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Isomorphic Labs is a digital biology company that leverages artificial intelligence to revolutionize drug discovery. It develops innovative platforms to analyze and interpret complex biological data, aiding researchers in identifying potential drug candidates and predicting compound effects. The company partners with pharmaceutical firms to enhance drug development efficiency and accuracy, offering services such as data analysis, modeling, and simulation to support research and development efforts.

Layer Health is a technology company specializing in AI-driven healthcare information solutions. It develops an AI-powered platform designed to help healthcare providers extract valuable insights from patient data, enabling them to make informed decisions, enhance patient care, and improve overall efficiency. The platform focuses on processing unstructured data from clinical, administrative, and research sources, transforming it into actionable insights to support providers in their clinical and operational tasks.

Harvey is an artificial intelligence technology service provider for knowledge workers. It uses AI to answer legal questions and lands cash from OpenAI. The product provides lawyers with a natural language interface for their existing legal workflow. It offers a unified and intuitive interface for all legal workflows, allowing lawyers to describe tasks in plain English instead of using a suite of complex and specialized tools for niche tasks. Harvey was founded in 2022 and is based in Washington, DC.

QuEra Computing is a company focused on developing quantum computing technology. They specialize in building large-scale quantum computers using neutral atoms. QuEra uses innovative techniques to manipulate and control qubits for quantum computation, aiming to solve complex problems in fields like chemistry, materials science, and machine learning. Their quantum computers operate on a platform that leverages arrays of neutral atoms that are highly scalable, providing a path toward achieving quantum advantage for practical applications.

Anthropic is an artificial intelligence research company dedicated to enhancing the safety and reliability of AI systems. The firm focuses on developing large-scale AI models that are interpretable, steerable, and aligned with human values. Its research encompasses various areas, including natural language processing, human feedback, scaling laws, reinforcement learning, and code generation. The company aims to produce AI systems that prioritize transparency and safety, enabling clients to better understand both the opportunities and risks associated with artificial intelligence. Anthropic's initial product, Claude, serves as an AI assistant designed for a range of tasks, reflecting the company's commitment to creating trustworthy AI solutions.

Roboflow, Inc. is a software-as-a-service company focused on enhancing computer vision capabilities for software engineers. Founded in 2019 and based in Des Moines, Iowa, Roboflow offers solutions such as Roboflow Organize, which assists developers in managing image datasets and annotations, and Roboflow Pro, designed to facilitate the deployment of computer vision applications using existing engineering resources. The company's tools streamline the creation and organization of datasets, including both image and video data, and employ pre-trained models and artificial intelligence to automate the annotation process. By providing features like dataset management, image transformations, and easy integration, Roboflow enables teams to build computer vision models more efficiently, improving accuracy and reducing common errors that can hinder model performance.

Tessl is a technology company that specializes in AI-native software development. It offers an AI-powered platform that generates, maintains, and tests code based on user-defined specifications. This platform ensures secure, high-quality, and self-maintaining code, allowing developers to create software that is compatible with emerging AI technologies.

Karya is a data cooperative, providing economically underprivileged Indians with respectable digital jobs and a road out of poverty. Karya provides individuals and communities with equitable economic possibilities by providing high-quality data annotation services to AI/ML clients. At Karya, every individual has the right to take control of their financial destiny and sustainability through fair-paying work.

Data Scientists Network is an artificial intelligence technology enterprise that promotes the big data and data science approach.

Genie AI Limited is a company based in London, United Kingdom, that specializes in artificial intelligence solutions for the legal sector. It has developed a platform called SuperDrafter, which utilizes machine learning to assist lawyers in drafting contracts more efficiently by leveraging the collective knowledge of their firm. Additionally, Genie AI offers a feature known as Anonymiser that automatically redacts sensitive information from contracts. The company also organizes educational events and training sessions focused on smart contracts and the application of artificial intelligence in legal practices. Founded in 2017, Genie AI aims to enhance the contract drafting process, allowing lawyers to manage client risks and negotiate effectively within tight deadlines.

PGxAI is an AI-powered pharmacogenetics platform that redefines precision medicine using proprietary algorithms and real-world data. Partnered with InterSystems, the largest patient data holder globally, and leveraging advanced tools like VectorSearch and GenAI, PGxAI accesses extensive real-world data to solve drug selection, dosage personalization, and identification of clinically relevant drug-drug interactions.

We specialize in developing innovative AI-powered products that enhance and simplify everyday experiences through intelligent automation and advanced technology. Our products include: Broxi AI (2025): AI Agent Creation Platform. GuidenAI AI Travel App (2024): AI-powered travel app that simplifies trip planning and navigation for women self-travelers. Got 50,000+ downloads in 2 months.

Altana Technologies operates a global supply chain platform that transforms public and non-public data into an intelligent map of the global supply chain. The platform, known as Altana Atlas, connects enterprises, governments, and logistics providers, facilitating collaboration and trust within business networks. It offers trade data management services by integrating internal and external data to provide clean data sets and a real-time view of transactions, ownership, movements, and risks across the global trade network. By leveraging machine learning, Altana enables organizations in both the public and private sectors to enhance the safety, efficiency, and profitability of trade, while promoting a more resilient, secure, inclusive, and sustainable approach to globalization.

Harvey is an artificial intelligence technology service provider for knowledge workers. It uses AI to answer legal questions and lands cash from OpenAI. The product provides lawyers with a natural language interface for their existing legal workflow. It offers a unified and intuitive interface for all legal workflows, allowing lawyers to describe tasks in plain English instead of using a suite of complex and specialized tools for niche tasks. Harvey was founded in 2022 and is based in Washington, DC.

We’re a team of artists, engineers, and researchers building controllable AI video editing tools to unbound human creative potential. Our research team build AI video models to understand and affect fine-grained, controllable edits over any human in any video. Our product team makes these models accessible to editors, animators, developers, and businesses to edit and repurpose any video for any audience. Our technology is used to automate lip-dubbing in localization processes in entertainment, create dynamic marketing campaigns personalized to individuals or communities, animate new characters to life in minutes instead of days, affect word-level edits in studio-grade videos to fix mistakes in post-production avoiding having to rerecord entire scenes, and more. Our models are used by everyday people, prosumers, developers, and businesses large and small to tell outstanding stories. In just the last year we graduated at the top of our YC batch (W24), raised a $5.5M seed backed by GV, won the AI grant from Nat Friedman and Daniel Gross, scaled to millions in revenue – and this is only the beginning.

