Bain Capital

Astronomer, Inc. is a company based in Cincinnati, Ohio, that specializes in developing a managed platform for data orchestration, primarily utilizing Apache Airflow. Established in 2014, Astronomer offers a comprehensive suite of products and services through its platform, known as Astro. This platform is designed to streamline the process of building, running, and monitoring data pipelines-as-code, catering to the needs of data engineers, scientists, and analysts. By providing tools for deploying, managing, and scaling data workflows, Astronomer enhances the availability of trusted data for organizations, making it easier for data teams to conduct business analytics effectively. As a commercial developer of Airflow, Astronomer plays a significant role in the data orchestration landscape, serving hundreds of thousands of teams globally.

Structify is a technology company that specializes in data extraction and structuring. It offers a platform that enables businesses to create custom datasets by specifying the data format, selecting sources, and assigning agents to search and extract data. The company's in-house model ensures high-quality and accurate data across various use cases. Structify has found success in industries such as finance, construction, and corporate technology, helping teams extract and organize data from diverse sources like pitch decks, geotechnical documents, and real-time chain of command data.

Hightouch is a customer data platform that specializes in data synchronization between various marketing and operational tools. The company enables businesses to connect their existing data warehouses with applications such as customer relationship management systems, email marketing platforms, and advertising networks. By providing a user-friendly interface, Hightouch simplifies data integration and management, allowing organizations to access and utilize their data effectively without duplication. This approach helps maintain data integrity and security, while empowering clients to leverage their data for personalized marketing campaigns. Hightouch's platform features audience segmentation, data transformation, and automated workflows, which assist businesses in optimizing their marketing strategies and operational processes.

Aleph operates a financial planning and analysis platform designed to enhance the capabilities of traditional spreadsheets such as Excel and Google Sheets. By integrating data from accounting systems and various operational sources, Aleph provides specialized financial tools that are always current. This allows clients to create sophisticated financial models and use cases, ultimately facilitating informed investment decisions. Aleph aims to support finance departments by merging the familiarity of spreadsheets with advanced financial insights, making it a valuable resource for financial professionals.

Cleanlab develops a data-centric artificial intelligence platform aimed at enhancing the quality of datasets for businesses. The platform manages the entire data quality and data-centric AI pipeline within a single framework, facilitating analytics and machine learning tasks. It assists companies in diagnosing and rectifying data issues, thereby improving the integrity of their datasets. Cleanlab’s services include support for data-centric machine learning operations and clean labels, along with enterprise software-as-a-service products tailored for data scientists and engineers. This comprehensive approach enables clients to enhance their data quality and produce more reliable machine learning models.

Polars is a rust based dataframe framework for data scientists and engineers that enables data processing at any scale.

Cleanlab develops a data-centric artificial intelligence platform aimed at enhancing the quality of datasets for businesses. The platform manages the entire data quality and data-centric AI pipeline within a single framework, facilitating analytics and machine learning tasks. It assists companies in diagnosing and rectifying data issues, thereby improving the integrity of their datasets. Cleanlab’s services include support for data-centric machine learning operations and clean labels, along with enterprise software-as-a-service products tailored for data scientists and engineers. This comprehensive approach enables clients to enhance their data quality and produce more reliable machine learning models.

Hightouch is a customer data platform that specializes in data synchronization between various marketing and operational tools. The company enables businesses to connect their existing data warehouses with applications such as customer relationship management systems, email marketing platforms, and advertising networks. By providing a user-friendly interface, Hightouch simplifies data integration and management, allowing organizations to access and utilize their data effectively without duplication. This approach helps maintain data integrity and security, while empowering clients to leverage their data for personalized marketing campaigns. Hightouch's platform features audience segmentation, data transformation, and automated workflows, which assist businesses in optimizing their marketing strategies and operational processes.

Rubber Ducky Labs is a developer of an operational analytics platform focused on enhancing machine learning-powered product recommendations. The company's platform assists in debugging, analyzing, and refining recommender systems, thereby enabling machine learning teams to accelerate their projects. By improving the efficiency and effectiveness of these systems, Rubber Ducky Labs aims to have a significant impact on its clients' profitability.

