Ladies and gentlemen, thank you for standing by, and welcome to the AbCellera Full Year 2021 Earnings Results and Business Update. At this time, all participants are in listen-only mode. Later, we will conduct a question-and-answer session, and if you would like to ask a question during that time, simply press star one on your telephone keypad. If anyone should require assistance during the conference, please press star zero. Please be advised that today's conference is being recorded. I would now like to turn the conference over to Tryn Stimart, Chief Legal and Compliance Officer. Please go ahead. Thank you. Good afternoon, and welcome to AbCellera's full year 2021 business update. We are pleased to have you with us today, where we will discuss the results announced in our press release issued after the market closed today, which you can find on our investor relations website. With me on the call are Dr. Carl Hansen, AbCellera's Chief Executive Officer and President, and Andrew Booth, AbCellera's Chief Financial Officer. The webcast portion of this call contains a slide presentation that we will refer to during the call. If you are following along on the phone and wish to access the slide portion of this presentation, you may do so on the investor relations section of our website. For those who have accessed the streaming portion of the webcast, please be aware that there may be a delay and that you will not be able to pose questions via the web. This presentation may contain forward-looking statements pursuant to the Safe Harbor provisions of the Private Securities Litigation Reform Act of 1995. Any forward-looking statements are based on management's current expectations and are subject to certain risks and uncertainties. Please review our SEC filings for risk factors that could impact our future performance. Our presentation and SEC filings are available on our investor relations website. Note that all dollars referred to during our call today are U.S. dollars. Now, I am pleased to turn the call over to Carl Hansen. Thanks, Trin, and thank you everyone for joining us today. It's my pleasure to provide an update on our business and a recap of 2021. AbCellera had a banner first year as a publicly listed company, executing on our long-term strategy by growing our portfolio, deepening our platform to unlock new modalities, and expanding our deal structures to add new ways to capture value. We ended 2021 with over $720 million in cash equivalents, and marketable securities, and approximately $70 million in receivables net of payables. We added 53 new programs under contract with 9 new partners, bringing our cumulative total of programs under contract to 156, with a total of 36 partners. We ramped up our discovery capacity and started work on 26 new drug discovery programs, bringing our total number of program starts to 78. Finally, we saw four molecules we discovered enter the clinic, bringing our total number to five new molecules in the clinic for indications in oncology, infectious disease, animal health, and immunology, dermatology, and gastrointestinal disease. Building on our momentum from 2021, we are now well-positioned to continue executing on our growth strategy. AbCellera is building a technology company that drives innovation in antibody therapeutics, which currently represents an estimated $170 billion market opportunity. Based on historical compound, compounded annual growth of over 10% for the last three decades, this market is expected to reach over $350 billion by 2030. Our strategy for growth in this market is to become the de facto technology leader in the early part of drug development, ultimately covering all the activities that lie between target discovery and clinical testing. Our work begins once the fundamental science has been done and a drug target has been identified. Starting from the indication and requirements of a drug, target and therapeutic candidate, we use our technology stack to deliver antibodies with optimal drug-like properties. We deliver lead drug candidates and data packages to our partners, and they then bring these antibodies forward through late-stage preclinical and clinical development. Our technology gives our partners a competitive advantage in advancing their programs. In exchange, we take a stake in these programs, allowing us to build a large and diversified portfolio in the next generation of antibody therapies. Over the long run, we believe this strategy will provide superior returns and value to our shareholders while avoiding the large capital outlays for clinical development and the extreme binary risk that is normally associated with biotech. In 2021, we had a record year in business development, adding another 53 programs under contract with nine new partners. This underscores a strong market fit for our business model. Our partners span the full range of drug developers, from early-stage biotech to mid-cap publicly traded biotechs to large, vertically integrated biopharmaceutical companies. Enabled partners come to us to find antibodies with superior drug properties or to advance programs that have proven refractory to traditional workflows. For smaller biotech companies, our technology does more than just level the playing field. It allows them to advance their programs with a technology advantage while saving time and capital that would otherwise be needed to assemble or build internal capabilities. Collaborating with diverse partners allows us to open up new modalities and targets. For example, our deal with Moderna opens up a new modality of RNA-based antibody therapies. Another strong area of growth is in bispecific antibodies, which is enabled using our OrthoMab platform. In total, we now have 156 programs under contract, of which 131 have downstream participation. Approximately half of our programs under contract have yet to begin the discovery phase. As a result, we enter 2022 with a full book of work. Specifically, we now have over 70 programs under contract that are yet to be started. We are therefore in a position to be increasingly selective in our deal-making and expect to be shifting our business