Generate Biomedicines, Inc. (GENB) Earnings Call Transcript & Summary
September 14, 2026
Earnings Call Speaker Segments
Sean Laaman
analystGood morning. I'm Sean Laaman Head of Smid-Cap Biotech Equity Research here at Morgan Stanley, and welcome to our Global Healthcare Conference. For important disclosures before we begin, please see the Morgan Stanley Research disclosure website www.morganstanley.com/research disclosures. And if you have any questions, please reach out to your Morgan Stanley sales representative. For this session, we have Generate Biomedicines and we welcome the CEO, Michael Nally, President and CFO, Jason Silvers. So welcome to the both of you. Yes.
Sean Laaman
analystMaybe just for some introductory questions and we're doing this for all our companies. We have 3. And I guess sort of how is the rise of China origin innovation changing your competitive positioning in R&D versus your business development playbook if at all? .
Michael Nally
executiveSo I think China, Sean has been I think nothing short of miraculous in terms of the ability to brute force their way to exceptional answers across a broad range of therapeutic modalities and therapeutic targets. Certainly, for us, it forced us to be very thoughtful about how far we push the innovative frontier because I do think if you're not pushing pretty far out, China can rapidly copy. And I don't think it will stop at just copying. I think they'll continue to push their own innovative frontier. But what we've tried to do is actually think about where we can use our machine base platform to drive answers to more complex therapeutic questions. And so our TSLP program was largely in affinity maturation program, where we basically took the affinity of a molecule [indiscernible] it improved about 20-fold. China can get to those sort of answers now. And so for us, we started to ask what complex biological functions are more difficult to brute force your way to answer. So stuff like pH-dependent binding, ultra high selectivity, these sort of things that can combine and answer more and more complex biological questions has been kind of an evolution of our own discovery process.
Sean Laaman
analystSure. Thank you. I guess 1 of the most exciting things to me about Generate is that you are an AI-driven company, and we have this question across all our coverage. So it's almost a redundant question for you guys. But is there anything you can share that you think about the adoption of AI across the biopharmaceutical industry.
Michael Nally
executiveWell, I think in some ways, the lead times in drug discovery are masking state-of-the-art of AI in drug discovery. For us, I mentioned our anti-TSLP molecule that was discovered 5 years ago, and that was on a model that predates the original release of ChatGPT. And so the state of the art of these generative approaches have progressed on a comparable basis to what we've seen with the large language models. And so where originally, we were solving kind of simple questions around binding with these sort of approaches. Now we're able to really take on very, very complex biological functions. And the answers we're getting and the speed of which we're getting those answers, really is distinguished from anything we've ever seen in drug discovery. And so clearly, I think it's important to kind of note that AI is not a panacea for all drug discovery and development. There are certain parts of the value chain that are probably more prone to disruption. And right now, we believe molecular generation is at the forefront of that. We think there's going to be some really interesting use cases in clinical development in terms of taking the waste out of the system. But the complexity of biology is so great that AI is not going to solve biology in the near term. But if you can be discerning and figure out which parts of the value chain can be disrupted. The tools can be extraordinarily powerful.
Sean Laaman
analystSure. And last question before you really get into the meat of the Generate. But -- is there any policy variable that you'd highlight in terms of the outlook for either yourself or the industry that you think would be impactful FDA Medicare negotiation, MFM might be a little way away for you guys, tariffs global pricing, anything?
Michael Nally
executiveWell, I think clearly, the U.S. industry has benefited from the gold standard regulatory body for the last 50 years. And I think the uncertainty within the FDA has not helped anyone in the industry. When you make these sort of long lead time bets, you want to make sure that you have the confidence in the regulator that when you make those bets, if you're successful, they'll ultimately yield medicines for patients. And so I think the uncertainty at the FDA has been 1 in particular. I do think the MFN question is something that is going to be deflationary for the whole industry, right? I mean the reality is the U.S. economics have covered or carried a lot of the profitability of the industry and with MFN, I think in the first instance, it hasn't been too harmful, but having spent 6 years leading large parts of Merck's business in Europe. Usually, when these sort of policies are in place, it's the start of a slippery slope that ultimately, the government will see this as a cost savings lever and we'll continue to turn that crank. It won't be a onetime opportunity. And so I do think having the government negotiate prices in the U.S. is a huge swing given the free market dynamics that have kind of underpinned the industry to date.