Quadratic is a company based in Boulder, Colorado, that has developed a real-time spreadsheet designed to enhance data accessibility. Its platform allows users to pull data from various sources, including SaaS applications, databases, CSV files, and APIs. Users can manipulate and analyze this data using a range of data science tools such as Python, Pandas, SQL, JavaScript, and Excel formulas. By integrating data science and visualization capabilities, Quadratic aims to streamline the process of working with data and improve user experience in data analysis.

Tessl is a technology company that specializes in AI-native software development. It offers an AI-powered platform that generates, maintains, and tests code based on user-defined specifications. This platform ensures secure, high-quality, and self-maintaining code, allowing developers to create software that is compatible with emerging AI technologies.

The Alberta Machine Intelligence Institute (Amii) is a non-profit organization based in Edmonton, Canada, founded in 2002. As one of Canada's three National AI Institutes, it plays a pivotal role in the Pan-Canadian AI Strategy. Amii is dedicated to advancing research in artificial intelligence and machine learning, facilitating the translation of scientific advancements into practical applications for industry. The institute focuses on enhancing AI capabilities through cutting-edge research, comprehensive educational programs, and tailored business advice, all aimed at fostering in-house AI development within organizations. Amii's commitment to excellence positions it as a leader in the field, contributing significantly to the growth of AI expertise in Canada.

Precursor to intelligent Hominid aka Silico Sapiens; Working on technologies of Web 4.0 or the fourth generation of web. Web 4.0 is symbiotic web, where Human and machines work in symbiosis. The idea being the symbiotic web is that once the metadata is organized humans and machines can interact in symbiosis with each other. Join the Web 4.0 community on w4a.io that is home to hundreds of thousands of developers, technologists, designers, users and enthusiasts.

Climate Policy Radar is a nonprofit organization that offers machine learning, climate legislation, and digital ecosystem services.

Essential AI specializes in developing language model-based software that enhances operational efficiency for enterprises. By automating labor-intensive and repetitive workflows, the company provides AI solutions that simplify complex tasks and improve productivity. Essential AI's software utilizes advanced machine learning and artificial intelligence models, enabling organizations to access these technologies in multiple languages. Through a combination of human feedback and technological advancements, the company's solutions empower users to unlock essential skills and amplify their impact on society.

Onward Assist operates an advanced cancer prognostics platform aimed at enhancing treatment decisions for oncologists and ultimately improving patient outcomes. The platform employs machine learning and computer vision to provide automated diagnostic tools and treatment decision support specifically designed for histopathologists, radiologists, and oncologists. Its flagship product, PathAssist, integrates an AI layer with automated diagnostics in histopathology, a pathology workflow solution, and a cost-effective slide digitization hardware. By analyzing and predicting the behavior of cancer cells, Onward Assist facilitates deeper insights into tumors and surrounding tissues, thereby ensuring more accurate prognoses and effective treatment protocols.

Gan.ai specializes in creating personalized video content for brands, enabling them to generate numerous tailored copies of a single video recording. By utilizing advanced AI technology for lip-syncing and voice-syncing, Gan.ai transforms specified parts of videos in real time, allowing for seamless integration across various platforms such as email, SMS, social media, and mobile applications. Major enterprises like Samsung and Zomato leverage Gan.ai's capabilities to conduct hyper-personalized video campaigns featuring celebrities and stakeholders, enhancing user engagement through customized messages that include names and locations. This innovative approach surpasses traditional text-based personalization by allowing the actor in the video to verbally address the viewer, resulting in improved click-through rates, conversions, and overall brand recall. Gan.ai aims to democratize video creation, making it accessible for brands to communicate more effectively with their audiences through personalized content.

SpoofSense specializes in providing face liveness detection and fraud prevention solutions across various industries. The company has developed an AI-powered software-as-a-service platform that leverages deep learning algorithms to distinguish between real faces and spoofed images. Its passive face liveness detection technology operates without requiring active participation from end-users, allowing for seamless integration into existing systems. By accurately identifying genuine faces, SpoofSense helps businesses mitigate risks associated with digital fraud, enhancing overall security and trust in online transactions.

NeuroPixel.AI is a deep-tech platform specializing in apparel cataloging through the application of advanced artificial intelligence and machine learning techniques. The company's proprietary DeepNet framework streamlines the cataloging process, making it both efficient and cost-effective for online retail. By allowing clients to photograph apparel on mannequins, NeuroPixel.AI's technology generates high-quality, lifelike images that showcase the same garments worn by models in various poses. This innovative approach enhances the visual presentation of products, providing retailers with a powerful tool for improving their online storefronts.

Wright Research is a quantitative active investment firm that specializes in data-driven robo-investment management and advisory services. It caters to investors with varying risk profiles by employing purely quantitative investment management strategies. The firm utilizes extensive historical data, which includes fundamental, technical, macroeconomic, and alternative data, along with rigorous statistical testing to eliminate investor biases and backtesting errors. This approach provides clients with comprehensive analysis and tracking tools, enabling both individuals and businesses to engage in quantitative investing and enhance their returns. Wright Research is committed to helping investors achieve their financial objectives while effectively navigating investment risks.

SuperKalam is an educational technology company that offers a learning platform for students preparing for the Union Public Service Commission (UPSC) examinations. The platform provides personalized mentorship and support, including real-time doubt resolution, personalized feedback, and detailed evaluations of students' handwritten answers. It aims to create a disciplined learning environment, leveraging artificial intelligence to help UPSC aspirants create effective study schedules and achieve their goals.

ZuAI is on a mission to provide every student with the same degree of intelligent resources needed to master and learn any idea. They believe that AI can fundamentally transform learning by providing a cheap and personalized tutor who is available 24 hours a day, seven days a week.

Seismic Therapeutic is a biotechnology company focused on accelerating immunology drug development through the integration of machine learning in the biologics discovery process. Its IMPACT™ platform addresses key challenges in biologics discovery by combining structural biology, protein engineering, and translational immunology. This innovative approach aims to create optimized therapies more efficiently, ultimately benefiting patients with autoimmune diseases and disorders linked to adaptive immune system dysregulation. With a robust pipeline of biologics, Seismic Therapeutic is committed to enhancing the speed and efficacy of drug development in the field of immunology.