development focus towards strategic partnerships where we have the potential for even deeper participation in the molecules that we discover. To maintain future flexibility in our business and deal terms, we also intend to limit the number of programs under contract that are associated with new multi-year agreements. As indicated during our last business update, we will now be focusing on program starts rather than programs under contract as a key metric for the growth of our portfolio. In 2021, we started 26 programs, bringing the cumulative number of program starts to 78. Today, we are excited to share additional details about our portfolio. We think of our portfolio as a financial asset, where diversification can be effectively used to achieve strong growth, while at the same time mitigating risk. The wide applicability of antibodies and the breadth of our platform allow us to diversify our portfolio across antibody modalities, partnerships, and therapeutic areas. As illustrated, our programs are diversified in indications that now include oncology, immunology, neurology, infectious disease, ophthalmology, and beyond. For the 65 human health programs where we already know the therapeutic application, oncology represents just over half of our portfolio and has been a growth area over the past year. We expect this trend to continue in 2022, broadly reflecting the activity in the sector. In all of our partnerships, the large majority of the deal value is tied to the success of the molecules that we discover. We achieve this through a variety of deal structures, the most frequent of which includes upfront and research payments, followed by clinical and commercial milestones and royalties on net sales. The timing and the relative value of these payments is illustrated on this slide, which presents an example of one of our programs in the case that it is successful in bringing a new therapy to the market. This example hypothetically assumes a typical timeline of 10 years from program start to market approval, modest total upfront fees, aggregate milestones of over $90 million, peak sales of $1.7 billion per year, and a 5% royalty on net sales. What's important to note is that for a successful program, by far the largest fraction of the value for Accelerate is associated with the royalties. These typically occur 10 years after the program is started. For molecules that reach the clinic, royalties represent approximately 90% of the total value. Milestones are the second most valuable portion of the deal and represent approximately 7% of the total value. Milestone payments begin when a molecule reaches the clinic, approximately three-four years after a program starts. Milestones then continue to progress at higher payments until a drug candidate reaches market approval and achieves certain sales levels. Finally, upfront and research payments are the smallest portion of the deal and are recognized as AbCellera completes its work. Commonly, these payments are between $1 million-$3 million and represent approximately 1% or less of the total value of a successful drug development program. Our COVID-19 program with Eli Lilly is a real-world and time-compressed example of the value associated with our business model. Over the period between March 2020 and December 31, 2021, we received $526 million in royalties, representing over 90% of the program value to date. Structuring deals that emphasize value in royalties also aligns our success with the delivery of therapies that make a difference for patients. In this particular case, bamlanivimab, used either alone or together with other antibodies, has been used to help more than 1 million patients. We estimate that this has saved more than 100,000 hospitalizations and more than 40,000 lives. This is but one example of what can happen when a program is successful. However, this example is atypical due both to the timelines associated with pandemic response and our larger royalty position, which reflects both the high value placed on speed and the fact that we had initiated our COVID-19 response independently as part of our internal technology development efforts. Moreover, it is also important to realize that any particular drug development program is a high-risk, high-reward endeavor, and that the large majority of programs are expected to fail to result in approved therapies. This is why it is so important to build a large and diversified portfolio as we have been doing. In addition to the number of program starts in our portfolio, main drivers of value are the probability of success, the speed of a program advancing, and our economic participation in each program. Because of this, we make platform investments and business development decisions that seek to optimize these combined factors. We carefully evaluate each program to identify the highest value opportunities, considering the scientific hypothesis, the commercial potential, and the capabilities of our partners. To build capacity, we continue to invest in the expansion of our facilities and our workforce. Importantly, we are leveraging modern automation, data science software solutions, and computation that we believe will yield continuous improvements in speed, efficiency, and success rates across our programs. As already mentioned, this includes investments in a multi-year project of forward integration, which includes translational science, CMC, and GMP manufacturing. We believe that seamless integration of these capabilities with our upstream technologies will allow us to greatly accelerate the path from program start to the start of clinical development. As we build our business, expand our technology, and increase the value we bring to our partners, we expect that our economic participation in each program will increase. These next few slides confirm that this has been the case over the past two years. This graph shows the progression of our royalty rates from early in our business between 2015 and 2019 to more recently between 2020 and 2021. The box and whisker plot indicate the inner two quartiles and the fifth and ninety-fifth percentiles for deals done within each period. As