Sean Laaman
analystThank you. I've got a few questions here on the strategic framing of your business post IPO. Should investors think about your business as a pipeline with a platform or a platform with the pipeline?
Michael Nally
executiveI think we think of it as a platform of the pipeline. I mean the reality is that the -- the first program, our anti-TSLP antibody is an extraordinary molecule. We'll do a lot of great -- we'll do a lot of good for patients. But at the same time, -- it's the first manifestation of what we think is a transformative way of making drugs. We think ultimately, every molecule in the future will be generated, not necessarily leveraging random discovery processes like immunization campaigns and screening campaigns. And so for us, we're at the starting point of this kind of evolution of how drugs are made. And we think, clearly, it's important for us to constantly show a platform in and of itself is worthless. The platform has to create extraordinary products. And so we think if and when Generate is successful, we'll have leveraged this platform for a number of different products that will make a big difference in the world rather than be a single asset or kind of therapeutic area company.
Sean Laaman
analystSure. And with your lead program, GB-0895, how should investors think about that? Would you credit the platform? I mean it's moved pretty rapidly through trials. You're showing some great data. So would you credit the platform or do you think it's more that you've picked a derisked biological pathway.
Michael Nally
executiveWell, I think it's actually this combination, right? I think if you think about 0895 what the technology allowed us to do and the observation we had from the outset of the company was the -- if you have a good prior generative model, you can actually change the CDRs in more profound ways than any other technology we've ever seen to date, right? So historically, if you use [ Aero prom ] PCR or you'd use computational techniques like Rosetta you could only change about 10% of the binding range before you'd find no functional variance in a library. What we saw with our technology and with a good prior model is that you could change up to 70% of the binding region. And that allowed you to search the functional space in a much more efficient way. So I think the molecule and the molecule design was platform derived. At the same time, where you direct it was this, I think, a strategic choice by the company. We saw that Tezspire was kind of an emerging medicine with a lot of multi-indication potential. We thought there was an existing liability with both the half-life and the affinity in the initial molecule that could be addressed with our technology. And then I think what we also did, though, and I think critical to the success has been really clever drug development. And so I think this is going back to the statement, AI is not a panacea. It requires really savvy drug developers to come up with innovative clinical pathways that allowed us to kind of go from Phase I to Phase III.
Sean Laaman
analystSure, sure. And still on 0895. So clearly, a very potent molecule compared to the benchmark. And the long dosing invol for those that might be less familiar at 6 months. How should investors think about that? Is it a play on convenience? Or do you really hope to show better efficacy?
Jason Silvers
executiveYes. So efficacy is probably not the direction that we'll take this, although in preclinical studies, we did show kind of a 5x improvement in potency over Tezspire. But in reality, our 300-milligram dose, which is a dose we're in Phase III with -- we're 99.9% saturating the target, which is very similar to what Tezspire is saturating the target at at 210 milligrams, which is their approved dose. And so ultimately, there probably is not an efficacy play in the clinical trials. So this is really a convenient play. Now every 6 months versus every 1 month, we believe is material for patients and for physicians who are seeing their patients every 6 months anyways. Now ultimately, the other interesting piece where, Sean, over time, you may see an efficacy benefit, not necessarily in the clinical trial is Glaxo had shown about a year ago that there's only about a 20% adherence rate to biologics for patients. And so if patients are not adherent to their medicines, they're going to unfortunately resort back to some of the symptoms that they had in exacerbations. And so with a very convenient play every 6 months, if the patients are much more adherent in the real-world setting, you might actually see a much better efficacy benefit over time.