-Discover JungleTown: Your AI-Powered Ethical Learning Adventure." -A digital diary that adapts to your child's learning pace, nurturing creativity and critical thinking. -Real-Time Progress Tracking

Layer Health is a technology company specializing in AI-driven healthcare information solutions. It develops an AI-powered platform designed to help healthcare providers extract valuable insights from patient data, enabling them to make informed decisions, enhance patient care, and improve overall efficiency. The platform focuses on processing unstructured data from clinical, administrative, and research sources, transforming it into actionable insights to support providers in their clinical and operational tasks.

Anthropic is an artificial intelligence research company dedicated to enhancing the safety and reliability of AI systems. The firm focuses on developing large-scale AI models that are interpretable, steerable, and aligned with human values. Its research encompasses various areas, including natural language processing, human feedback, scaling laws, reinforcement learning, and code generation. The company aims to produce AI systems that prioritize transparency and safety, enabling clients to better understand both the opportunities and risks associated with artificial intelligence. Anthropic's initial product, Claude, serves as an AI assistant designed for a range of tasks, reflecting the company's commitment to creating trustworthy AI solutions.

AIfficient.Tech is a revolutionary platform designed to empower small and medium-sized enterprises (SMEs) through the power of artificial intelligence. With a focus on enhancing productivity, efficiency, and innovation, AIfficient.Tech offers a wide range of AI-driven services tailored to meet the unique needs of businesses across various industries. Our mission is to level the playing field for SMEs by providing them with AI solutions that were previously accessible only to industry giants. We aim to help businesses work smarter, not harder, by automating routine tasks and providing real-time data and predictive analytics for informed decision-making. What sets AIfficient.Tech apart is our extensive library of 1,500 predefined and trained Autonomous AI Agents, classified using ONET codes, that cater to a wide array of functions and industries. These roles act as intelligent virtual employees, known as Cognitive Autonomous Agents, that integrate seamlessly into existing workflows.

Makerere AI Lab is an AI & Data Science Research Group 3D-printed adaptor for processing photos with AI and compatibility with a phone or microscope.

AI21 Labs, founded in 2017 and based in Tel Aviv-Yafo, Israel, specializes in developing generative artificial intelligence and large language models. The company creates tools designed to enhance the understanding and generation of natural language, effectively transforming how users read and write. Its AI-driven writing companion captures real intelligence, rephrasing text to convey precise meanings while providing summaries that aid in comprehension. These innovations empower users to analyze and visualize complex information more efficiently, facilitating a deeper understanding of abstract knowledge structures. Through the application of deep learning and computer vision algorithms, AI21 Labs aims to significantly improve the efficiency of reading and writing processes.

Modular is an AI software development platform aimed at simplifying the creation and deployment of artificial intelligence applications. The platform integrates various popular frameworks through common interfaces, enhancing usability and flexibility while ensuring compatibility across diverse hardware backends and cloud environments. This approach allows developers to adopt the tools seamlessly into their existing workflows without the need for extensive code modifications. By focusing on production-quality infrastructure and a straightforward user experience, Modular enables developers to save time and increase their productivity, ultimately streamlining the development process from edge to datacenter.

Hugging Face, established in 2016 and based in New York, specializes in open-source machine learning technologies. It operates a platform that facilitates collaboration on machine learning projects, including models, datasets, and applications. The company aims to democratize machine learning by providing tools and services that support and advance the field, while also offering paid computing and enterprise systems to accelerate development.

Deepset is a company specializing in natural language processing (NLP) solutions, focusing on leveraging the latest advancements in machine learning to create real-world applications. It is known for developing the Haystack open-source framework, which facilitates the deployment of NLP tasks, and for offering deepset Cloud, a platform designed for enterprise AI teams. Since its inception in 2018, deepset has supported numerous AI teams globally by providing reliable, open-source technology and tailored solutions. The company's software emphasizes the use of transfer learning to enhance model performance while minimizing the amount of training data required, thereby enabling users to unlock value from diverse text sources effectively.

Resistant AI specializes in fraud prevention software aimed at safeguarding automated financial systems from manipulation and attacks. The company develops solutions that protect vital processes such as online credit scoring, fraud detection, and anti-money laundering systems from organized fraudsters. By focusing on the risks associated with machine learning and artificial intelligence, Resistant AI assists banks, insurance companies, and e-commerce entities in securing their digital transactions. Their technology enables these organizations to implement identity forensics, thereby enhancing the integrity of automated financial services and mitigating the threats posed by advanced fraud.

Cognosys specializes in the development of advanced AI agents designed to enhance interactions between individuals, businesses, and technology. The company offers an AI-based agent development platform that focuses on transforming productivity and simplifying complex tasks. By allowing users to define specific objectives for targeted outcomes, the platform supports a range of iterative tasks and presents results in a clear text format. This approach enables clients to improve decision-making and maximize human potential across various sectors, leveraging innovative AI techniques and fostering strong industry partnerships to deliver effective solutions.

IntRec revolutionizes recruitment by transcending traditional CV screenings. Our fully automated and structured processes go beyond the ordinary, seamlessly integrating Personality Analysis, Aptitude Assessments, AI-led Automated Video Interviews, and Competency Analysis. This comprehensive approach ensures the identification of the Ideal Candidate. At IntRec, we are on a mission to redefine recruitment through the infusion of diagnostic insights derived from Ethical AI and machine learning. As a global recruitment technology solutions provider, we are committed to discovering the most qualified and motivated candidates in the shortest time frame. Experience recruitment with a new level of intelligence – IntRec: Recruitment with Intelligence.

Graft is a modern AI platform that allows data teams to create production-ready AI solutions with minimal effort. It eliminates the need for machine learning expertise, additional staffing, or infrastructure maintenance. The platform focuses on a data-centric approach, utilizing foundation models to enhance business outcomes. Additionally, Graft specializes in unstructured data analysis, harnessing artificial intelligence to process various types of data, including text, images, video, audio, and graphs. This capability enables clients to apply advanced analytical techniques effectively, ultimately driving improved results for their businesses.

Photomath, Inc. is a math learning application developer based in San Mateo, California, founded in 2014. The app, which is the most widely used math education tool globally, serves over 300 million learners. It utilizes advanced AI technology to allow users to scan math problems with their device's camera, providing instant solutions and step-by-step explanations. This approach not only helps users solve equations ranging from basic arithmetic to calculus but also enhances their understanding of fundamental mathematical concepts. The company is supported by several investors, including Cherubic Ventures, Goodwater Capital, GSV Ventures, Menlo Ventures, and Learn Capital.