shown, the mean royalty value from our earlier deals was 2.5% and has now increased to 4.3%, with a quarter of deals having royalty rates above 5%. At the top end, royalty rates reach over 8%, while very few programs now have rates below 2.5%. We note that the distribution of royalties shown here are firm numbers that are not subject to buyout clauses. In addition to strong growth in the number and size of our royalty positions, as shown on this slide, we have also accumulated a large value of potential milestone payments. The aggregate value of potential milestone payments for our portfolio of programs currently under contract is $4.6 billion, of which more than half of this is associated with commercial success. I would like to emphasize that this is the maximum potential value and has not been adjusted for the probability of success. As I said previously, the large majority of programs do not succeed in becoming approved products, and therefore, we would expect to recognize only a fraction of this total value. In addition to milestones and royalties, which have been typical of how we achieve downstream participation in our early years, as we provide more value to partners, we are now adding deal structures to capture that value. This is particularly true when engaging with early-stage firms. These deals include equity or equity-like stakes in new companies, as well as options to co-invest in program development to obtain a progressively larger effective ownership position. These should be viewed as a subset of potentially higher value programs and are part of balancing our portfolio in terms of indication risk, partner type, and deal structure. At this point, the large majority of our programs are pre-clinical, reflecting the stage of our business and the higher concentration of new programs in the past two years. As our portfolio matures, we expect to see an increasing pace of molecules entering the clinic and an increasing average stake in these clinical assets. As mentioned, in 2021, we saw four new molecules enter the clinic. Recently, one of these molecules, bebtelovimab, received emergency use authorization from the U.S. FDA. Bebtelovimab is our second COVID-19 antibody to receive emergency use authorization and is the culmination of a two-pronged strategy that we executed in response to the pandemic. In March 2020, at the start of the COVID-19 pandemic, we made a conscious decision to first prioritize speed in getting therapies out to patients. This resulted in the discovery of bamlanivimab, the first COVID-19 antibody to reach the clinic and the first to receive emergency use authorization by the FDA. Because we anticipated that resistant strains would emerge, we didn't stop. We continued our screening efforts and built up a collection of several thousand diverse candidate antibodies. In early 2021, responding to the emergence of new variants, we began to search this library to find a next-generation solution, this time prioritizing maximum possible potency and breadth of neutralization. This effort resulted in the discovery, and now the emergency use authorization of bebtelovimab. Bebtelovimab neutralizes every known variant of concern, and to our knowledge, it is by far the most potent antibody in development against the Omicron variant and the BA.2 subvariant. This graph shows our laboratory measurements of the potency of various antibodies that are in development, either as monotherapies or as part of a cocktail of two antibodies. For each antibody, the potency against Omicron is quantified by the IC50 value, which refers to the concentration of antibody that is needed to achieve a 50% neutralization of a fixed amount of pseudotyped virus. Lower numbers are good and indicate a more potent antibody. This data shows that bebtelovimab is at least 50 times more potent against Omicron than other antibodies we tested and that have either been authorized or are in late-stage development. Moreover, the three most potent antibodies against Omicron. Moreover, one of the four most potent antibodies against Omicron, we believe that only bebtelovimab maintains full effectiveness against the BA.2 subvariant, which is thought to be more effective and is rapidly growing in prevalence. The high potency of bebtelovimab allows for full effectiveness at a dose of only 175 milligrams, which can be delivered by IV push in less than a minute as compared to a 30-minute infusion with some other antibody therapies. Furthermore, we believe that bebtelovimab's potency and breadth give it the potential for development as a prophylactic to protect against COVID-19 infection in high-risk populations. The discovery of two authorized therapeutic antibodies within a year of each other demonstrates the power of our platform and its potential to quickly generate best-in-class therapeutics for our partners across other indications. I would like to emphasize that we are not a COVID-19 company. In fact, infectious disease represents a small fraction, approximately 5% of AbCellera's portfolio. In 2022, we will continue to drive innovative science that we believe will enhance the power of our platform to open up new target spaces and enable next-generation antibody therapies. We anticipate a number of exciting updates this year that are in part the result of successful integration of the acquisitions that we have made over the past couple years. For instance, we have made substantial progress in enhancing technologies for the discovery of antibodies against GPCRs and ion channels, including integration of the TetraGenetics platform, which we acquired in 2021. We look forward to updating you on those advancements in future business updates. In our last update, you'll recall that we discussed how the combination of our discovery, bispecific, and computational platforms can be used to create next-generation T-cell engagers based on CD3. Here we are leveraging our Trianni platform to generate fully human antibodies for T-cells and tumor targets, and combining them to create bispecifics using our OrthoMab protein engineering platform. That's an effort that is just underway, and we are pleased to be