Granica provides a data readiness platform designed to support enterprises in effectively leveraging artificial intelligence. The platform enables data engineers and leaders to prepare AI-ready data that enhances the efficiency and safety of AI, machine learning, and analytics initiatives. By optimizing data sets for training and inference, Granica reduces storage costs by up to 60% and improves query performance by up to 56%. The company focuses on ensuring data privacy and mitigating the risks of sensitive data leakage while enhancing the accuracy and fairness of AI models. Granica curates and refines training data sets, selecting impactful samples to boost model performance and instill greater trust in AI applications. Targeting industries such as financial services, retail, geo-spatial intelligence, and autonomous vehicles, Granica aims to make AI implementations more effective and beneficial for its clients.

Founded in 2015, PeopleFund is a premier data-driven digital lender in South Korea, specializing in consumer finance. The company aims to provide financial freedom through affordable loans and attractive investment opportunities. Utilizing a proprietary credit model and advanced technology, PeopleFund enhances loan rates for borrowers while maintaining a low loss rate, benefiting both retail and institutional investors. It is recognized as the first digital lender in Korea to exceed $1 billion in loan originations and has innovatively engaged nearly 400,000 retail investors. PeopleFund stands out as the first fintech platform to offer loan and investment products directly through KakaoTalk, a popular messaging app in Korea. Additionally, the company operates a lending platform that collaborates with banks and financial institutions to streamline the loan process, making personal loans accessible at competitive interest rates through various third-party applications.

Founded in 2015, PeopleFund is a premier data-driven digital lender in South Korea, specializing in consumer finance. The company aims to provide financial freedom through affordable loans and attractive investment opportunities. Utilizing a proprietary credit model and advanced technology, PeopleFund enhances loan rates for borrowers while maintaining a low loss rate, benefiting both retail and institutional investors. It is recognized as the first digital lender in Korea to exceed $1 billion in loan originations and has innovatively engaged nearly 400,000 retail investors. PeopleFund stands out as the first fintech platform to offer loan and investment products directly through KakaoTalk, a popular messaging app in Korea. Additionally, the company operates a lending platform that collaborates with banks and financial institutions to streamline the loan process, making personal loans accessible at competitive interest rates through various third-party applications.

Nightfall is a cloud data protection platform that utilizes machine learning to identify and manage business-critical data across various applications. It integrates seamlessly with all SaaS, APIs, and data infrastructures, automatically classifying sensitive information to ensure comprehensive data protection. The platform addresses data exposure and hygiene issues without impacting end users by setting up automated workflows for quarantines, deletions, and alerts. Additionally, Nightfall offers a Developer Platform that provides flexible APIs and SDKs, allowing developers to incorporate its data classification and protection capabilities into their applications. This approach not only enhances security but also saves time for users, helping organizations maintain the safety of their business data.

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.

Founded in 2015, PeopleFund is a premier data-driven digital lender in South Korea, specializing in consumer finance. The company aims to provide financial freedom through affordable loans and attractive investment opportunities. Utilizing a proprietary credit model and advanced technology, PeopleFund enhances loan rates for borrowers while maintaining a low loss rate, benefiting both retail and institutional investors. It is recognized as the first digital lender in Korea to exceed $1 billion in loan originations and has innovatively engaged nearly 400,000 retail investors. PeopleFund stands out as the first fintech platform to offer loan and investment products directly through KakaoTalk, a popular messaging app in Korea. Additionally, the company operates a lending platform that collaborates with banks and financial institutions to streamline the loan process, making personal loans accessible at competitive interest rates through various third-party applications.

Hightouch is a customer data platform that specializes in data synchronization between various marketing and operational tools. The company enables businesses to connect their existing data warehouses with applications such as customer relationship management systems, email marketing platforms, and advertising networks. By providing a user-friendly interface, Hightouch simplifies data integration and management, allowing organizations to access and utilize their data effectively without duplication. This approach helps maintain data integrity and security, while empowering clients to leverage their data for personalized marketing campaigns. Hightouch's platform features audience segmentation, data transformation, and automated workflows, which assist businesses in optimizing their marketing strategies and operational processes.

