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Ginkgo Bioworks Holdings Inc

For the period ended Dec 31, 2024. Filed Feb 25, 2025.

View on SEC.gov

About this filing

A company's yearly report to the SEC, with audited financial statements. It is the fullest account a company gives of its business, its finances and the risks it sees.

FY2024 · Filed Feb 25, 2025

DNA$11.29+13.4%Stored close · as of Nov 6, 2026

What changed in Management’s Discussion and Analysis?

Read the current filing

Previous report: 10-K

Period ended 2023-12-31; filed 2024-02-29.

0001628280-24-008052

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

Current report: 10-K

Period ended 2024-12-31; filed 2025-02-25.

0001628280-25-007819

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The baseline is this issuer’s latest earlier reporting period of the same form that was filed before the current report. A previous 10-Q is a different quarter, not a year-over-year comparison. Amendments are excluded.

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Added paragraphs (63)

Current report

Ginkgo sells services in two business segments: cell engineering, where we provide biological research and development (“R&D”) services for our customers across a range of industries, and biosecurity, where we provide services to government and commercial customers so they can work to identify, monitor, prevent, mitigate, and ultimately protect humanity from biological threats.

Current report

Ginkgo does not make end products; instead, we offer biological R&D services on our platform to enable our customers to bring their products to market. Historically, Ginkgo’s primary service offering has been end-to-end cell engineering R&D services (solutions). In 2024, Ginkgo expanded its service offering to also include services that provide our customers cell engineering tools for biological R&D, which are intended to provide more targeted and bespoke resources to customers that continue to conduct in-house R&D.

Current report

Compounding and mutually reinforcing improvements of our laboratory automation and software infrastructure—our Foundry—and our reusable data assets—our Codebase—enable us to improve our services with each successive project.

Current report

•Our Foundry is a flexible capability for large scale data generation; it powers generative artificial intelligence (“AI”) and machine learning (“ML”) tools that enable more successful biological R&D. We now offer services providing such data generation, AI and automation tools directly to Ginkgo customers.

Current report

•Our Codebase is a data asset comprising best practices for cell engineering, along with sequences and host cells that have been honed through dozens of programs and can be directly reusable for our end-to-end cell engineering solutions.

Current report

We charge customers fees for the services we provide in our cell engineering tools offerings. Typically, these fees are structured as a fixed fee for a fixed scope of work. Fees for our Datapoints services are typically earned over a shorter period of time (weeks to months) than for end-to-end cell engineering solutions which may be multi-year programs. Fees for our automation solutions are typically earned over a period that covers design, build, and deployment and range from six to twelve months. In addition, we offer support services with fixed fees covering the support periods.

Current report

Our primary biosecurity customers are governments. We currently provide biosecurity services via two core offerings as introduced in early 2024:

Current report

•Canopy, which helps our customers generate high value genomic data from strategically positioned nodes (like airports and border checkpoints) via end-to-end biomonitoring programs; and

Current report

•Horizon, our digital surveillance, analytics and insights platform that detects and monitors biothreats worldwide.

Current report

Our recent strategic business and asset acquisitions are described in detail in Note 4 of our audited consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

Current report

In the past, we reported New Programs, Current Active Programs and Cumulative Programs as our key business metrics. We have undertaken a strategic review of these metrics, including in light of our new service offerings and our restructuring plan announced and commenced in the second quarter of 2024, and, beginning with the three months ending December 31, 2024, we no longer rely on New Programs, Current Active Programs and Cumulative Programs as key business metrics. We may in the future report on key business metrics, which metrics may change or be substituted for additional or different metrics as our business develops.

Current report

Beginning in the second quarter of 2024, we announced changes to the commercial terms applicable to some new customer contracts, including revised intellectual property terms more favorable to customers and, in many cases, the removal of downstream value share from certain program types.

Current report

In the third quarter of 2024, we launched several new cell engineering tools offerings, including Datapoints, an AI model API, and lab automation solutions. Datapoints' data generation products provide large, biological datasets for customers to train their AI models, synthesizing and testing the output of customer existing models, and generating datasets for lead selection, hit selection, or a variety of other data science applications. Our model API provides users with access to both publicly available models and Ginkgo’s own protein sequence LLM trained on Ginkgo’s proprietary datasets. Our lab automation solutions combine modular hardware, control software and managed support to provide customers the ability to automate their own lab workflows in house.

Current report

There has been no material impact on our revenue recognition policies to date from the announced changes in our new commercial terms and Cell Engineering offerings.

Current report

Cost of other revenue consists of costs related to our Cell Engineering tools offerings, including Datapoints and lab automation solutions. Such costs primarily include hardware, software, materials and labor.

Current report

•costs incurred to deliver our end-to-end cell engineering solutions offering to customers; and

Current report

In the second quarter of 2024, we fully impaired the goodwill attributable to our Cell Engineering reporting unit. Refer to further discussion within “Critical Accounting Estimates”.

Current report

Restructuring charges are related to our restructuring plan, which was announced and commenced in the second quarter of 2024. These charges primarily include severance and other employee termination costs from a reduction in force that commenced in June 2024, as well as the impairment of a right-of-use asset due to the subleasing of a facility as part of real estate consolidation. Reductions in force are expected to be substantially completed in 2025, subject to compliance with applicable laws. While we aim to complete the majority of our facility consolidation actions in 2025, the actual timing may vary, especially for subleasing unused or underutilized facilities, which may extend beyond 2025 or may not occur prior to termination of such lease, depending on market conditions. Additionally, restructuring expenses related to potential asset impairments or contract amendments or terminations for any facilities no longer in use or underutilized could be material.

Current report

Additional details are included in Note 3, Restructuring, of our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

Current report

Loss on deconsolidation of subsidiaries pertains to the deconsolidation of our former foreign subsidiary Altar SAS (“Altar”) in 2024 as a result of a sale and the deconsolidation of our former subsidiary Zymergen Inc. (“Zymergen”) in 2023.

Current report

(1)The following table presents the allocation of stock-based compensation expense, inclusive of employer payroll taxes. Stock-based compensation expense during the year ended December 31, 2024 was partially offset by a $12.6 million expense reversal resulting from the forfeiture of RSUs related to our restructuring plan. Of the total reversal, $9.2 million was recorded to research and development expenses and $3.4 million was recorded to general and administrative expenses.

Current report

Cell Engineering revenue was $174.0 million in 2024, compared to $143.5 million in 2023, an increase of $30.4 million. The increase was primarily due to the recognition of $45.4 million in non-cash revenue from the release of a deferred revenue balance associated with the terminated Motif FoodWorks, Inc. (“Motif”) contract in 2024 (see Note 16 of our audited consolidated financial statements included elsewhere in this Annual Report on Form 10-K) and an increase in revenue related to programs with large enterprise customers primarily in the pharmaceutical, biotechnology and U.S. government (healthcare and defense) industries, partially offset by decreases in revenue related to programs with early stage customers in the pharmaceutical, biotechnology and industrial biotechnology (food and nutrition, industrial and environmental, and consumer and technology) industries.

Current report

Biosecurity revenue was $53.1 million in 2024, compared to $107.9 million in 2023, a decrease of $54.9 million. This total decrease consisted of a $25.9 million decline in service revenue and a $28.9 million decline in product revenue.

Current report

The decrease in Biosecurity revenue is primarily due to the end of our COVID-19 testing in schools in 2023, partially offset by new expanded offerings of biomonitoring and bioinformatics support services in 2023 and 2024.

