's just start with the rationale behind that acquisition and the path you see forward for MRD across the market.
Eric Lefkofsky
executiveYes. So I mean, we have long thought that Personalis assay was best-in-class. It's whole genome-based. It has incredible sensitivity and specificity. Limits of detection are really extraordinary. So we've long thought that it was a best-in-class assay, and we had cut a deal with Personalis years ago to be their exclusive distributor in the U.S. in the world as I'm not turret-based -- U.S. in the U.S. And so we thought that, that was a great way to enter the market. And the deal was structured where they were paying us basically a sales and marketing fee to distribute the assay, whether or not they got paid or not. And so for the last several years, this deal was largely in our favor, right? Because they were -- we were getting paid about $400 per test. They weren't getting paid because they didn't have reimbursement approved, and so it was just in our favor. And I had been pretty vocal that like -- why would you want to change that? -- you have to wait until the things flip. When they got lung and breast and recently I-O approved by Moldex -- it became apparent to us that we were getting close to that point that their ASPs would rise pretty dramatically and that there would come with time in the next few months, few quarters, whatever, where their ASPs would actually be higher than they're paying us. So we began having conversations. This is all kind of detailed in the S-4 that was filed -- we again have conversations -- those conversations were accelerated when another party showed up and made an offer by the company. So whereas we may have bought them toward the end of the year or maybe early next year, we accelerated it by a few months because there was all of a sudden some activity. But it makes a ton of sense in that it's a best-in-class assay, the unit growth is really strong. We're already distributing it. So it's already a part of our portfolio, and they will have ASPs that will rise, they'll get to $1,000 to get north of $1,000 similar to Natera and it will become a really strong financial product. And so it makes a ton of sense inside our platform.
Kallum Titchmarsh
analystInteresting timing as well with the Merck Moderna, V940 melanoma vaccine data. It seems like you had some involvement there kind of excluding what person is was doing. So can you maybe just detail how involved Tempus is and then how that personalized addition would kind of come into the picture?
Eric Lefkofsky
executiveYes. basically, personnels was selected to be the sequencing partner for that clinical trial some time ago. And they've been performing the sequencing for that trial. At some point, Moderna and Merck felt they needed a national partner for the rollout. And so they ran an RFP that I think most people scale. And they ran an RFP, and we won that RFP, which we put out on social the morning it was -- the news came out. We won that RFP. So once the product is FDA approved, Tempus unrelated to Personalis will be handling a significant amount the kind of revenue and volume associated with that approval. In terms of who does the sequencing, those details are still being worked out in terms of what percentages Personalis may do some sequencing. We may do some sequencing. If we're 1 company won't really matter. But in terms of like if you were to look at this like pizza slices, we were getting the majority of the pizza slices anyway by virtue of winning that RFP. It's a really important program because it's really the first time that I'm aware of where the sequencing is actually a component of the manufacturing process and product. So it's unlike kind of any other form of companion diagnostic, where somebody could get a drug approved using Foundation Medicine, but Caris or Tempus could do the same sequencing or Garden could be part of the arena rollout, but I can sequence for ESR1 as well, and you can prescribe the drug. Here, if we don't sequence you like you can't get the drug. And so you can't use somebody else. The manufacturing process is approved by the sequencing we do as -- and a whole bunch of other logistical things we do as part of the process. So they need Merck Maden needed a partner that can handle that kind of national scale redundancy can't go down, all that good stuff. So I think it now works out great that we're going to be 1 company -- but that process kind of ran its course at the end of last year. So for a long time, we've been a big benefit and.
Kallum Titchmarsh
analystPerhaps this is more my job, but have you worked to size that opportunity up for what this could be? You obviously have melanoma today and obviously, other indications are perhaps coming through the line. So how should we be thinking about how big this could perhaps be?