Anthropic is an artificial intelligence research company dedicated to enhancing the safety and reliability of AI systems. The firm focuses on developing large-scale AI models that are interpretable, steerable, and aligned with human values. Its research encompasses various areas, including natural language processing, human feedback, scaling laws, reinforcement learning, and code generation. The company aims to produce AI systems that prioritize transparency and safety, enabling clients to better understand both the opportunities and risks associated with artificial intelligence. Anthropic's initial product, Claude, serves as an AI assistant designed for a range of tasks, reflecting the company's commitment to creating trustworthy AI solutions.

Paradigm is rebuilding the clinical research ecosystem by developing a platform that allows all patients equitable access to trials while improving trial efficiency and lowering barriers to participation for healthcare providers. It is an innovative company that is dedicated to transforming the clinical research ecosystem. Their mission is to create a more accessible and equitable healthcare system by developing a platform that enables patients from diverse backgrounds to participate in clinical trials. Clinical trials are essential for testing and developing new drugs, therapies, and medical devices, but historically, they have been plagued by inefficiencies, barriers to access, and inequities in patient representation. Paradigm aims to solve these challenges by creating a platform that uses technology and data-driven insights to streamline the clinical trial process, making it more efficient, cost-effective, and inclusive. The Paradigm platform is designed to facilitate seamless communication and collaboration among all stakeholders involved in clinical research, including patients, healthcare providers, pharmaceutical companies, and regulatory agencies. By leveraging technology such as AI, machine learning, and predictive analytics, Paradigm can identify and match eligible patients to clinical trials, streamline the recruitment and enrollment process, and provide real-time data insights to all stakeholders. Overall, Paradigm's innovative approach to clinical research has the potential to revolutionize the healthcare industry by improving patient outcomes, reducing healthcare costs, and accelerating the development of new treatments and therapies.

Cropin, established in 2010, is a leader in the Agtech sector, renowned for developing the first global Intelligent Agriculture Cloud. Its platform empowers stakeholders in the agricultural ecosystem to utilize digitization and artificial intelligence, enhancing efficiency, productivity, and sustainability. Cropin has partnered with over 250 clients and has digitized 16 million acres of farmland, positively impacting the livelihoods of more than 7 million farmers. The company has amassed extensive farming data, covering 488 crops and 10,000 crop varieties across 56 countries, and has established a global 'Ag-intelligence' movement. Additionally, Cropin's farm management software integrates agriculture with information and communication technology, facilitating data-driven practices. This software supports various participants in the agricultural value chain, improving financial and operational outcomes while ensuring food quality and safety for consumers.

Receptor.AI is a TechBio company that leverages generative AI to develop innovative therapeutics. The company has created a multi-platform ecosystem aimed at tackling difficult protein targets through a multimodal approach. Its Peptides Platform utilizes AI for the design and optimization of linear and cyclic peptides, targeting complex protein-protein interactions. The Small Molecule Platform focuses on AI-driven design of small molecules, enhancing their biological activity through multiparametric optimization. Additionally, the Induced Proximity Platform engineers ternary complexes to convert challenging protein interactions into druggable targets. Receptor.AI's comprehensive drug discovery infrastructure supports a seamless preclinical drug discovery pipeline, utilizing advanced data acquisition and AI models. This infrastructure enables tailored workflows for various drug modalities and target classes, with oversight from large language model agents that integrate human expertise and artificial intelligence, ultimately aiming to improve the design and success rate of drug candidates in clinical trials.

Upollo is a developer of a platform designed to enhance subscription business growth by predicting customer behaviors such as churn, conversion, and expansion. By analyzing extensive datasets, including over half a billion dollars in subscription revenue and billions of user events, Upollo provides insights that help subscription businesses globally. Customer success teams utilize the platform to proactively address potential churn and identify opportunities for expansion, while sales and marketing teams leverage its insights to target the right prospects and maximize revenue generation. Additionally, the platform offers real-time analytics to detect issues such as account sharing and the use of disposable contact information, facilitating more effective customer interactions and fostering informed decision-making.

Alter is a platform SDK consisting of a real-time 3D avatar system and motion capture built from scratch for web3 interoperability and the open metaverse. Developers can pipe avatars into their apps, games, and websites. They offer computer vision, 3d technology, web3, machine learning, avatars, rendering engines, blockchain, and NFTs.

Vectara is a provider of a generative AI product platform that enables the integration of advanced AI features into various applications. Its offering includes a serverless Retrieval Augmented Generation (RAG) API platform designed to embed generative AI functionality into chatbots and other products, relying on a robust hybrid-search core. This platform ensures accurate and contextually relevant responses, addressing critical challenges for enterprise adoption such as reducing hallucination, enhancing explainability, enforcing access control, and allowing real-time updates of knowledge. Vectara's technology also emphasizes data security and supports multilingual capabilities, making it suitable for a broad range of applications including conversational AI, question-answering, and semantic search. Through its innovative platform, Vectara helps businesses create effective AI-driven experiences while maintaining compliance with intellectual property and bias considerations.

Altana Technologies operates a global supply chain platform that transforms public and non-public data into an intelligent map of the global supply chain. The platform, known as Altana Atlas, connects enterprises, governments, and logistics providers, facilitating collaboration and trust within business networks. It offers trade data management services by integrating internal and external data to provide clean data sets and a real-time view of transactions, ownership, movements, and risks across the global trade network. By leveraging machine learning, Altana enables organizations in both the public and private sectors to enhance the safety, efficiency, and profitability of trade, while promoting a more resilient, secure, inclusive, and sustainable approach to globalization.

Merlin Labs is an innovative company focused on creating autonomous flight technology for advanced air travel, primarily utilizing fixed-wing aircraft. Founded in 2018 and headquartered in Boston, Massachusetts, the company develops a sophisticated aircraft autonomy system that employs artificial intelligence and machine learning, akin to the technology used in driverless cars. This system aims to facilitate the pilotless transportation of goods and eventually people, establishing a new infrastructure for aerial mobility.

Modular is an AI software development platform aimed at simplifying the creation and deployment of artificial intelligence applications. The platform integrates various popular frameworks through common interfaces, enhancing usability and flexibility while ensuring compatibility across diverse hardware backends and cloud environments. This approach allows developers to adopt the tools seamlessly into their existing workflows without the need for extensive code modifications. By focusing on production-quality infrastructure and a straightforward user experience, Modular enables developers to save time and increase their productivity, ultimately streamlining the development process from edge to datacenter.