Current report

Since the end of the COVID-19 public health emergency in May 2023, we shifted our Biosecurity business focus to developing scalable biosecurity infrastructure and delivering global surveillance programs and analytics services. Biosecurity revenue in 2024 was comprised of our expanded offerings of biomonitoring and bioinformatics support services. Through our partnerships, we operate programs for collections, testing, sequencing, and insights delivery on pathogen samples in different countries.

Current report

Cost of Biosecurity service and product revenue was $38.5 million in 2024, compared to $54.0 million in 2023, a decrease of $15.5 million. This decrease was primarily due to the end of our COVID-19 testing in schools in 2023, partially offset by growth in our expanded offerings of biomonitoring and bioinformatics support services following the transition of our Biosecurity business to developing scalable biosecurity infrastructure and delivering global surveillance programs and analytics services.

Current report

Cost of other revenue was $6.0 million in 2024 and zero in 2023. These costs relate to our new Cell Engineering customer offerings, Datapoints and lab automation solutions, which were launched in 2024. Costs related to our end-to-end cell engineering solutions offering are included in research and development expenses.

Current report

Our research and development expenses principally relate to the development of new offerings and the operation, expansion and enhancement of our existing service offerings utilizing our proprietary platform, which includes our Foundry and Codebase assets, to our cell engineering customers. Research personnel costs, including stock-based compensation, is our largest expense, aggregating to $184.9 million and $304.3 million for the years ended December 31, 2024 and 2023, respectively. We also acquired and expensed in-process research and development primarily through the issuance of our equity, aggregating to $19.8 million and $9.6 million for the years ended December 31, 2024 and 2023, respectively. Our remaining research and development costs are comprised primarily of rent and related facilities costs, information technology costs, depreciation pertaining to facilities and equipment, laboratory consumables, contract services and routine costs and fees.

Current report

Research and development expenses were $424.1 million in 2024, compared to $580.6 million in 2023, a decrease of $156.6 million. This decrease was primarily due to a reduction in stock-based compensation expense of $87.5 million (inclusive of employer payroll taxes) and research and development expenses of $50.5 million from the deconsolidation of Zymergen. Additionally, there were decreases in personnel-related compensation and benefits expense of $14.6 million, professional fees of $14.2 million, lab equipment impairment of $12.3 million, temporary labor and contractors of $3.1 million, allocated overhead expenses of $6.9 million from R&D to G&A, and other operating expenses of $8.6 million, primarily due to our restructuring plan announced and commenced in the second quarter of 2024. These decreases were partially offset by an increase in rent and related facilities costs of $19.4 million, acquired in-process research and development costs of $11.5 million, software and technology expense of $6.1 million, and depreciation of $4.2 million. Increases in research and development expenses supported the growth of cell engineering capabilities prior to the commencement of our restructuring plan.

Current report

General and administrative expenses were $246.2 million in 2024, compared to $385.0 million in 2023, a decrease of $138.9 million. This decrease was primarily due to a reduction of $72.8 million in general and administrative expenses from the deconsolidation of Zymergen. Excluding this impact, the decrease was largely attributable to our restructuring plan announced and commenced in the second quarter of 2024, which resulted in reductions in professional fees of $49.1 million (including a $17.6 million decrease in litigation costs), stock-based compensation expense of $26.6 million (inclusive of employer payroll taxes), temporary labor and contractor fees of $7.5 million, the change in fair value of contingent consideration liabilities resulting from acquisitions of $6.0 million, and other operating expenses of $2.2 million. These decreases were partially offset by an increase in personnel-related compensation and benefits expense of $10.1 million, rent and related facilities costs of $9.4 million from a new facility lease that commenced in 2024, and the impairment of construction in progress assets of $5.8 million.

Current report

In 2023, we recognized an impairment loss of $96.2 million related to a right-of-use asset and the associated leasehold improvements for an exited Zymergen leased facility. During 2023, Zymergen permanently ceased use of and vacated the leased space, which triggered an impairment analysis and resulted in a write-down of the carrying value of the assets to their estimated fair value.

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Removed paragraphs (83)

Previous report

Ginkgo is the leading horizontal platform for cell programming, providing flexible, end-to-end services that solve challenges for organizations across diverse markets, from food and agriculture to pharmaceuticals to industrial and specialty chemicals. Ginkgo’s Biosecurity business is building a global infrastructure for biosecurity to empower governments, communities, and public health leaders to prevent, detect and respond to a wide variety of biological threats.

Previous report

We use our platform to program cells on behalf of our customers. These “cell programs” are designed to enable biological production of products as diverse as novel therapeutics, key food ingredients, and chemicals currently derived from petroleum. Biology did not evolve by end market. All of these applications run on cells which have a common code—DNA—and a common programming platform can enable all of them. Because of this shared platform, we are able to drive scale and learning efficiencies while maintaining flexibility and diversity in our program areas. Ultimately, customers come to us because they believe we maximize the probability of successfully developing their products.

Previous report

The foundation of our cell programming platform includes two core assets that execute a wide variety of cell programs for customers according to their specifications: our Foundry and our Codebase.

Previous report

•Our Foundry is a highly automated, yet flexible, lab powered by proprietary automation and software to enable flexibility and scale. The Foundry automates lab workflows at high levels of abstraction, enabling users to generate potentially valuable datasets labeling broad genetic sequence design space with a wide range of functional data through modular design-build-test-learn cycles or campaigns. Our scale economic means that the Foundry’s capacity to perform more and more diverse campaigns grows while the cost per campaign decreases. We call this scaling factor Knight’s Law.

Previous report

•Our Codebase is a data asset which accumulates as we operate our Foundry in service of customer projects. Our Codebase includes vast amounts of data at different levels of characterization and usability in engineering projects, including: proprietary libraries of genetic sequence data that can be used for pretraining large language models via unsupervised learning, experimental data for fine tuning task-specific generative artificial intelligence (“AI”) models, as well as sequences and optimized host cells that can be directly reusable for different applications of cell engineering.

Previous report

As the platform scales, we have observed a virtuous cycle between our Foundry, our Codebase, and the value we deliver to customers. We believe this virtuous cycle sustains Ginkgo’s growth and differentiated value proposition.

Previous report

•Foundry: As we take on more work in the Foundry, we benefit from scale economics, which over time may lead to lower program costs. We expect that these lower costs, in turn, will drive additional demand for our cell programming capabilities.

Previous report

•Codebase: Cell programs also generate Codebase, which can drive better experimental direction and improve the odds of technical success, further increasing our customer value proposition, which we believe will result in additional demand.

Previous report

Put simply: we believe that as we scale, the platform improves. We believe that this in turn yields better program execution and customer outcomes, ultimately driving more demand, which drives further investments in scale and platform improvements, and so on. We believe this positive feedback loop has the potential to drive compounding value creation in the future, as new programs typically contribute to both near-term revenues and have the potential to add significant downstream economics and more positive impact.

Previous report

Our biosecurity offering includes biomonitoring and bioinformatic support services internationally as well as domestically. We are currently offering biomonitoring and bioinformatic support services domestically through our partnership with the Centers for Disease Control and Prevention (“CDC”) and XpresCheck, and internationally such as through our international programs, including those in Qatar, Rwanda and Ukraine.

Previous report

•Cell Engineering: Consists of research and development (“R&D”) services performed under collaboration and license agreements relating to our cell programming platform. Our cell programming platform includes two core assets: the Foundry, highly efficient biology lab facilities, enabled by investment in proprietary workflows, custom software, robotic automation, and data science and analytics, which is paired with our Codebase, a collection of biological “parts” and a database of biological data used to program cells. The Cell Engineering segment includes costs incurred for the development, operation, expansion and enhancement of the Foundry and Codebase. Cell Engineering revenue is derived from service fees and downstream value share in the form of milestone payments, royalties or equity interests.