sharing data about that program at the upcoming American Association for Cancer Research or AACR meeting in April. Summing up, we've made tremendous progress in 2021. We are now moving into 2022 with a full head of steam. Despite the challenges of operating in a pandemic, we posted a record year in growing our business and have expanded our operations now to include over 400 people working in locations across the globe. Since our last earnings call, we have also strengthened our leadership team with the appointment of Neil Berkley as Chief Commercial Officer and Dr. Andrew W. Lo as Independent Director. With that, I'll hand over to Andrew Booth, our CFO, to provide an overview of our 2021 financials. Andrew. Thanks, Carl. I'm pleased to highlight the progress we've made on our key business metrics, beginning with our program starts. We started 26 new programs in 2021, of which nine were in the Q4, to take us to a cumulative number of 78 program starts. While starts will continue to be somewhat irregular, we expect a generally increasing trend year over year, as we have seen throughout this past year. We ended 2021 with 156 programs under contract with 36 unique partners. That is a 51% increase in programs under contract as compared to 2020. As we noted previously, programs under contract has been a leading indicator of the long-term trajectory expected for program starts. Also in 2021, our partners advanced four more molecules into the clinic, bringing our total molecules in the clinic to 5 at year-end. We view the growing list of molecules in the clinic as specific examples of our near and midterm potential revenue from downstream milestone fees and royalty payments in the longer term. The recent EUA of bebtelovimab and the concurrent U.S. government purchase order do of course imply meaningful near-term royalty potential. The momentum we achieved with the number of partners, programs under contract, program starts, and molecules in the clinic this year has far outperformed our expectations from one year ago. These will be key drivers of growth in the business and of shareholder value in the years ahead. Turning to revenue. Revenue in the year was $375 million. Revenues for 2021 were dominated by the $327 million of royalties we earned from shipments of bamlanivimab during the year. We realized $8 million in milestone fees in 2021, $7 million of which relate to the commercial milestones from the sale of bamlanivimab. We recognized $21 million of licensing fees in revenue in 2021, mostly attributable to one large Trianni licensing agreement in the Q1. Finally, research fees connected to our work on a great many programs with a wide range of partners in 2021 were $19 million. That is similar to the $20 million we recognized in 2020, a year that includes significant fees for our work with our partner DARPA. Looking ahead, we expect the majority of 2022 revenue still to be derived from royalties on COVID antibodies. Lilly continued to ship bamlanivimab into early 2022 and entered into a purchase agreement with the U.S. government to supply up to 600,000 doses of bebtelovimab for at least $720 million no later than March 31, 2022, with an option of an additional 500- Ladies and gentlemen, please stand by. Your conference will resume when the speakers reconnect. One moment, please. Hello, this is Andrew Booth speaking. It looks like we had some technical difficulties and dropped the line. I understand where we left off, and I'll just continue on the business update. Looking ahead, we expect the majority of 2022 revenue to still be derived from royalties on COVID antibodies. Lilly continued to ship bamlanivimab into early 2022 and entered into a purchase agreement with the U.S. government to supply up to 600,000 doses of bebtelovimab for at least $720 million no later than March 31, with an option of an additional 500,000 doses for delivery no later than July 31. As a reminder, under our agreement with Lilly for any COVID-19 products developed, we are eligible to receive royalties in the low- to mid-teens% for aggregate sales below $125 million and mid-teens- to mid-twenties% on aggregate sales above $125 million. We continue to view COVID royalties as a non-dilutive source of funding to support our investments in capacity and platform capabilities, including investments into forward integration. Turning to operating expenses. Our research and development expenses for the year were approximately $62 million, a $33 million increase over the previous year, $10 million of which relate to non-cash stock-based compensation. The overall increase reflects our ongoing investments into R&D, which we will continue to grow as we expand our R&D team's capabilities and capacity. This allows us to deliver our partner programs as well as enhance our technology stack organically. In sales and marketing, expenses for the year were approximately $7 million, nearly doubling from 2020. This reflects the ongoing growth of our business development team capabilities and reach. General and administrative expenses for the year were approximately $42 million compared to approximately $12 million in 2020. Almost $12 million of this increase were related to higher non-cash stock-based compensation expenses, bringing us in line with publicly listed companies. The increase is otherwise driven by the need to support a much larger business and the associated legal and corporate requirements of being a publicly listed company, as well as ongoing investments to protect our intellectual property. We are reporting earnings of over $153 million for 2021 compared to approximately $119 million in 2020. In terms of earnings per share, this works out to an earnings of $0.56 per share on a basic and $0.48 on the diluted basis for the year. This result reflects the receipt of royalties on bamlanivimab and our ongoing investments to expand and enhance our discovery platform and to grow our diversified portfolio of long-term stakes in the next generation of antibody drugs while running discovery efforts for our partners. Looking at cash flows. Operating activities for 2021 contributed $245 million to cash flow, which includes