Graft is a modern AI platform that allows data teams to create production-ready AI solutions with minimal effort. It eliminates the need for machine learning expertise, additional staffing, or infrastructure maintenance. The platform focuses on a data-centric approach, utilizing foundation models to enhance business outcomes. Additionally, Graft specializes in unstructured data analysis, harnessing artificial intelligence to process various types of data, including text, images, video, audio, and graphs. This capability enables clients to apply advanced analytical techniques effectively, ultimately driving improved results for their businesses.

Deepset is a company specializing in natural language processing (NLP) solutions, focusing on leveraging the latest advancements in machine learning to create real-world applications. It is known for developing the Haystack open-source framework, which facilitates the deployment of NLP tasks, and for offering deepset Cloud, a platform designed for enterprise AI teams. Since its inception in 2018, deepset has supported numerous AI teams globally by providing reliable, open-source technology and tailored solutions. The company's software emphasizes the use of transfer learning to enhance model performance while minimizing the amount of training data required, thereby enabling users to unlock value from diverse text sources effectively.

Viz.ai, Inc. specializes in healthcare imaging software designed to enhance stroke care through the use of artificial intelligence. The company's flagship technology synchronizes treatment by reducing delays in patient care, enabling rapid identification of large vessel occlusion (LVO) strokes using advanced deep learning algorithms. Key offerings include Viz LVO, which alerts on-call stroke teams based on CT angiogram images, and Viz CTP, which analyzes CT perfusion images and generates critical parametric data. Additionally, Viz HUB facilitates communication among clinical teams to coordinate care efficiently, while Viz VIEW allows healthcare professionals to view imaging data on mobile devices. Founded in 2016 and headquartered in San Francisco, the company aims to transform healthcare delivery by improving the speed and accessibility of treatment for stroke patients.

Celsius Therapeutics is a biotechnology company focused on developing precision medicines for patients with cancer and autoimmune diseases. Founded in 2018 and based in Cambridge, Massachusetts, the company employs a team of scientists, technologists, computational biologists, clinicians, and drug hunters. Utilizing single-cell genomic analysis and machine learning techniques, Celsius Therapeutics aims to discover and create innovative therapies that can lead to significant improvements in patient outcomes. The company's research efforts are centered on identifying new drug candidates that address unmet medical needs in the therapeutic landscape.

LifeMine Therapeutics, Inc. is a biotechnology company focused on discovering new drug modalities from eukaryotic microbes, particularly fungi. Founded in 2016 and headquartered in Cambridge, Massachusetts, with an additional office in New York, the company employs an integrated platform that combines genomics, artificial intelligence, and synthetic biology. This innovative Avatar-Rx platform utilizes high-throughput microbiology, data science, machine learning, genome engineering, and automation to explore the fungal biosphere for novel genetically encoded molecules with specific biological functions. By integrating chemoinformatic-assisted drug optimization and advanced chemical synthesis with biotransformation, LifeMine Therapeutics aims to advance a pipeline of new medicines into development.

Agolo, Inc. is a New York-based company that specializes in developing an artificial intelligence platform designed to create real-time summaries from unstructured information. Utilizing machine learning and natural language processing, Agolo's technology transforms messy data into a clean, structured format, enabling various enterprise applications such as business intelligence dashboards and support site augmentation. The platform helps organizations enhance their product quality, reduce support costs, and quickly identify emerging issues by providing clear insights into customer experiences. Established in 2012 and formerly known as Ninoh, Inc., Agolo serves a diverse range of industries, empowering professionals to efficiently analyze large volumes of data and make informed decisions based on comprehensive summaries.

Overview’s inspection systems are built with Deep Learning technology which allows us to find mistakes more consistently and in a wider variety of situations.

Seismic Therapeutic is a biotechnology company focused on accelerating immunology drug development through the integration of machine learning in the biologics discovery process. Its IMPACT™ platform addresses key challenges in biologics discovery by combining structural biology, protein engineering, and translational immunology. This innovative approach aims to create optimized therapies more efficiently, ultimately benefiting patients with autoimmune diseases and disorders linked to adaptive immune system dysregulation. With a robust pipeline of biologics, Seismic Therapeutic is committed to enhancing the speed and efficacy of drug development in the field of immunology.

Pecan operates a predictive analytics platform that empowers businesses to forecast critical outcomes effectively. It utilizes a low-code interface that simplifies the predictive modeling process, allowing companies to generate accurate predictions without needing in-house data scientists or engineers. Pecan automates data preparation and feature engineering, enabling users, particularly SQL-trained business intelligence analysts, to create tailored predictive models quickly. The platform supports various industries, including fintech, insurance, retail, and consumer services, by providing pre-built models and templates that align with specific business objectives. This capability allows organizations to enhance customer lifetime value, retention, conversion rates, and demand forecasting. Pecan's solutions have a significant financial impact, influencing billions of dollars in revenue across various sectors.

InstaDeep Ltd is a company that specializes in developing artificial intelligence-based decision-making systems for the enterprise sector. Founded in 2014 and headquartered in London, the company also has offices in Paris, Tunis, Nairobi, and Lagos. InstaDeep's platform is designed to enhance talent retention and training while providing a range of AI programs. These include optimized pattern recognition, GPU-accelerated insights, self-learning systems, machine learning, and predictive analytics. By utilizing these technologies, InstaDeep enables businesses to improve efficiencies in manufacturing, logistics, mobility, and energy, ultimately leading to increased return on investments.

With the mission to provide the most effective education for all, QANDA(Mathpresso) operates the world’s leading learning platform, QANDA, an AI-based learning app that allows students of all levels to receive instant answers and customized learning sources. Recognized for its technological advances, QANDA(Mathpresso) was selected as GSV Edtech 150, national representative of Google AI for Social Good APAC event in 2018, and guest speaker at AWS Public Sector Summit ASEAN in 2019. Since 2015, QANDA(Mathpresso) has raised over $105 million in total from investors including SoftBank Ventures Asia, Legend Capital, Mirae Asset Investment, GGV, and Goodwater Capital. Headquartered in Seoul, QANDA(Mathpresso) has offices in Tokyo, Hanoi, Jakarta, and Bangkok.

Resistant AI specializes in fraud prevention software aimed at safeguarding automated financial systems from manipulation and attacks. The company develops solutions that protect vital processes such as online credit scoring, fraud detection, and anti-money laundering systems from organized fraudsters. By focusing on the risks associated with machine learning and artificial intelligence, Resistant AI assists banks, insurance companies, and e-commerce entities in securing their digital transactions. Their technology enables these organizations to implement identity forensics, thereby enhancing the integrity of automated financial services and mitigating the threats posed by advanced fraud.