Previous report

•Biosecurity: Consists of our end-to-end biomonitoring and bioinformatic support services primarily provided to public health authorities. Biosecurity revenue is derived from fees for data, analytics, and services. Before the fourth quarter of 2023, Biosecurity revenue was also derived from sales of test kits.

Previous report

Founded in 2018, Motif FoodWorks, Inc. (“Motif”) was formed to focus on the application of synthetic biology to reduce the reliance on animal products in the food industry. We entered into an intellectual property contribution agreement that granted Motif rights to our intellectual property, subject to mutually agreed upon technical development plans. In return for our contribution of intellectual property and access to our platform, we received shares of common stock in Motif. The initial fair value of our common stock investment in Motif was $65.1 million which has subsequently been reduced to a carrying value of zero as a result of the allocation of losses under our accounting for equity method investments. Motif was capitalized through Series A preferred stock financings that raised approximately $119 million in gross proceeds from an investor group which included certain of our investors, Louis Dreyfus Company and Fonterra Co-operative Group Limited. In June 2021, Motif raised an additional $226 million through a Series B preferred stock financing. Ginkgo also entered into a Technical Development Agreement with Motif under which we provide R&D services in return for cash consideration on a fixed-fee or cost-plus fixed margin basis.

Previous report

Founded in 2019, Allonnia, LLC (“Allonnia”) was formed to focus on the application of synthetic biology in the waste bioremediation and biorecovery industries. We entered into an intellectual property contribution agreement that granted Allonnia rights to our intellectual property, subject to mutually agreed upon technical development plans. In return for our contribution of intellectual property and access to our platform, we received common units in Allonnia with a right to additional units subject to additional closings of Allonnia’s Series A preferred units. The initial fair value of our common units received in Allonnia was $24.5 million, subsequently increased by $12.7 million in 2021, all of which has been reduced to a carrying value of zero as a result of the allocation of losses under our accounting for equity method investments. Allonnia was capitalized through Series A preferred unit financings that raised approximately $52 million in gross proceeds from an investor group which included certain of our investors and Battelle Memorial Institute. In 2023, Allonnia raised an additional $30 million through a Series A extension. Ginkgo also entered into a Technical Development Agreement with Allonnia under which we provide R&D services in return for cash consideration on a fixed fee or cost-plus basis.

Previous report

Founded in 2021, Arcaea, LLC (“Arcaea”) was formed to focus on the application of synthetic biology in the beauty and personal care products industry. In March 2021, we entered into an intellectual property contribution agreement that granted Arcaea rights to our intellectual property, subject to mutually agreed upon technical development plans. In return for our contribution of intellectual property and access to our platform, we received common units in Arcaea with a right to additional units subject to additional closings of Arcaea’s Series A preferred units. The initial fair value of our common units received in Arcaea was $11.9 million which has subsequently been reduced to a carrying value of zero as a result of the allocation of losses under our accounting for equity method investments. Arcaea was capitalized through a Series A preferred unit financing that raised approximately $77 million in gross proceeds from an investor group which included certain of our investors, CHANEL and Givaudan. Upon the closing of the Series A preferred unit financing in July 2021, we received an additional 5.2 million common units in Arcaea. The fair value of our Arcaea common units received in July 2021 of $35.5 million has subsequently been reduced to a carrying value of zero as a result of the allocation of losses under our accounting for equity method investments. Ginkgo also entered into a Technical Development Agreement with Arcaea under which we provide R&D services in return for cash consideration on a fixed fee or cost-plus basis.

Previous report

Founded in September 2021, Ayana Bio, LLC (“Ayana”) was formed to identify and design new bioactive compounds for use as complementary medicine to support human health and wellness. Ayana was capitalized through a Series A funding that raised $30 million in gross proceeds from an investor group comprising certain of our investors. We hold an interest in

Previous report

9.0 million common units (representing 100% of common units at inception) of Ayana and have also provided Ayana with certain licenses to our intellectual property for use in the development or production of products that we have agreed to research and develop under technical development plans. Prior to the third quarter of 2022, we consolidated Ayana as a variable interest entity. In the third quarter of 2022, we deconsolidated Ayana and began accounting for our retained investment in Ayana as an equity method investment. The initial carrying value of the equity method investment in Ayana was equal to the fair value of our retained interest of $16.0 million as of the deconsolidation date which has been subsequently reduced to a carrying value of zero due to a basis difference associated with in-process research and development identified as part of the initial accounting for the equity method investment. Ginkgo also entered into a Technical Development Agreement with Ayana under which we provide R&D services in return for cash consideration on a fixed fee or cost-plus basis.

Previous report

Founded in September 2021, Verb Biotics, LLC (“Verb”) was formed to identify and design new strains of probiotic bacteria with advanced properties for human nutrition, health, and wellness. Verb was capitalized through a Series A funding that raised $30 million in gross proceeds from an investor group comprising certain of our investors. We hold an interest in 9.0 million common units (representing 100% of common units at inception) of Verb and have also provided Verb with certain licenses to our intellectual property for use in the development or production of products that we have agreed to research and develop under technical development plans. Prior to the first quarter of 2022, we consolidated Verb as a variable interest entity. In the first quarter of 2022, we deconsolidated Verb and began accounting for our retained investment in Verb as an equity method investment. The initial carrying value of the equity method investment in Verb was equal to the fair value of our retained interest of $15.9 million as of the deconsolidation date which has been subsequently reduced to a carrying value of zero due to a basis difference associated with in-process research and development identified as part of the initial accounting for the equity method investment. Ginkgo also entered into a Technical Development Agreement with Verb under which we provide R&D services in return for cash consideration on a fixed fee or cost-plus basis.

Previous report

Founded in April 2022, BiomEdit, LLC (“BiomEdit”) was formed to discover, design and develop novel probiotics, microbiome derived bioactives and engineered microbial medicines in the animal health industry. BiomEdit was capitalized through a Series A preferred unit financing that raised approximately $32.5 million in gross proceeds from an investor group which included one of our investors. In April 2022, we entered into an intellectual property contribution agreement that granted BiomEdit rights to our intellectual property, subject to mutually agreed upon technical development plans and, in return, we received 3.9 million voting common units in BiomEdit. In addition, Elanco Animal Health also contributed intellectual property in exchange for 3.9 million non-voting common units in BiomEdit. The initial fair value of our common units received in BiomEdit was $8.9 million, subsequently increased by $1.1 million in the first quarter of 2023, all of which has been reduced to a carrying value of zero as a result of the allocation of losses under our accounting for equity method investments. Ginkgo also entered into a Technical Development Agreement with BiomEdit under which we provide R&D services in return for cash consideration on a fixed fee or cost-plus basis.

Previous report

Genomatica, Inc. (“Genomatica”) is a biotechnology company specializing in the development and manufacturing of intermediate and specialty chemicals from both sugar and alternative feedstocks. In 2016 and 2018, we acquired preferred stock in Genomatica with an aggregate investment value of $55.0 million in exchange for cash and committed R&D services. The carrying value of the investment has been reduced to $11.9 million as of December 31, 2023, reflective of impairment losses recognized through that date.

Previous report

Synlogic, Inc. (“Synlogic”) is a publicly traded clinical-stage biopharmaceutical company focused on advancing drug discovery and development for synthetic biology-derived medicines. In 2019, we entered into several agreements with Synlogic whereby we purchased Synlogic common stock and warrants to purchase Synlogic common stock and agreed to provide R&D services to Synlogic. At inception, the fair value of Synlogic common stock and warrants was recorded at $35.8 million and $14.4 million, respectively. As of December 31, 2023, the fair value of Synlogic common stock and warrants was $1.6 million and $0.7 million, respectively. On February 8, 2024, Synlogic announced its decision to

Previous report

cease operations and evaluate strategic options for the company.

