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Ginkgo Bioworks Launches Ginkgo Datapoints to Transform AI Model Training in Biology

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BOSTON, Sept. 18, 2024 /PRNewswire/ — Today, Ginkgo Bioworks (NYSE: DNA), which is building the leading platform for cell programming and biosecurity, proudly announces the launch of Ginkgo Datapoints to usher in the next era of biotechnology by making the training of AI models easier and more efficient. Ginkgo Datapoints is specialized in generating large, high-quality biological datasets with a fast turnaround time and at a competitive price per datapoint with a streamlined deal structure. Ginkgo Datapoints will launch with several data generation products this Fall including protein characterization and functional genomics.

The Functional Genomics product, the flagship offering under Ginkgo Datapoints, available now, delivers large-scale perturbation datasets that power our partners’ AI models of cell and disease biology for use in target identification and validation and drug discovery. Ginkgo Datapoints addresses some of the most significant challenges in the industry for AI model training: data availability, quality, and uniformity.

Jason Kelly, CEO of Ginkgo Bioworks: “The launch of Ginkgo Datapoints marks a significant step forward in our mission to make biology easier to engineer. With Ginkgo Datapoints, we’re passing on our economies of scale to our customers by generating large, high-quality datasets for our customers at a price per dataset that makes training biological foundation models feasible. Ginkgo Datapoints is more than just a service—it’s a commitment to driving innovation and accelerating the development of new therapies and solutions across the biotech industry.”

John Androsavich, General Manager of Ginkgo Datapoints: “There’s a burgeoning market of drug and product developers who want to take advantage of AI, and their models are ravenous for data. With Ginkgo Datapoints, we’re answering the call for how to generate the data this new era of life sciences needs. We’re focusing Ginkgo’s massive infrastructure to do biological data generation at AI scale, allowing our Datapoints customers to make bold bets in model training that will meaningfully impact drug discovery for target ID or fields like antibody therapeutics. Our goal is to eliminate the data bottlenecks slowing down AI-driven advancements in biology, and I’m excited about the team and technologies we’ve assembled for it.”

Ginkgo Datapoints products are the next evolution of Ginkgo’s previously launched Lab Data-as-a-Service offerings. These products will offer key features that are of critical importance to customers building AI for biology, ranging from biopharmas to techbio to big tech companies. Ginkgo Datapoints’ Functional Genomics product is designed for:

Flexibility and Customizability: Customers provide their sequences or library inputs and choose the dataset design that’s right for them, selecting from a number of ready-to-go product parameters. Variables include dataset size, cell lines or primary cells of choice, assay readouts, and data format and labeling preferences. Customers can also consult with Ginkgo’s AI experts to receive design recommendations for their application, customized to whether the datasets will be used to train foundation models or task-specific models, to validate existing models, or pursue another outcome such as hit discovery.Scalability and Speed: Leveraging Ginkgo’s state-of-the-art automation and backend data management infrastructure, Ginkgo Datapoints can routinely deliver millions of data points by screening customer libraries to generate rich, high quality, neatly-compiled high throughput transcriptome, cell painting, or other omics profiling data in as little as three weeks.Data Quality and Cost Efficiency: Due to the scale economies of Ginkgo’s highly automated lab, Ginkgo Datapoints can offer volume discounts as datasets grow in size, making it feasible to feed data-hungry AI models.Attractive Deal Terms: Customers own the data generated by Ginkgo Datapoints, acquiring it through fee-for-service pricing.

Ginkgo Datapoints embodies Ginkgo’s mission of making biology easier to engineer by unlocking the full potential of AI in biology. By generating the data that the industry needs, Ginkgo Datapoints is poised to be a vital resource for researchers and companies leveraging AI and machine learning for drug discovery and beyond.

Unlock AI. Unlock Biology. Learn more about Ginkgo Datapoints and how we can accelerate your AI efforts with our cutting-edge data services here.

About Ginkgo Bioworks

Ginkgo Bioworks 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 Biosecurity is building and deploying the next-generation infrastructure and technologies that global leaders need to predict, detect, and respond to a wide variety of biological threats. For more information, visit ginkgobioworks.com and ginkgobiosecurity.com, read our blog, or follow us on social media channels such as X (@Ginkgo and @Ginkgo_Biosec), Instagram (@GinkgoBioworks), Threads (@GinkgoBioworks), or LinkedIn.