Eric Lefkofsky
executiveWell, it's okay. So -- and I said this -- I mean -- so I mean, obviously, I don't know because I don't know how the other trials will read out -- and I don't know how big this will ultimately be. My best guess is that it's quite big, both because the performance of this drug, its ability to essentially allow patients that don't respond to immunotherapy to respond is pretty extraordinary. I suspect it will work quite well in multiple subtypes and that it will be a very big drug. So there's revenue associated with the work we do as part of those clinical trials, of which there will be many, and that's great. And then there's the ancillary benefit that we -- 1 of the reasons our unit growth rate is so strong at Tempus is we just have given our oncology partners like more and more reasons to work with us. We said this years ago, we said, you people are all kind of chasing performance of assays if that's why you make decisions, but it's never why you make decisions. oncologists make decisions because of a whole bunch of other reasons, including ease of use, logistics, administration, contextualization, but like do I get the information I need in a timely manner in a way that's better than other people. It's the same reason we shop at Amazon, and we don't shop at eBay. If you go back in time 10 or 15 years, eBay and Amazon were kind of neck and neck or 20 years, whatever. And today, that's just not the case. We all go to Amazon, and we don't go to eBay, and it's all those kind of logistical benefits. And so this is just another -- this program will be another reason to use the Tempus because why would you want to sequence to somebody else? And then if you want to get this drug, which is a part of your mainstay therapeutic options, you then have to kind of resequence for those. So I suspect that we'll have both real-term revenue benefits as these trials roll out. just more and more people just use our cloud.
Kallum Titchmarsh
analystAnd then just reading through the S-4, 1 of the things that colors just the differences in how personas and Tempus was underwriting the kind of projections for the 2 businesses for the 1 business. So maybe just talk through where that difference was. I think Personalis came out of $758 million of revenue, Tempus $333 million. So why do you think there is a big difference there?
Eric Lefkofsky
executiveYes. It's almost entirely ASP. So our expectations of unit growth I think are both quite robust. We have a robust pro forma. They have a robust pro forma. We expect the unit growth to be really strong. you can make different assumptions about how ASP rises. What percent of the ordering what percent of the orders are for like IO response, how fast do they get, for example, CRC approved, these would radically change our projections. We have kind of try to take the approach of being conservative with those particular estimates. And so we just don't feel any reason to kind of like be overly aggressive. But -- the short answer is their forecast could be better than ours, I don't know.
Kallum Titchmarsh
analystYes. Makes sense. And there are some unique features of the deal. Personalis is currently trading above the deal price. How do you think about that?
Eric Lefkofsky
executiveI mean I think it makes no sense. -- and I don't know what is trading at, not in look at it yesterday, but there was a while it was trading like $17 or $18, which made no sense. I mean, first of what you can read from the you can read in the S-4 that it was a competitive process. There were all kinds of people contacted. They ran a full robust process. And the spread between the bids was only like $0.75. I think the somebody who was at $17, we were $16 25. So it wasn't even like -- there's kind of no logic to think there's some kind of magical price out there that's much bigger. I don't think exists. On top of that, it's the idea that somehow you would be trading above the price when you have Tempus as the largest shareholder obviously voting in favor. Merck is the second largest shareholder also voting in favor. I think ARC is the third largest shareholder and they're kind of a huge tempus span. It just doesn't make a ton of sense to me that in and of itself could be 35% or 40% of both. And these things never get 100% of voting. So I don't see any topic bids coming. There's no kind of logic there. We already have significant shareholders voting in favor of it. So there's just -- doesn't -- there's no kind of rationale to be buying their stock at a significant price above where it's going to close. The only counter to that would be some kind of like nefarious short-term trade like you somehow think because there's an exchange ratio that's calculated a few weeks before closing that you could like short us or buy them or whatever. But that -- those trades in my opinion, are kind of riddled with risk that I would be taking.
Kallum Titchmarsh
analystMakes sense. Maybe we can transition on to the genomics business and focus specifically on oncology for a little bit. I think at the Investor Day, you described 3 key trends that will drive therapy selection in the years ahead. physician penetration, earlier stage testing and more comprehensive testing as well. So when we look kind of 3, 4 plus years out, how do you think that market evolves? Obviously, it's a more established market in the oncology space, but we still obviously have plenty of room to run, I think.