Previous report

A cell program (or “program”) is the work we do for our customers to enable their product(s) of interest. Programs are defined by a technical development plan or objective. We generally exclude proof-of-concept projects and other exploratory work undertaken on a customer’s behalf from the program count. In the near-term, programs typically deliver multi-year revenue from service fees. Over the long-term, program growth drives a physical infrastructure scale economic through our Foundry, a data and learning scale economic through our Codebase and accumulation of potential downstream value share. Our key business metrics comprise New Programs, Current Active Programs, and Cumulative Programs.

Previous report

New Programs represent the number of unique programs commenced within the reporting period. As new programs typically have multi-year durations, we view this metric as an indication of future Cell Engineering revenue growth.

Previous report

Current Active Programs represent the number of unique programs for which we performed R&D services in the reporting period. We view this metric as an indication of current period and future Cell Engineering revenue.

Previous report

Cumulative Programs represent the cumulative number of unique programs Ginkgo has commenced. We view this metric as an indication of our competitive advantage and as a leading indicator of the mid- to long-term potential economic value derived from downstream value share arrangements. The cumulative number of programs also contributes to Codebase, which accumulates with each additional program we conduct over time and drives better experimental direction and improves the odds of technical success in current and future programs.

Previous report

We believe the preceding metrics are important to understand our current business. These metrics may change or be substituted for additional or different metrics as our business develops. For example, as our program mix changes, our data gathering abilities expand or our understanding of key business drivers develops, we anticipate updating these metrics or their definitions to reflect such changes.

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Previous wording

Our cell programming business model mirrors the structure of our platform and we are compensated in two primary ways. First, we charge usage fees for services, in much the same way that cloud computing companies charge usage fees for utilization of computing capacity or contract research organizations charge for services. Additionally, we negotiate a value share with our customers (typically in the form of royalties, milestones, and/or equity interests) in order to align our economics with the success of the programs enabled by our platform. As we add new programs, our portfolio of programs with this “downstream” value potential grows.

Current wording

Our end-to-end cell engineering solutions are typically scoped and delivered as a program ranging in duration from several months to several years. A typical deliverable for the program would comprise an engineered strain or cell line and an associated bioprocess. For each of these programs, we generate economic value in two primary ways. First, we charge usage fees for services, in much the same way that cloud computing companies charge usage fees for utilization of computing capacity or contract research organizations charge for services. Additionally, we have historically negotiated a value share with our customers (in the form of royalties, milestones, and/or equity interests) in order to align our economics with the success of the programs enabled by our platform. Commencing in the second quarter of 2024, we announced changes in prospective commercial terms, including the removal of downstream value share from certain program types.

Previous wording

With a mission to make biology easier to engineer, we have always recognized the need to invest in biosecurity as a key component of our platform. We are building the future bioeconomy with our customers and partners, and we envision the future of biosecurity as a global immune system equipped with the capabilities to prevent, detect, and respond to biological threats. The first, critical step in realizing this future is to build a robust early warning system for biological threats—this is the primary focus of Ginkgo’s Biosecurity business.

Current wording

With a mission to make biology easier to engineer, we have always recognized the need to invest in biosecurity as a key component of our platform. We are building the future bioeconomy with our customers and partners, and we envision the future of biosecurity as a global immune system equipped with the capabilities to rapidly and reliably identify, monitor, prevent, and mitigate biological threats. The first, critical step in realizing this future is to build a robust early warning system for biological threats—this is the primary focus of Ginkgo’s Biosecurity business.

Previous wording

Our cell programming platform is a key enabling technology and source of intellectual property for our customers’ products. We earn Cell Engineering revenue for our R&D services as well as through a share of the value of products created using our platform.

Current wording

Our cell engineering platform is a key enabling technology and source of intellectual property for our customers’ products. We earn Cell Engineering revenue for our R&D services as well as generally through a share of the value of products created using our platform.

Previous wording

Platform Ventures enable Ginkgo to partner with leading multinationals and financial investors to form new ventures in identified market segments with potential to benefit from synthetic biology. In exchange for an equity position in the venture, we contribute license rights to our proprietary cell programming technology and intellectual property, while our partners contribute relevant industry expertise, other resources and venture funding. We also provide R&D services for which we receive cash consideration on a fixed-fee or cost-plus basis. Platform Ventures include:

Current wording

Platform Ventures enable Ginkgo to partner with leading multinationals and financial investors to form new ventures in identified market segments with potential to benefit from synthetic biology. In exchange for an equity position in the venture, we contribute license rights to our proprietary cell programming technology and intellectual property, while our partners contribute relevant industry expertise, other resources and venture funding. We also provide R&D services for which we receive cash consideration on a fixed-fee or cost-plus basis.

Previous wording

Structured Partnerships allow Ginkgo to: (i) partner with early stage synthetic biology product companies to adopt our Foundry as their cell programming R&D platform, in which we offer flexible commercial terms on the service fees including the ability to pay a portion or all of such upfront fees in the form of non-cash consideration (convertible financial instruments and/or equity securities), in addition to downstream value share consideration (“Startup Structured Partnership”); and (ii) partner with existing entities with complementary assets for high potential synthetic biology applications in a large-scale, multi-program collaboration (“Legacy Structured Partnership”). In 2023 and 2022, we entered into 6 and 11 Startup Structured Partnerships, respectively, and received prepayments of service fees in the form of equity securities or convertible financial instruments in the amount of $18.9 million and $30.7 million, respectively, that is recognized as revenue over our period of performance. Our Legacy Structured Partnerships are described below:

Current wording

Structured Partnerships allow Ginkgo to: (i) partner with early stage synthetic biology product companies to adopt our Foundry as their cell programming R&D platform, in which we offer flexible commercial terms on the service fees including the ability to pay a portion or all of such upfront fees in the form of non-cash consideration (convertible financial instruments and/or equity securities), in addition to downstream value share consideration (“Startup Structured Partnership”); and (ii) partner with existing entities with complementary assets for high potential synthetic biology applications in a large-scale, multi-program collaboration (“Legacy Structured Partnership”). In 2024, we did not enter into any new Startup Structured Partnerships. In 2023, we entered into six Startup Structured Partnerships and received prepayments of service fees in the form of equity securities or convertible financial instruments in the amount of $18.9 million that is recognized as revenue over our period of performance.

Previous wording

We generate Cell Engineering revenue through the execution of license and collaboration agreements whereby customers obtain license rights to our proprietary technology and intellectual property for use in the development and commercialization of engineered organisms and derived products. Under these agreements, we typically provide R&D services for cell programming with the goal of producing an engineered cell that meets a mutually agreed specification. Our customers obtain license rights to the output of our services, which are primarily the optimized strains or cell lines, in order to manufacture and commercialize products derived from that licensed strain or cell line. Generally, the terms of these agreements provide that we receive some combination of: (1) service fees in the form of (i) upfront payments upon consummation of the agreement or other fixed payments, (ii) reimbursement for costs incurred for R&D services and (iii) milestone payments upon the achievement of specified technical criteria, plus (2) downstream value share payments in the form of (i) milestone payments upon the achievement of specified commercial criteria, (ii) royalties on sales of products from or comprising engineered organisms arising from the collaboration or licensing agreement and (iii) royalties related to cost of goods sold reductions realized by our customers. Royalties did not comprise a material amount of our revenue during any of the periods presented.