the collection of accrued accounts receivable balance from December 2020, and the strong royalties earned from bamlanivimab in the first half of the year. On the investing activity side, the year shows a $58 million dollar investment in plant property and equipment, including the land purchase of our future GMP facility in Vancouver. The remainder was predominantly related to our TetraGenetics acquisition and financing of the construction of our facilities, partially offset by funding received from the government of Canada's Strategic Innovation Fund. As a part of our treasury strategy, we also invested almost $250 million dollars in short-term marketable securities during the year. The $25 million of restricted cash at year-end relate to entering into a participation agreement with a segregated accounts company for our D&O insurance. As a result, we finished the year with over $720 million of unrestricted cash equivalents and marketable securities, an approximately 22% increase from December of 2020. Given the recently announced purchase agreement for COVID antibodies from Lilly and the associated royalties due to AbCellera, we see the potential to further build our cash balance in the near term. In summary, we continue to be in a very strong liquidity position that allows us to execute our strategy, continue to build capacity and expand the platform. We believe that we have sufficient liquidity for well beyond the next two years. With that, we'll be happy to take your questions. Operator? Thank you. At this time, I would like to remind everyone in order to ask a question, press star one on your telephone keypad. Again, that's star one to ask a question. Please limit your questions to one and one follow-up. Thank you. We have your first question from Stephen Willey with Stifel. Your line's open. Yeah, good afternoon. Thanks for taking the questions and congrats on a really good year. Thanks, Steve. I was just wondering if. So I know that you guys are really emphasizing new program starts this year and working through, I guess, not the backlog, but the large amount of programs under contract that you currently have. How should we think about the pace of those new program starts throughout the course of 2022? And is that pace rate limited at all on the capacity front, or is it really just a bandwidth issue at this point? Thanks, Steve. Carl here, and I'll take a first crack at that and then maybe hand over to Andrew if there's anything he wants to add. You know, first of all, the shift in focus from programs under contract to program starts is something that we did mention on the last call, and we're reinforcing that. The situation basically is that we came into the start of 2021, looking to build our book of work and make sure we had a good fit and good demand for our technology and offering. The business development, you know, through 2021, I would say vastly exceeded, you know, what was our expectation. You know, as a result, as mentioned, we've got about 70 or more programs that are currently under contract. That's not all for this year. That includes multi-target agreements that go, you know, two or three years out, that have yet to be started. You know, with that in mind, you know, we are fully confident That we have put to rest any question, we will be able to find high-value work to apply our platform and our technology to. For that reason, we are now focusing on more higher value, perhaps more strategic, more selective business development activities. Thus, you know, are sort of pointing people away from programs under contract as the metric to program starts. Now, program starts, we exited the year doing nine program starts in the last quarter. That was a big uptick from the start. That reflects increases in efficiency in the process as well as the investments in equipment and people and technology to build our capacity. We anticipate coming into 2022 at that pace, and I do expect that we're going to have strong growth in program starts over the course of 2022. I wanna also emphasize that capacity is not just the number of programs that you start, it also reflects how much work you're doing per program. One of our big drives this year and in, you know, the next couple years is a move towards forward integration where we're starting to take programs much further. Ultimately, once we're fully enabled all the way to IND filing, there'll be a much larger growth in capacity in terms of work and of course our participation in those programs than will be reflected in program starts, though we do believe that's going to go up. Okay. That's helpful. Then I guess just with the current liquidity position, you know, obviously a good time to be liquid given the fact that, you know, valuations kind of across the board seem to be down. Just curious if because of that, you think about maybe prioritizing additional technology acquisitions given the state of the current market or, is it just gonna be kinda continued opportunism on that front? Thanks. Hey, Steve. Great question. Yeah, we're obviously in a great liquidity position with our cash balance of full book of receivables and then looking into the first quarter, additional expected sales of bebtelovimab into the future for the first couple of quarters. Of course, we aren't calling any sort of revenue number because if there's one thing we've learned in the last couple of years, it's that COVID-19 can be quite volatile. We would point out that there is a possibility that bebtelovimab could be part of a long-term solution towards COVID, but of course, that's in Lilly's hands. We're quite comfortable with that cash balance to continue the investment we have in forward integration in the expansion of the team. If it comes to, as we have done in the past, any opportunities on M&A that fit within the technology stack or fit within the strategy of the company, we will have the cash balance to execute on those. That puts us in a good position to keep our eye out. I might just layer onto that, you know, as mentioned, the big push on the platform is likely gonna be organic. It's the move towards forward integration. I echo everything