Eric Lefkofsky
executiveYes. I mean I think there are some fairly good studies that came out at the kind of penetration rates are in the roughly 50% range. for kind of later-stage cancers in stage 3, stage 4 metastatic high-risk -- and I think that's probably right. In addition to that, we're going to be sequencing patients earlier. More and more biomarkers will show up the evidence behind concurrent testing is extraordinary in terms of the benefits you get from doing solid tumor profiling and liquid biopsy. The benefits foreign extraordinary in terms of enhanced fusion detection. So I suspect -- and then the benefits of MRD are obviously kind of also well known. So I think we will be in a in a cadence of broadly sequencing newly diagnosed cancer patients, probably all Stage 2 plus even certain stage 1 categories like liver and pancreatic and then broadly monitoring patients post therapy. And I think over the next decade, I can't see anything that's going to slow that down. And then I think you'll start to see other disease areas that begin to catch up because they've seen the benefits in oncology. Certainly, rare undiagnosed disorders, certain immunological conditions. So I think molecular profiling for therapy selection and monitoring post therapy will be a growing space for a while.
Kallum Titchmarsh
analystI know there was some headlines early this year, crush RFI that came out with free a few investors out Incoming way is kind of caught off since then. But any way you're thinking about the durability of reimbursement for therapy selection, -- sorry, RNA, you kind of dual XR orders. How are you thinking about that, I guess, in the years ahead?
Eric Lefkofsky
executiveYes. I mean -- so the -- on the Medicare Medicaid side, reimbursement seems to be quite stable. There are kind of -- it took a long time to establish national pricing, which has been like kind of fairly stable for the past, let's say, I don't know, 4 or 5 years now at this point. So I think the space has pretty good pricing in terms of solid tumor profiling and liquid biopsy. We obviously benefit from national coverage policies that are in place by virtue of the fact that our main assays have been approved, the liquid biopsy will we have to be approved. So we're even out of out of some of that and that we'll have ADLT pricing and be part of national coverage. I think -- but I think the space has quite durable reimbursement in terms of Medicare and Medicaid. It took a long time to establish it. I don't see any material pressure coming anytime soon. On the MRD side, right now, those assays are basically being reimbursed by MolDx mold. I suspect the other MAX will start to pay for those tests as well because I just -- that tends to be a pattern. I think -- so I think over the next, let's say, 3 to 5 years, you're likely to have very good, very stable reimbursement from Medicare Medicaid. I suspect, over time, commercial payers will start to pay more for these tests. They're still radically underpaying. I think others have said the same thing, whether that's Garten or Natera. So I think that's a pretty common supposition at this point. which means I think you're going to see margins in this space from the top providers that get extraordinarily high. One could argue too high. Long term, I think that will start to normalize a bit. If you fast forward 25 years from now, you might see margins in the 60% range, but I would not be shocked if over the next decade, you see margins in the 80% range.
Kallum Titchmarsh
analystMean, we have 2 of those highest volume tests, TXF going through pretty significant regulatory and reimbursement upgrades. -- perhaps it's underappreciated in the story, at least from my conversations, maybe just remind investors how important that is the kind of uplift we could see into next year.
Eric Lefkofsky
executiveYes. So as I mentioned a little while ago, so we have 2 main products in therapy selection. One is our solid tumor assay and 1 is our liquid biopsy. The solid tumor assay was divided in really 2 parts, tumor normal and tumor-only tumor normal represented a minority of the volume. We got original FDA approval for tumor normal, and that was -- that had ADLT pricing at $4,500. And so we couldn't -- we weren't able to migrate our platform fully to the ADLT pricing. A few months ago, we got tumor only FDA-approved with similar ADLT pricing, identically steel pricing. So effective January 1, we will be running all of our solid tumor assays under that pricing. So you have this kind of immediate step-up for more than half of your solid tumor portfolio from like $2,923 at list price to $4,500. And then sometimes for the back half of '27, we expect both approval and pricing of our liquid biopsy to be in market, whether that's Q3 or Q4, it's unknown. But at some point in the back half of the year, you'll have that. That step-up goes from, I think, $3,200 which is our current -- roughly our current liquid biopsy pricing to somewhere in the mid- to high $7,000 range likely. So that's a very significant step-up. So whereas the ADLT pricing for tumor only adds, let's say, $80 million to $100 million of revenue and margin benefit, liquid biopsies like $250 million to $300 million.