Altana Technologies operates a global supply chain platform that transforms public and non-public data into an intelligent map of the global supply chain. The platform, known as Altana Atlas, connects enterprises, governments, and logistics providers, facilitating collaboration and trust within business networks. It offers trade data management services by integrating internal and external data to provide clean data sets and a real-time view of transactions, ownership, movements, and risks across the global trade network. By leveraging machine learning, Altana enables organizations in both the public and private sectors to enhance the safety, efficiency, and profitability of trade, while promoting a more resilient, secure, inclusive, and sustainable approach to globalization.

Goodloans is a financial technology company that focuses on enhancing access to credit for underestimated businesses. The company develops a lending platform aimed at improving financial inclusion and reducing the risks associated with lending. By utilizing AI-powered financial data APIs and machine learning, Goodloans identifies reliable borrowers for phone-based loans, catering primarily to micro-entrepreneurs and small enterprises. This innovative approach allows for quicker financing solutions, thereby supporting the growth and sustainability of underserved businesses. Goodloans is backed by notable partners, including Google and Barclays, which underscores its commitment to transforming the lending landscape.

Snorkel AI, Inc. is a company that develops a comprehensive machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Its primary offering, Snorkel Flow, allows users to programmatically label and augment training data, manage and integrate various datasets, and deploy machine learning models, while also providing tools for data analysis and monitoring. The platform is particularly effective in extracting structured information from complex documents and forms, as well as ranking content based on relevance. Founded in 2016 and based in Palo Alto, California, Snorkel AI serves a diverse range of industries, including finance, government, telecommunications, insurance, healthcare, and e-commerce. The technology was developed at Stanford AI Lab and employs innovative methods such as weak supervision to enhance data preparation, thereby streamlining the AI development process for enterprises.

Merlin Labs is an innovative company focused on creating autonomous flight technology for advanced air travel, primarily utilizing fixed-wing aircraft. Founded in 2018 and headquartered in Boston, Massachusetts, the company develops a sophisticated aircraft autonomy system that employs artificial intelligence and machine learning, akin to the technology used in driverless cars. This system aims to facilitate the pilotless transportation of goods and eventually people, establishing a new infrastructure for aerial mobility.

SambaNova Systems, based in Palo Alto, California, develops a technology platform that integrates hardware and software solutions for artificial intelligence and machine learning applications. Founded in 2017, the company focuses on creating systems optimized for data processing, model training, and analytics, enabling high-performance execution of machine learning tasks. SambaNova's technology is designed to be flexible and scalable, catering to various sectors such as healthcare, finance, and autonomous vehicles. By enhancing the efficiency of AI-powered algorithms, SambaNova aims to support organizations in leveraging advanced data analytics effectively.

Snorkel AI, Inc. is a company that develops a comprehensive machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Its primary offering, Snorkel Flow, allows users to programmatically label and augment training data, manage and integrate various datasets, and deploy machine learning models, while also providing tools for data analysis and monitoring. The platform is particularly effective in extracting structured information from complex documents and forms, as well as ranking content based on relevance. Founded in 2016 and based in Palo Alto, California, Snorkel AI serves a diverse range of industries, including finance, government, telecommunications, insurance, healthcare, and e-commerce. The technology was developed at Stanford AI Lab and employs innovative methods such as weak supervision to enhance data preparation, thereby streamlining the AI development process for enterprises.

nPlan Limited specializes in artificial intelligence-driven software for construction project management. Established in 2017 and based in London, the company develops a platform that leverages machine learning to enhance schedule certainty by identifying risks and suggesting optimal execution paths. Its technology analyzes an extensive dataset of construction schedules, enabling clients to understand uncertainties and risks associated with their projects. By detecting gaps in task performance patterns, nPlan's solution provides statistical risk attribution for individual activities and offers recommendations to mitigate residual issues. This approach allows clients to effectively manage risks and capitalize on opportunities within their construction projects.

Insitro, Inc. is a data-driven company focused on drug discovery and development, particularly targeting nonalcoholic steatohepatitis (NASH). Founded in 2018 by Daphne Koller and based in South San Francisco, California, Insitro harnesses machine learning and high-throughput biology to revolutionize the process of drug discovery. The company creates extensive functional genomic data sets and integrates them with patient data through innovative machine learning techniques. This approach allows Insitro to build predictive models that enhance target selection, streamline the design of therapeutics, and optimize drug development strategies. By addressing critical challenges in pharmaceutical research and development, Insitro aims to accelerate the delivery of new and effective treatments to patients.

Predictiva is a company that provides an artificial intelligence platform designed to enhance financial trading and investment management using advanced Deep Reinforcement Learning algorithms. It offers solutions that cater to various financial assets, focusing on optimizing decision-making in complex financial markets. By leveraging cutting-edge AI technology, Predictiva aims to deliver predictable profits while minimizing risks, enabling users to engage in a more accurate, data-driven approach to trading. The platform is accessible to users without a background in AI or data science, utilizing autonomous machine learning algorithms to simplify the trading process and enhance financial intelligence for traders and investment managers.

Nanit is a company that specializes in developing advanced monitoring devices utilizing artificial intelligence and computer vision to track and analyze baby sleep behavior and patterns. Their innovative products include a camera that provides real-time monitoring and analysis of sleep, offering parents valuable insights, behavioral analysis, expert advice, and nightly video summaries. This technology is designed to enhance the parenting experience by delivering smarter and safer solutions for caring for infants. The Nanit team is composed of experts from diverse backgrounds, including scientists, designers, and professionals from prominent companies, all dedicated to creating tools that support parents during the early months of a child's life.

LifeMine Therapeutics, Inc. is a biotechnology company focused on discovering new drug modalities from eukaryotic microbes, particularly fungi. Founded in 2016 and headquartered in Cambridge, Massachusetts, with an additional office in New York, the company employs an integrated platform that combines genomics, artificial intelligence, and synthetic biology. This innovative Avatar-Rx platform utilizes high-throughput microbiology, data science, machine learning, genome engineering, and automation to explore the fungal biosphere for novel genetically encoded molecules with specific biological functions. By integrating chemoinformatic-assisted drug optimization and advanced chemical synthesis with biotransformation, LifeMine Therapeutics aims to advance a pipeline of new medicines into development.

