First Round Capital

Reducto develops a retrieval augmented generation platform that converts complex, unstructured documents into optimized chunks compatible with vector databases and LLM retrieval pipelines. Its software uses AI and computer vision to parse and extract information from various data formats, enhancing RAG performance.

Founded by Stanford AI researchers, Actively AI enhances outbound sales efficiency using AI. Its platform automates account research, identifies top prospects in real-time, and generates personalized messaging, enabling organizations to double their sales pipeline.

Dyna Robotics is at the forefront of revolutionizing robotic manipulation with cutting-edge foundation models. Our mission is to empower businesses by automating repetitive, stationary tasks with affordable, intelligent robotic arms. Leveraging the latest advancements in foundation models, we're driving the future of general-purpose robotics—one manipulation skill at a time. Dyna Robotics was founded by industry leaders who previously achieved a $350 million exit in grocery deep tech as well as top robotics researchers from DeepMind and Nvidia. Our team blends world-class research, engineering, and product innovation to drive the future of robotic manipulation. With sizable funding already in place, we're positioned to redefine the landscape of robotic automation. Join us to shape the next frontier of AI-driven robotics.

Danswer is an AI-powered assistant that integrates with a company's tools and documents, facilitating swift retrieval of any required information.

Generative Media Platform for Developers

David AI is a technology company that specializes in transforming audio data into valuable insights. It develops an AI-powered platform designed to help businesses manage and analyze multimodal data, enabling them to create high-quality, proprietary datasets for AI model training. The platform automates data labeling, qualifies and manages data quality, and generates metadata to track data origin and changes. This allows clients to enhance their AI models, detect and remove irrelevant or duplicated data, and create new revenue streams.

Reducto develops a retrieval augmented generation platform that converts complex, unstructured documents into optimized chunks compatible with vector databases and LLM retrieval pipelines. Its software uses AI and computer vision to parse and extract information from various data formats, enhancing RAG performance.

Candid Health is a platform that automates revenue cycle management for healthcare providers by integrating with existing infrastructure and using machine learning and artificial intelligence to streamline medical billing, coding, and claims processing. It delivers end-to-end automation to reduce administrative burdens, increase operational efficiency, and accelerate reimbursement, enabling clinics and hospitals to focus more on delivering high-quality, affordable care.

Generative Media Platform for Developers

Lamini is an enterprise AI platform that empowers businesses to safely and efficiently build custom Expert AI models. It optimizes large language model workloads for expert AI on diverse infrastructures, collaborating with partners for hardware optimizations.

Agrawal's AI initiative operates as an AI company to create software for LLM developers. Parag Agrawal formerly held the position of Twitter's CEO before Elon Musk's takeover now venturing into artificial intelligence as the venture's name and product details have not been revealed.

Founded by Stanford AI researchers, Actively AI enhances outbound sales efficiency using AI. Its platform automates account research, identifies top prospects in real-time, and generates personalized messaging, enabling organizations to double their sales pipeline.

Eigen Therapeutics is a biotechnology company dedicated to advancing cancer treatment through the development of innovative therapies. It specializes in "priming" therapies that enhance the effectiveness of targeted treatments by addressing cancer heterogeneity, which makes cancer cells more susceptible to therapeutic interventions while simultaneously protecting healthy cells. Eigen is creating a high-throughput discovery platform that integrates proprietary machine learning algorithms to identify novel drug classes and therapeutic approaches capable of altering a cell’s state to increase vulnerability to treatments. This platform combines biology and engineering, utilizing in-house developed robotic systems, laboratory operations software, and machine learning analysis pipelines. The company's mission focuses on improving patient outcomes by providing novel combination therapeutics that enhance efficacy and reduce toxicity in cancer care, ultimately aiming to meet significant medical needs in oncology.

Limitless is a technology company focused on developing advanced artificial intelligence solutions. They develop AI-driven products to improve productivity, streamline processes, and deliver insights for businesses. Limitless serves a broad range of industries, from retail and finance to healthcare and logistics, providing AI solutions that are tailored to the unique needs of each sector.