Current wording

We generate Cell Engineering revenue primarily through license and collaboration agreements, under which customers obtain rights to our proprietary technology and intellectual property for use in the development and commercialization of engineered organisms and derived products. Under these agreements, we typically provide R&D services for cell programming with the goal of producing an engineered cell that meets a mutually agreed specification. Our customers obtain license rights to the output of our services, which are primarily the optimized strains or cell lines, in order to manufacture and commercialize products derived from that licensed strain or cell line. Generally, the terms of these agreements provide that we receive some combination of: (1) service fees in the form of (i) upfront payments upon consummation of the agreement or other fixed payments, (ii) reimbursement for costs incurred for R&D services and (iii) milestone payments upon the achievement of specified technical criteria, plus (2) downstream value share payments in the form of (i) milestone payments upon the achievement of specified commercial criteria, (ii) royalties on sales of products from or comprising engineered organisms arising from the collaboration or licensing agreement and/or (iii) royalties related to cost of goods sold reductions realized by our customers. Royalties did not comprise a material amount of our revenue during any of the periods presented.

Previous wording

Cell Engineering revenue includes transactions with Platform Ventures and Legacy Structured Partnerships where, as part of these transactions, we received an equity interest in such entities. Specifically related to the Platform Ventures, in these transactions, we received upfront non-cash consideration in the form of common equity interests in these entities, while the Platform Ventures each received cash equity investments from strategic partners and financial investors. We view the upfront non-cash consideration as prepayments for licenses which will be granted in the future as we complete mutually agreed upon technical development plans. In these instances, we also receive cash consideration for the R&D services performed by us on a fixed fee or cost-plus basis. We are not compensated through additional milestone or royalty payments under these arrangements. Our transactions with Genomatica and Synlogic included the purchase of equity securities and the provision of R&D services. As we perform R&D services under the mutually agreed upon development plans, we recognize a reduction in the prefunded obligation on a cost-plus basis. These arrangements are further described in Notes 5,6,16 and 20 of our audited consolidated financial statements included elsewhere in this Annual Report on Form 10-K.

Current wording

Cell Engineering revenue includes transactions with Platform Ventures and Legacy Structured Partnerships where, as part of these transactions, we received an equity interest in such entities. Specifically related to the Platform Ventures, in these transactions, we received upfront non-cash consideration in the form of common equity interests in these entities, while the Platform Ventures each received cash equity investments from strategic partners and financial investors. We view the upfront non-cash consideration as prepayments for licenses which will be granted in the future as we complete mutually agreed upon technical development plans. In these instances, we also receive cash consideration for the R&D services performed by us on a fixed fee or cost-plus basis. We are not compensated through additional milestone or royalty payments under these arrangements. Our transactions with Genomatica and Synlogic included the purchase of equity securities and the provision of R&D services. As we perform R&D services under the mutually agreed upon development plans, we recognize a reduction in the prefunded obligation on a cost-plus basis. These arrangements are further described in Notes 6,7,16 and 20 of our audited consolidated financial statements included elsewhere in this Annual Report on Form 10-K.Cell Engineering revenue also includes transactions with Startup Structured Partnerships where, as part of these transactions, we received upfront non-cash consideration in the form of current equity interests or financial instruments that are convertible into equity upon a triggering event. We issued the customer a prepaid Cell Engineering services credit in exchange for the upfront non-cash consideration, which can and has been drawn down as payment for R&D services performed under mutually agreed upon development plans.

Previous wording

We offer biomonitoring and bioinformatic support services internationally as well as domestically. We are currently offering biomonitoring and bioinformatic support services domestically through our partnerships with the CDC and XpresCheck, and internationally through our international programs, including those in Qatar, Rwanda and Ukraine. We are also engaged in a series of smaller partnerships that generate revenues through biosecurity services and R&D.

Current wording

We offer biosecurity services through our two core offerings: Canopy and Horizon. We are currently offering biomonitoring and bioinformatics support services domestically through our partnerships with the CDC and XpresCheck, and internationally through our international programs, including those in Qatar and Ukraine. We are also engaged in a series of smaller partnerships that generate revenues through biosecurity services and R&D.

Previous wording

We generate service revenue through the sale of our end-to-end biomonitoring and bioinformatic support services. These service offerings generally consist of multiple promised goods and services including, but not limited to, sample collection, sample storage and transportation, outsourced laboratory analysis, access to results reported through a web-based portal, analytical reporting of results, and overall program management. Before the fourth quarter of 2023, we generated product revenue by selling lateral flow assay (“LFA”) diagnostic test kits, polymerase chain reaction (“PCR”) sample collection kits, and pooled test kits associated with COVID-19 tests to customers on a standalone basis.

Current wording

We generate service revenue through the sale of our end-to-end biomonitoring and bioinformatics support services. These service offerings generally consist of goods and services including, but not limited to, sample collection, sample storage and transportation, outsourced laboratory analysis, access to results reported through a web-based portal, analytical reporting of results, and overall program management. Prior to 2024, we generated product revenue by selling lateral flow assay (“LFA”) diagnostic test kits, polymerase chain reaction (“PCR”) sample collection kits, and pooled test kits associated with COVID-19 tests to customers on a standalone basis.

Previous wording

In general, these agreements stipulate that we are entitled to compensation for service revenue as services are performed and for product revenue upon delivery of diagnostic test kits. The timing of revenue recognition depends on the identified performance obligations but is generally recognized ratably over time or as results are reported to the customer.

Current wording

In general, these agreements stipulate that we are entitled to compensation for service revenue as services are performed, and for product revenue, prior to 2024, upon delivery of diagnostic test kits. The timing of revenue recognition depends on the identified performance obligations but is generally recognized over time or as results are reported to the customer.

Previous wording

The cost of Biosecurity service revenue consists of costs related to our end-to-end pathogen testing, sequencing, and analysis services. This includes costs incurred for sample collection equipment and materials, outsourced laboratory analysis, access to results reported through our proprietary web-based portal, and reporting of results to public authorities.

Current wording

The cost of Biosecurity service revenue consists of costs related to our biomonitoring and bioinformatics support services. This includes costs incurred for sample collection equipment and materials, outsourced laboratory analysis, access to results reported through our proprietary web-based portal, and reporting of results to government and non-government customers. Additionally, the cost of Biosecurity service revenue includes direct labor cost associated with bioinformatics, lab network management, delivery logistics, and customer support.

Previous wording

Before the fourth quarter of 2023, cost of Biosecurity product revenue consisted of costs associated with the sale of diagnostic and sample collection test kits, which included costs incurred to purchase test kits from third parties.

Current wording

Prior to 2024, the cost of Biosecurity product revenue consisted of costs associated with the sale of diagnostic and sample collection test kits, which included costs incurred to purchase test kits from third parties.

Previous wording

•development, operation, expansion and enhancement of our Foundry and Codebase; and

Current wording

•development, operation, expansion and enhancement of our Foundry and Codebase;

Previous wording

•rent, facilities, depreciation, software, professional fees and other direct and allocated overhead expenses.

Current wording

•rent, facilities, depreciation, software, professional fees and other direct and allocated overhead expenses; and

Previous wording

We expense R&D costs as incurred. As we grow our active programs and customer base and invest in our Foundry and Codebase through organic and inorganic growth initiatives, we anticipate that our R&D expenses will continue to increase. The nature, timing, and estimated costs required to support our growth will be dependent on advances in technology, our ability to attract new customers and the rate of market penetration within our existing customer industries.