Michael Nally
executiveSo I think Jason's point there is really important, Sean, because -- what you see in the sort of domains is massive cost of the health system of noncompliance. And the fact that this drug will line up with a severe asthma patients, normal visits, gives you a strong underlying driver of maximum adherence that could ultimately lead not only to an efficacy benefit, but also a cost savings to health system.
Sean Laaman
analystYes, I think it's a super important point. And I just wonder what your view is on how well investors understand that. So while you're saturating the target and maybe you can't really improve upon biomarkers and outcomes in that sense. But certainly, improved efficacy does derive improved compliance does drive better efficacy and then ultimately, better efficacy, less exacerbation, less hospitalizations, less cost to the system. And do you think that's really gross by investors.
Michael Nally
executiveI think it's partially [indiscernible]. I think the nice thing is there's a lot of analogs in both kind of the immunology markets, so markets like psoriasis. We watch them mature over the last 20, 30 years, where first-generation therapies were more shorter acting longer -- second generation, third generation therapies were longer acting. And you saw these sort of compliance benefits. I can go back to like domains like osteoporosis, I worked on Fosamax earlier in my career, right, was a daily and then a weekly oral pill, Amgen came along with denosumab 6-monthly biologic. And you saw exactly the same dynamic where in the clinical trials, you could not show a difference in hip fracture rates. But in the real world, you saw a significant difference in hip fracture rates. And so it's those sort of dynamics that ultimately both, I think, investors need to understand, but also importantly, payers physicians as well as kind of the patient at the end of the day.
Jason Silvers
executiveAnd Sean, I think it's probably not well understood by investors or appreciated to this point with GB-0895 is the fact that we move from Phase I to Phase III and did not do a Phase II efficacy trial with exacerbation and some of the points that Mike made earlier kind of justify the move that we made. But in reality, given we are following the same pathway as tezepelumab, we hit the same epitope tezepelumab. Our biomarker data is as good, if not better, than tezepelumab. We have full saturation of the target at our 300-milligram dose. And this is not a unique pathway. Glaxo took it with their IL-5 and frankly, is now taking it with COPD as an indication, going right to Phase III without Phase II data. It's very highly probabilistic in our view that this will be a strong efficacious drug. And so I think investors have yet to fully grasp the fact that the probabilities of the Phase III success are probably very, very high.
Sean Laaman
analystYes, I'd agree with that. It's just -- so it brings me to -- I'll just try this question. Now it wasn't on my list, but it's just given what you just said, Jason, like what can you wake at night on the trial, like what could go wrong?
Jason Silvers
executiveWhenever you put a drug into humans, there's a lot can go wrong and the reality of it is the things that keep me awake are we've seen -- you need to have very balanced enrollment geographically. Standard of care of disease like asthma varies by geography. And so -- and we've seen a number of different trials that in Eastern Europe, you're not showing a difference between placebo and active arms in recent trials. And so making sure you have the right caps, the right adjudication procedures for entry criteria. Your -- the details really matter on these sort of trials, Sean. So making sure that we do that very well, making sure that it's stratified appropriately by EOS level. One of the benefits that anti-TSLP medicines have is that it works for all comers in asthma. And -- but you want to have the right proportions in the EOS less than 150, the 150 to 300, the 300 and greater. And so how you actively enroll this trial to make sure that you have the right balance ultimately determine the outcomes in these sort of trials. And I think that only becomes more and more complicated as you go into other diseases like COPD, where the heterogeneity of the disease is even greater.