LeapYear Technologies, Inc., established in 2014 and headquartered in Berkeley, California, specializes in developing a platform that enables enterprises to securely extract value from their most sensitive data. The platform employs differential privacy, a mathematically proven standard, to protect data while allowing it to be leveraged for machine learning and monetization. LeapYear has collaborated with major corporations across various sectors, including financial services, healthcare, technology, and insurance, to combine, analyze, and securely utilize previously restricted and siloed data sources.

Parlay App Inc. is a company that specializes in developing a customer collaboration platform aimed at enhancing the interaction between product development teams and their customers. Founded in 2017 and located in Wilmington, Massachusetts, the platform enables users to share ideas, review potential product updates, analyze user sentiment, and assess the effects of future developments. By fostering direct engagement with users, Parlay App Inc. seeks to address common shortcomings in product development processes, moving away from reliance on analytics and support chat systems to promote more meaningful dialogue between creators and consumers. This approach aims to ensure that products are better aligned with user needs and preferences.

Hightouch is a customer data platform that specializes in data synchronization between various marketing and operational tools. The company enables businesses to connect their existing data warehouses with applications such as customer relationship management systems, email marketing platforms, and advertising networks. By providing a user-friendly interface, Hightouch simplifies data integration and management, allowing organizations to access and utilize their data effectively without duplication. This approach helps maintain data integrity and security, while empowering clients to leverage their data for personalized marketing campaigns. Hightouch's platform features audience segmentation, data transformation, and automated workflows, which assist businesses in optimizing their marketing strategies and operational processes.

Corvus Insurance Agency, LLC, founded in 2017 and headquartered in Boston, Massachusetts, specializes in providing innovative insurance solutions informed by data-driven underwriting. The company offers its proprietary platform, CrowBar, which enables brokers and policyholders to access policy information, report claims, and receive insights on loss prevention and business intelligence. Corvus emphasizes dynamic loss prevention by delivering tailored recommendations aimed at reducing the total cost of risk for clients. The company has expanded its presence with additional offices in New York, Chicago, Los Angeles, Dallas, and Atlanta, positioning itself as a partner that equips brokers and insurance buyers with the knowledge and tools necessary to navigate complex risks effectively.

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.

Astronomer, Inc. is a company based in Cincinnati, Ohio, that specializes in developing a managed platform for data orchestration, primarily utilizing Apache Airflow. Established in 2014, Astronomer offers a comprehensive suite of products and services through its platform, known as Astro. This platform is designed to streamline the process of building, running, and monitoring data pipelines-as-code, catering to the needs of data engineers, scientists, and analysts. By providing tools for deploying, managing, and scaling data workflows, Astronomer enhances the availability of trusted data for organizations, making it easier for data teams to conduct business analytics effectively. As a commercial developer of Airflow, Astronomer plays a significant role in the data orchestration landscape, serving hundreds of thousands of teams globally.

Hazelcast, Inc. specializes in developing an open-source data distribution platform designed for Java applications. The company offers a range of solutions, including an in-memory data grid that facilitates the sharing and partitioning of application data across clusters. Its stream processing engine, Hazelcast Jet, supports continuous intelligence by ingesting and processing data in real time. Additionally, the Hazelcast Management Center provides a web-based interface for monitoring and managing clusters, allowing users to track system performance and update configurations. Hazelcast's unified platform integrates fast data storage with stream processing, enabling businesses to streamline their real-time architectures for applications in artificial intelligence and machine learning. Founded in 2008 and headquartered in Palo Alto, California, with a research office in Istanbul, Turkey, Hazelcast serves a diverse clientele, including notable organizations across various industries.

Verana Health, Inc. is a digital health company based in San Francisco, California, that specializes in transforming healthcare data into actionable insights. Founded in 2008 and formerly known as Digisight Technologies, the company connects healthcare providers with patients through innovative solutions. Its flagship product, SightBook, is a mobile application that enables users to test their vision and share results with their physicians in real-time, facilitating timely appointments and treatments. Verana Health manages data from over 20,000 healthcare providers and 70 electronic health record systems, leveraging its AI-enhanced platform, VeraQ™, to create a robust healthcare data ecosystem. By utilizing advanced analytics on curated datasets, Verana Health supports life sciences partners in improving clinical research and enhancing patient care outcomes.