GINKGO BIOWORKS INVESTOR CONTACT:
investors@ginkgobioworks.com

GINKGO BIOWORKS MEDIA CONTACT:
press@ginkgobioworks.com

Forward-Looking Statements of Ginkgo Bioworks

This press release contains certain forward-looking statements within the meaning of the federal securities laws, including statements regarding the capabilities and potential success of Ginkgo Datapoints and Ginkgo’s cell programming platform. These forward-looking statements generally are identified by the words “believe,” “can,” “project,” “potential,” “expect,” “anticipate,” “estimate,” “intend,” “strategy,” “future,” “opportunity,” “plan,” “may,” “should,” “will,” “would,” “will be,” “will continue,” “will likely result,” and similar expressions. Forward-looking statements are predictions, projections and other statements about future events that are based on current expectations and assumptions and, as a result, are subject to risks and uncertainties. Many factors could cause actual future events to differ materially from the forward-looking statements in this press release, including but not limited to: (i) volatility in the price of Ginkgo’s securities due to a variety of factors, including changes in the competitive and highly regulated industries in which Ginkgo operates and plans to operate, variations in performance across competitors, and changes in laws and regulations affecting Ginkgo’s business, (ii) the ability to implement business plans, forecasts, and other expectations, and to identify and realize additional business opportunities, (iii) the risk of downturns in demand for products using synthetic biology, (iv) the uncertainty regarding the demand for passive monitoring programs and biosecurity services, (v) changes to the biosecurity industry, including due to advancements in technology, emerging competition and evolution in industry demands, standards and regulations, (vi) the outcome of any pending or potential legal proceedings against Ginkgo, (vii) our ability to realize the expected benefits from and the success of our Foundry platform programs, (viii) our ability to successfully develop engineered cells, bioprocesses, data packages or other deliverables, and (ix) the product development or commercialization success of our customers. The foregoing list of factors is not exhaustive. You should carefully consider the foregoing factors and the other risks and uncertainties described in the “Risk Factors” section of Ginkgo’s annual report on Form 10-K filed with the U.S. Securities and Exchange Commission (the “SEC”) on February 29, 2024, Ginkgo’s most recent quarterly report on Form 10-Q, and other documents filed by Ginkgo from time to time with the SEC. These filings identify and address other important risks and uncertainties that could cause actual events and results to differ materially from those contained in the forward-looking statements. Forward-looking statements speak only as of the date they are made. Readers are cautioned not to put undue reliance on forward-looking statements, and Ginkgo assumes no obligation and does not intend to update or revise these forward-looking statements, whether as a result of new information, future events, or otherwise. Ginkgo does not give any assurance that it will achieve its expectations.

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SOURCE Ginkgo Bioworks

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Solid Joins Snowflake and Industry Leaders to Advance Open Standards for AI-Ready Semantic Context

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The Open Semantic Interchange (OSI) creates a universal semantic framework that enables AI agents, analytics platforms, and data systems to share trusted business context across the modern data ecosystem.

NEW YORK, July 13, 2026 /PRNewswire/ — Solid today announced it is joining the Open Semantic Interchange (OSI), an open source initiative that creates a universal specification for all companies to standardize their fragmented data definitions with an open, vendor-neutral semantic model specification. OSI aims to enhance interoperability across various tools and platforms, offering enterprises a vendor-neutral specification that provides consistent metrics and definitions across dashboards, notebooks, and machine learning models.

OSI is an open source initiative led by Snowflake, the AI Data Cloud company, and ecosystem partners across multiple domains and industries including business intelligence (BI), data governance, data engineering, AI, financial services, and manufacturing. Its goal is to create a common, vendor-agnostic specification that defines semantic metadata in a standard, open format. By facilitating seamless semantic metadata exchange, the initiative will accelerate the adoption of AI and BI tools to streamline operations and reduce complexity. This in turn allows organizations to unify their data definitions, leading to more comprehensive and accurate data analysis and data product sharing to fuel AI innovation.