Kallum Titchmarsh
analystAmazing want to hit on the hereditary business quickly. I think expectations for growth have fluctuated a little since you acquired Ambry is mid-teens the right way to think about this business longer term? And maybe just touch on the underlying drivers you think of this business 3, 4 years out?
Eric Lefkofsky
executiveYes. So we have bounced around a bit like a yoyo on their growth rate. I think unfortunately, we've only owned AMRI for like 18 months or something. So we've had to learn a lot about how their businesses performs as forecast. We could see early on that the growth rates that we're experiencing, let's say, 6 quarters ago, felt extreme to us. So we tried to call that out. and we try to call out that it felt 1 time to us that it was not onetime, but not repetitive in that. It was largely a function of Invitae going bankrupt and a shift of volume from Invitae, who was 1 of the largest suppliers over to AMRI. So I think we try to call some of that out, but certainly, as you lap it, we now can kind of fully see the impact of that. So you had these kind of you have a business that should be growing in the 15% range that was growing at 30% or 40% for a while that then was growing in the low-single digits -- or it's now growing in low single digits. And we begin to lap that toward the end of Q3. So you'll start to see growth rates kind of look better because we're just lapping that period of excessive growth. So I think we get back to mid-teens toward the end of this year because it's kind of almost just math, and I suspect we'll get there. Long term, I think the business -- I think the business sustainably grows in the 12% to 18% range, just call it mid-teens -- low mid-high teens. I think it grows at that range just based on like current dynamics, meaning understanding hereditary risk is important. We keep just like in cancer profiling, Everyone's publishing papers, looking at genes that are correlating with risk, people want to understand risk -- and so this is a mid-teens grower space. I think the best estimate for the space is growing around 12%. So we should be a little better than that. If you can ever unlock what is to me the most insane amount of latent demand, I think this becomes a really big business. And so -- which is at the present moment, we run about 2 million of these tests a year, something like that. And yet, there's current coverage policies in place for about 70 million tests, and we are gated by the number of genetic counselors that can order these tests and genetic counselors are not revenue generating for hospitals. So they don't like to make money off that. So you have this like massive amount of people that are in categories where there's reimbursement established. They're black they're Ashkenazi use. The -- they have known familial risk and yet we don't test them. So -- so like I think that problem has to get solved. And if that problem -- when that problem gets solved and we're taking lots of ways to solve it, this could become a very big business very quickly. So I think Conservatively, this -- over the next 3 to 5 years is mid-teens. If we get any of that right, it should have growth rates that are equal to or greater than our cancer business.
Kallum Titchmarsh
analystUnderstood. And I want to make sure we cover the data business. I think a major theme in 20 is AI-driven drug discovery. It feels like you have the head start here in the market. So what part of the AI-enabled drug discovery thesis feels credible to you? What feels a little more speculative and like what role do you think Tempus can play in this evolution?
Eric Lefkofsky
executiveYes. I mean, none of it feels speculative. -- it all feels like very well established at this point. We've been licensing data in oncology for probably 7 years 8 years, 2018. So this has been going on for a long time. People thought our data business would never get to $25 million, we'd never get to $50 million, would never get to $100 million. It's obviously now way, way larger. And we have had now multiple people enter into $100 million plus long-term data licensing deals with us, whether it's AstraZeneca or BMS or GSK or Merck or BioNTech, it just goes on and on. And I say to people all the time, our pricing works identical to AWS, you can license on file from us for a few thousand bucks. So the only reason these people are entering into long-term contracts is they want access to data and they want discounts. And so I think that speaks to when you have this many people licensing this amount of data for this amount of time -- it just speaks to the durability of that business. And AI is only a catalyst to that. Our data was invaluable or is invaluable for understanding synthetic controls, understanding how to design a Phase II and which mechanisms of action are driving response. Do you have the right design for your Phase III? How do you think about site selection how do you think about commercializing that asset given that therapies are changing like there are so many reasons to buy our data. And spending $25 million a year on our data, when you can make decisions that are going to save you $200 million or $500 million is just a no-brainer. So I think in oncology, right now, we have a significant number of people that are these very large strategic clients. I don't know how it's not almost everybody over the next 3 to 5 years. And I think that extends into biotech, and it extends into other disease eras.
