Andreessen Horowitz

Coactive AI is a machine learning platform that unlocks analytics and insights from unstructured image and video data. Coactive AI brings unstructured data and assists analysts in making image and video data useful. Providing unprecedented insights, ease of use, and lightning-fast speeds.

MotherDuck specializes in data infrastructure and analytics, providing a serverless platform designed to handle both small and large datasets. By integrating the performance of DuckDB with cloud capabilities, the company offers a user-friendly solution that facilitates collaborative data analysis. Its platform employs an embedded database to support hybrid execution, allowing users to analyze data locally and remotely. This enables businesses to effectively prototype and optimize their data strategies, enhancing their ability to derive insights and maximize profits in a streamlined environment.

Captions is an AI-driven creative studio that specializes in developing a video creation and editing platform focused on enhancing the video production process. The platform offers a range of software solutions, including automatic subtitle generation, eye contact correction, language dubbing, and video clip extraction, which streamline content creation. Captions aims to make the process of adding captions to videos both easy and affordable, helping users elevate their storytelling. Additionally, the platform generates accurate, time-saving captions and provides essential data such as titles, descriptions, and hashtags for social media, thereby facilitating a more efficient and effective video production experience.

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.

Pinecone is a technology company that specializes in developing a vector database platform designed to facilitate the deployment of complex machine learning applications. Its platform integrates vector search capabilities, filtering features, and robust distribution infrastructure, ensuring reliable performance at any scale. By providing real-time serving engines for deep learning retrieval applications, Pinecone enables developers to efficiently transform, search, and rank multi-dimensional vectors, significantly reducing processing time and enhancing the overall effectiveness of generative AI models.

Hex is a software company that provides collaborative data science and analytics. They provide individuals to learn and organizations to know things so they can make better decisions. Hex brings together SQL, Python, R, and no-code in powerful notebooks and allows users to publish projects as interactive data apps that anyone can use with one click.

ChartHop, Inc. is an information technology company that develops an organizational management platform aimed at enhancing data-driven strategic planning for organizations. Founded in 2018 and headquartered in Brooklyn, New York, ChartHop provides a comprehensive solution that integrates personnel, financial, and recruitment data into a single view. The platform allows users to visualize employee-related information, such as location, gender, salary, and departmental costs, facilitating transparent organizational practices without the need to extract data from multiple sources. By offering insights that drive alignment and accountability, ChartHop supports organizations in optimizing their team management and making informed decisions for future planning.

MotherDuck specializes in data infrastructure and analytics, providing a serverless platform designed to handle both small and large datasets. By integrating the performance of DuckDB with cloud capabilities, the company offers a user-friendly solution that facilitates collaborative data analysis. Its platform employs an embedded database to support hybrid execution, allowing users to analyze data locally and remotely. This enables businesses to effectively prototype and optimize their data strategies, enhancing their ability to derive insights and maximize profits in a streamlined environment.

Equals is a San Francisco-based startup founded in 2021, focused on developing a next-generation spreadsheet that aims to compete with traditional tools like Excel. It offers a platform that allows users to seamlessly connect to any database, facilitating data analysis without requiring SQL knowledge. The spreadsheet features built-in versioning and collaboration tools, enabling analysts to perform comprehensive analyses directly with data from their databases. By simplifying the data interaction process, Equals aims to enhance productivity and accessibility for users across various sectors.

Imply, founded by the original creators of Apache Druid, offers a comprehensive real-time analytics platform that leverages the capabilities of Apache Druid, an open-source database designed for next-generation analytics. The platform enables organizations to handle event-driven and streaming data with high scalability and rapid data visualization, allowing decision-makers to access petabyte-scale datasets efficiently. Imply focuses on a category it terms "analytics-in-motion," which emphasizes interactive and cost-effective analytics solutions as opposed to traditional static approaches. By supporting real-time ingestion and analysis, Imply empowers leading companies globally to enhance their business intelligence and operational analytics. The company operates in North America, Europe, and Asia Pacific, receiving backing from notable investors in the technology sector.

Captions is an AI-driven creative studio that specializes in developing a video creation and editing platform focused on enhancing the video production process. The platform offers a range of software solutions, including automatic subtitle generation, eye contact correction, language dubbing, and video clip extraction, which streamline content creation. Captions aims to make the process of adding captions to videos both easy and affordable, helping users elevate their storytelling. Additionally, the platform generates accurate, time-saving captions and provides essential data such as titles, descriptions, and hashtags for social media, thereby facilitating a more efficient and effective video production experience.

Hex is a software company that provides collaborative data science and analytics. They provide individuals to learn and organizations to know things so they can make better decisions. Hex brings together SQL, Python, R, and no-code in powerful notebooks and allows users to publish projects as interactive data apps that anyone can use with one click.