Current wording

We expense R&D expenses as incurred. We experienced lower R&D costs in 2024 compared to 2023 primarily due to our restructuring plan announced and commenced in the second quarter of 2024 as we rationalize our current development programs and prioritize our investments in our Foundry, Codebase, AI and new offerings. We expect that our R&D expenses will either remain consistent or decline in 2025 as compared to 2024, reflecting the stabilization of our operational overhead and the impact of our restructuring actions. However, our R&D expenses could increase in 2025 due to employee incentive programs offered or additional costs and expenses arising from these restructuring actions. The nature, timing, and estimated costs required to support our growth will be dependent on advances in technology, our ability to attract new customers, and the rate of market penetration within our existing customer industries.

Previous wording

We anticipate that our G&A expenses attributable to organic business activities will either remain consistent or decline in 2024 as compared to 2023, reflecting a stabilization in our operational overhead. Conversely, we intend to maintain a strategic and opportunistic approach regarding inorganic G&A expenses arising from mergers, acquisitions, and other non-organic growth initiatives. We will capitalize on beneficial opportunities as they arise to enhance shareholder value and support our long-term growth objectives.

Current wording

We experienced lower G&A costs in 2024 compared to 2023 primarily due to our restructuring plan announced and commenced in the second quarter of 2024, as we began reducing our operational overhead. We expect that our G&A expenses will either remain consistent or decline in 2025 as compared to 2024, reflecting the stabilization of our operational overhead and the impact of our restructuring actions. However, our G&A expenses could increase in 2025 due to employee incentive programs offered or additional costs and expenses arising from these restructuring actions. Conversely, we intend to maintain a strategic and opportunistic approach regarding inorganic G&A expenses arising from mergers, acquisitions, and other inorganic growth initiatives.

Previous wording

Impairment of lease assets relates to impairment losses recognized on a right-of-use asset and the related leasehold improvements associated with a Zymergen facility that we exited in the third quarter of 2023.

Current wording

Impairment of lease assets relates to impairment losses recognized on a right-of-use asset and the related leasehold improvements associated with exited leased facilities.

Previous wording

Change in fair value of warrant liabilities includes the change in fair value of private placement warrants (“Private Placement Warrants”) and publicly traded warrants (“Public Warrants”), which are classified as liabilities and were assumed as part of the SRNG Business Combination. Warrant liabilities are marked to market at each balance sheet date.

Current wording

The change in fair value of warrant liabilities reflects adjustments to the fair value of private placement warrants (“Private Placement Warrants”) and warrants formerly publicly traded on the NYSE (“Public Warrants”). These warrants, classified as liabilities, were assumed as part of our merger with Soaring Eagle Acquisition Corp. (“SRNG”) on September 16, 2021, and were initially issued in connection with SRNG’s initial public offering. Warrant liabilities are remeasured at fair value at each balance sheet date and have substantially no value as of December 31, 2024.

Previous wording

Other income (expense), net primarily consists of sublease rent income, changes in fair value of notes receivable that we elected to account for under the fair value option and loss on disposal of equipment.

Current wording

Other income, net primarily consists of sublease rent income and changes in fair value of notes receivable that we elected to account for under the fair value option.

Previous wording

Income taxes are recorded in accordance with ASC 740, Income Taxes(“ASC 740”), which provides for deferred taxes using an asset and liability approach. We recognize deferred tax assets and liabilities for the expected future tax consequences of events that have been included in our audited consolidated financial statements or tax returns. Deferred tax assets and liabilities are determined based on the difference between the financial statement and tax bases of assets and liabilities using enacted tax rates in effect for the year in which the differences are expected to reverse. A valuation allowance against deferred tax assets is recorded if, based on the weight of the available evidence, it is more likely than not that some or all the deferred tax assets will not be realized. For all periods presented, we have recorded a valuation allowance against the deferred tax assets that are not expected to be realized.

Current wording

Income taxes are recorded in accordance with ASC 740, Income Taxes, which provides for deferred taxes using an asset and liability approach. We recognize deferred tax assets and liabilities for the expected future tax consequences of events that have been included in our audited consolidated financial statements or tax returns. Deferred tax assets and liabilities are determined based on the difference between the financial statement and tax bases of assets and liabilities using enacted tax rates in effect for the year in which the differences are expected to reverse. A valuation allowance against deferred tax assets is recorded if, based on the weight of the available evidence, it is more likely than not that some or all the deferred tax assets will not be realized. For all periods presented, we have recorded a valuation allowance against the deferred tax assets that are not expected to be realized.

Previous wording

As of December 31, 2023, we had federal net operating loss carryforwards of approximately $1.0 billion, of which $139.2 million will begin to expire in 2029 and $884.1 million can be carried forward indefinitely. As of December 31, 2023, we had state net operating loss carryforwards of approximately $998.2 million, of which $869.2 million will begin to expire in 2030 and $129.0 million can be carried forward indefinitely. As of December 31, 2023, we had foreign net operating losses of approximately $1.7 million, which can be carried forward indefinitely. As of December 31, 2023, we had federal research and development tax credit carryforwards of approximately $40.4 million, which will begin to expire in 2029. As of December 31, 2023, we also had state research and development and investment tax credit carryforwards of approximately $30.1 million, which will begin to expire in 2030.

Current wording

As of December 31, 2024, we had federal net operating loss carryforwards of approximately $1.2 billion, of which $139.2 million will begin to expire in 2029 and $1.1 billion can be carried forward indefinitely. As of December 31, 2024, we had state net operating loss carryforwards of approximately $1.2 billion, of which $991.7 million will begin to expire in 2030 and $162.3 million can be carried forward indefinitely. As of December 31, 2024, we had federal research and development tax credit carryforwards of approximately $37.7 million, which will begin to expire in 2029. As of December 31, 2024, we also had state research and development and investment tax credit carryforwards of approximately $30.2 million, which will begin to expire in 2030.

Previous wording

Income taxes are determined at the applicable tax rates adjusted for non-deductible expenses, R&D tax credits and other permanent differences. Our income tax provision may be significantly affected by changes to our estimates.

Current wording

Income taxes are determined at the applicable tax rates adjusted for non-deductible expenses, R&D tax credits and other permanent differences. Our income tax provision may be affected by changes to our estimates.

Previous wording

As discussed above in Components of Results of Operations, Cell Engineering revenue comprises both cash and non-cash consideration. Cell Engineering revenue recognized relating to non-cash consideration decreased from $75.8 million in 2022 to $48.5 million in 2023 primarily due to downstream value share milestone payments received in the form of equity securities in 2022.

Current wording

As discussed above in Components of Results of Operations, Cell Engineering revenue comprises both cash and non-cash consideration. Cell Engineering revenue recognized relating to non-cash consideration increased from $48.5 million in 2023 to $61.4 million in 2024. The increase was primarily due to the recognition of $45.4 million in non-cash revenue from the release of the deferred revenue balance associated with the terminated Motif contract in 2024, partially offset by lower non-cash revenue from other customers.

Previous wording

Under the HLBV method, we absorb losses as a common unit holder prior to preferred unit holders due to a substantive profit-sharing agreement where the preferred unit holders receive preferential distribution rights. Because we have no commitment to fund the losses of our equity method investees, no further losses on these investments were recognized during the periods presented.

Current wording

Loss on equity method investments was zero in 2024, compared to $2.6 million in 2023. The 2023 loss represented our share of losses from certain equity method investees resulting from the application of the HLBV method. Under the HLBV method, as a common unit holder, we absorb losses before preferred unit holders due to a substantive profit-sharing agreement that grants preferred unit holders preferential distribution rights. Since we have no obligation to fund the losses of our equity method investees beyond our initial investment, no additional losses were recognized in 2024, as the investments had already been reduced to zero prior to that year.