Kallum Titchmarsh
analystI think you mentioned at the Investor Day, those top 20 pharma, biopharma companies. only really just dip their toes in the water with respect to those data offerings. So how big do you think this could become? And I'm just trying to, as an investor think about that time line and the cadence when this could really, really expand meaningfully.
Eric Lefkofsky
executiveI think it's kind of similar. In my mind, it's similar to genetics. So only the base case is a much higher growth rate. So the business probably grows at 30% just in oncology just under current trend line. So things just keep going as they are, and we're really mostly oncology based, this thing can grow at 30% for the next 5 or 10 years easily, like for a while. If other disease areas really take off in big ways and we've got some big projects in flight. Or if the hyperscalers choose to get into this space, which I suspect they will, at scale, then those growth rates are going to seem small because the amount of money people like Open AI or SpaceX or Anthrropic or Google or whoever, have to try to use our types of data to train their AI models is extraordinary relative to the amount of money formats, which is crazes pharma's last pony.
Kallum Titchmarsh
analystAnd maybe talk through that competitive mode as well. You obviously have the data bring tests and then the identified data from the hospitals as well. So like why couldn't someone come in and replicate this model that you've established?
Eric Lefkofsky
executiveWell, I think look, I mean, the I mean, I've been asked that question. So we went public 2 years ago, is a little over 2 years ago, and we began that process. We were delayed for a couple of years, and we had a testing the water. So for 5 years, People have been asking that question at scale, meaning every 3 months for 5 years, people have been saying the same thing. So I guess there's a question at what point does it -- is it like it's just -- it's -- so it starts with to build the data product we built, we had to connect to thousands of hospitals. We had to enter into legal agreements at BAAs in place, build pipes ingest the data harmonized structure that data so that it's usable in a longitudinal format, match it to molecular data at scale, match it to digital pathology slides, the radiology scans then build tools around that data because it's -- otherwise, it's just 500 petabytes of useless data. So we've just done all that. And if you look at it, everyone who's tried to launch a data business, which is most of our major competitors, -- if you look at the launch of their data business, it's 5, 6, 7 years old, have just had no traction basically. And we continue to have significant traction. So in terms of our immediate cohort, the people like us that have rich molecular data, I think we've just outpaced them dramatically. It doesn't mean there aren't people out there with competitive products. I mean there are Concert AI did a deal with Caris People have done deals with Flatiron and Foundation Medicine. So there's -- you can buy data from lots of people today and in certain use cases, people do. They'll license Flatiron data, they'll license at CVI. So there's lots of competition in the market. But this competition isn't affecting on any level, our growth rate or the kind of proprietary fuel behind that growth rate.
Kallum Titchmarsh
analystAnd is it fair to assume that pharma is just going to demand more and more data from you guys as we look forward? It seems like that's the obvious play, and it seems like that should flow through nicely into the growth rates into those years ahead. So any anything we should be keeping in mind there in terms of like the quantity of data that pharma's demanding, anything you've seen?
Eric Lefkofsky
executiveI think if you look at R&D budgets, and not just from biopharma, but researchers, payers, life science companies, certainly the big hyperscalers, Anybody who wants to build products that advance health care in any way, shape or form are going to need vast amounts of de-identified multimodal data, and we just happen to be sitting on a very large lake, it's 50 million patients, 10 million in cancer, 40 million outside of cancer. We just have an enormous repository of data that I think is going to power a lot of this AI development.
Kallum Titchmarsh
analystEric. Thank you so much.
Eric Lefkofsky
executiveThanks.
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