Freyda is a technology company that utilizes artificial intelligence to streamline data extraction from documents, specifically targeting the financial services sector. By automating the process of manual data entry, Freyda's platform enhances productivity, allowing users to manage data significantly faster. The company's machine learning algorithms are designed to recognize, extract, and normalize essential information, making it easier for clients to analyze data directly from documents without the need for manual intervention. This innovation not only simplifies workflows but also supports informed decision-making in investment strategies.

Ursa Computing is a developer of data-science tools aimed at enhancing the efficiency and effectiveness of data teams. The company focuses on creating enterprise products and services that facilitate machine learning and artificial intelligence projects. Ursa Computing offers open-source developer tools designed to improve data access, preparation, cleaning, analytics, and feature engineering, addressing essential tasks in the data science lifecycle. By advancing high-productivity, high-performance, and cross-language software, Ursa Computing seeks to elevate the capabilities of data scientists and streamline their workflows.

Benson Hill is an agricultural technology company that specializes in crop improvement and soy protein innovation. The company focuses on unlocking the natural genetic diversity of plants to develop healthier, more sustainable food and ingredients. Its proprietary CropOS platform leverages machine learning and big data alongside traditional breeding techniques to streamline and expedite the product development process. Benson Hill operates a Crop Accelerator designed for rapid prototyping and is actively developing a seed portfolio that includes protein ingredients, aquaculture, specialty animal feed, and vegetable oils. The company generates revenue from both proprietary and non-proprietary product categories, with proprietary revenue stemming from the sale of its unique bean varieties.

Pixie Labs Inc. specializes in developing tools that enhance application management within Kubernetes environments. Founded in 2018 and based in San Francisco, the company offers a zero-touch, unsampled edge monitoring system that enables developers to instantly debug applications without altering code or manually configuring dashboards. Its platform seamlessly integrates with any Kubernetes environment through a single command, automatically collecting baseline performance data and presenting it in pre-configured live views. This functionality allows developers to efficiently explore, monitor, secure, and manage their applications, providing essential insights into production environments.

Arkangel AI is a healthcare-focused technology company that provides a no-code artificial intelligence platform designed to help organizations develop, deploy, and manage machine learning algorithms at scale. Its platform enables the efficient detection of preventable diseases, producing results that are faster, scalable, accurate, and cost-effective. By facilitating the identification of health issues and their stages, Arkangel AI aims to promote equitable health conditions globally, empowering users to lead healthier lives free from preventable diseases.

Snorkel AI, Inc. is a company that develops a comprehensive machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Its primary offering, Snorkel Flow, allows users to programmatically label and augment training data, manage and integrate various datasets, and deploy machine learning models, while also providing tools for data analysis and monitoring. The platform is particularly effective in extracting structured information from complex documents and forms, as well as ranking content based on relevance. Founded in 2016 and based in Palo Alto, California, Snorkel AI serves a diverse range of industries, including finance, government, telecommunications, insurance, healthcare, and e-commerce. The technology was developed at Stanford AI Lab and employs innovative methods such as weak supervision to enhance data preparation, thereby streamlining the AI development process for enterprises.

Snorkel AI, Inc. is a company that develops a comprehensive machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Its primary offering, Snorkel Flow, allows users to programmatically label and augment training data, manage and integrate various datasets, and deploy machine learning models, while also providing tools for data analysis and monitoring. The platform is particularly effective in extracting structured information from complex documents and forms, as well as ranking content based on relevance. Founded in 2016 and based in Palo Alto, California, Snorkel AI serves a diverse range of industries, including finance, government, telecommunications, insurance, healthcare, and e-commerce. The technology was developed at Stanford AI Lab and employs innovative methods such as weak supervision to enhance data preparation, thereby streamlining the AI development process for enterprises.

Insitro, Inc. is a data-driven company focused on drug discovery and development, particularly targeting nonalcoholic steatohepatitis (NASH). Founded in 2018 by Daphne Koller and based in South San Francisco, California, Insitro harnesses machine learning and high-throughput biology to revolutionize the process of drug discovery. The company creates extensive functional genomic data sets and integrates them with patient data through innovative machine learning techniques. This approach allows Insitro to build predictive models that enhance target selection, streamline the design of therapeutics, and optimize drug development strategies. By addressing critical challenges in pharmaceutical research and development, Insitro aims to accelerate the delivery of new and effective treatments to patients.

SambaNova Systems, based in Palo Alto, California, develops a technology platform that integrates hardware and software solutions for artificial intelligence and machine learning applications. Founded in 2017, the company focuses on creating systems optimized for data processing, model training, and analytics, enabling high-performance execution of machine learning tasks. SambaNova's technology is designed to be flexible and scalable, catering to various sectors such as healthcare, finance, and autonomous vehicles. By enhancing the efficiency of AI-powered algorithms, SambaNova aims to support organizations in leveraging advanced data analytics effectively.

Orbital Insight, Inc. is a geospatial analytics company based in Palo Alto, California, established in 2013. The firm develops a cloud-based platform that employs artificial intelligence and machine learning to analyze vast amounts of geospatial data, including satellite imagery, mobile location signals, and other Internet of Things data. This technology enables organizations, including businesses, governments, and NGOs, to gain insights into societal and economic trends that may not be visible to the naked eye. Orbital Insight's products, such as Orbital Insight GO, GO Consumer, and GO Energy, provide users with actionable intelligence regarding infrastructure, supply chain dynamics, and energy resources. By transforming billions of data points into clear, usable information, the company supports data-driven decision-making in various sectors.

Viz.ai, Inc. specializes in healthcare imaging software designed to enhance stroke care through the use of artificial intelligence. The company's flagship technology synchronizes treatment by reducing delays in patient care, enabling rapid identification of large vessel occlusion (LVO) strokes using advanced deep learning algorithms. Key offerings include Viz LVO, which alerts on-call stroke teams based on CT angiogram images, and Viz CTP, which analyzes CT perfusion images and generates critical parametric data. Additionally, Viz HUB facilitates communication among clinical teams to coordinate care efficiently, while Viz VIEW allows healthcare professionals to view imaging data on mobile devices. Founded in 2016 and headquartered in San Francisco, the company aims to transform healthcare delivery by improving the speed and accessibility of treatment for stroke patients.

Digit, Inc. is a financial technology company based in San Francisco, California, that specializes in a mobile application designed to help users manage their finances effectively. Founded in 2012, the app analyzes users' spending habits and automatically saves a tailored amount of money each day, based on their income and expenditure patterns. By utilizing machine learning and insights from behavioral psychology, Digit aims to reduce the stress associated with financial management and assists users in building a secure financial future. The platform keeps savings in a separate account and adjusts the savings amount daily, helping users achieve their financial goals without requiring constant attention.