Michael Nally
executiveAnd I think the other point, Sean, is this is a very competitive space and so speed matters, getting to patients faster is really important. So the speed in which we execute on enrollment in the trial. This is a 52-week endpoint. So getting to enrollment faster will get us faster to market. And there's a lot of other companies out there which are behind us on the long-acting molecules. Now we think we have the best long-acting molecule even 98-day half-life, which is meaningfully better than any of the other long-acting next-generation anti-TSLPs. We do have that binding affinity of 20-fold improved affinity than tezepelumab, so 100 femtomolar binding. So we feel also that in addition of long half-life, we will be grabbing the cytokine tighter for a longer period of time, which will enable us to have the benefit for patients out to 6 months, which is not necessarily clear for some of the others. And so speed is critical to us as well.
Sean Laaman
analystSure. Well, it flows nicely into the next question. [ Celerio 1 and 2. ] So what can you tell us about the rate of recruitment and your confidence on completing and getting to top line? And I think guidance is first half of/28.
Michael Nally
executiveYes. So the studies are off and running. As of Friday, we had regulatory approval in 39 of the 42 countries in which we're recruiting. We're seeing uptake across all regions. The team has done an extraordinary job standing up 2 replicate, 786 patient trials. And so we feel like we're on track with all of our prior year guidance in terms of having enrollment completed by the end of 2027, data towards the end of 2028 given the 1-year end point and the -- all of those details that I just mentioned a moment ago, Sean, had been kind of front and center, right? So we're making sure we're recruiting broadly geographically but also making sure that we're getting the right types of patients in the trial. One of the key entry criteria that we looked very carefully at was having patients have 2 or more exacerbations documented exacerbations in the year prior to the start of the trial. And ultimately, we believe that sort of an entry criteria will ultimately show meaningful therapeutic effect.
Sean Laaman
analystAnd what level of exacerbation reduction do you think you may have to show to say you've got a competitive drug? I think teze showed a 70% reduction over 52 weeks. So -- how should investors think about that as a benchmark?
Michael Nally
executiveYes. So I think if you think about the anti-TSLP space, and you mentioned the teze data that was in the EOS greater than 300 cohort, right? So they showed a blended rate across all comers of 56% 70 in the high EOS cohort, 40 in the low EOS cohort I think that's kind of the sense the benchmark as the incumbent, right? And so I think somewhere in the 50% reduction across all comers and then pushing up, I think you've seen with the IL-5s and with products like Dupixent in the high EOS cohort, somewhere in that 50%, 60%, 70% range as well. And so I think that's kind of the market that you're going to have to hit to be competitive. And so I think obviously, doing that with also a great safety profile will be key to the success of the medicine.
Sean Laaman
analystAnd given the FDA feedback for our trial and the reason the size of our trial is 786 subjects in 2 different studies is to be powered to capture the below 300 EOS endpoint. And so we're 94% powered to capture the less than 300 EOS endpoint in terms of reduction, and that means we're basically 99% powered across all comers. Sure. And can you remind us or tell us what the evidence you have around pharmacodynamic evidence that the T-slip suppression is maintained through the 26 weeks.
Michael Nally
executiveYes. I mean the data we just showed at the European Respiratory Society actually shows that we're sustaining those biomarker reductions out now up to about a year. And so again, Jason mentioned earlier, the 98-day half-life, you're seeing 50% reductions across a number of the key biomarkers like ESOS IL-5, IL-13. You're seeing substantial reductions in FeNO as well. And what's really been encouraging is at that 300-milligram dose, you're not seeing kind of a waning effect toward the end of the period. And so we feel very, very confident that the medicine is very active for beyond 6 months actually.
Jason Silvers
executiveGreat. I guess, COPD is the largest swing factor in our valuation. And the market will read the ERS poster as a proxy for the multibillion dollar opportunity up by Macron PK data alone. Is that a fair basis? Or does the real answer need a Phase IIb.