Reonomy is a commercial real estate data and analytics platform that integrates extensive property information to assist professionals in sourcing deals and making informed decisions. By utilizing big data, partnerships, and machine learning, Reonomy connects various fragmented aspects of the commercial real estate market, offering users access to comprehensive property intelligence. The platform provides valuable insights by combining data on properties, companies, and individuals, enabling lenders, brokers, and investors to identify opportunities and engage with real estate owners effectively. Through its innovative approach, Reonomy empowers users to navigate the complexities of the real estate landscape with greater clarity and confidence.

Nightfall is a cloud data protection platform that utilizes machine learning to identify and manage business-critical data across various applications. It integrates seamlessly with all SaaS, APIs, and data infrastructures, automatically classifying sensitive information to ensure comprehensive data protection. The platform addresses data exposure and hygiene issues without impacting end users by setting up automated workflows for quarantines, deletions, and alerts. Additionally, Nightfall offers a Developer Platform that provides flexible APIs and SDKs, allowing developers to incorporate its data classification and protection capabilities into their applications. This approach not only enhances security but also saves time for users, helping organizations maintain the safety of their business data.

Astronomer, Inc. is a company based in Cincinnati, Ohio, that specializes in developing a managed platform for data orchestration, primarily utilizing Apache Airflow. Established in 2014, Astronomer offers a comprehensive suite of products and services through its platform, known as Astro. This platform is designed to streamline the process of building, running, and monitoring data pipelines-as-code, catering to the needs of data engineers, scientists, and analysts. By providing tools for deploying, managing, and scaling data workflows, Astronomer enhances the availability of trusted data for organizations, making it easier for data teams to conduct business analytics effectively. As a commercial developer of Airflow, Astronomer plays a significant role in the data orchestration landscape, serving hundreds of thousands of teams globally.

Parlay App Inc. is a company that specializes in developing a customer collaboration platform aimed at enhancing the interaction between product development teams and their customers. Founded in 2017 and located in Wilmington, Massachusetts, the platform enables users to share ideas, review potential product updates, analyze user sentiment, and assess the effects of future developments. By fostering direct engagement with users, Parlay App Inc. seeks to address common shortcomings in product development processes, moving away from reliance on analytics and support chat systems to promote more meaningful dialogue between creators and consumers. This approach aims to ensure that products are better aligned with user needs and preferences.

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.

Hazelcast, Inc. specializes in developing an open-source data distribution platform designed for Java applications. The company offers a range of solutions, including an in-memory data grid that facilitates the sharing and partitioning of application data across clusters. Its stream processing engine, Hazelcast Jet, supports continuous intelligence by ingesting and processing data in real time. Additionally, the Hazelcast Management Center provides a web-based interface for monitoring and managing clusters, allowing users to track system performance and update configurations. Hazelcast's unified platform integrates fast data storage with stream processing, enabling businesses to streamline their real-time architectures for applications in artificial intelligence and machine learning. Founded in 2008 and headquartered in Palo Alto, California, with a research office in Istanbul, Turkey, Hazelcast serves a diverse clientele, including notable organizations across various industries.

LeapYear Technologies, Inc., established in 2014 and headquartered in Berkeley, California, specializes in developing a platform that enables enterprises to securely extract value from their most sensitive data. The platform employs differential privacy, a mathematically proven standard, to protect data while allowing it to be leveraged for machine learning and monetization. LeapYear has collaborated with major corporations across various sectors, including financial services, healthcare, technology, and insurance, to combine, analyze, and securely utilize previously restricted and siloed data sources.

LunaDNA is a community-owned platform that facilitates the sharing of health and DNA data for medical research. Founded by the creators of Illumina, a leader in DNA sequencing, LunaDNA addresses the issue of siloed genomic data by providing individuals with a compelling incentive to share their health information. Participants are rewarded with shares in the database, allowing them to benefit from the profits generated by medical research and discoveries. This model not only empowers users to contribute their health records, genomic data, and personal health experiences but also fosters a sense of community ownership. As researchers pay to access the data for their studies, the proceeds are distributed back to the community, akin to dividends. By prioritizing privacy and trust, LunaDNA aims to increase participation in genomic research while facilitating advancements in healthcare that can ultimately save lives.