Previous wording

In 2023, we recorded a $42.5 million loss on our deconsolidation of Zymergen following Zymergen's bankruptcy filing in October 2023. In 2022, we recorded a $31.9 million gain on our deconsolidation of Verb and Ayana equal to the fair value of our retained interest in each entity measured as of the deconsolidation date.

Current wording

In 2023, we recorded a $42.5 million loss on the deconsolidation of Zymergen following Zymergen's bankruptcy filing in October 2023.

Previous wording

The gain on the change in fair value of warrant liabilities decreased $119.8 million in 2023 compared to 2022. The change in fair value of warrant liabilities is primarily driven by changes in the value of our common stock. Increases or decreases in the value of our common stock results in a loss or gain, respectively, on the change in fair value of warrant liabilities.

Current wording

The change in fair value of warrant liabilities was a gain of $5.7 million in 2024, compared to a gain of $5.2 million in 2023, an increase of $0.5 million. The change in fair value of warrant liabilities is primarily driven by fluctuations in the value of our common stock. Increases or decreases in the value of our common stock result in a loss or gain, respectively, in the fair value of warrant liabilities. There was substantially no value related to these warrant liabilities as of December 31, 2024.

Previous wording

We define Adjusted EBITDA as EBITDA adjusted for stock-based compensation expense, gain or loss on equity method investments, gain or loss on investments, change in fair value of warrant liabilities, gain or loss on deconsolidation of subsidiaries, transaction and integration costs associated with planned, completed or terminated mergers and acquisitions, including related litigation costs, acquired in-process research and development expenses, impairment charges, costs associated with the Zymergen Bankruptcy, and other income and expenses. We believe that the use of EBITDA and Adjusted EBITDA provides an additional tool for investors to use in evaluating ongoing operating results and trends because it eliminates the effect of financing activities, investing activities, and certain non-cash charges and other items that are not related to our core operating performance or affect comparability period over period.

Current wording

Bankruptcy”), and certain other income and expenses. We believe that the use of EBITDA and Adjusted EBITDA provides an additional tool for investors to use in evaluating ongoing operating results and trends because it eliminates the effect of financing activities, investing activities, and certain non-cash charges and other items that are not related to our core operating performance or affect comparability period over period.

Previous wording

(1)For the years ended December 31, 2023 and 2022, includes $5.0 million and $10.3 million, respectively, in related employer payroll taxes.

Current wording

(2)For the years ended December 31, 2024 and 2023, includes $3.0 million and $5.0 million, respectively, in related employer payroll taxes.

Previous wording

(2)For the year ended December 31, 2023, includes $25.2 million impairment loss on lab equipment and $96.2 million impairment loss on a right-of-use asset and the related leasehold improvements associated with an exited Zymergen leased facility.

Current wording

(3)For 2024, includes $47.9 million related to goodwill impairment and $5.8 million related to lab equipment. For 2023, includes a $25.2 million impairment loss on lab equipment and a $96.2 million impairment loss on lease assets associated with an exited Zymergen leased facility.

Previous wording

(3)Represents transaction and integration costs directly related to mergers and acquisitions, including: (i) due diligence, legal, consulting and accounting fees associated with acquisitions, (ii) post-acquisition employee retention bonuses and severance payments, (iii) the fair value adjustments to contingent consideration liabilities resulting from acquisitions, (iv) acquired intangible assets expensed as in-process research and development, and (v) costs associated with the Zymergen Bankruptcy, as well as securities litigation costs, net of insurance recovery.

Current wording

(5)Represents transaction and integration costs directly related to mergers and acquisitions, including: (i) due diligence, legal, consulting and accounting fees associated with acquisitions, (ii) post-acquisition employee retention bonuses and severance payments, (iii) the fair value adjustments to contingent consideration liabilities resulting from acquisitions, and (iv) costs associated with the Zymergen Bankruptcy, as well as securities litigation costs, net of insurance recovery. Not included in this adjustment are acquired in-process research and development expenses, which totaled $19.8 million and $9.6 million for the years ended December 31, 2024 and 2023, respectively.

Previous wording

Upon the closing of the SRNG Business Combination in September 2021, we received net proceeds totaling approximately $1,509.6 million, inclusive of $760.0 million from investments from certain accredited investors for 76 million shares of our Class A common stock at a price of $10.00 per share. As of December 31, 2023, we had cash and cash equivalents of $944.1 million which we believe will be sufficient to enable us to fund our projected operations through at least the next 12 months from the date of filing of this Annual Report on Form 10-K.

Current wording

Upon the closing of our merger with SRNG in September 2021, we received net proceeds totaling approximately $1.5 billion, inclusive of $760.0 million from investments from certain accredited investors for 1.9 million shares of our Class A common stock. As of December 31, 2024, we had cash and cash equivalents of $561.6 million, which we believe will be sufficient to enable us to fund our projected operations through at least the next 12 months from the date of filing of this Annual Report on Form 10-K.

Previous wording

•upgrade and expand our operational, financial and management systems and support our operations;

Current wording

•upgrade, expand or adapt our operational, financial and management systems and support our operations;

Previous wording

•acquire and integrate companies, assets or intellectual property that advance our company objectives; and

Current wording

•potentially acquire and integrate companies, assets or intellectual property that advance our company objectives;

Previous wording

•maintain, expand, and protect our intellectual property.

Current wording

•maintain, expand, and protect our intellectual property; and

Previous wording

We have various noncancelable operating leases for office and laboratory space, with significant leases expiring between 2030 and 2036. As of December 31, 2023, we have minimum rental commitments under noncancellable operating leases of $43.6 million in 2024 and $387.5 million thereafter. See Note 8 to the consolidated financial statements in Part II, Item 8 of this Annual Report on Form 10-K for more information.

Current wording

We have various noncancelable operating leases for office and laboratory space, with significant leases expiring between 2030 and 2036. As of December 31, 2024, we have minimum rental commitments under noncancellable operating leases of $61.2 million in 2025 and $662.5 million thereafter. See Note 9 to the consolidated financial statements in Part II, Item 8 of this Annual Report on Form 10-K for more information.

Previous wording

In August 2023, we entered into a five-year strategic cloud and AI partnership with Google Cloud, which includes minimum annual commitments to purchase cloud hosting services. As of December 31, 2023, the remaining aggregate commitment was $286.1 million, with approximately $14.4 million payable in the next 12 months and $271.7 million thereafter.

Current wording

In August 2023, we entered into a five-year strategic cloud and AI partnership with Google Cloud, which includes minimum annual commitments to purchase cloud hosting services. As of December 31, 2024, the remaining aggregate commitment was $279.3 million, with approximately $44.3 million payable in 2025 and $235.0 million thereafter.

Previous wording

In March 2022, we entered into a four-year noncancelable supply agreement with Twist for the purchase of diverse products including synthetic DNA. Under this agreement, we are obligated to spend a minimum of $58.0 million over the four-year term, with approximately $17.6 million payable in the next 12 months and $23.0 million thereafter.

Current wording

In March 2022, we entered into a four-year noncancelable supply agreement with Twist for the purchase of diverse products including synthetic DNA. Under this agreement, we are obligated to spend a minimum of $58.0 million over the four-year term, with approximately $24.8 million payable in 2025 and $4.8 million thereafter.