Andrew said about looking for opportunities, but of course, M&A strategy and in particular as it pertains to technologies needs to be opportunistic. It's really about finding the right fit. We have your next question from Tiago Fauth with Credit Suisse. Your line's open. Hey. Thanks for taking the question. One that we get pretty often is related to programs going into clinic. We understand you guys have limited visibility on that. Given the cumulative number of program starts and several of those a few years back, I was wondering if you have a sense of additional programs perhaps going into clinic throughout 2022. Perhaps. I mean, my follow-up is a little bigger picture than that. Again, you've alluded to that in the prepared remarks. You have executed ahead of expectations, left ahead of where we're beyond most of the operating metrics. That still seems to be overlooked by The Street, right? I think a part of that is the nature of the contracts where you have the back end of the economics. I... I know that's a tough question to answer, but what could perhaps change the perception in light of investors? Is it more about just getting more a bigger portfolio, more diversified portfolio, more programs into clinic? In terms of operational progress, in terms of the stuff that you can actually control, what do you think can actually at some point be perceived more positively by The Street? How do you see that dynamic in light of your current capital position, a few years to execute on that? Thanks. Thanks, Thiago. Carl here. I think there was maybe a couple questions woven together there. If I don't cover both or more, please let me know and I'll address anything I missed. The first question was about, you know, our expectation or visibility on program starts. As you know, we do not have complete information about the status of all the programs that are in the portfolio. It's a large portfolio, and it is in our partners' hands. Of course, when we do know that things are moving forward, we typically are not at liberty to communicate on that. That is a challenge. We have been investing in building up quite a strong alliance management capability within the company that allows us to build relationships and have a better insight and better communication to know where those programs are. We expect to have, you know, more predictability as things move forward. You know, we are investing in the forward integration, and a big part of that is that we will then be intimately involved, in fact, controlling and driving the advancement of programs further along the pipeline, ultimately all the way to IND. That, of course, is being done because we believe the integration of our front end with the back end can make a dramatic change to the speed at which we can get there. It also has the advantage that we are in control and have good visibility to where those all are. Now, we expect that when we do that, we will be doing that, you know, full suite of work for programs where we have a deeper participation. Those are things that are going to be most meaningful for AbCellera. Of course, that's out in the future. I'll maybe just add one more thing that, you know, as mentioned in my prepared remarks, given that we have added, you know, increasingly more programs year over year, and given that the terms are getting better and better, the general trend that we expect is that we're going to see an increasing frequency or rate of programs entering the clinic, and that those programs will become more and more meaningful for AbCellera as that matures. I think that is the thing ultimately that is going to be best received. The other proxies are, of course, the repeat business, the validation in the market. I think also importantly, our ability to start to bring some of our own science forward for you to see so that people get an understanding not only of the performance of the technology in COVID, which has attracted a lot of attention, but how it's also opening up all these other areas. That's going to be, you know, a bit of a conversation over the next little while, but it's one that we're excited to have. Perfect. I think you've covered it all. I appreciate it. You bet. We have your next question from Gary Nachman with BMO Capital Markets. Your line's open. Hi, guys. Good afternoon. Carl, what does the pipeline look like for these higher value partnerships that you're looking at? Do those take longer to materialize in general? I'm curious, like, what the cadence for these might be, if you're being more selective with partnerships now going forward to, you know, generate more value. And then also, how much more work needs to be done on this forward integration? You said it's somewhere down the road in the future, but I'm curious, I mean, is this like one-two years away, three-five years away? And how much do you need to invest behind that? You know, just talk about some of the things that you're thinking about doing or in the process of doing in order to get there. Thank you. Thanks, Gary. First, maybe a comment on the business development pipeline. You know, at any given time, we have conversations ongoing with tens of companies. As you know, this includes, you know, some very, very large vertically integrated biopharma, sort of, so the top 10 names that you would recognize and also some more innovative companies. That is, you know, that's always the state of things. We have been selective in partnerships. We had, you know, multiple examples last year where we decided to back away from opportunities. We've also had examples, particularly in the last part of 2021, where there was demand for multi-year contracts with larger numbers of program slots than we ultimately were willing to commit to. That dynamic has already happened. This year, you know, we're excited about the business development pipeline. We've made really big strides in recruiting that function, bringing in originally Neil Berkley as the Chief Business Officer and then now having expanded that to a bigger team. You have to give that time to mature. Of course, you know, closing a deal is not something that is very predictable. It depends