Michael Nally
executiveNo, I think -- listen, I think as we've seen GSK just took a very aggressive approach going straight to Phase III with no COPD that we're aware of, right? So I think Teze showed a really interesting signal in their Phase II study. If you think about the currently approved biologics for COPD, you have Dupixent in Nucala they are only approved in the greater than 300 EOS cohort in COPD, which is about 28% of the market. The data that teze showed would take that down to about the 150 EOS cohort where you would add another about 40%, 45% of the market. And so obviously, the landscape in COPD is changing with the recent AstraZeneca data for the IL-33 where they were the first medicine to show a benefit in the less than 150 EOS cohort. And so -- but we think we still think there's a huge opportunity. The COPD market is only 2% to 3% penetrated from a biologics perspective. As you know, in these sort of immunology conditions, you usually see when they're mature markets, you have a 40% to 60% biologics penetration, there's a lot of room to run. COPD is depending upon which statistic you look, 1 of the top 5 burdens of disease globally. So the cost of the health system is extraordinary. The cost of patients' lives is extraordinary. And we think if you had somewhere -- the teze data in the greater than 150 was about a 37% exacerbation reduction that's a really meaningful medicine for patients. And so we think the opportunity, as you rightly point out, is profound, and we think GB-0895 is very well situated in that. And the last thing I'd just say is the 6 monthly dosing may actually be more valuable in COPD, given the frailty of the COPD population. COPD patients oftentimes are carrying multiple comorbidities and having a long-acting therapy that almost provides background protection for that population. We get a lot of feedback from doctors and patients that would be very, very meaningful for the lives.
Sean Laaman
analystI normally ask these questions towards the end. And I want to give some time to some pretty exciting oncology programs, the MMA with 1 in particular, but given SOLAIRIA-1, SOLAIRIA-2 the data you've shown that DRS in COPD, I think you had $457 million of cash on balance sheet end of Q2, how do you think about the balance sheet and funding from this point forward?
Jason Silvers
executiveSure. So we are funded through the first part of 2028 and that will carry us through the Phase I trials in oncology. It will carry us through the enrollment in the asthma trial as well as a lot of the initiatives that we're doing from the platform side and the next generation of molecules that we're moving toward the clinic. There's a number of different paths that we're, I'd say, simultaneously pursuing from a capital perspective. We doing partnerships like our Amgen and Novartis partnerships. It will be -- is part of our core strategy. So we will continue to do partnerships like those. We've been very successful in terms of getting toward the end of resolution on most, if not all, of those targets and certainly will be over the next several months. That opens up a lot of capacity for us to do more partnerships. And so those types of partnerships as well as achieving milestones on the Amgen and Novartis partnerships will bring in non-equity dilutive capital. We'll certainly explore equity capital markets. as well as product-specific financing, potential commercial partnerships around some of our products over time. And therefore, we believe over the next 12 to 18 months or so, a lot of these pieces will carry us through not just asthma data but beyond.
Sean Laaman
analystThank you. Moving on to GB-4362 MMAE neutralizing program. Maybe just give investors a snapshot of what that is because I don't think it might be broadly appreciated, particularly for people new to the story, and what clinical evidence do you need to show toxicity can be decoupled from efficacy?
Michael Nally
executiveYes. It's a great question, and thanks, Sean. Because 4362 is a program that is very unique, right? I mean -- we talk a lot about medicines, and you started the conversation with China. We're not aware of anyone else pursuing a concept like this. And so the beautiful thing about 4362 is the dose-limiting toxicity for MMAE-based ADCs has been peripheral neuropathy. And this has kind of been seen in pretty extraordinary rates, in the clinical trial setting. So enfortumab vedotin pads have Pfizer's extraordinary molecule for urothelial cancer, shows about 2/3 rate of peripheral neuropathy in that trial, which leads to about 20% of patients discontinuing, leads to down dosing and at least the dose holidays. Ultimately, what we're trying to do with this molecule is selectively buying the cleaved payload without interrupting the intact ADC. And we have a molecule that can distinguish the cleaved payload from the Intact ADC because it binds the cleavage site and that cleavage site is only exposed once the payload is circulating systemically. And so we think this has a huge opportunity to not only address this kind of core dose-limiting toxicity, but also extend the utility of all MMAE-based ADCs. And so if you -- Pfizer had some really interesting data at ASCO in June, which showed a direct correlation towards survival on drug and overall survival. So if you're able to keep people on these ADCs, you're seeing extraordinary survival rates. And that's ultimately what we hope to be able to show is that by reducing the neuropathy, you're reducing that dose limiting toxicity. We think the endpoint that the FDA will look for is a reduction in neuropathy and what you'll try and show is a noninferiority from a survival perspective, because you rightly point out like what you don't want to do is interrupt the bistandard of fact and so we're partially through the design of the molecule, partially through the work we've done in terms of dosing in a line to the second dose of MMA, we think there's a way to actually thread that needle nicely.