TidalScale, Inc. develops software that allows multiple commodity hardware servers to operate as a single unified virtual machine. Founded in 2012 and headquartered in Campbell, California, with additional offices in Seoul, South Korea, and Tokyo, Japan, TidalScale specializes in scale-up computing and resource architecture. Its software-defined servers enable organizations to pool and deploy computing resources more efficiently, providing in-memory performance suitable for big data workloads, including applications like Oracle database and SAP HANA. TidalScale's solutions are designed to be self-optimizing and compatible with various applications and operating systems, allowing users to configure virtual servers of different sizes without requiring software changes.

CoinAlpha, Inc. is a fintech software engineering company based in Mountain View, California, established in 2017. The firm specializes in trading and market-making software for digital assets, leveraging expertise in data engineering, machine learning, and blockchain technology. CoinAlpha is known for developing Hummingbot, an open-source software platform that allows users to create market-making and arbitrage bots, as well as Hummingbot Miner, a liquidity mining platform that enables users to earn rewards by executing market-making strategies on selected trading pairs. The company pioneered the concept of liquidity mining in a 2019 whitepaper. Initially started as a quantitative hedge fund, CoinAlpha's founders possess extensive experience in investment banking and trading, having worked at prominent financial institutions, along with engineering roles in notable Silicon Valley companies. The company has successfully raised $14.8 million in funding from various venture capital firms and angel investors to support its innovative solutions in contract-based financial products.

SigFig is a wealth management platform that aims to provide personalized investment advice to investors of all wealth levels. Founded in 2007 and headquartered in San Francisco, the company utilizes a blend of design, data science, and technology to empower users with the information and guidance necessary to achieve their financial goals. SigFig partners with major financial institutions to enhance investment management for both investors and advisors, ensuring a secure and compliant service. Its innovative approach, supported by product and growth labs, accelerates the adoption of its technology among partners, making high-quality investment advice more accessible and affordable. SigFig is backed by prominent financial institutions and top-tier venture capital firms, underscoring its commitment to improving the investment management process.

Reonomy is a commercial real estate data and analytics platform that integrates extensive property information to assist professionals in sourcing deals and making informed decisions. By utilizing big data, partnerships, and machine learning, Reonomy connects various fragmented aspects of the commercial real estate market, offering users access to comprehensive property intelligence. The platform provides valuable insights by combining data on properties, companies, and individuals, enabling lenders, brokers, and investors to identify opportunities and engage with real estate owners effectively. Through its innovative approach, Reonomy empowers users to navigate the complexities of the real estate landscape with greater clarity and confidence.

Corvus Insurance Agency, LLC, founded in 2017 and headquartered in Boston, Massachusetts, specializes in providing innovative insurance solutions informed by data-driven underwriting. The company offers its proprietary platform, CrowBar, which enables brokers and policyholders to access policy information, report claims, and receive insights on loss prevention and business intelligence. Corvus emphasizes dynamic loss prevention by delivering tailored recommendations aimed at reducing the total cost of risk for clients. The company has expanded its presence with additional offices in New York, Chicago, Los Angeles, Dallas, and Atlanta, positioning itself as a partner that equips brokers and insurance buyers with the knowledge and tools necessary to navigate complex risks effectively.

LeapYear Technologies, Inc., established in 2014 and headquartered in Berkeley, California, specializes in developing a platform that enables enterprises to securely extract value from their most sensitive data. The platform employs differential privacy, a mathematically proven standard, to protect data while allowing it to be leveraged for machine learning and monetization. LeapYear has collaborated with major corporations across various sectors, including financial services, healthcare, technology, and insurance, to combine, analyze, and securely utilize previously restricted and siloed data sources.

Trooly, Inc. operates an online platform that enhances peer-to-peer social and business interactions through its Instant Trust™ services. Founded in 2013 and based in San Francisco, California, Trooly serves major financial institutions, peer-to-peer marketplaces, marketers, and employers by providing real-time verification and predictive assessments of trustworthiness. Utilizing advanced machine learning technology, Trooly analyzes digital footprints to deliver insights that exceed traditional background checks and risk management tools. This service aims to bridge the "trust gap" in modern commerce, offering instant evaluations of potential risks and rewards with minimal data input, typically costing under $1 per query and producing results in approximately 30 seconds. Trooly operates as a consumer reporting agency, adhering to privacy and data protection laws while ensuring transparency and respect for individual privacy. As of June 2018, Trooly is a subsidiary of Airbnb, Inc.