Founded in 2018, Merlin Labs is based in Boston, Massachusetts. It specializes in developing autonomous flight technology for fixed-wing aircraft, using artificial intelligence and machine learning to enable goods transportation without human pilots.

Candid Health is a platform that automates revenue cycle management for healthcare providers by integrating with existing infrastructure and using machine learning and artificial intelligence to streamline medical billing, coding, and claims processing. It delivers end-to-end automation to reduce administrative burdens, increase operational efficiency, and accelerate reimbursement, enabling clinics and hospitals to focus more on delivering high-quality, affordable care.

Anomalo is a developer of an artificial intelligence data validation tool that enables users to continuously inspect and validate data entering their warehouses. The company’s solution automatically detects and explains issues in enterprise data, facilitating seamless integration with data warehouses. By employing automated machine learning technology, Anomalo’s tool allows organizations to validate and document their data with minimal configuration, eliminating the need for users to write any code. This innovation helps companies maintain data integrity and improve the reliability of their data-driven decisions.

LiveControl transforms traditional video production by leveraging cloud technology and advanced artificial intelligence. This company offers a unique remote videography service that simplifies the process of live streaming and content creation, enabling users to produce high-quality video with minimal effort. LiveControl caters to a diverse range of clients, including educational institutions, performing arts venues, and event organizers, who benefit from its automated solutions for videography. By allowing remote control of cameras in real-time, LiveControl facilitates collaboration among users worldwide while significantly reducing production costs.

Founded in 2018, Merlin Labs is based in Boston, Massachusetts. It specializes in developing autonomous flight technology for fixed-wing aircraft, using artificial intelligence and machine learning to enable goods transportation without human pilots.

Labelbox, Inc. is a technology company that specializes in providing an AI-driven platform for data labeling and management. Founded in 2018 and headquartered in San Francisco, California, the company enables businesses to outsource their data annotation needs, facilitating the creation and management of datasets essential for machine learning applications. The platform features a visual workflow interface, annotation tools, quality control capabilities, and performance analytics, which collectively streamline the data labeling process. Labelbox supports teams in utilizing the latest advancements in generative AI and large language models, ensuring that AI systems receive appropriate human oversight and automation. Its services are utilized by prominent enterprises, including Walmart, Procter & Gamble, Genentech, and Adobe, as well as numerous leading AI teams across various industries.

Reverie Labs is a Boston-based company focused on enhancing the drug development process through advanced machine learning techniques. The company specializes in predicting the biophysicochemical properties of drug candidates, which aids pharmaceutical companies in accelerating preclinical development. By utilizing structure-based predictive models, Reverie Labs assesses the potency of small molecules and employs a multi-objective molecular optimizer to design new compounds that balance potency and synthesizability. This innovative approach allows for the prioritization and optimization of molecules, facilitating their progression to animal and human clinical trials in a more efficient manner. Through its computational platform, Reverie Labs aims to streamline the drug design pipeline, ultimately improving the identification of viable drug candidates.

Anomalo is a developer of an artificial intelligence data validation tool that enables users to continuously inspect and validate data entering their warehouses. The company’s solution automatically detects and explains issues in enterprise data, facilitating seamless integration with data warehouses. By employing automated machine learning technology, Anomalo’s tool allows organizations to validate and document their data with minimal configuration, eliminating the need for users to write any code. This innovation helps companies maintain data integrity and improve the reliability of their data-driven decisions.

Suki develops AI-driven voice solutions for healthcare providers. Its primary product, Suki Assistant, uses artificial intelligence and natural language processing to create detailed clinical notes during or after consultations, enabling physicians to complete administrative tasks more efficiently.