By joining the Open Semantic Interchange, Solid is committed to the creation of a universal standard that simplifies data operations and accelerates innovation for the broader ecosystem,” said Yoni Leitersdorf, CEO & Co-Founder, Solid. “Our participation ensures that semantic context can automatically move seamlessly across AI agents, data warehouses, BI tools, and analytics platforms – enabling organizations to build reliable AI systems on top of a shared, interoperable understanding of their business, without vendor lock-in.”

As a member of OSI, Solid is helping to build a transparent and community-driven standard for semantic model sharing, ensuring that business metrics and definitions remain consistent and interoperable.

“Unlocking the full potential of data and AI requires a common foundation, and the Open Semantic Interchange is the critical step in building that bedrock,” said Josh Klahr, Director of Analytics Product Management at Snowflake. “Our collaboration with partners like Solid establishes a unified, vendor-neutral standard for semantic data, ensuring clarity and consistency across the entire ecosystem. This initiative is essential for simplifying data operations, fostering innovation, and preparing organizations to build the next generation of AI applications.”

OSI is poised to revolutionize interoperability within the data and AI ecosystem by providing a transparent, community-driven standard. This collaborative effort simplifies data operations, unlocks new possibilities for innovation, and gives organizations the flexibility and efficiency they need to build a future-ready data infrastructure.

To learn more about the Open Semantic Interchange visit Snowflake’s blog here.

About Solid

Solid is the AI-native context layer for enterprise AI, automatically creating, evaluating, and maintaining the semantic context AI agents need to understand and act on business data reliably. Unlike legacy semantic layers built for dashboards and manual modeling, Solid continuously benchmarks accuracy, detects data changes, and keeps AI systems aligned as the business evolves. The result is faster deployment of trusted AI agents, workflows, and analytics across any data warehouse or AI platform.

To learn more about Solid, visit getsolid.ai

Media Contact: Blair Bader, blairb@getsolid.ai

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SOURCE Solid Data, Inc

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Orbis Marks 30 Years of Advancing Eye Health in Vietnam Through Long-Term Partnership and Training

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Flying Eye Hospital project in Da Nang, supported by FedEx, advances locally led eye care and expands access across Central Vietnam and the Central Highlands.

DA NANG, Vietnam, July 24, 2026 /PRNewswire/ — Global eye care nonprofit Orbis International is marking three decades of collaboration with Vietnam’s eye health community, a long-term partnership that has helped build local expertise, strengthen institutions, expand access to care, and support Vietnam’s growing leadership in eye health across the Asia-Pacific region.

The arrival of the Orbis Flying Eye Hospital in Da Nang represents the next chapter in that partnership. At the invitation of Da Nang Eye Hospital and with approval from the People’s Committee of Da Nang City, and support from Da Nang Department of Health, and other relevant departments and local authorities, the project will serve as a platform for hands-on training, innovation, and knowledge exchange. Through clinical training and mentorship across key specialties, the project will help approximately 230 eye care professionals build skills that will benefit communities for years to come, while supporting access to specialized services for nearly 9 million people in Central Vietnam and the Central Highlands.

Cybersight, Orbis’s telemedicine and e-learning platform, is an integral part of every Flying Eye Hospital project—connecting in-person training with continuous learning before and after the aircraft is on site. Through Cybersight, participants can prepare in advance, consult with global experts, access ongoing education, and continue building skills long after the project concludes, extending the impact of the Flying Eye Hospital far beyond the aircraft itself.

“This project is not a standalone intervention; it is the latest chapter in a long-term partnership to advance Vietnam’s eye health system,” said Ngoc Pham, Orbis Vietnam Country Director. “The most important outcome is not what Orbis has done in Vietnam, but what Vietnamese institutions and eye care professionals now lead themselves. Our role at Orbis is increasingly to support, convene, innovate, and accelerate that local leadership so progress continues long after the Flying Eye Hospital departs.”

“Around the world, Orbis is focused on creating lasting change by investing in people, institutions, technology, and local leadership,” said Kathleen Sherwin, President and CEO of Orbis International. “The Flying Eye Hospital is one part of that larger model—bringing intensive, hands-on training together with tools like Cybersight, artificial intelligence (AI), and research so local teams can continue improving care long after a project ends. Vietnam shows what is possible when long-term partnership helps proven solutions take root and scale.”