Dbt Labs is a developer of an open-source analytics engineering tool aimed at empowering data analysts to create and share organizational knowledge. Founded in 2016 and headquartered in Philadelphia, Pennsylvania, the company provides a platform that enables users with SQL expertise to develop data transformation workflows efficiently. Its transformation workflow tool supports collaborative deployment of analytics code, adhering to software engineering practices such as modularity, portability, and thorough documentation. By facilitating data modeling, Dbt Labs helps teams streamline their analytics processes and enhance their data-driven decision-making capabilities.

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.

PlanetScale, Inc. is a technology company that specializes in an online database platform designed to help businesses manage and gain insights from their data efficiently. Founded in 2018 and headquartered in Mountain View, California, PlanetScale offers a MySQL-compatible, serverless database solution built on the scalable architecture of Vitess, which is used by major platforms like YouTube and Slack. The company's services include a Database-as-a-Service platform, cluster manager software, open-source Vitess support, and training solutions. PlanetScaleDB enhances operational capabilities by providing features such as disaster recovery, data locality solutions, and the ability to manage database scaling without downtime. This combination allows development teams to improve workflow velocity and performance while ensuring reliable access to their data.

Sisu is a decision intelligence engine that allows users to efficiently and comprehensively utilize their cloud data. Companies such as Mastercard, Autodesk, Samsung, Upwork, Wayfair, Equinox, Udacity, and Gusto leverage Sisu to enhance their customer experiences, increase revenue growth, and reduce incident rates.

Preset Inc. is a visual analytics company based in San Mateo, California, established in 2018. The company offers an open analytics data platform built on Apache Superset, designed to enhance productivity in data exploration and analysis. Its platform features an intuitive visual interface that allows users to create flexible dashboards and utilize a wide range of visualization types, facilitating efficient communication of data-driven insights. The cloud-native nature of Preset's solution supports modern team workflows, enabling data professionals to analyze, share, and make informed decisions based on their data.

Bayesian Health Inc. is a digital health company based in New York, established in 2016. It specializes in an AI-driven platform that enhances patient monitoring by assessing illness severity and detecting changes in acuity. This technology integrates with hospital electronic medical records (EMR), allowing clinical staff and hospital leadership to access real-time data and insights. The platform provides actionable early detection alerts and supports decision-making in complex clinical environments, ultimately optimizing patient care throughout their hospital stay. By leveraging existing investments in EMR systems, Bayesian Health enables healthcare providers to make informed, data-driven decisions that improve safety and efficiency in patient management.

Dbt Labs is a developer of an open-source analytics engineering tool aimed at empowering data analysts to create and share organizational knowledge. Founded in 2016 and headquartered in Philadelphia, Pennsylvania, the company provides a platform that enables users with SQL expertise to develop data transformation workflows efficiently. Its transformation workflow tool supports collaborative deployment of analytics code, adhering to software engineering practices such as modularity, portability, and thorough documentation. By facilitating data modeling, Dbt Labs helps teams streamline their analytics processes and enhance their data-driven decision-making capabilities.

Imply, founded by the original creators of Apache Druid, offers a comprehensive real-time analytics platform that leverages the capabilities of Apache Druid, an open-source database designed for next-generation analytics. The platform enables organizations to handle event-driven and streaming data with high scalability and rapid data visualization, allowing decision-makers to access petabyte-scale datasets efficiently. Imply focuses on a category it terms "analytics-in-motion," which emphasizes interactive and cost-effective analytics solutions as opposed to traditional static approaches. By supporting real-time ingestion and analysis, Imply empowers leading companies globally to enhance their business intelligence and operational analytics. The company operates in North America, Europe, and Asia Pacific, receiving backing from notable investors in the technology sector.

ChartHop, Inc. is an information technology company that develops an organizational management platform aimed at enhancing data-driven strategic planning for organizations. Founded in 2018 and headquartered in Brooklyn, New York, ChartHop provides a comprehensive solution that integrates personnel, financial, and recruitment data into a single view. The platform allows users to visualize employee-related information, such as location, gender, salary, and departmental costs, facilitating transparent organizational practices without the need to extract data from multiple sources. By offering insights that drive alignment and accountability, ChartHop supports organizations in optimizing their team management and making informed decisions for future planning.

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.

Dbt Labs is a developer of an open-source analytics engineering tool aimed at empowering data analysts to create and share organizational knowledge. Founded in 2016 and headquartered in Philadelphia, Pennsylvania, the company provides a platform that enables users with SQL expertise to develop data transformation workflows efficiently. Its transformation workflow tool supports collaborative deployment of analytics code, adhering to software engineering practices such as modularity, portability, and thorough documentation. By facilitating data modeling, Dbt Labs helps teams streamline their analytics processes and enhance their data-driven decision-making capabilities.

ChartHop, Inc. is an information technology company that develops an organizational management platform aimed at enhancing data-driven strategic planning for organizations. Founded in 2018 and headquartered in Brooklyn, New York, ChartHop provides a comprehensive solution that integrates personnel, financial, and recruitment data into a single view. The platform allows users to visualize employee-related information, such as location, gender, salary, and departmental costs, facilitating transparent organizational practices without the need to extract data from multiple sources. By offering insights that drive alignment and accountability, ChartHop supports organizations in optimizing their team management and making informed decisions for future planning.

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.

Dbt Labs is a developer of an open-source analytics engineering tool aimed at empowering data analysts to create and share organizational knowledge. Founded in 2016 and headquartered in Philadelphia, Pennsylvania, the company provides a platform that enables users with SQL expertise to develop data transformation workflows efficiently. Its transformation workflow tool supports collaborative deployment of analytics code, adhering to software engineering practices such as modularity, portability, and thorough documentation. By facilitating data modeling, Dbt Labs helps teams streamline their analytics processes and enhance their data-driven decision-making capabilities.

ChartHop, Inc. is an information technology company that develops an organizational management platform aimed at enhancing data-driven strategic planning for organizations. Founded in 2018 and headquartered in Brooklyn, New York, ChartHop provides a comprehensive solution that integrates personnel, financial, and recruitment data into a single view. The platform allows users to visualize employee-related information, such as location, gender, salary, and departmental costs, facilitating transparent organizational practices without the need to extract data from multiple sources. By offering insights that drive alignment and accountability, ChartHop supports organizations in optimizing their team management and making informed decisions for future planning.

ActionIQ, Inc. is a developer of a cloud-based enterprise customer data platform that addresses the data, analytics, and marketing challenges faced by marketers, analysts, and technologists. Founded in 2014 and headquartered in New York City, with an additional office in San Francisco, the company provides a solution that centralizes multiple data sources—such as email, CRM, and clickstream—into a comprehensive analytics dashboard. This enables users to capture, analyze, and utilize customer data effectively, allowing for the design and deployment of personalized marketing campaigns across various channels without requiring IT assistance. ActionIQ serves clients in sectors including retail, media and entertainment, subscriptions, and telecommunications, empowering them to launch individualized campaigns rapidly and at scale.

Imply, founded by the original creators of Apache Druid, offers a comprehensive real-time analytics platform that leverages the capabilities of Apache Druid, an open-source database designed for next-generation analytics. The platform enables organizations to handle event-driven and streaming data with high scalability and rapid data visualization, allowing decision-makers to access petabyte-scale datasets efficiently. Imply focuses on a category it terms "analytics-in-motion," which emphasizes interactive and cost-effective analytics solutions as opposed to traditional static approaches. By supporting real-time ingestion and analysis, Imply empowers leading companies globally to enhance their business intelligence and operational analytics. The company operates in North America, Europe, and Asia Pacific, receiving backing from notable investors in the technology sector.

Databricks Inc. offers a unified data analytics cloud platform that simplifies data engineering and supports collaborative data science. Its core product, Databricks, enables organizations to process and analyze large datasets efficiently, leveraging tools like Apache Spark. The platform is designed for real-time experimentation and robust deployment of production applications, catering to developers and data scientists. Additionally, Databricks provides Databricks Delta, a data management system that combines the scalability of a data warehouse with low-latency streaming capabilities. The company also offers MLflow for managing the machine learning lifecycle and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including healthcare, finance, manufacturing, and telecommunications. Founded in 2013 and headquartered in San Francisco, with additional offices in London, Amsterdam, and Bengaluru, Databricks has established strategic partnerships to enhance its offerings and foster innovation in data and AI technologies.

Sisu is a decision intelligence engine that allows users to efficiently and comprehensively utilize their cloud data. Companies such as Mastercard, Autodesk, Samsung, Upwork, Wayfair, Equinox, Udacity, and Gusto leverage Sisu to enhance their customer experiences, increase revenue growth, and reduce incident rates.

Preset Inc. is a visual analytics company based in San Mateo, California, established in 2018. The company offers an open analytics data platform built on Apache Superset, designed to enhance productivity in data exploration and analysis. Its platform features an intuitive visual interface that allows users to create flexible dashboards and utilize a wide range of visualization types, facilitating efficient communication of data-driven insights. The cloud-native nature of Preset's solution supports modern team workflows, enabling data professionals to analyze, share, and make informed decisions based on their data.

OpenGov, Inc. provides a cloud-based software platform tailored for the public sector, specifically aimed at enhancing government operations for local governments and state agencies. The company's offerings include OpenGov Intelligence, which delivers analytics and visualizations to support budget processes and decision-making, and OpenGov Comparisons, allowing users to benchmark their performance against other entities within the OpenGov Network. Additionally, OpenGov offers cloud-based ERP solutions for financial management and OpenGov Transparency, which facilitates public access to financial data. By focusing on the unique requirements of budgeting, procurement, and community development, OpenGov aims to improve efficiency, accountability, and public engagement in government operations. Founded in 2011 and based in Redwood City, California, the company also maintains offices in several major U.S. cities.

SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications and provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst. It applies advanced analytics and data science-directed troubleshooting to let operators find the root cause of issues in seconds. SignalFx was founded in 2013 and is headquartered in San Francisco, California, United States.

PlanetScale, Inc. is a technology company that specializes in an online database platform designed to help businesses manage and gain insights from their data efficiently. Founded in 2018 and headquartered in Mountain View, California, PlanetScale offers a MySQL-compatible, serverless database solution built on the scalable architecture of Vitess, which is used by major platforms like YouTube and Slack. The company's services include a Database-as-a-Service platform, cluster manager software, open-source Vitess support, and training solutions. PlanetScaleDB enhances operational capabilities by providing features such as disaster recovery, data locality solutions, and the ability to manage database scaling without downtime. This combination allows development teams to improve workflow velocity and performance while ensuring reliable access to their data.

Databricks Inc. offers a unified data analytics cloud platform that simplifies data engineering and supports collaborative data science. Its core product, Databricks, enables organizations to process and analyze large datasets efficiently, leveraging tools like Apache Spark. The platform is designed for real-time experimentation and robust deployment of production applications, catering to developers and data scientists. Additionally, Databricks provides Databricks Delta, a data management system that combines the scalability of a data warehouse with low-latency streaming capabilities. The company also offers MLflow for managing the machine learning lifecycle and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including healthcare, finance, manufacturing, and telecommunications. Founded in 2013 and headquartered in San Francisco, with additional offices in London, Amsterdam, and Bengaluru, Databricks has established strategic partnerships to enhance its offerings and foster innovation in data and AI technologies.

Sisu is a decision intelligence engine that allows users to efficiently and comprehensively utilize their cloud data. Companies such as Mastercard, Autodesk, Samsung, Upwork, Wayfair, Equinox, Udacity, and Gusto leverage Sisu to enhance their customer experiences, increase revenue growth, and reduce incident rates.

SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications and provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst. It applies advanced analytics and data science-directed troubleshooting to let operators find the root cause of issues in seconds. SignalFx was founded in 2013 and is headquartered in San Francisco, California, United States.

D2iq, Inc. is a technology company that specializes in developing a datacenter operating system (DCOS) to streamline the management and deployment of applications across physical and cloud-based infrastructures. Founded in 2013 and headquartered in San Francisco, D2iq's core product, Mesosphere DCOS, is built on open-source technology and simplifies the execution of applications in a data center environment, akin to launching apps on a personal computer. The company also offers solutions such as Mesosphere Infinity, which facilitates the transformation of Big Data into actionable insights, and Conductor, an interactive platform for hands-on cloud-native training. In addition to its software offerings, D2iq provides architectural and consulting services, including expert consultations, on-site training, and custom installations. The company's strategic alliances with prominent firms enhance its service offerings, enabling organizations to adopt open-source and cloud-native innovations effectively.

Imply, founded by the original creators of Apache Druid, offers a comprehensive real-time analytics platform that leverages the capabilities of Apache Druid, an open-source database designed for next-generation analytics. The platform enables organizations to handle event-driven and streaming data with high scalability and rapid data visualization, allowing decision-makers to access petabyte-scale datasets efficiently. Imply focuses on a category it terms "analytics-in-motion," which emphasizes interactive and cost-effective analytics solutions as opposed to traditional static approaches. By supporting real-time ingestion and analysis, Imply empowers leading companies globally to enhance their business intelligence and operational analytics. The company operates in North America, Europe, and Asia Pacific, receiving backing from notable investors in the technology sector.

ActionIQ, Inc. is a developer of a cloud-based enterprise customer data platform that addresses the data, analytics, and marketing challenges faced by marketers, analysts, and technologists. Founded in 2014 and headquartered in New York City, with an additional office in San Francisco, the company provides a solution that centralizes multiple data sources—such as email, CRM, and clickstream—into a comprehensive analytics dashboard. This enables users to capture, analyze, and utilize customer data effectively, allowing for the design and deployment of personalized marketing campaigns across various channels without requiring IT assistance. ActionIQ serves clients in sectors including retail, media and entertainment, subscriptions, and telecommunications, empowering them to launch individualized campaigns rapidly and at scale.

SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications and provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst. It applies advanced analytics and data science-directed troubleshooting to let operators find the root cause of issues in seconds. SignalFx was founded in 2013 and is headquartered in San Francisco, California, United States.

Databricks Inc. offers a unified data analytics cloud platform that simplifies data engineering and supports collaborative data science. Its core product, Databricks, enables organizations to process and analyze large datasets efficiently, leveraging tools like Apache Spark. The platform is designed for real-time experimentation and robust deployment of production applications, catering to developers and data scientists. Additionally, Databricks provides Databricks Delta, a data management system that combines the scalability of a data warehouse with low-latency streaming capabilities. The company also offers MLflow for managing the machine learning lifecycle and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including healthcare, finance, manufacturing, and telecommunications. Founded in 2013 and headquartered in San Francisco, with additional offices in London, Amsterdam, and Bengaluru, Databricks has established strategic partnerships to enhance its offerings and foster innovation in data and AI technologies.

OpenGov, Inc. provides a cloud-based software platform tailored for the public sector, specifically aimed at enhancing government operations for local governments and state agencies. The company's offerings include OpenGov Intelligence, which delivers analytics and visualizations to support budget processes and decision-making, and OpenGov Comparisons, allowing users to benchmark their performance against other entities within the OpenGov Network. Additionally, OpenGov offers cloud-based ERP solutions for financial management and OpenGov Transparency, which facilitates public access to financial data. By focusing on the unique requirements of budgeting, procurement, and community development, OpenGov aims to improve efficiency, accountability, and public engagement in government operations. Founded in 2011 and based in Redwood City, California, the company also maintains offices in several major U.S. cities.

Domo, Inc. operates a cloud-based platform that connects all levels of an organization, from executives to frontline employees, facilitating access to real-time data and insights. Founded in 2010 and headquartered in American Fork, Utah, Domo enables users to manage their business operations via smartphones. The platform is offered as a subscription-based service, allowing users to receive notifications and respond promptly, with the capability to write back to the original systems of record. In addition to its core platform, Domo provides a Programmatic Revenue Solution that integrates complex data from ad servers and sell-side platforms into user-friendly dashboards. The company's revenue primarily comes from subscriptions to its platform and related professional services.

Databricks Inc. offers a unified data analytics cloud platform that simplifies data engineering and supports collaborative data science. Its core product, Databricks, enables organizations to process and analyze large datasets efficiently, leveraging tools like Apache Spark. The platform is designed for real-time experimentation and robust deployment of production applications, catering to developers and data scientists. Additionally, Databricks provides Databricks Delta, a data management system that combines the scalability of a data warehouse with low-latency streaming capabilities. The company also offers MLflow for managing the machine learning lifecycle and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including healthcare, finance, manufacturing, and telecommunications. Founded in 2013 and headquartered in San Francisco, with additional offices in London, Amsterdam, and Bengaluru, Databricks has established strategic partnerships to enhance its offerings and foster innovation in data and AI technologies.

D2iq, Inc. is a technology company that specializes in developing a datacenter operating system (DCOS) to streamline the management and deployment of applications across physical and cloud-based infrastructures. Founded in 2013 and headquartered in San Francisco, D2iq's core product, Mesosphere DCOS, is built on open-source technology and simplifies the execution of applications in a data center environment, akin to launching apps on a personal computer. The company also offers solutions such as Mesosphere Infinity, which facilitates the transformation of Big Data into actionable insights, and Conductor, an interactive platform for hands-on cloud-native training. In addition to its software offerings, D2iq provides architectural and consulting services, including expert consultations, on-site training, and custom installations. The company's strategic alliances with prominent firms enhance its service offerings, enabling organizations to adopt open-source and cloud-native innovations effectively.

Factual is the location data company the world’s most valuable brands and tech companies trust to understand and intelligently grow their businesses. Factual provides product and engineering teams, marketers and data analysts access to the world’s most trusted, accurate and comprehensive data on places and people worldwide, transforming products, advertising and businesses with data that puts everything in context.

Platfora is a developer of data-management software that focuses on helping businesses process and analyze big data. Its Big Data Analytics Platform simplifies the complexities associated with Hadoop, allowing customers to gain clear insights into various aspects of their operations, including events, actions, and behaviors over time. By enabling visually interactive data exploration, Platfora empowers organizations to transform into fact-based enterprises, enhancing their decision-making capabilities and overall business performance.

OpenGov, Inc. provides a cloud-based software platform tailored for the public sector, specifically aimed at enhancing government operations for local governments and state agencies. The company's offerings include OpenGov Intelligence, which delivers analytics and visualizations to support budget processes and decision-making, and OpenGov Comparisons, allowing users to benchmark their performance against other entities within the OpenGov Network. Additionally, OpenGov offers cloud-based ERP solutions for financial management and OpenGov Transparency, which facilitates public access to financial data. By focusing on the unique requirements of budgeting, procurement, and community development, OpenGov aims to improve efficiency, accountability, and public engagement in government operations. Founded in 2011 and based in Redwood City, California, the company also maintains offices in several major U.S. cities.

Blockspring is a developer of a spreadsheet editing platform that facilitates the automatic gathering and processing of information from application programming interfaces (APIs). The platform allows users to create visualizations using innovative blocks developed by engineers both within their organization and globally. By deploying a containerized API for multiple scripts, Blockspring generates endpoints and provides a user-friendly form interface for interacting with various resources. This functionality enables users to easily access data, run algorithms, automate reports, and enhance lists from different software applications, streamlining the process of data management and reporting.

Sensai is a content analytics platform designed to assist Sales, Operations, and Finance teams in large organizations. It enables analysts to identify and track emerging concepts within enterprise repositories as well as from public and private data sources. The platform employs innovative methods for clustering and refining results, allowing users to quickly test hypotheses and analyze patterns within the data. Additionally, Sensai offers a content-discovery language that empowers business analysts to query any dataset and obtain insights independently, without requiring assistance from data science or programming teams. This technology supports various applications, including research, governance, and anti-fraud initiatives.

Alation, Inc. is a provider of data intelligence solutions based in Redwood City, California, founded in 2012. The company specializes in an AI-driven platform that encompasses data search and discovery, data governance, data stewardship, analytics, and digital transformation. Alation's platform is recognized for its capabilities in the data catalog market, leveraging a Behavioral Analysis Engine and collaboration features to blend machine learning with human insight. This approach allows organizations to efficiently manage their data and metadata, facilitating self-service analytics and improving decision-making processes. By automating the capture of critical information regarding data usage and provenance, Alation supports businesses in navigating the complexities of data management and governance.

SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications and provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst. It applies advanced analytics and data science-directed troubleshooting to let operators find the root cause of issues in seconds. SignalFx was founded in 2013 and is headquartered in San Francisco, California, United States.

D2iq, Inc. is a technology company that specializes in developing a datacenter operating system (DCOS) to streamline the management and deployment of applications across physical and cloud-based infrastructures. Founded in 2013 and headquartered in San Francisco, D2iq's core product, Mesosphere DCOS, is built on open-source technology and simplifies the execution of applications in a data center environment, akin to launching apps on a personal computer. The company also offers solutions such as Mesosphere Infinity, which facilitates the transformation of Big Data into actionable insights, and Conductor, an interactive platform for hands-on cloud-native training. In addition to its software offerings, D2iq provides architectural and consulting services, including expert consultations, on-site training, and custom installations. The company's strategic alliances with prominent firms enhance its service offerings, enabling organizations to adopt open-source and cloud-native innovations effectively.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

Arimo is an information technology company that specializes in the fields of big data, machine learning, business analytics, visualizations, and data intelligence. It harnesses the behaviors of machines, devices, customers, and other entities to provide the most accurate predictions utilizing Deep Learning. The company was founded in 2012 and headquartered in Mountain View, California.

Databricks Inc. offers a unified data analytics cloud platform that simplifies data engineering and supports collaborative data science. Its core product, Databricks, enables organizations to process and analyze large datasets efficiently, leveraging tools like Apache Spark. The platform is designed for real-time experimentation and robust deployment of production applications, catering to developers and data scientists. Additionally, Databricks provides Databricks Delta, a data management system that combines the scalability of a data warehouse with low-latency streaming capabilities. The company also offers MLflow for managing the machine learning lifecycle and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including healthcare, finance, manufacturing, and telecommunications. Founded in 2013 and headquartered in San Francisco, with additional offices in London, Amsterdam, and Bengaluru, Databricks has established strategic partnerships to enhance its offerings and foster innovation in data and AI technologies.

D2iq, Inc. is a technology company that specializes in developing a datacenter operating system (DCOS) to streamline the management and deployment of applications across physical and cloud-based infrastructures. Founded in 2013 and headquartered in San Francisco, D2iq's core product, Mesosphere DCOS, is built on open-source technology and simplifies the execution of applications in a data center environment, akin to launching apps on a personal computer. The company also offers solutions such as Mesosphere Infinity, which facilitates the transformation of Big Data into actionable insights, and Conductor, an interactive platform for hands-on cloud-native training. In addition to its software offerings, D2iq provides architectural and consulting services, including expert consultations, on-site training, and custom installations. The company's strategic alliances with prominent firms enhance its service offerings, enabling organizations to adopt open-source and cloud-native innovations effectively.

OpenGov, Inc. provides a cloud-based software platform tailored for the public sector, specifically aimed at enhancing government operations for local governments and state agencies. The company's offerings include OpenGov Intelligence, which delivers analytics and visualizations to support budget processes and decision-making, and OpenGov Comparisons, allowing users to benchmark their performance against other entities within the OpenGov Network. Additionally, OpenGov offers cloud-based ERP solutions for financial management and OpenGov Transparency, which facilitates public access to financial data. By focusing on the unique requirements of budgeting, procurement, and community development, OpenGov aims to improve efficiency, accountability, and public engagement in government operations. Founded in 2011 and based in Redwood City, California, the company also maintains offices in several major U.S. cities.

Tidemark is a provider of cloud-based enterprise performance management applications designed to enhance financial and operational planning. Founded in 2010 and headquartered in Redwood City, California, Tidemark offers a suite of applications that deliver real-time access to risk-adjusted data metrics and profitability modeling. Its platform includes tools for strategic planning and integrates financial playbooks with predictive analytics, leveraging big data and social media for improved forecasting and budgeting. Additionally, Tidemark features Storylines, a SaaS product that presents structured and unstructured data in an interactive, infographic format, providing users with a comprehensive view of their company's operations.

ClearStory Data Inc. is a provider of data analytics solutions aimed at enhancing business intelligence across various industries, including consumer packaged goods, healthcare, and financial services. Founded in 2011 and headquartered in Menlo Park, California, with an additional office in Chicago, the company specializes in enabling users to easily discover and analyze data from diverse sources, such as relational databases, Hadoop, and third-party data providers. Its platform modernizes data analysis by automating complex tasks like data harmonization and facilitating interactive analysis, allowing organizations to combine corporate and external data for timely insights. This capability empowers business users to make informed decisions quickly, fostering collaboration among distributed teams. ClearStory Data operates as a subsidiary of Alteryx, Inc. as of April 2019.

Platfora is a developer of data-management software that focuses on helping businesses process and analyze big data. Its Big Data Analytics Platform simplifies the complexities associated with Hadoop, allowing customers to gain clear insights into various aspects of their operations, including events, actions, and behaviors over time. By enabling visually interactive data exploration, Platfora empowers organizations to transform into fact-based enterprises, enhancing their decision-making capabilities and overall business performance.

Databricks Inc. offers a unified data analytics cloud platform that simplifies data engineering and supports collaborative data science. Its core product, Databricks, enables organizations to process and analyze large datasets efficiently, leveraging tools like Apache Spark. The platform is designed for real-time experimentation and robust deployment of production applications, catering to developers and data scientists. Additionally, Databricks provides Databricks Delta, a data management system that combines the scalability of a data warehouse with low-latency streaming capabilities. The company also offers MLflow for managing the machine learning lifecycle and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including healthcare, finance, manufacturing, and telecommunications. Founded in 2013 and headquartered in San Francisco, with additional offices in London, Amsterdam, and Bengaluru, Databricks has established strategic partnerships to enhance its offerings and foster innovation in data and AI technologies.

Tidemark is a provider of cloud-based enterprise performance management applications designed to enhance financial and operational planning. Founded in 2010 and headquartered in Redwood City, California, Tidemark offers a suite of applications that deliver real-time access to risk-adjusted data metrics and profitability modeling. Its platform includes tools for strategic planning and integrates financial playbooks with predictive analytics, leveraging big data and social media for improved forecasting and budgeting. Additionally, Tidemark features Storylines, a SaaS product that presents structured and unstructured data in an interactive, infographic format, providing users with a comprehensive view of their company's operations.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

D2iq, Inc. is a technology company that specializes in developing a datacenter operating system (DCOS) to streamline the management and deployment of applications across physical and cloud-based infrastructures. Founded in 2013 and headquartered in San Francisco, D2iq's core product, Mesosphere DCOS, is built on open-source technology and simplifies the execution of applications in a data center environment, akin to launching apps on a personal computer. The company also offers solutions such as Mesosphere Infinity, which facilitates the transformation of Big Data into actionable insights, and Conductor, an interactive platform for hands-on cloud-native training. In addition to its software offerings, D2iq provides architectural and consulting services, including expert consultations, on-site training, and custom installations. The company's strategic alliances with prominent firms enhance its service offerings, enabling organizations to adopt open-source and cloud-native innovations effectively.

Amiato, Inc. is a software company based in Saratoga, California, that specializes in real-time analytics and A/B test analysis for businesses at a large scale. Established in 2011 and previously known as Nou Data Corporation, Amiato focuses on helping companies unlock the value of their unstructured data by bridging the gap between flexible databases and structured business intelligence tools. Its proprietary Schema-lift technology facilitates the automatic extraction, transformation, and continuous loading of data from NoSQL data stores into Amazon's Redshift database. This enables organizations to conduct interactive ad-hoc analysis and generate reports without manual intervention. By streamlining data integration, Amiato allows clients to become operational quickly, often within a day, thereby enabling them to concentrate on their core business activities rather than managing complex data infrastructures.

SignalFx is a cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications and provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst. It applies advanced analytics and data science-directed troubleshooting to let operators find the root cause of issues in seconds. SignalFx was founded in 2013 and is headquartered in San Francisco, California, United States.

Datapad is a company that specializes in developing a collaborative platform for tracking key performance indicators (KPIs) and creating dashboards tailored for teams. The platform allows users to consolidate all their critical metrics, charts, and analyses in one accessible location, facilitating real-time access from any device. Datapad aims to promote data democracy within small and medium enterprises by providing enhanced visual analytics tools. The company focuses on seamless integration of local and cloud data, enabling teams to collaborate effectively and share insights easily. With features that include data entry, maintenance, and notifications, Datapad fosters transparency and alignment in organizations, helping teams stay informed and coordinated on their performance metrics.

BeatDeck is a big data music analytics platform founded in January 2013 by Josh Mangel and Avi Zolty at Y Combinator in Mountain View, California. The platform offers musicians tools to evaluate key performance metrics, analyze social signals, and track how their music is shared and received by audiences. Through an extensive and user-friendly dashboard, BeatDeck enables artists to gain insights into their overall influence in the music industry, facilitating better connections and understanding of their audience's engagement with their audio content.

ClearStory Data Inc. is a provider of data analytics solutions aimed at enhancing business intelligence across various industries, including consumer packaged goods, healthcare, and financial services. Founded in 2011 and headquartered in Menlo Park, California, with an additional office in Chicago, the company specializes in enabling users to easily discover and analyze data from diverse sources, such as relational databases, Hadoop, and third-party data providers. Its platform modernizes data analysis by automating complex tasks like data harmonization and facilitating interactive analysis, allowing organizations to combine corporate and external data for timely insights. This capability empowers business users to make informed decisions quickly, fostering collaboration among distributed teams. ClearStory Data operates as a subsidiary of Alteryx, Inc. as of April 2019.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

ClearStory Data Inc. is a provider of data analytics solutions aimed at enhancing business intelligence across various industries, including consumer packaged goods, healthcare, and financial services. Founded in 2011 and headquartered in Menlo Park, California, with an additional office in Chicago, the company specializes in enabling users to easily discover and analyze data from diverse sources, such as relational databases, Hadoop, and third-party data providers. Its platform modernizes data analysis by automating complex tasks like data harmonization and facilitating interactive analysis, allowing organizations to combine corporate and external data for timely insights. This capability empowers business users to make informed decisions quickly, fostering collaboration among distributed teams. ClearStory Data operates as a subsidiary of Alteryx, Inc. as of April 2019.

Tidemark is a provider of cloud-based enterprise performance management applications designed to enhance financial and operational planning. Founded in 2010 and headquartered in Redwood City, California, Tidemark offers a suite of applications that deliver real-time access to risk-adjusted data metrics and profitability modeling. Its platform includes tools for strategic planning and integrates financial playbooks with predictive analytics, leveraging big data and social media for improved forecasting and budgeting. Additionally, Tidemark features Storylines, a SaaS product that presents structured and unstructured data in an interactive, infographic format, providing users with a comprehensive view of their company's operations.

Tidemark is a provider of cloud-based enterprise performance management applications designed to enhance financial and operational planning. Founded in 2010 and headquartered in Redwood City, California, Tidemark offers a suite of applications that deliver real-time access to risk-adjusted data metrics and profitability modeling. Its platform includes tools for strategic planning and integrates financial playbooks with predictive analytics, leveraging big data and social media for improved forecasting and budgeting. Additionally, Tidemark features Storylines, a SaaS product that presents structured and unstructured data in an interactive, infographic format, providing users with a comprehensive view of their company's operations.

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.

Platfora is a developer of data-management software that focuses on helping businesses process and analyze big data. Its Big Data Analytics Platform simplifies the complexities associated with Hadoop, allowing customers to gain clear insights into various aspects of their operations, including events, actions, and behaviors over time. By enabling visually interactive data exploration, Platfora empowers organizations to transform into fact-based enterprises, enhancing their decision-making capabilities and overall business performance.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

Domo, Inc. operates a cloud-based platform that connects all levels of an organization, from executives to frontline employees, facilitating access to real-time data and insights. Founded in 2010 and headquartered in American Fork, Utah, Domo enables users to manage their business operations via smartphones. The platform is offered as a subscription-based service, allowing users to receive notifications and respond promptly, with the capability to write back to the original systems of record. In addition to its core platform, Domo provides a Programmatic Revenue Solution that integrates complex data from ad servers and sell-side platforms into user-friendly dashboards. The company's revenue primarily comes from subscriptions to its platform and related professional services.

Factual is the location data company the world’s most valuable brands and tech companies trust to understand and intelligently grow their businesses. Factual provides product and engineering teams, marketers and data analysts access to the world’s most trusted, accurate and comprehensive data on places and people worldwide, transforming products, advertising and businesses with data that puts everything in context.

Tidemark is a provider of cloud-based enterprise performance management applications designed to enhance financial and operational planning. Founded in 2010 and headquartered in Redwood City, California, Tidemark offers a suite of applications that deliver real-time access to risk-adjusted data metrics and profitability modeling. Its platform includes tools for strategic planning and integrates financial playbooks with predictive analytics, leveraging big data and social media for improved forecasting and budgeting. Additionally, Tidemark features Storylines, a SaaS product that presents structured and unstructured data in an interactive, infographic format, providing users with a comprehensive view of their company's operations.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

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.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

GoodData Corporation operates a software-as-a-service (SaaS) platform focused on business intelligence and analytics, catering to the needs of organizations seeking to enhance their data-driven decision-making processes. Founded in 2007 and headquartered in San Francisco, California, GoodData offers a comprehensive analytics platform that consolidates data from various sources, including internal systems and cloud services. This platform enables businesses to manage data governance, security, and self-service data discovery effectively. GoodData’s solutions cover a wide range of analytics applications, including enterprise analytics for sales, marketing, and customer service. Additionally, the company provides support, training, and consulting services to assist clients in leveraging their data. Its clientele spans multiple industries, including e-commerce, financial services, media, and technology, both in the United States and internationally. GoodData's mission is to empower enterprises to create Smart Business Applications that enhance performance and drive competitive advantage by integrating analytics into everyday business operations.

Hex is a software company that provides collaborative data science and analytics. They provide individuals to learn and organizations to know things so they can make better decisions. Hex brings together SQL, Python, R, and no-code in powerful notebooks and allows users to publish projects as interactive data apps that anyone can use with one click.