Socratic, Inc. is an education technology company that specializes in developing a homework assistance application for students. Founded in 2013 and based in New York, the company utilizes artificial intelligence to provide users with answers, detailed explanations, and curated educational content across a variety of subjects, including math, science, history, English, and economics. The app allows students to take photos of their homework questions, making it accessible and user-friendly. It features graphs, explainers, and links to instructional videos from platforms such as Khan Academy, enhancing the learning experience. Socratic is available for free on both iPhone and Android devices, focusing primarily on high school curriculum support. The company, formerly known as Vespr, Inc., rebranded to Socratic, Inc. in May 2015.

Agolo, Inc. is a New York-based company that specializes in developing an artificial intelligence platform designed to create real-time summaries from unstructured information. Utilizing machine learning and natural language processing, Agolo's technology transforms messy data into a clean, structured format, enabling various enterprise applications such as business intelligence dashboards and support site augmentation. The platform helps organizations enhance their product quality, reduce support costs, and quickly identify emerging issues by providing clear insights into customer experiences. Established in 2012 and formerly known as Ninoh, Inc., Agolo serves a diverse range of industries, empowering professionals to efficiently analyze large volumes of data and make informed decisions based on comprehensive summaries.

Looker is an enterprise platform specializing in business intelligence, data applications, and embedded analytics, aimed at enhancing data-driven decision-making for businesses. By integrating data into daily workflows, Looker enables organizations to derive actionable insights that drive operational efficiency and create new value streams. The platform supports various functions, including digital marketing analytics and web event analytics, allowing businesses to unlock the full potential of their data at scale. As part of Google Cloud, Looker continues to evolve its offerings, focusing on delivering meaningful insights at critical decision points and embedding data seamlessly into products and workflows.

Harness, Inc. is a technology company that develops a Continuous Delivery-as-a-Service platform aimed at simplifying the software delivery process for engineering and DevOps teams. Founded in 2015 and headquartered in San Francisco, California, the platform leverages machine learning to automate various aspects of code deployment, including test prioritization, cloud cost management, and continuous verification. Key features of Harness's platform include a pipeline builder, workflow wizard, automated rollback capabilities, secrets management, audit trails, and real-time delivery analytics. By streamlining these processes, Harness enables organizations to accelerate their cloud initiatives and enhance their adoption of modern containerization and orchestration technologies.

SambaNova Systems, based in Palo Alto, California, develops a technology platform that integrates hardware and software solutions for artificial intelligence and machine learning applications. Founded in 2017, the company focuses on creating systems optimized for data processing, model training, and analytics, enabling high-performance execution of machine learning tasks. SambaNova's technology is designed to be flexible and scalable, catering to various sectors such as healthcare, finance, and autonomous vehicles. By enhancing the efficiency of AI-powered algorithms, SambaNova aims to support organizations in leveraging advanced data analytics effectively.

Determined AI, founded in 2017 and based in San Francisco, California, specializes in developing a deep learning management platform that streamlines the process of building and deploying machine learning models. The company's platform enhances developer productivity by facilitating distributed training and hyperparameter searches, while also automating the tracking, sharing, and reproduction of experiments and metrics. This approach allows clients to significantly reduce their time-to-market, improve resource utilization, and mitigate risks associated with model development. Through its innovative software, Determined AI aims to transform the efficiency and effectiveness of deep learning workflows.

ABEJA, Inc. is a Japanese company that specializes in artificial intelligence software tailored for retailers and manufacturers. Founded in 2012 and based in Minato-Ku, the company offers a cloud-based platform that integrates advanced technologies such as IoT, big data, and deep learning. ABEJA's services encompass data collection, analysis, automation, simulation, and visualization, enabling sophisticated analyses and optimized solutions across various industries, particularly in retail, manufacturing, and infrastructure. The platform supports the entire machine learning and deep learning pipeline, facilitating development, deployment, and ongoing operations to drive digital transformation for its clients.

UjuziKilimo is a data-driven agronomy services company that leverages innovative data acquisition technologies to collect and analyze farm data. By utilizing data science and machine learning, UjuziKilimo offers actionable agronomic insights to farmers and provides business intelligence and predictive analytics to agricultural service providers and businesses. The company operates a fully integrated data platform, powered by extensive datasets, that enables farmers to enhance their crop productivity. Additionally, UjuziKilimo's tools facilitate knowledge sharing among agricultural stakeholders, allowing them to make informed decisions and develop targeted services through mobile technology.

Machinify, Inc. is a company that operates a data-to-cash platform aimed at optimizing enterprise operations through artificial intelligence. Founded in 2016 and based in Palo Alto, California, Machinify leverages AI technology to help businesses effectively process their data and uncover hidden profits through automated decision-making. Its offerings include AI Cloud, which manages semi-structured and unstructured real-time data; AI Studio, which facilitates the automated building and testing of AI models through a user-friendly interface; and AI Runtime, which generates the necessary infrastructure for real-time or batch predictions. By automating data collection, transformation, and product deployment, Machinify enables domain experts to transform raw data into smart, automated decisions, ultimately reducing the time required to develop and deploy AI-driven solutions across various sectors, including healthcare.

RokitaX is striving to be at the forefront of the AI industry, we conduct advanced technical research with the backing of Fortune 500 companies.

Benson Hill is an agricultural technology company that specializes in crop improvement and soy protein innovation. The company focuses on unlocking the natural genetic diversity of plants to develop healthier, more sustainable food and ingredients. Its proprietary CropOS platform leverages machine learning and big data alongside traditional breeding techniques to streamline and expedite the product development process. Benson Hill operates a Crop Accelerator designed for rapid prototyping and is actively developing a seed portfolio that includes protein ingredients, aquaculture, specialty animal feed, and vegetable oils. The company generates revenue from both proprietary and non-proprietary product categories, with proprietary revenue stemming from the sale of its unique bean varieties.

Imagen enables Primary Care providers to become technology-enabled multispecialty practices, powering a successful transition from fee-for-service to value-based care. Its comprehensive platform includes in-office diagnostic testing, diagnostic interpretations powered by proprietary FDA-cleared machine learning software, and virtual specialist consults. Its platform empowers Primary Care providers to achieve healthcare’s quadruple aim of increasing quality, lowering costs, and improving the patient and provider experience.