Jason Silvers
executiveSure. And what we've done in sort of preclinically, what we've shown is we can reduce free MMAE by up to 80% in nonhuman primates and mice without impacting tumor killing, but with getting substantial reduction in skin toxicities and neutropenia, which are other toxicities that occur in additional peripheral neuropathy. Our Phase I trial is designed to find the dose of our antibody that reduces free MMA by 50%. The feedback from the FDA, which this has gotten Fast Track designation and is in first-line therapy has been go up -- you can go up to 80%, but we think 50% reduction is the right. It gives us enough room to not impact the bystander effect, but to reduce the peripheral neuropathy and other toxicities, meaningfully enough that patients can benefit from continuing on the drug longer?
Sean Laaman
analystSure. Thank you, Jason. And what milestones should investors look for in terms of data release around that program. So where we've completed dosing the first cohort of subjects in the dose escalation portion of the Phase I. We believe -- and again, the dose escalation portion is to find the dose that reduces free MMAE by 50%. And so we believe we'll have that dose toward the beginning of 2027. Once we have that, we're going to do a dose expansion study or cohort expansion where we'll take somewhere between 40 and 60 subjects, let's say, who already have Grade 1 peripheral neuropathy on PADCEV and KEYTRUDA that are urothelial cancer patients. They'll receive our drug, MMAE neutralizer commensurate with the cycles of getting PADCEV and KEYTRUDA to see if we could reduce the progression of Grade 1 peripheral neuropathy going to grade 2. Because once you hit grade 2 peripheral neuropathy, it's irreversible for the patients. And so that over the course of 2027, we believe we'll have the data, which is the safety and efficacy data we're looking for to be able to potentially move directly to registrational trials. As Mike mentioned, where safety would be the endpoint. Sure. Sure. And what relationship might you have with PADCEV and how do you fill out or fill further MMAE containing partners?
Michael Nally
executiveYes. So there is no formal relationship. The beautiful thing is in the U.S. standard of care for first-line new or the patients is KEYTRUDA plus PADCEV, right? And so this is just simply layered on top of that [indiscernible] care. As we look forward, though, I think there's 2 different pieces, Sean. You point out like ultimately, the way you will develop this. We've done it with PADCEV because that is the leading MMAE-based ADC. You'll do a basket trial likely with all MMAE-based ADCs to kind of show that this works across the whole continuum. And then I think in the future, there's an opportunity to potentially co-formulate, which would be, I think, really interesting as well, where you can co-formulate 4362 with the MMAE based ADCs.
Sean Laaman
analystSure. Is there anything specific about PADCEV that might mean that your compared to other MMAE containing ADCs that might make it more robust in combination with about just soaking up the free MMAE or do you think it's broadly applicable to your confidence level around that?
Michael Nally
executiveIn the preclinic, it's very clear that it's probably applicable so as we think that -- again, it's partially tied to the linker and the payload. So a lot of the early Seattle Genetics, ADCs all kind of use the same sort of core technology there.
Sean Laaman
analystSure. And philosophically, at the beginning of the conversation, we're talking about platform pipeline on platform that I think many people might generate think it's a respiratory company and not really in a company and that the molecule could have come from the wet lab, could it come from AI. We don't care as long as it works and you get a payback. But the way I'm thinking about this is potentially a step in the validation of the platform to investors. So maybe put some meat around the bones on that.
Michael Nally
executiveYes. I mean I think 1 of the things that we spent a lot of time thinking about, Sean, is actually I think it's easy sitting here today to think Oh, well, where is the AI. The real question we had to answer with GB0895 was would computationally generated molecules immunogenic right? That was the unanswered question that nobody had ever tested because there had never been a truly computationally generated protein that entered the clinic. What we've seen now across the 5 programs that have entered the clinic is that these are very well-behaved molecules. The ADA rates have been very, very low. And so in some ways, for us, from a platform perspective, 895 derisk that question across all of our programs. Now as you rightly point out, where we're going is to these more complex biological tasks, like distinguishing this intact ADC from the circulating MMAE and you'll see that, I think, across the next generation of programs, they're taking on more and more complex domains of biology that I think traditional tools have not allowed us to drug.
Sean Laaman
analystSure, sure. Maybe an opportunity just got limited time here. I just sort of wanted to touch on Novartis and Amgen partnerships and maybe give investors a flavor on those partnerships? And what could we expect in milestones et cetera, or announcements on candidates?
Michael Nally
executiveYes. So the way these are structured, each of Novartis and Amgen, Amgen back at the end of 2021, Novartis late in 2024. So almost a couple of years ago. We agreed on a select number of targets we generate molecules that ultimately we get to either lead candidate criteria or DC nomination based on some prespecified criteria. And then once we get them to that level, they take time to verify it. And once they verify, they pay milestones and then ultimately, they have the choice to move them forward into the clinic, and they would pay milestones over time and potentially royalties. Milestones are in the mid- to upper $300 million on each program and the royalties are some mid-single digits up to low double digits on each of those programs. We've been extraordinarily successful in prosecuting across all of the targets or a total of 9 targets between the 2 of them at this point. Some of them we will get to the criteria, but they will not be moved forward because, frankly, biology that they could not test for decade, let's say, or more, we finally were able to get them a molecule to test the biology and the volume has work. I think we were very successful in getting there. But ultimately, if the biology doesn't work the back them forward. We have received the first milestone on the first program from Amgen already. We believe we'll hit multiple more programs on theirs. And on Novartis, we've been extraordinarily successful even much faster just given we've signed that deal a few years after Amgen, so had many more people at the company a lot more capabilities. And so we believe we'll also hit multiple milestones. The time line on verification is kind of the biggest kind of impediment to receiving those milestones. But now we believe over the next 12 to 18 months or so, we see multiple milestones in both of them.
Jason Silvers
executiveSo 1 of the really cool things, though, but the partnerships is Amgen and Novartis are probably 2 of the best protein engineering companies on the planet, right, certainly in the top 10, right? And so when they hand you tasks that they can't solve, this goes again to this question of China. If the best in the world can't solve these sort of things, you're basically finding complex biology questions that if you solve them for them, we then have the right to apply that across other domains. So 1 of the tasks that both of them had given us was can you stabilize the native hormone and drive a thousand-fold improvement in selectivity? Neither of them had solved that for almost a decade. And we gave Novartis, 40 molecules that had over 10,000 fold improvement in selectivity in 4 months well. And so the power of these technologies, once you get them up and running is really, really profound.
Sean Laaman
analystWell, gentlemen, we're right at time. Is there anything I didn't ask that I should have or any message you would like to leave investors with before we call a close.
Michael Nally
executiveI think we've covered a lot of ground here today, Sean. I think the most important thing is, I think the point you made at the outset, generated a company that were with our first manifestations, we're showing clinical proof of concept for these AI design molecules, but we're really only scratching the surface. And I think as we continue to push the frontiers what we're going to find is that there are a whole series of undruggable domains that we have never had the tools to prosecute that will unlock biology in really meaningful ways, and we're excited to be part of that journey for the industry.
Sean Laaman
analystWell, thank you, Mike. Thank you, Jason. I appreciate your time.
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