very much upon the negotiation and exactly what is the complexity of that particular transaction. Your other question was on the forward integration. On that front, I would think of it not as something that is either, you know, done or not done, but rather a continuous evolution towards having the full capabilities to take something right from an email that tells us what is the target and what is the specification of a drug right through to the IND filing. This year, what is coming online is the translational science part. This goes from the final leads and start to generate the data, the biological data that supports the IND package. We're working on two or three programs already right now in on that front. The longer-term objective includes the CMC capability and the GMP manufacturing. Andrew mentioned that we recently purchased land for the GMP facility. This is a greenfield project that needs to be built. We are still anticipating that we'll have that up and running by 2024. Of course, we'll be looking to start to line up the projects that will go into that ahead of time. It's not too early to start thinking about that function as part of business development. Gary, just to add to that, you also asked. I just wanted to remind you that we do have a participation from the government of Canada in order to fund those endeavors. You asked about the expense of it. The government of Canada is contributing about $125 million towards our efforts of building out the building, the equipment, the facilities, and the teams, processes, and getting those up and running in that time frame that Carl mentioned. Yes. Thanks for reminding us about that. I guess also, like, just with all the cash that you're generating from both the mAb antibodies, are you able to accelerate this process, Carl, that you were just talking about? You know, are there, I don't know, third parties maybe that you could bring in-house that have more of these capabilities? You know, just maybe we can have more of an appreciation of deploying that capital that you're generating from the COVID antibodies to then push this whole business model to the next level. Great question, Gary. We are looking at you know several options for how we could put that capital to work. Always keeping an eye on the long term and the need to make sure we stay in a strong liquidity position, particularly given where the markets are today. If things you know continue the way that they look, and if bebtelovimab has an impact as big as we think that it might, you know it opens up new options. I probably shouldn't say you know much more beyond that. In terms of accelerating the forward integration project, there are definitely things that we can do. I think one of the biggest things is starting to accelerate the hiring, particularly in the translational science and the CMC side. There is a timeline associated with construction and certification of the facilities that I don't see a big opportunity to really move by deployment of capital. One of the things I will highlight here is that when we thought about this, you know, the option was always on the table to go and buy a group that was already doing manufacturing. We elected not to do that, because we do believe that it is absolutely mission-critical that this be right next to the facility and that there's seamless integration between the front-end discovery, the translational science, right through to the manufacturing. It's through that integration that we believe we can get some major speed advances. In drug development, if you can get a leg up in speed, that is very valuable, and it's something that touches every program. It's an ambitious goal, but it's one. You have to build it from scratch, you have to build it right. We've decided that, you know, in the interest of long-term value, it's something that we need to do organically. That's currently how we see it, Gary. We have your next question from Puneet Souda with SVB Leerink. Your line is open. Yeah. Hi, Carl. Andrew, thanks for taking the questions. So maybe just a clarification. I know you're emphasizing program starts here, but on the contract add, just wanna make sure there was only one contract added in the quarter, if that's correct. You know, in past you have had sort of the mid-teens type of a number of contract adds. Just thinking about that for 2022, I know you're emphasizing program starts, but you know, how should we think about contract adds in 2022? Should we have anything in that sort of line? Just asking that because ultimately, you know, it is about probabilities of success. You know, getting the programs into the funnel is important. Just wanna get sort of a high level of context on that and I have a follow-up. Sure. First I can confirm that in Q4, we closed a single deal that included a single target that is with a midcap biotech company, and we're not at liberty to say much more beyond that, except that it's a program that we view as being potentially of high value. Of course, there's risk associated with all these things. In terms of you know the addition of programs under contract, maybe what I would turn to is you know what are we actually trying to do at the company? There's two things we're doing. One is we're investing in platform capabilities to make sure that we extend and double down on our competitive position there. The place where we play is between the identification of a target right through ultimately to the filing of an IND, a big effort right now on moving forward there. The second thing that we're doing is we're using that capability to build a portfolio of stakes in programs, and we are, you know, not dogmatic about the way in which we're looking to build that portfolio. We have done, you know, the traditional deals that I talked about today. We've done different types of deals. What is most important is that we maximize probably the success, our stake in that program, and make sure that we're always also keeping an eye on it being diversified appropriately. At this point, given the work that we have lined up, you know, it's not really material in my mind whether we add additional programs under