Building on decades of progress, Vietnam is emerging as a regional leader in eye health, with particular strengths in pediatric care, diabetic retinopathy, retinopathy of prematurity, workforce development, and technology-enabled care. Its growing experience in AI-supported screening, implementation, research, and evidence generation can help inform eye health progress across the Asia-Pacific region.

FedEx, a long-time supporter of Orbis, and a title sponsor for this Flying Eye Hospital project in Vietnam, donated the MD-10 aircraft that serves as the Flying Eye Hospital and continues to provide essential logistical, financial, and operational support. Volunteer pilots from FedEx fly the aircraft to its destinations around the globe. FedEx is represented on the Orbis International Board of Directors.

“At FedEx, we believe that connecting people goes beyond delivering packages – it is about creating opportunities and helping communities thrive,” said Ee-Hui Tan, managing director of FedEx Vietnam and Cambodia. “We are proud to support the return of the Orbis Flying Eye Hospital to Vietnam. Together with Orbis, we are investing in the knowledge and skills of healthcare professionals, helping strengthen Vietnam’s eye care system so more patients can access quality care closer to home.”

Underscoring Orbis’s commitment to high-quality training and patient care, QUAD A, a nonprofit accreditation organization, works with Orbis to ensure that the Flying Eye Hospital meets rigorous standards that prioritize patient safety.

Over the past 30 years, Orbis has supported the training of more than 40,000 eye care professionals and helped expand access to care for millions of people across Vietnam. Today, Vietnamese institutions and professionals are increasingly leading innovation and delivering high-quality care independently, demonstrating the impact of sustained investment in local capacity, technology, and systems change.

Looking ahead, Orbis will continue working with partners across Vietnam to scale proven solutions through workforce development, technology, Cybersight, AI-supported screening, research, and stronger health systems—so that more people can receive quality eye care closer to home.

Orbis in Vietnam

Since beginning work in Vietnam in 1996, Orbis has worked alongside government partners, hospitals, and training institutions to expand access to quality eye care and build sustainable local capacity. Cumulative impact includes:

More than 40,000 eye care professionals trained.More than 5.2 million people reached with eye care services.More than 139,000 sight-saving surgeries supported.17 retinopathy of prematurity centers supported.12 vision centers strengthened to bring care closer to communities.National clinical guidelines supported across priority eye health areas.Cybersight and AI-supported screening deployed to expand training, consultation, and early detection.

This work has supported national clinical guidelines, stronger referral pathways, improved treatment outcomes, and new models of care in areas including retinopathy of prematurity, pediatric eye care, school eye health, cataract, diabetic retinopathy, and glaucoma.

As the partnership continues, Orbis and its partners are focused on scaling proven solutions through workforce development, technology, Cybersight, AI, research, and stronger health systems—so that everyone can access quality eye care closer to home.

About Orbis International

Orbis International works around the world to prevent blindness and restore sight for children and adults in places where eye care is out of reach—so vision problems don’t make it harder to learn, earn a living, or enjoy life. Around 1.1 billion people live with vision loss, but with the right care, 90% of it is completely avoidable. That is why Orbis trains doctors, nurses, and other eye care professionals to provide care in their own communities—and works to make sure people of all ages can access the eye exams, glasses, medicine, and surgeries they need to protect and restore their sight. Orbis began this work more than 40 years ago with the Flying Eye Hospital, a teaching hospital on a plane that brings expert training and care where they’re needed most. Today, we also work with local hospitals and clinics across Africa, Asia, and Latin America to make eye care available to more people, and we use and develop technology—like our award-winning Cybersight e-learning and telehealth platform, artificial intelligence screening, and virtual reality training—to help eye care teams treat patients more effectively. Orbis ranks in the top 3% of U.S. charities, having earned top marks for transparency and accountability from Charity Navigator, GuideStar, and the Better Business Bureau. To learn more, please visit orbis.org

About FedEx Corp.

FedEx Corp. provides customers and businesses worldwide with a broad portfolio of transportation, e-commerce, and business services. With annual revenue of $92 billion, the company offers integrated business solutions utilizing its flexible, efficient, and intelligent global network. Consistently ranked among the world’s most admired and trusted employers, FedEx inspires its more than 500,000 employees to remain focused on safety, the highest ethical and professional standards, and the needs of their customers and communities. FedEx is committed to connecting people and possibilities around the world responsibly and resourcefully, with a goal to achieve carbon-neutral operations by 2040. To learn more, please visit fedex.com/about.

Media Contacts

Orbis Vietnam
Nhung Nguyen
Communications Officer
Nhung.nguyen@orbis.org
+84 0904562983

Orbis International
Jenna Montgomery
Interim Lead, Global Communications and Marketing
Jenna.montgomery@orbis.org

FedEx
Heather Harshbarger
Communications Advisor
+1 901-690-9869

 

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In HelloNation, Property Management Expert Karen Nolan Explains What Property Managers Do for Landlords

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The article outlines how property management services support landlords through tenant screening, maintenance, and lease enforcement.

MENIFEE, Calif., July 24, 2026 /PRNewswire/ — What do property managers actually do for landlords in Menifee, CA? HelloNation has published an article that provides clear answers and practical insight into the full scope of property management services.

 

The HelloNation article explains that a property manager handles far more than rent collection. Property management services begin with marketing vacancies and attracting qualified renters in Menifee, CA. The article explains how tenant screening plays a central role in protecting landlords by carefully evaluating applicants and reducing the risk of future issues.

According to the article, tenant screening helps ensure that each tenant meets financial and behavioral expectations. This step supports stable occupancy and reduces turnover, which is critical for any landlord managing property in Menifee, CA. Property Management Experts note that consistent tenant screening also helps maintain the long-term value of rental properties.

Once tenants are placed, the article outlines how a property manager becomes the main point of contact. Property management services include responding to tenant concerns, handling communication, and enforcing leases. By managing these responsibilities, the property manager allows the landlord to avoid direct disputes and maintain professional distance.

The article emphasizes that lease enforcement is essential to protecting both the property and the agreement. Property managers monitor compliance with lease terms and address violations when necessary. This structured approach helps landlords in Menifee, CA, maintain order and consistency across their rental properties.

Maintenance is another major focus of property management services. The article explains that property managers coordinate maintenance and oversee property repairs to keep homes safe and functional. While they may not perform repairs themselves, they manage vendors, schedule work, and respond to urgent issues quickly.

The article notes that timely maintenance and property repairs prevent small issues from becoming larger and more expensive problems. This proactive approach supports tenant satisfaction while preserving the property’s condition. Property Management Experts highlight that consistent maintenance planning is a key benefit for any landlord.

Beyond daily operations, the HelloNation article describes the administrative side of property management services. A property manager prepares leases, maintains records, and ensures compliance with local and state regulations in Menifee, CA. This includes staying informed about legal requirements that affect landlords and rental properties.

Financial oversight is also part of the role. The article explains that property managers handle rent collection, manage deposits, and provide regular financial reporting. These services give landlords a clear understanding of property performance without requiring constant involvement.

For landlords who own multiple properties or live outside Menifee, CA, the article highlights the value of professional property management services. A property manager helps streamline operations, coordinate maintenance, and ensure that lease enforcement and tenant screening are handled consistently. This reduces stress while improving efficiency.

The article concludes that understanding the full role of a property manager helps landlords make informed decisions about their level of involvement. With responsibilities that include tenant screening, maintenance, lease enforcement, and property repairs, property management services offer a comprehensive solution for effectively managing rental properties.

What Do Property Managers Actually Do for Landlords in Menifee features insights from Karen Nolan, Property Management Experts of Menifee, California, in HelloNation.

About HelloNation
HelloNation is a premier media platform that connects readers with trusted professionals and businesses across various industries. Through its innovative “edvertising” approach that blends educational content with storytelling, HelloNation delivers expert-driven, good-news articles that inform, inspire, and empower. Covering topics from home improvement and health to business strategy and lifestyle, HelloNation highlights leaders making a meaningful impact in their communities.

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