Labelbox, Inc. is a technology company that specializes in providing an AI-driven platform for data labeling and management. Founded in 2018 and headquartered in San Francisco, California, the company enables businesses to outsource their data annotation needs, facilitating the creation and management of datasets essential for machine learning applications. The platform features a visual workflow interface, annotation tools, quality control capabilities, and performance analytics, which collectively streamline the data labeling process. Labelbox supports teams in utilizing the latest advancements in generative AI and large language models, ensuring that AI systems receive appropriate human oversight and automation. Its services are utilized by prominent enterprises, including Walmart, Procter & Gamble, Genentech, and Adobe, as well as numerous leading AI teams across various industries.

Outlier AI, Inc. operates an automated business analysis platform that delivers insights based on data for organizations in consumer packaged goods, e-commerce, retail, and pharmaceuticals. Founded in 2015 and based in Oakland, California, Outlier offers a solution that not only enables businesses to make informed decisions but also continuously monitors their data to alert users of unexpected changes. The platform helps optimize marketing efforts, tracks shifts in buyer segments, identifies product development issues, and uncovers insights across various data sets, allowing businesses to make strategic, data-driven decisions with greater ease.

Founded in 2018, Merlin Labs is based in Boston, Massachusetts. It specializes in developing autonomous flight technology for fixed-wing aircraft, using artificial intelligence and machine learning to enable goods transportation without human pilots.

IdeaFlow is a Palo Alto-based company developing an intelligent platform that combines human and artificial intelligence to help teams of analysts create, visualize, and analyze networks of information. Founded in 2015, the platform acts as a shared memory for organizations, connecting fragments from siloed sources and merging them into a single database. It provides AI parsing, voice transcription, and search capabilities to support collaboration, enabling users to access collective knowledge and uncover insights faster. The solution focuses on intelligence amplification, augmenting human thinking by integrating previously stagnant data sources into an organized, searchable information network.

LiveControl transforms traditional video production by leveraging cloud technology and advanced artificial intelligence. This company offers a unique remote videography service that simplifies the process of live streaming and content creation, enabling users to produce high-quality video with minimal effort. LiveControl caters to a diverse range of clients, including educational institutions, performing arts venues, and event organizers, who benefit from its automated solutions for videography. By allowing remote control of cameras in real-time, LiveControl facilitates collaboration among users worldwide while significantly reducing production costs.

Troops is a developer of a revenue communications platform that enhances sales velocity, forecast accuracy, visibility, and collaboration for sales teams. The platform integrates with Salesforce to provide real-time transparency around sales data and operates as a Slackbot, enabling users to configure reports, communicate deal wins, and access information on both standard and custom Salesforce objects. By employing artificial intelligence, Troops allows users to create customizable notifications, view, and update data across various applications. This functionality helps sales teams receive actionable pipeline alerts and increases their overall sales activity.

Labelbox, Inc. is a technology company that specializes in providing an AI-driven platform for data labeling and management. Founded in 2018 and headquartered in San Francisco, California, the company enables businesses to outsource their data annotation needs, facilitating the creation and management of datasets essential for machine learning applications. The platform features a visual workflow interface, annotation tools, quality control capabilities, and performance analytics, which collectively streamline the data labeling process. Labelbox supports teams in utilizing the latest advancements in generative AI and large language models, ensuring that AI systems receive appropriate human oversight and automation. Its services are utilized by prominent enterprises, including Walmart, Procter & Gamble, Genentech, and Adobe, as well as numerous leading AI teams across various industries.

Spring Discovery, Inc. is a biotechnology company based in Palo Alto, California, that specializes in the development of a machine learning-based drug discovery platform. This platform is designed to expedite the identification of therapies targeting the biological processes of aging and related diseases. By focusing on the underlying mechanisms of aging, Spring Discovery aims to uncover new treatments for various age-related conditions, including cardiovascular and neurodegenerative diseases. The company's innovative approach seeks to enhance healthy lifespans and improve the quality of life for the aging population.

Perceptive Automata, Inc. is a technology company specializing in machine learning and computer vision solutions aimed at predicting human behavior in the context of automated driving. Founded in 2014 and located in Somerville, Massachusetts, the company addresses the complex challenges associated with the safe deployment of highly automated and fully autonomous vehicles, particularly in urban settings. Its advanced AI inference models allow vehicles to anticipate the actions of pedestrians, cyclists, and other drivers, enhancing safety and enabling smoother navigation in human-dominated environments. By integrating its software into autonomous driving systems, Perceptive Automata facilitates a more natural driving experience, which is crucial for the acceptance of autonomous vehicles and robotaxi services. The company's team comprises experts from prestigious institutions such as Harvard, MIT, and Stanford, reflecting a strong foundation in neuroscience and artificial intelligence.

Labelbox, Inc. is a technology company that specializes in providing an AI-driven platform for data labeling and management. Founded in 2018 and headquartered in San Francisco, California, the company enables businesses to outsource their data annotation needs, facilitating the creation and management of datasets essential for machine learning applications. The platform features a visual workflow interface, annotation tools, quality control capabilities, and performance analytics, which collectively streamline the data labeling process. Labelbox supports teams in utilizing the latest advancements in generative AI and large language models, ensuring that AI systems receive appropriate human oversight and automation. Its services are utilized by prominent enterprises, including Walmart, Procter & Gamble, Genentech, and Adobe, as well as numerous leading AI teams across various industries.

Outlier AI, Inc. operates an automated business analysis platform that delivers insights based on data for organizations in consumer packaged goods, e-commerce, retail, and pharmaceuticals. Founded in 2015 and based in Oakland, California, Outlier offers a solution that not only enables businesses to make informed decisions but also continuously monitors their data to alert users of unexpected changes. The platform helps optimize marketing efforts, tracks shifts in buyer segments, identifies product development issues, and uncovers insights across various data sets, allowing businesses to make strategic, data-driven decisions with greater ease.

Suki develops AI-driven voice solutions for healthcare providers. Its primary product, Suki Assistant, uses artificial intelligence and natural language processing to create detailed clinical notes during or after consultations, enabling physicians to complete administrative tasks more efficiently.

Etleap provides an ETL platform that lets data analytics teams build and maintain data pipelines from day one without extensive coding or engineering. Founded in 2012 and based in San Francisco, it automates most ETL setup and maintenance, reducing manual work and enabling analysts to own quick, ten-minute tasks. The tool collects data from diverse sources, cleans, structures, and manages it to simplify access to big data and improve data integration across warehouses, enhancing business value.

Spring Discovery, Inc. is a biotechnology company based in Palo Alto, California, that specializes in the development of a machine learning-based drug discovery platform. This platform is designed to expedite the identification of therapies targeting the biological processes of aging and related diseases. By focusing on the underlying mechanisms of aging, Spring Discovery aims to uncover new treatments for various age-related conditions, including cardiovascular and neurodegenerative diseases. The company's innovative approach seeks to enhance healthy lifespans and improve the quality of life for the aging population.

Kindred's mission is to build machines with human-like intelligence. Since its founding in 2014, Kindred has been exploring and engineering systems that enable robots to interact with the physical world, fulfilling the goal of bringing humans and intelligent machines together to solve real-world problems. Kindred has built an AI platform that integrates vision, grasping and placement to create autonomous solutions for complex commercial problems. With increased labor complexities in e-commerce fulfillment centers, Kindred developed a flagship product, SORT, to help retailers stay competitive. Kindred smart piece-picking SORT robots tackle a labor intensive part of the supply chain, which is Putwall Sortation, completing the manual task to pick and place items into separate customer orders. Kindred robots are currently in commercial use at e-commerce leaders including Gap, Inc., Carter’s and other global retailers. The Kindred SORT robots work alongside warehouse staff to quickly and accurately sort items into individual customer orders. Kindred has offices in San Francisco & Toronto.

Outlier AI, Inc. operates an automated business analysis platform that delivers insights based on data for organizations in consumer packaged goods, e-commerce, retail, and pharmaceuticals. Founded in 2015 and based in Oakland, California, Outlier offers a solution that not only enables businesses to make informed decisions but also continuously monitors their data to alert users of unexpected changes. The platform helps optimize marketing efforts, tracks shifts in buyer segments, identifies product development issues, and uncovers insights across various data sets, allowing businesses to make strategic, data-driven decisions with greater ease.

Stockwell AI, Inc. operates automated retail stores that provide everyday essentials in convenient locations such as offices, apartments, gyms, and college campuses. Founded in 2016 and based in Oakland, California, the company utilizes advanced technology, including computer vision and machine learning, to facilitate transactions through its Bodega application. This app allows users to link their payment methods and easily access items within the automated stores. Stockwell AI focuses on enhancing the retail experience by combining the convenience of online shopping with the immediacy of in-person purchases. The company offers smart vending machines stocked with non-perishable grocery items, aiming to save consumers time and reduce the costs associated with traditional shopping methods. In July 2018, Stockwell AI changed its name from Bodega AI and now operates as a subsidiary of 365 Retail Markets, LLC.

Clara Labs is a technology company that specializes in developing Clara, an online platform designed to facilitate meeting scheduling via email for enterprises and their employees. Founded in 2014 and based in San Francisco, California, Clara Labs has been recognized for its innovative contributions to human-in-the-loop natural language processing systems and for creating one of the earliest successful conversational user experience products. In 2019, the company was acquired by Third Street Data, Inc., which subsequently became a subsidiary of TopFunnel. This acquisition allowed TopFunnel to continue operating Clara's services, while Twitter secured the research and development talent along with certain intellectual property for its content moderation efforts.

Perceptive Automata, Inc. is a technology company specializing in machine learning and computer vision solutions aimed at predicting human behavior in the context of automated driving. Founded in 2014 and located in Somerville, Massachusetts, the company addresses the complex challenges associated with the safe deployment of highly automated and fully autonomous vehicles, particularly in urban settings. Its advanced AI inference models allow vehicles to anticipate the actions of pedestrians, cyclists, and other drivers, enhancing safety and enabling smoother navigation in human-dominated environments. By integrating its software into autonomous driving systems, Perceptive Automata facilitates a more natural driving experience, which is crucial for the acceptance of autonomous vehicles and robotaxi services. The company's team comprises experts from prestigious institutions such as Harvard, MIT, and Stanford, reflecting a strong foundation in neuroscience and artificial intelligence.

Upstart is a fintech company that operates an AI-driven lending platform. Founded in 2012, it connects consumers with banks and investors through its platform, offering personal loans, automotive financing, home equity lines of credit, and small-dollar loans. Upstart's proprietary underwriting model considers various factors to assess borrowers' creditworthiness, enabling higher approval rates and lower loss rates.

Numerai, LLC is a hedge fund firm founded in 2015 and based in San Francisco, California. It operates a unique investment approach by leveraging a global network of data scientists to develop predictive models for the stock market. The company transforms and regularizes financial data into machine learning challenges, allowing participants to engage in data science tournaments focused on stock market predictions. This innovative platform not only facilitates the creation of sophisticated investment strategies but also promotes a collaborative environment where data scientists can contribute to the firm's investment decisions. Through this model, Numerai aims to enhance investment returns and foster profitable outcomes for its investors.

Uplevel Security, Inc. is a cybersecurity company that specializes in developing an incident analysis and response platform designed to enhance security operations for enterprises. Founded in 2014 and headquartered in New York, the company employs graph theory and machine learning to contextualize both incoming and historical security data, enabling organizations to predict future attacks based on past incidents. Uplevel Security's platform allows users to manage incidents, automate investigation workflows, and optimize security controls while integrating seamlessly with existing security infrastructure. By providing a system of record for security data and facilitating the extraction of meaningful insights from large volumes of cybersecurity information, Uplevel Security empowers security teams to improve their efficiency and effectiveness in protecting against threats.

Troops is a developer of a revenue communications platform that enhances sales velocity, forecast accuracy, visibility, and collaboration for sales teams. The platform integrates with Salesforce to provide real-time transparency around sales data and operates as a Slackbot, enabling users to configure reports, communicate deal wins, and access information on both standard and custom Salesforce objects. By employing artificial intelligence, Troops allows users to create customizable notifications, view, and update data across various applications. This functionality helps sales teams receive actionable pipeline alerts and increases their overall sales activity.

Pattern is a intelligent workspace geared towards sales teams. It prepares research for the user, streamlining the process with built in templates. Pattern can also confirm meetings, automate follow-ups, update stale records and research accounts. Lastly, Pattern uses machine learning to surface risk and momentum signals in your pipeline using data from email, calendar, and Salesforce.

Zodiac Inc. is a predictive analytics company that specializes in forecasting individualized customer lifetime value using real-time sales data. Founded in 2015 and headquartered in Philadelphia, Pennsylvania, Zodiac provides a cloud-based analytics platform that enables businesses to make informed marketing decisions based on accurate predictions of future sales volumes and customer behavior. By employing advanced data models and behavioral analysis, the company helps organizations optimize their marketing campaigns, enhance sales forecasting, and focus resources on acquiring and retaining high-value customers. Initially known as CLVMetrics, Inc., Zodiac operates as a subsidiary of NIKE, Inc. as of March 2018.

Upstart is a fintech company that operates an AI-driven lending platform. Founded in 2012, it connects consumers with banks and investors through its platform, offering personal loans, automotive financing, home equity lines of credit, and small-dollar loans. Upstart's proprietary underwriting model considers various factors to assess borrowers' creditworthiness, enabling higher approval rates and lower loss rates.

GumGum, Inc. is a technology company based in Santa Monica, California, that specializes in artificial intelligence, particularly in computer vision and natural language processing. Founded in 2006, the company focuses on unlocking the value of visual content generated across various platforms, including the web and broadcast television. GumGum provides a range of services, such as in-image advertising, influencer marketing, targeted media buying, and site monetization. Its flagship products include GumGum Visual Intelligence, a platform for real-time visual listening that assists brands in identifying and activating online imagery, and AdBuilder, which allows brands to create and manage in-image and in-screen advertisements. By using advanced machine learning and deep learning technologies, GumGum enhances contextual advertising and aids marketers in maximizing the media value of their investments. The company maintains a presence with additional offices in major cities across the United States, as well as locations in London and Sydney.

Clara Labs is a technology company that specializes in developing Clara, an online platform designed to facilitate meeting scheduling via email for enterprises and their employees. Founded in 2014 and based in San Francisco, California, Clara Labs has been recognized for its innovative contributions to human-in-the-loop natural language processing systems and for creating one of the earliest successful conversational user experience products. In 2019, the company was acquired by Third Street Data, Inc., which subsequently became a subsidiary of TopFunnel. This acquisition allowed TopFunnel to continue operating Clara's services, while Twitter secured the research and development talent along with certain intellectual property for its content moderation efforts.

Koru is a developer of a predictive recruitment processing platform that aims to revolutionize talent acquisition. The company's software evaluates applicants based on key performance indicators that are more indicative of early career success than traditional metrics such as GPA or college reputation. Koru has identified and measures essential skills, known as the Koru7, which include Grit, Rigor, Impact, Teamwork, Curiosity, Ownership, and Polish. This innovative approach allows recruiters to efficiently screen and select top-tier candidates while promoting diversity and reducing the costs associated with poor hiring decisions. Koru's clients have reported significant improvements, with increases of 30-60% in high-performing hires and substantial returns on investment.

Caspida, Inc. is a cyber-security and threat detection company based in Palo Alto, California, founded in 2014. The company specializes in identifying and preventing hidden threats within corporate networks, encompassing SaaS/cloud and mobile environments. Caspida employs advanced machine learning, behavioral modeling, and real-time statistical analysis to detect threats originating from users, devices, or applications. Its innovative approach allows for the detection of the entire cyber threat kill chain, including advanced persistent threats, new malware, and unpredictable insider threats, without relying on traditional methods such as rules or signatures. The company offers solutions for various security concerns, including intellectual property theft, data exfiltration, account hijacking, fraud detection, and malware detection. As of 2015, Caspida operates as a subsidiary of Splunk, Inc.

Koru is a developer of a predictive recruitment processing platform that aims to revolutionize talent acquisition. The company's software evaluates applicants based on key performance indicators that are more indicative of early career success than traditional metrics such as GPA or college reputation. Koru has identified and measures essential skills, known as the Koru7, which include Grit, Rigor, Impact, Teamwork, Curiosity, Ownership, and Polish. This innovative approach allows recruiters to efficiently screen and select top-tier candidates while promoting diversity and reducing the costs associated with poor hiring decisions. Koru's clients have reported significant improvements, with increases of 30-60% in high-performing hires and substantial returns on investment.

Civitas Learning, Inc. is an education technology company that provides a predictive analytics platform aimed at enhancing student success across higher education institutions. Founded in 2011 and based in Austin, Texas, the company offers a suite of tools designed to aggregate and analyze disparate data sources throughout the student journey. Its student insights platform enables institutions to gain a comprehensive view of student experiences, while applications like Illume and Inspire for Faculty deliver real-time insights into student engagement and predictive student flow. Civitas Learning also offers Hoot.me, a crowd-sourced question-and-answer platform, and College Scheduler, which simplifies degree completion processes for students. The company serves approximately 375 colleges and universities, impacting nearly 8 million students across the United States, the United Kingdom, Ireland, and Mexico, with the goal of helping institutions graduate an additional million students annually by 2025.

Upstart is a fintech company that operates an AI-driven lending platform. Founded in 2012, it connects consumers with banks and investors through its platform, offering personal loans, automotive financing, home equity lines of credit, and small-dollar loans. Upstart's proprietary underwriting model considers various factors to assess borrowers' creditworthiness, enabling higher approval rates and lower loss rates.

Upstart is a fintech company that operates an AI-driven lending platform. Founded in 2012, it connects consumers with banks and investors through its platform, offering personal loans, automotive financing, home equity lines of credit, and small-dollar loans. Upstart's proprietary underwriting model considers various factors to assess borrowers' creditworthiness, enabling higher approval rates and lower loss rates.

GumGum, Inc. is a technology company based in Santa Monica, California, that specializes in artificial intelligence, particularly in computer vision and natural language processing. Founded in 2006, the company focuses on unlocking the value of visual content generated across various platforms, including the web and broadcast television. GumGum provides a range of services, such as in-image advertising, influencer marketing, targeted media buying, and site monetization. Its flagship products include GumGum Visual Intelligence, a platform for real-time visual listening that assists brands in identifying and activating online imagery, and AdBuilder, which allows brands to create and manage in-image and in-screen advertisements. By using advanced machine learning and deep learning technologies, GumGum enhances contextual advertising and aids marketers in maximizing the media value of their investments. The company maintains a presence with additional offices in major cities across the United States, as well as locations in London and Sydney.

Civitas Learning, Inc. is an education technology company that provides a predictive analytics platform aimed at enhancing student success across higher education institutions. Founded in 2011 and based in Austin, Texas, the company offers a suite of tools designed to aggregate and analyze disparate data sources throughout the student journey. Its student insights platform enables institutions to gain a comprehensive view of student experiences, while applications like Illume and Inspire for Faculty deliver real-time insights into student engagement and predictive student flow. Civitas Learning also offers Hoot.me, a crowd-sourced question-and-answer platform, and College Scheduler, which simplifies degree completion processes for students. The company serves approximately 375 colleges and universities, impacting nearly 8 million students across the United States, the United Kingdom, Ireland, and Mexico, with the goal of helping institutions graduate an additional million students annually by 2025.

GumGum, Inc. is a technology company based in Santa Monica, California, that specializes in artificial intelligence, particularly in computer vision and natural language processing. Founded in 2006, the company focuses on unlocking the value of visual content generated across various platforms, including the web and broadcast television. GumGum provides a range of services, such as in-image advertising, influencer marketing, targeted media buying, and site monetization. Its flagship products include GumGum Visual Intelligence, a platform for real-time visual listening that assists brands in identifying and activating online imagery, and AdBuilder, which allows brands to create and manage in-image and in-screen advertisements. By using advanced machine learning and deep learning technologies, GumGum enhances contextual advertising and aids marketers in maximizing the media value of their investments. The company maintains a presence with additional offices in major cities across the United States, as well as locations in London and Sydney.

Aster Data Systems is a leader in big data management and analysis, specializing in providing innovative solutions for data-driven applications. The company's flagship product, nCluster, features a Massively Parallel Processing (MPP) data warehouse architecture that integrates application logic directly within the database engine, enabling rapid and comprehensive analysis of large datasets. Aster Data's unique "applications-within" approach utilizes its proprietary SQL-MapReduce technology, allowing for efficient parallel data processing to tackle the complexities of big data. The company offers a range of services including analytics, data loading optimization, query performance enhancement, and consulting. Headquartered in San Carlos, California, Aster Data serves a diverse clientele, including notable firms such as Coremetrics, MySpace, and Akamai.

GumGum, Inc. is a technology company based in Santa Monica, California, that specializes in artificial intelligence, particularly in computer vision and natural language processing. Founded in 2006, the company focuses on unlocking the value of visual content generated across various platforms, including the web and broadcast television. GumGum provides a range of services, such as in-image advertising, influencer marketing, targeted media buying, and site monetization. Its flagship products include GumGum Visual Intelligence, a platform for real-time visual listening that assists brands in identifying and activating online imagery, and AdBuilder, which allows brands to create and manage in-image and in-screen advertisements. By using advanced machine learning and deep learning technologies, GumGum enhances contextual advertising and aids marketers in maximizing the media value of their investments. The company maintains a presence with additional offices in major cities across the United States, as well as locations in London and Sydney.

Aster Data Systems is a leader in big data management and analysis, specializing in providing innovative solutions for data-driven applications. The company's flagship product, nCluster, features a Massively Parallel Processing (MPP) data warehouse architecture that integrates application logic directly within the database engine, enabling rapid and comprehensive analysis of large datasets. Aster Data's unique "applications-within" approach utilizes its proprietary SQL-MapReduce technology, allowing for efficient parallel data processing to tackle the complexities of big data. The company offers a range of services including analytics, data loading optimization, query performance enhancement, and consulting. Headquartered in San Carlos, California, Aster Data serves a diverse clientele, including notable firms such as Coremetrics, MySpace, and Akamai.

Aster Data Systems is a leader in big data management and analysis, specializing in providing innovative solutions for data-driven applications. The company's flagship product, nCluster, features a Massively Parallel Processing (MPP) data warehouse architecture that integrates application logic directly within the database engine, enabling rapid and comprehensive analysis of large datasets. Aster Data's unique "applications-within" approach utilizes its proprietary SQL-MapReduce technology, allowing for efficient parallel data processing to tackle the complexities of big data. The company offers a range of services including analytics, data loading optimization, query performance enhancement, and consulting. Headquartered in San Carlos, California, Aster Data serves a diverse clientele, including notable firms such as Coremetrics, MySpace, and Akamai.

David AI is a technology company that specializes in transforming audio data into valuable insights. It develops an AI-powered platform designed to help businesses manage and analyze multimodal data, enabling them to create high-quality, proprietary datasets for AI model training. The platform automates data labeling, qualifies and manages data quality, and generates metadata to track data origin and changes. This allows clients to enhance their AI models, detect and remove irrelevant or duplicated data, and create new revenue streams.