contract in the next quarter or not, though we do believe the business development pipeline is strong, and we expect to do that. What's most important is when you actually start the work, because that is when they start to contribute to the portfolio. At this point, we've got no concerns whatsoever that we have the opportunities to continue to have a pace of program starts and to deploy those program starts on the most important programs is our number one priority now. Got it. And then, on the selective process that you talked about, with high value programs, I just wanna understand a bit. I mean, given your experience with the COVID antibodies and also, you know, a number of other projects, at this point in time, I mean, how do you know, overall parse out these, sort of these opportunities? Do you look at the royalty percentage as a big factor in deciding that or is it the indication or is it where the scientific team's strength is or any other set of sort of metrics that you parse through in order to decide whether this is, you know, high value program fit for AbCellera versus not? Thank you on that. Yeah. So, as mentioned in my prepared remarks, I think that one should not look at adding value to the portfolio along a single dimension. It very much depends, of course, on volume. You want to add more programs. You also want those programs to be with the highest quality partners on opportunities in terms of the target and the commercial opportunity that we judge to be most attractive. Then of course, it matters what is our economic participation in those programs. That is a combination of what value do we bring to the partner and what are their alternatives and what is the nature of the negotiation. The business development team looks at every opportunity, and we assess those in terms of what we believe is the total value added to the portfolio. That includes work that's done by the scientific diligence teams. It includes our scientific teams. It includes the negotiations. It includes the commercial analysis. It's very much like being an investor from that perspective. Okay, super. Thanks, Chris. We have your last question from Antonia Borovina with Bloomberg. Your line's open. Good afternoon. Thanks for taking my question. Just another follow-up regarding your forward integration work. I'm just wondering, do you expect you'll have, after that work is done, some room to raise your typical royalty rate, or do you think that 5% is kind of the maximum limit that the market will bear given the competitive environment? Then I have a follow-up as well. Yeah. First of all, you know, 5% is absolutely not the limit. We have in fact done, you know, a quarter of our deals that are north of 5% in recent times. There, there's a range, and it depends on the nature of the interaction and how much work we're doing, how much value we're bringing. You know, we are focused on bringing more and more value to therapeutic antibody discovery and development. That is why we're making the investments in forward integration. It's also why we're making investments in the platform generally, while adding, you know, new technologies such as the OrthoMab platform or humanized rodents and some of the other technologies that we are either building organically or that we have acquired. If we connect with the right partner that has, you know, a great idea, the innovation, we can take our capabilities with theirs, and we've made the pie bigger. That allows us to create value through that partnership. The discussion is how best to split that so that both parties come away enriched from the engagement and can better meet their goals. If we are doing the work that goes all the way from discovery right through to carrying a lot of load into an IND filing, we would of course expect to have a much deeper participation than if we're doing the discovery and handing off candidates or leads, as some of our early work has done. We expect that that forward integration will be used primarily with programs where we have a much deeper participation than is our typical deals. That is in part because we're doing more work and also, of course, because we believe with technology we can make that much faster and give that program a competitive advantage. Okay, thanks. Just given the current downturn in the public markets and then that potentially spilling over into the private markets, do you think that'll have a meaningful impact on your ability to attract new partners, either positively or negatively? I think that's a great question. I could probably make arguments that went both ways. I think our initial interactions have shown that it's perhaps more of an opportunity than a headwind. One of the reasons I say that, particularly for private companies, is when you are you know starting out and you're looking at a path where you need to build capabilities it is much more capital efficient in terms of cash to work with AbCellera. You save yourself a lot of time, a lot of runway, and the investment that it would otherwise take to put that in place. Of course, you know, we can, you know, help them in that way accelerate those programs, and in doing that, have created value for them and take a deeper position in those programs, that of course is paid out primarily on success. Because we build a portfolio, we're able to look at those transactions in a rational way, whereas a smaller company really needs to preserve cash early on in its lifetime, and even more so when the markets get more difficult, which may well, you know, transfer from what's happened in the public markets into the private markets. Great. Thanks. I'm showing no further questions at this time. I would now like to turn the conference back to Dr. Carl Hansen, Chairman, CEO and President, for any closing remarks. Thanks. Just would like to thank everyone for joining us today. We had a terrific year. It's been a very exciting time for AbCellera, and we're looking forward to keeping you updated on our future progress on future calls. Thanks so much. Ladies and gentlemen, this concludes today's conference call. Thank you for your participation. You may now disconnect.