Previous wording

Net cash used in operating activities for the year ended December 31, 2022 consisted of net loss of $2.1 billion, adjusted for net change in operating assets and liabilities of $37.0 million and non-cash charges of $1.9 billion. The net change in operating assets and liabilities was primarily due to (i) a decrease in accounts receivable of $55.0 million from increased Biosecurity collections, partially offset by (ii) increase in prepaid expenses and other current assets of $8.5 million primarily due to prepaid insurance for directors and officers, (iii) decrease in accounts payable of $10.8 million due to timing of invoices, (iv) decrease in accrued expenses and other current liabilities of $39.6 million, (v) decrease in deferred revenue of $36.4 million, and (vi) lease incentives received of $13.2 million offset by (vii) $10.8 million decrease in operating lease liabilities from rent payments. Non-cash adjustments primarily consisted of depreciation and amortization of $42.6 million, stock-based compensation expense of $1.9 billion, loss on investments and equity method investments of $97.1 million, non-cash lease expense of $19.1 million associated with operating lease right-of-use assets, partially offset by deferred income tax benefit of $14.6 million related to acquisitions, gain on the change in fair value of warrant liabilities of $125.0 million, non-cash equity consideration of $34.3 million from commercial milestones associated with a customer collaboration arrangement, and $31.9 million gain on the deconsolidation of Verb and Ayana.

Current wording

Net cash used in operating activities for the year ended December 31, 2024 consisted of a net loss of $547.0 million, adjusted for a net decrease in cash due to changes in operating assets and liabilities of $89.7 million and non-cash charges of $317.1 million. The net change in operating assets and liabilities was primarily driven by a $40.4 million decrease in accrued expenses and other current liabilities primarily due to the payment or release of restructuring-related accruals and litigation costs, a $68.6 million decrease in deferred revenue primarily from a one-time release of a deferred revenue balance associated with a terminated customer contract, and a $14.9 million decrease in operating lease liabilities from rent payments, partially offset by a $23.5 million decrease in operating lease right-of-use assets from lease incentives received and a $10.1 million decrease in prepaid expenses and other current assets, primarily driven by the derecognition of an insurance receivable and a reduction in contract renewals resulting from our restructuring actions. Non-cash adjustments primarily consisted of $63.0 million in depreciation and amortization, $112.3 million in stock-based compensation expense, $28.8 million loss on investments, $28.1 million non-cash lease expense, $19.8 million in acquired in-process research and development expense, and $58.5 million in various asset impairment charges.

Previous wording

Net cash used in operating activities for the year ended December 31, 2023 consisted of net loss of $892.9 million, adjusted for net change in operating assets and liabilities of $29.8 million and non-cash charges of $567.5 million. The net change in operating assets and liabilities was primarily due to (i) a $50.1 million decrease in accounts receivable from collections of Biosecurity receivables and the end of COVID-19 testing in schools in the third quarter of 2023, (ii) a $10.5 million decrease in prepaid expenses and other current assets primarily from depletion of inventory coinciding with the reduction of Biosecurity product revenue in the third quarter plus the timing of directors and officers insurance payments in the prior year, (iii) a $9.3 million decrease in operating lease right-of-use assets from lease incentives received, (iv) a $16.9 million increase in accrued expenses and other current liabilities primarily from accrued litigation costs, partially offset by (v) a $35.9 million decrease in deferred revenue and (vi) a $22.8 million decrease in operating lease liabilities from rent payments. Non-cash adjustments primarily consisted of $70.5 million of depreciation and amortization, $229.9 million of stock-based compensation, $57.5 million loss on investments including equity method investments, $9.2 million loss on the change in fair value of contingent consideration liabilities, $28.3 million of non-cash lease expense, $121.4 million in impairments of long-lived assets, and $42.5 million loss on deconsolidation of Zymergen.

Current wording

Net cash used in operating activities for the year ended December 31, 2023 consisted of a net loss of $892.9 million, adjusted for a net increase in cash due to changes in operating assets and liabilities of $29.8 million and non-cash charges of $567.5 million. The net change in operating assets and liabilities was primarily driven by (i) a $50.1 million decrease in accounts receivable from collections of Biosecurity receivables and the end of COVID-19 testing in schools in 2023, (ii) a $10.5 million decrease in prepaid expenses and other current assets primarily from depletion of inventory coinciding with the reduction of Biosecurity product revenue plus the timing of directors and officers insurance payments in the prior year, (iii) a $9.3 million decrease in operating lease right-of-use assets from lease incentives received, (iv) a $16.9 million increase in accrued expenses and other current liabilities primarily from accrued litigation costs, partially offset by (v) a $35.9 million decrease in deferred revenue and (vi) a $22.8 million decrease in operating lease liabilities from rent payments. Non-cash adjustments primarily consisted of $70.5 million of depreciation and amortization, $229.9 million of stock-based compensation, $57.5 million loss on investments including equity method investments, $9.2 million loss on the change in fair value of contingent consideration liabilities, $28.3 million of non-cash lease expense, $121.4 million in impairments of long-lived assets, and $42.5 million loss on deconsolidation of Zymergen.

Previous wording

For certain Cell Engineering revenue agreements, we recognize revenue over the period of performance using a measure of progress based on costs incurred to date relative to total expected costs (i.e., cost-to-cost method). A significant level of judgment is involved in estimating the total expected costs. The amount of revenue recognized in a given period is dependent on the accuracy of our estimates of the cost to complete each project. When estimating total expected costs, we make assumptions and estimates regarding the contracted scope of work, tasks required to complete each project, technical and schedule risks associated with the science, the expected duration of each project, and the total amount of internal and external (i.e., subcontractor) resources required. We evaluate our measure of progress to recognize revenue for these agreements at each reporting date and, as necessary, adjust the measure of progress and related revenue recognition. We also evaluate contract modifications and amendments to determine whether any changes should be accounted for prospectively or on a cumulative catch-up basis.

Current wording

For certain Cell Engineering revenue contracts, we recognize revenue over the period of performance using a measure of progress based on costs incurred to date relative to total expected costs (i.e., cost-to-cost method). A significant level of judgment is involved in estimating the total expected costs. When estimating total expected costs, we make assumptions and estimates regarding the contracted scope of work, tasks required to complete each project, technical and schedule risks associated with the science, the expected duration of each project, and the total amount of internal and external resources required.

Showing the first 40 of 42 pairs. Open the source sections for the rest.

Rearranged current paragraphs (3)

Current report — wording carried from elsewhere

We define Adjusted EBITDA as EBITDA adjusted for stock-based compensation expense, gain or loss on equity method investments, gain or loss on investments, change in fair value of warrant liabilities, gain or loss on deconsolidation of subsidiaries, transaction and integration costs associated with planned, completed or terminated mergers and acquisitions, including related litigation costs, restructuring and impairment charges (inclusive of impairments of goodwill and long-lived assets), costs associated with the bankruptcy filing of our former subsidiary, Zymergen (the “Zymergen

Current report — wording carried from elsewhere

Net cash used in financing activities for the year ended December 31, 2023 primarily consisted of principal payments on finance leases and payments of contingent consideration related to business acquisitions.

Current report — wording carried from elsewhere

We also evaluate contract modifications and amendments to determine whether any changes should be accounted for as a separate contract, prospectively or on a cumulative catch-up basis.
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Previous report — wording carried elsewhere

Cell Engineering revenue also includes transactions with Startup Structured Partnerships where, as part of these transactions, we received upfront non-cash consideration in the form of current equity interests or financial instruments that are convertible into equity upon a triggering event. We grant the customer a prepaid Cell Engineering services credit in exchange for the upfront non-cash consideration, which can be drawn down as payment for R&D services performed under mutually agreed upon development plans.

Previous report — wording carried elsewhere

Additionally, the cost of Biosecurity service revenue includes direct labor cost associated with bioinformatics, lab network management, delivery logistics, and customer support.

Previous report — wording carried elsewhere

The following table reconciles net loss attributable to Ginkgo Bioworks Holdings, Inc. stockholders to EBITDA and Adjusted EBITDA for the years ended December 31, 2023 and 2022, respectively: