SV Angel

OpenGradient is a pioneering platform that enables secure execution of open-source AI models, employs agentic reasoning, and facilitates application deployment without permission. It offers a decentralized AI platform with native model hosting, permissionless composability, and secure inference execution, aiming to accelerate open-source AI by democratizing model ownership, improving verifiability guarantees, and promoting censorship-resistant model access. The platform's heterogeneous AI compute architecture and proprietary library, NeuroML, scale secure AI workflows with features like inference, agentic reasoning, and statistical analysis. Additionally, OpenGradient provides a web portal and SDK for Web2 developers to leverage its AI stack, offering the security and composability benefits of decentralized infrastructure without navigating blockchain complexities.

OpenGradient is a pioneering platform that enables secure execution of open-source AI models, employs agentic reasoning, and facilitates application deployment without permission. It offers a decentralized AI platform with native model hosting, permissionless composability, and secure inference execution, aiming to accelerate open-source AI by democratizing model ownership, improving verifiability guarantees, and promoting censorship-resistant model access. The platform's heterogeneous AI compute architecture and proprietary library, NeuroML, scale secure AI workflows with features like inference, agentic reasoning, and statistical analysis. Additionally, OpenGradient provides a web portal and SDK for Web2 developers to leverage its AI stack, offering the security and composability benefits of decentralized infrastructure without navigating blockchain complexities.

Reducto is a company that specializes in transforming unstructured documents into structured formats through its advanced API. This technology is particularly beneficial for retrieval augmented generation (RAG) and process automation, allowing users to break down complex documents into manageable segments. By optimizing these segments for compatibility with various vector databases and large language model (LLM) retrieval systems, Reducto enhances the efficiency and effectiveness of document processing. Its platform supports users in improving RAG performance, making it a valuable tool for organizations that rely on data processing and information retrieval.

Protege is an AI training data platform that connects data holders with vetted data users.

Reworkd is an AI-driven automation platform focused on simplifying business processing workflows through advanced data extraction tools. By utilizing artificial intelligence, the platform automatically generates code to extract specific data from web pages, eliminating the need for manual coding and enhancing efficiency. Additionally, it manages request frequencies to prevent blocks from websites, allowing market research teams to gather valuable insights effectively. Reworkd is committed to democratizing access to AI technology, ensuring that its capabilities are available to a broad audience and driven by community engagement.

Distributional is a developer of an AI testing and evaluation platform focused on ensuring that artificial intelligence systems are safe, reliable, and secure. The company offers tools for continuous monitoring, which include generating test cases and analyzing results. These tools help organizations ensure that their AI systems perform as expected, thereby fostering trust in AI technologies. By providing these capabilities, Distributional enables customers to deploy AI products more frequently and effectively, allowing them to fully leverage the potential benefits of AI within their operations.

Kumo.AI is a software-as-a-service platform specializing in artificial intelligence tailored for contemporary data management. The platform is designed to analyze relationships and patterns within data, leveraging machine learning to facilitate predictive modeling. By integrating seamlessly with modern cloud data warehouses, Kumo.AI supports a variety of graph formats, including nodes, edges, and properties. This functionality empowers scientists and analysts to generate faster, simpler, and more accurate predictions, enhancing decision-making processes across various industries.

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.

Kumo.AI is a software-as-a-service platform specializing in artificial intelligence tailored for contemporary data management. The platform is designed to analyze relationships and patterns within data, leveraging machine learning to facilitate predictive modeling. By integrating seamlessly with modern cloud data warehouses, Kumo.AI supports a variety of graph formats, including nodes, edges, and properties. This functionality empowers scientists and analysts to generate faster, simpler, and more accurate predictions, enhancing decision-making processes across various industries.

Nanonets is an AI-driven company specializing in automating document processing and data extraction workflows. By utilizing advanced Optical Character Recognition (OCR) and deep learning models, Nanonets assists businesses in managing document-intensive processes such as accounts payable, order processing, and insurance underwriting. The platform effectively processes unstructured documents—such as invoices, receipts, and contracts—transforming them into structured data. Nanonets integrates seamlessly with existing systems through APIs, significantly reducing manual effort by up to 90% while delivering high accuracy and efficiency. The solution not only enhances productivity but also offers substantial cost savings, making it a valuable tool for organizations looking to streamline their operations without the need for complex database management.

Embark offers dog DNA testing that ends preventable diseases in dogs. It was founded by top experts in genomics, computational biology, and software design to sell an industry-leading dog DNA test. They use a clinical-grade CLIA-certified SNP chip to provide the most accurate and comprehensive results (200,000+ genetic markers) available on the market. Their data contributes to proprietary genetics research that will help dog owners optimize nutrition, exercise, allergies, and prevent a variety of heritable conditions. Their technological advantage, intellectual capital, and research-focus enable them to push canine health toward our shared vision of preventative veterinary care.

Osmos is a developer of an artificial intelligence-powered platform designed to facilitate cross-company data collaboration securely and efficiently. The platform specializes in real-time data transformations, allowing users to seamlessly import and share data with external parties and systems. Its unique features include embeddable uploaders and a no-code interface that enables end-users to manage data without requiring technical expertise. Osmos employs advanced program synthesis to automatically learn and execute complex data transformations, such as conditional logic and multi-column joins, thereby eliminating the need for engineers to handle data wrangling. This streamlined approach helps companies of all sizes enhance their data relationships with customers, vendors, and partners.

HumanFirst is a developer of an AI-powered software-as-a-service platform that aims to enhance patient-centered clinical trials through the use of precision digital measures, including digital biomarkers and electronic clinical outcome assessments. The platform, recognized as the largest of its kind, provides biopharma companies with valuable insights and validated evidence data to streamline drug development processes. By facilitating the integration of digital health technologies, HumanFirst supports pharmaceutical organizations in improving research efficiency and accelerating the deployment of innovative treatments. The platform has been utilized by 22 of the 25 largest pharmaceutical companies worldwide, underscoring its significance in advancing human-centric research and development.

Metaphor is a search and discovery platform tailored for data scientists, data engineers, and AI practitioners. It facilitates better understanding and management of data through a comprehensive metadata knowledge graph. The platform integrates technical metadata with behavioral and social metadata, enabling users to easily access and leverage open-source projects. By streamlining the data discovery process, Metaphor aims to enhance the efficiency and effectiveness of its users in navigating complex data landscapes.

Splitgraph is a developer of integrated data catalog software that enables users to combine multiple data sources into reproducible data images. The platform features an HTTP API and a PostgreSQL-compatible endpoint, allowing users to run queries on datasets using familiar PostgreSQL syntax. It utilizes columnar storage, optimizing it for fast aggregation queries, making it suitable for modern web applications. Splitgraph's indexes include diverse data sources, such as live databases and versioned data snapshots, facilitating a seamless connection to a data delivery network. This functionality empowers data scientists and engineers to create, share, and extend datasets in a straightforward and reproducible manner.

You.com is an innovative AI-powered search engine founded by leading AI researchers. It utilizes a Large Language Model to generate personalized, human-like responses to user queries. The platform features various AI tools, including YouChat, YouCode, YouWrite, and YouImagine, which assist users in web searches, content creation, image generation, and code development. Emphasizing data privacy, You.com delivers real-time results and concise summaries while filtering out irrelevant information, fake reviews, and advertisements. This focus on efficiency enables users to access accurate information quickly, enhancing productivity and streamlining complex research tasks.

Census is a data activation platform that specializes in synchronizing data warehouses with customer relationship management and operational tools. By utilizing Reverse ETL technology, Census enables businesses to transform their data into actionable insights without the need for custom scripts or significant engineering resources. This functionality allows marketing and sales teams to access and utilize reliable customer data effectively. Numerous companies, such as Fivetran, Canva, Sonos, and Figma, leverage Census to enhance their operations, leading to significant improvements like personalized marketing for millions of users, a tenfold increase in sales productivity, and a substantial reduction in support response times. Through its platform, Census aims to facilitate better decision-making and operational efficiency for its clients.

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.

HumanFirst is a developer of an AI-powered software-as-a-service platform that aims to enhance patient-centered clinical trials through the use of precision digital measures, including digital biomarkers and electronic clinical outcome assessments. The platform, recognized as the largest of its kind, provides biopharma companies with valuable insights and validated evidence data to streamline drug development processes. By facilitating the integration of digital health technologies, HumanFirst supports pharmaceutical organizations in improving research efficiency and accelerating the deployment of innovative treatments. The platform has been utilized by 22 of the 25 largest pharmaceutical companies worldwide, underscoring its significance in advancing human-centric research and development.

Nebulous, Inc. is a Boston-based company founded in 2014 that specializes in developing blockchain hardware and software infrastructure for the decentralized internet. The company is known for its flagship product, Sia, a decentralized cloud storage platform that utilizes blockchain technology to create a marketplace for data storage. Additionally, Nebulous offers Skynet, a decentralized content delivery network (CDN) and file-sharing platform aimed at developers, along with SiaStream, which provides affordable storage solutions for media files to enable fast streaming. As a core contributor and maintainer of the open-source Skynet project, Nebulous plays a significant role in advancing the decentralized web ecosystem.

Aether Bio is a technology company that focuses on re-purposing enzymes to create new compounds using machine learning. By integrating machine learning with high-throughput robotic laboratories, Aether Bio engineers enzymes rapidly and enables massively parallelized experimentation. This innovative approach generates significantly larger datasets compared to competitors, allowing researchers to manufacture complex and novel products more efficiently and at a lower cost. The company's technology aims to provide healthcare institutions with sustainable and affordable chemicals and materials essential for their operations.

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.

Tecton offers an enterprise-ready feature store that addresses the unique data requirements of machine learning. By providing a robust data platform, Tecton enables machine learning teams to efficiently build, serve, and scale features for production use. The platform allows users to construct features from various data sources, including batch, streaming, and real-time data, facilitating the sharing, reuse, and deployment of models. This capability empowers data scientists and organizations to automate decisions at high speed, enhance customer experiences, and transform business processes. Tecton's focus on optimizing the data layer for machine learning aims to help companies develop superior models more rapidly, driving significant business outcomes.

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.

DIRT Protocol is a platform designed for decentralized curation of trusted data sets, founded in 2017 and based in the United States. It operates by allowing users to contribute information similarly to how Wikipedia functions, while implementing a unique token staking mechanism to promote accuracy and honesty. Contributors must deposit tokens to submit data, which can be challenged by others if deemed incorrect. This system incentivizes users to provide accurate information, as correct data can be freely shared and incorrect data can be contested for rewards. By utilizing these principles, DIRT Protocol aims to create a reliable and accessible repository of information while discouraging the persistence of misinformation.

Etleap Inc., founded in 2012 and headquartered in San Francisco, California, offers an innovative ETL solution designed to streamline the creation of data pipelines. The company's software allows data analytics teams to efficiently collect, combine, and manage data from various sources without the need for extensive coding or engineering expertise. By automating much of the ETL setup and maintenance, Etleap simplifies these processes into manageable tasks that can be completed in about ten minutes, empowering analysts to take ownership of their data projects. This approach not only reduces the time required to integrate data but also enhances the overall productivity of analytics teams, ultimately increasing the business value derived from big data.

Amperon Holdings, Inc., established in 2017 and headquartered in New York, NY, with an additional office in Houston, TX, operates in the technology sector. The company specializes in developing predictive tools for energy retailers and grid operators, leveraging smart meters and artificial intelligence to provide real-time operational grid intelligence. Amperon's platform offers real-time electricity demand forecasts, enabling energy suppliers and utilities to manage costs efficiently, even in the face of grid volatility caused by factors such as global pandemics, climate disasters, or complex grid dynamics.

Tecton offers an enterprise-ready feature store that addresses the unique data requirements of machine learning. By providing a robust data platform, Tecton enables machine learning teams to efficiently build, serve, and scale features for production use. The platform allows users to construct features from various data sources, including batch, streaming, and real-time data, facilitating the sharing, reuse, and deployment of models. This capability empowers data scientists and organizations to automate decisions at high speed, enhance customer experiences, and transform business processes. Tecton's focus on optimizing the data layer for machine learning aims to help companies develop superior models more rapidly, driving significant business outcomes.

Armorblox, Inc., founded in 2017 and headquartered in Cupertino, California, specializes in data security solutions that focus on safeguarding the human layer of organizations. The company utilizes advanced techniques in machine learning and artificial intelligence to protect against identity-based attacks and prevent data loss. As a venture-backed startup, Armorblox aims to enhance cybersecurity measures for businesses through innovative technology.

Embark offers dog DNA testing that ends preventable diseases in dogs. It was founded by top experts in genomics, computational biology, and software design to sell an industry-leading dog DNA test. They use a clinical-grade CLIA-certified SNP chip to provide the most accurate and comprehensive results (200,000+ genetic markers) available on the market. Their data contributes to proprietary genetics research that will help dog owners optimize nutrition, exercise, allergies, and prevent a variety of heritable conditions. Their technological advantage, intellectual capital, and research-focus enable them to push canine health toward our shared vision of preventative veterinary care.

Nanonets is an AI-driven company specializing in automating document processing and data extraction workflows. By utilizing advanced Optical Character Recognition (OCR) and deep learning models, Nanonets assists businesses in managing document-intensive processes such as accounts payable, order processing, and insurance underwriting. The platform effectively processes unstructured documents—such as invoices, receipts, and contracts—transforming them into structured data. Nanonets integrates seamlessly with existing systems through APIs, significantly reducing manual effort by up to 90% while delivering high accuracy and efficiency. The solution not only enhances productivity but also offers substantial cost savings, making it a valuable tool for organizations looking to streamline their operations without the need for complex database management.

TalkIQ is a company that specializes in voice-to-text transcription and analytics, providing insights derived from customer conversations across various industries. Since its inception in 2014, TalkIQ has utilized advanced deep-learning algorithms and proprietary speech recognition technology to enhance business operations. Its platform features a user-friendly dashboard that synthesizes conversations, offering real-time recommendations and predictive analytics. This enables businesses to identify key moments during customer interactions, such as recognizing purchase intent and managing objections, ultimately optimizing sales processes and improving customer service. TalkIQ's solutions aim to enhance productivity by facilitating quick access to actionable data and insights. The company is supported by notable Silicon Valley venture capital firms and advised by experts with extensive experience in speech and language recognition.

Ascend.io, based in Palo Alto, California, offers an advanced platform designed to streamline big data analytics and engineering workflows. The platform integrates essential capabilities such as data ingestion, transformation, delivery, orchestration, and observability into a unified solution, enabling data teams to operate significantly faster. By leveraging declarative configurations and automation, Ascend.io manages cloud infrastructure, optimizes data pipelines, and reduces maintenance throughout the data lifecycle. This innovative approach supports business managers in initiating projects and making informed decisions by simplifying connections to various applications. Recognized as a 2021 Gartner Cool Vendor, Ascend.io is supported by prominent venture capital firms and notable advisors in the tech industry.

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.

Zeitview is an aerial data analytics platform that delivers drone services tailored for the energy and infrastructure sectors. The company employs artificial intelligence and machine learning to analyze visual data, providing actionable insights that enhance the performance and longevity of various assets. Zeitview's software is designed to monitor construction progress, assess rooftop conditions, and maintain the health of solar facilities through detailed inspections. It caters to a diverse range of industries, including solar, wind, property management, telecommunications, and utilities. By offering fast and accurate inspections, Zeitview aims to reduce costs and improve operational efficiency for its clients, enabling them to make informed, near-real-time decisions regarding their assets.

SolveBio specializes in genomic intelligence, providing a platform that facilitates the integration and management of genomic data for pharmaceutical, biotech, and diagnostic organizations. By enabling these entities to connect and utilize both internal and external genomic information, SolveBio supports innovation in precision medicine and advances human health. The platform allows clients to access and distribute genomic reference data at scale, creating a dynamic interface that enhances the use of third-party information assets. This approach empowers organizations to drive discovery and improve decision-making in the rapidly evolving field of genomics.

Theorem operates an investment management platform that leverages machine learning and data science to invest in loans from online lending platforms. Founded in 2014, the company initially managed $50,000 in assets and has since grown to manage over $800 million in assets under management, with a significant increase over the past few years. Theorem's approach combines statistical analysis with credit assessments and human insights, which enables it to generate strong yields across various economic conditions. This dual focus benefits both investors, who receive attractive returns, and borrowers, who gain access to low-interest loans. The leadership team includes experienced professionals with backgrounds in finance and technology.

Iodine, Inc. is a San Francisco-based company that specializes in providing online healthcare data to empower consumers in making informed decisions about medications. Founded in 2013, the company utilizes clinical data from open government datasets, such as those from the FDA and CMS, to develop tools that enhance drug-related decision-making and adherence to prescribed therapies. One of its key offerings is Med Labels, which allows users to search and read FDA product labels online. Iodine addresses a significant gap in the market, as many internet users seek reliable drug information but often find existing resources inadequate. By focusing on user needs rather than advertising revenue, Iodine aims to improve health outcomes and optimize therapeutic choices for individuals navigating their healthcare options.

Wizeline is a global technology services provider, established in 2013 and headquartered in San Francisco, California. The company specializes in developing high-end digital products and platforms, allowing organizations to accelerate their time to market. Wizeline offers consulting services that leverage data to prioritize product features algorithmically, which helps clients in modernizing core technologies and enhancing data-driven capabilities. Additionally, Wizeline is committed to improving user experience for its customers, ensuring that they can effectively navigate the demands of the digital landscape. By partnering with businesses, Wizeline supports their efforts to build effective product solutions and achieve measurable outcomes.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.

Usermind, Inc. is a technology company that offers a unified orchestration platform aimed at enhancing business operations and customer journeys. Established in 2013 and headquartered in Seattle, Washington, Usermind addresses issues associated with siloed enterprise systems and fragmented customer data. Its platform integrates various SaaS applications and on-premise systems, facilitating entity mapping and automating complex customer interactions. Additionally, it provides comprehensive analytics on business processes, which empowers companies to deliver data-driven, omnichannel customer engagement throughout the entire customer lifecycle. Usermind's solutions enable businesses to optimize personalized interactions, enhance customer experiences, and ultimately drive revenue growth while reducing costs. The company was founded by technology veterans Michel Feaster and Przemek Pardyak and is supported by prominent venture capital firms.

Elastic is a technology company that develops and distributes the Elastic Stack, an open-source suite of products including Elasticsearch, a distributed search and analytics engine, along with Kibana, Beats, and Logstash. The company also offers X-Pack, a commercial plugin for the Elastic Stack, and Elastic Cloud, a family of SaaS offerings. With over 250 million cumulative downloads, Elastic's products are used by thousands of organizations worldwide for search, logging, metrics, and security use cases. Backed by prominent investors, Elastic has a distributed workforce of over 900 employees across 30 countries.

Tubular is the leading global video measurement and analytics platform that powers broadcasters, publishers, and brands to create successful content and scale audiences faster. We provide the most complete picture of what video consumers watch and enable companies to grow digital audiences and sell brand integrations to win in the ever evolving world of video. Tubular’s software tracks over 4 Billion videos, 1 Trillion Views, 10 Million influencers, 90K brands, 40K media, and 48 Billion sponsored video views. In total, that’s over 350 Million more videos analyzed per month than our closest competitor. We know it’s not just about data, it’s about insights, and that’s why we’re trusted by 7 of the top 10 global media companies, who make strategic decisions every day based on Tubular software.

Judicata is a technology company specializing in legal data analysis. It transforms unstructured court opinions into structured data using advanced case law parsing and algorithmic review. The company then employs this data to develop legal research and analytics tools, enhancing attorneys' ability to navigate and interpret vast amounts of information, ultimately aiding in their decision-making processes.

Priceonomics Inc. is a company that specializes in providing price guides for a wide range of used products, facilitating informed buying and selling decisions. Founded in 2011 and based in San Francisco, California, Priceonomics offers price estimates for various categories, including appliances, automotive, electronics, furniture, and sporting goods. By analyzing historical transaction data from online marketplaces, the company generates reliable estimates that help users determine fair prices for items they wish to buy or sell. Priceonomics aims to expand its offerings to include additional categories, such as computers and baby products, ensuring that users can navigate the second-hand market with confidence and avoid overpaying or getting ripped off.

Stitch, Inc. is a managed ETL service designed for developers and small businesses, enabling seamless integration of various data sources. Founded in 2016 and headquartered in Philadelphia, Pennsylvania, Stitch facilitates the connection to a range of databases, such as MongoDB and MySQL, as well as SaaS tools like Salesforce and Zendesk. By streamlining the process of data replication to warehouses, Stitch allows developers to provision data for analysts and team members swiftly, often within minutes. The company operates as a subsidiary of Talend Inc. since November 2018.

RJMetrics is a developer of cloud-based business intelligence software that addresses the analytical challenges faced by high-growth online businesses. It consolidates data from various sources, including e-commerce platforms, marketing systems, and customer relationship management tools, which are often siloed and difficult to analyze. The platform offers an intuitive user interface that enables users to explore and act on their data effectively. By providing a comprehensive view of the customer life-cycle and actionable insights, RJMetrics equips businesses to make informed, data-driven decisions.

Priceonomics Inc. is a company that specializes in providing price guides for a wide range of used products, facilitating informed buying and selling decisions. Founded in 2011 and based in San Francisco, California, Priceonomics offers price estimates for various categories, including appliances, automotive, electronics, furniture, and sporting goods. By analyzing historical transaction data from online marketplaces, the company generates reliable estimates that help users determine fair prices for items they wish to buy or sell. Priceonomics aims to expand its offerings to include additional categories, such as computers and baby products, ensuring that users can navigate the second-hand market with confidence and avoid overpaying or getting ripped off.

Kaggle Inc. is a prominent platform that facilitates data prediction competitions, allowing organizations to submit their datasets for analysis by a global community of data scientists. Established in 2010 and headquartered in San Francisco, Kaggle serves a diverse range of sectors, including pharmaceuticals, financial services, energy, information technology, and retail. The platform not only hosts competitions but also provides access to datasets, models, and coding resources, enabling users to collaboratively execute and refine their data science projects. Additionally, Kaggle Prospect, one of its offerings, assists companies and government entities in transforming raw data into actionable insights. As a subsidiary of Google, Kaggle continues to foster innovation in data science, positioning itself as a vital resource for professionals seeking to address complex challenges across various industries.

Freshplum is a provider of data analytic software focused on enhancing decision-making for companies engaged in electronic commerce. By offering revenue analytic tools, Freshplum aims to empower businesses that sell goods and services online, enabling them to leverage data science for improved operational insights and performance.

RethinkDB is an open-source distributed database management platform designed specifically for the realtime web. It enables developers to build scalable applications more efficiently by allowing the database to push updated query results directly to applications, eliminating the need for constant polling. RethinkDB supports data storage in JSON documents and features a user-friendly query language that includes capabilities such as table joins and groupBy. The platform is built for reliability across various workloads and edge cases, providing users with the tools to manage clusters effectively, monitor production environments with live statistics, and gain complete visibility into ongoing tasks. This combination of features allows RethinkDB to facilitate the rapid development of realtime applications while maintaining simplicity and scalability.

140 Proof is a mobile-based software platform specializing in social advertising by leveraging individuals' social activities to identify interests and deliver targeted advertisements. Founded in 2010, the company utilizes its proprietary Blended Interest Graph to reach over 66 million unique social users. By analyzing data from various social networks, 140 Proof's technology allows for a deeper understanding of user preferences, enabling the delivery of highly relevant ads. Their offerings include brand advertisements in the form of 140-character messages and 140-second videos, which are tailored to specific interest-based personas. Unlike traditional advertising on platforms like Facebook or Twitter, 140 Proof's approach provides a more comprehensive view of user engagement across multiple social channels, enhancing the effectiveness of in-app advertising. The company's Relevance API serves as a primary revenue stream for premium applications.

Factual Inc. specializes in providing location-based data tailored for mobile advertising, developers, and enterprise applications. Founded in 2007 and headquartered in Los Angeles, the company offers a range of services, including APIs for local business and points of interest data, geofencing capabilities, and UPC-centric datasets for consumer packaged goods. Factual's platform enables product and engineering teams, marketers, and data analysts to access comprehensive and accurate location data, facilitating informed decision-making and effective marketing strategies. The company also features Geotag, a reverse geocoder designed for high-volume geotagging. With additional offices in New York and Shanghai, Factual operates as a subsidiary of Foursquare Labs, Inc., and has established a strategic partnership with Mitsui & Co.

Hyperpublic operates an open database that catalogs people, places, deals, and events associated with specific locations. This platform allows users to contribute data, creating a comprehensive resource that developers can utilize to build applications. The database provides access to valuable local information, including recent check-ins, daily deal aggregations, and reviews, enhancing the ability of users to engage with their surroundings and make informed decisions based on real-time data.

YipitData is a market research firm that specializes in providing detailed insights derived from alternative data sources. The company collects and analyzes data such as credit card transactions, web scraping information, and app usage metrics to deliver actionable insights. By offering customized reports tailored to specific business needs, YipitData assists clients in making informed decisions based on real-time data. This comprehensive analysis enables businesses and analysts to identify emerging market trends, understand consumer behavior, and monitor industry shifts, ultimately facilitating improved decision-making across various sectors.

TellApart, Inc. is a company that specializes in personalized predictive marketing, providing a platform designed to enhance customer engagement and drive sales for retailers. Founded in 2009 and based in San Francisco, California, TellApart's offerings include an identity network service that amalgamates online and offline data to create comprehensive customer profiles, as well as a predictive engine that assists shoppers in discovering relevant products. The platform enables personalized marketing across various digital channels, including display ads, social media, and email, ensuring that retailers can deliver tailored messages in real-time. TellApart's solutions encompass cross-device and native advertisement retargeting, audience targeting, and promotions, significantly contributing to increased revenue for numerous prominent retail brands. As of 2015, TellApart operates as a subsidiary of Twitter, Inc.

RethinkDB is an open-source distributed database management platform designed specifically for the realtime web. It enables developers to build scalable applications more efficiently by allowing the database to push updated query results directly to applications, eliminating the need for constant polling. RethinkDB supports data storage in JSON documents and features a user-friendly query language that includes capabilities such as table joins and groupBy. The platform is built for reliability across various workloads and edge cases, providing users with the tools to manage clusters effectively, monitor production environments with live statistics, and gain complete visibility into ongoing tasks. This combination of features allows RethinkDB to facilitate the rapid development of realtime applications while maintaining simplicity and scalability.

JustSpotted is a celebrity-tracking tool that aggregates and organizes real-time information about celebrities from various social media platforms, including Twitter, Facebook, and Foursquare. Originally known as Scoopler, the service has evolved to focus specifically on celebrity sightings, providing fans with a way to see what their favorite stars are doing at any given moment. JustSpotted collects data from users who report spontaneous encounters with celebrities, thereby enhancing the platform's offerings with real-life sightings. By mapping these occurrences, JustSpotted enables users to easily access and enjoy a curated collection of celebrity activities, transforming the way fans engage with celebrity culture in the age of social media. The service was launched in October 2010 and was developed by AJ Asver, Dilan Jarawardane, and Benjamin Tauber.

Factery Inc., also known as Factery Labs, is an online platform founded in 2009 and based in Menlo Park, California. The company focuses on enabling everyday users to become information guides by sharing their expertise with the community. Factery aims to connect users' interests with high-quality sources, creating a framework that promotes the sharing of knowledge and insights among its users.

TellApart, Inc. is a company that specializes in personalized predictive marketing, providing a platform designed to enhance customer engagement and drive sales for retailers. Founded in 2009 and based in San Francisco, California, TellApart's offerings include an identity network service that amalgamates online and offline data to create comprehensive customer profiles, as well as a predictive engine that assists shoppers in discovering relevant products. The platform enables personalized marketing across various digital channels, including display ads, social media, and email, ensuring that retailers can deliver tailored messages in real-time. TellApart's solutions encompass cross-device and native advertisement retargeting, audience targeting, and promotions, significantly contributing to increased revenue for numerous prominent retail brands. As of 2015, TellApart operates as a subsidiary of Twitter, Inc.

Motally specializes in mobile analytics by offering user tracking and reporting services specifically designed for mobile devices and applications. The company provides a hosted service that facilitates the integration of tracking mechanisms, allowing operators of mobile websites and apps to gain insights into user behavior. With a database featuring over 10,000 devices and carrier IP address ranges, Motally offers tools for generating daily and dynamic web-based reports, including statistics on unique users, page views, and search keywords. Its range of products includes both self-service options and custom integrations, enabling businesses to optimize their offerings and enhance the effectiveness of advertising campaigns through a deeper understanding of customer engagement.

Cloudera, Inc. is a provider of data analytics and management solutions, operating primarily in the United States, Europe, and Asia. The company offers a comprehensive suite of products through its Subscription and Services segments. Its flagship Cloudera Enterprise Data Hub enables organizations to perform various analytics on a governed and secure data set across public and private clouds or data centers. Cloudera also provides a hybrid cloud solution known as Cloudera Data Warehouse for self-service analytics, along with tools like Cloudera Data Science and Engineering for big data processing and Cloudera Operational DB for real-time analytics. Additional offerings include the Hortonworks Data Platform, Cloudera DataFlow for data collection and analysis, and Cloudera SDX for security and governance. Cloudera supports its clients—corporate enterprises and public sector organizations—through software subscriptions and professional services that include consultation, training, and machine learning expertise. Founded in 2008 and headquartered in Palo Alto, California, Cloudera aims to transform complex data into actionable insights while ensuring efficiency and security.

Code Green Networks, Inc. specializes in data loss prevention (DLP) and content security solutions for enterprises. The company's flagship product, TrueDLP, enables organizations to discover, monitor, control, and secure sensitive information across various environments, including networks, endpoints, and cloud storage. TrueDLP encompasses several components, such as Network DLP, Endpoint DLP, Discovery DLP, and Cloud DLP, which collectively help address security challenges like cyber threats and regulatory compliance. Additionally, Code Green Networks offers Content Inspection Appliances and policy-based email encryption to further enhance data protection. The company's solutions are designed to prevent insider threats and accidental data misuse, providing visibility and audit capabilities for sensitive information. Code Green Networks serves a diverse clientele across multiple sectors, including healthcare, financial services, government, and retail, both in the United States and internationally. Founded in 2004 and headquartered in Sunnyvale, California, the company has operated as a subsidiary of Digital Guardian since 2015.

Aster Data Systems specializes in big data management and analysis, offering innovative solutions for data-driven applications. The company's flagship product, nCluster, is a pioneering massively parallel processing (MPP) data warehouse that integrates application logic directly within the database engine, enabling rapid and deep analysis of large data sets. This "applications-within" approach leverages Aster's proprietary SQL-MapReduce technology to facilitate efficient parallelized data processing. Aster Data caters to various industries, with notable clients including Coremetrics, MySpace, Akamai, ShareThis, and Full Tilt Poker. The company is headquartered in San Carlos, California, and is supported by several prominent venture capital firms and industry leaders. In addition to its core database offerings, Aster Data provides a range of services, including analytics, data loading performance, query optimization, and consulting, to enhance the overall user experience and effectiveness of its solutions.