SigFig is a wealth management platform that aims to provide personalized investment advice to investors of all wealth levels. Founded in 2007 and headquartered in San Francisco, the company utilizes a blend of design, data science, and technology to empower users with the information and guidance necessary to achieve their financial goals. SigFig partners with major financial institutions to enhance investment management for both investors and advisors, ensuring a secure and compliant service. Its innovative approach, supported by product and growth labs, accelerates the adoption of its technology among partners, making high-quality investment advice more accessible and affordable. SigFig is backed by prominent financial institutions and top-tier venture capital firms, underscoring its commitment to improving the investment management process.

Reonomy is a commercial real estate data and analytics platform that integrates extensive property information to assist professionals in sourcing deals and making informed decisions. By utilizing big data, partnerships, and machine learning, Reonomy connects various fragmented aspects of the commercial real estate market, offering users access to comprehensive property intelligence. The platform provides valuable insights by combining data on properties, companies, and individuals, enabling lenders, brokers, and investors to identify opportunities and engage with real estate owners effectively. Through its innovative approach, Reonomy empowers users to navigate the complexities of the real estate landscape with greater clarity and confidence.

TidalScale, Inc. develops software that allows multiple commodity hardware servers to operate as a single unified virtual machine. Founded in 2012 and headquartered in Campbell, California, with additional offices in Seoul, South Korea, and Tokyo, Japan, TidalScale specializes in scale-up computing and resource architecture. Its software-defined servers enable organizations to pool and deploy computing resources more efficiently, providing in-memory performance suitable for big data workloads, including applications like Oracle database and SAP HANA. TidalScale's solutions are designed to be self-optimizing and compatible with various applications and operating systems, allowing users to configure virtual servers of different sizes without requiring software changes.

Hazelcast, Inc. specializes in developing an open-source data distribution platform designed for Java applications. The company offers a range of solutions, including an in-memory data grid that facilitates the sharing and partitioning of application data across clusters. Its stream processing engine, Hazelcast Jet, supports continuous intelligence by ingesting and processing data in real time. Additionally, the Hazelcast Management Center provides a web-based interface for monitoring and managing clusters, allowing users to track system performance and update configurations. Hazelcast's unified platform integrates fast data storage with stream processing, enabling businesses to streamline their real-time architectures for applications in artificial intelligence and machine learning. Founded in 2008 and headquartered in Palo Alto, California, with a research office in Istanbul, Turkey, Hazelcast serves a diverse clientele, including notable organizations across various industries.

SigFig is a wealth management platform that aims to provide personalized investment advice to investors of all wealth levels. Founded in 2007 and headquartered in San Francisco, the company utilizes a blend of design, data science, and technology to empower users with the information and guidance necessary to achieve their financial goals. SigFig partners with major financial institutions to enhance investment management for both investors and advisors, ensuring a secure and compliant service. Its innovative approach, supported by product and growth labs, accelerates the adoption of its technology among partners, making high-quality investment advice more accessible and affordable. SigFig is backed by prominent financial institutions and top-tier venture capital firms, underscoring its commitment to improving the investment management process.

Driven, Inc. specializes in Big Data application development and performance management solutions, serving customers globally. The company's flagship product, Driven, is a comprehensive application performance management tool designed for Big Data applications, offering essential capabilities such as debugging, visibility, reporting, and management for DevOps teams. It supports various major processing frameworks, including Apache Hive, MapReduce, and Apache Spark, enabling organizations to effectively monitor and optimize the performance of their enterprise data applications. Additionally, Driven provides Cascading, a platform for building Big Data applications on Apache Hadoop, along with a suite of services for performance monitoring, troubleshooting, analytics, and reporting. The company also offers training services for its solutions. Founded in 2008 and based in San Francisco, California, Driven, Inc. operates as a subsidiary of Xplenty Ltd. and caters to a diverse range of industries, including social media, retail, financial services, telecommunications, bioinformatics, and geospatial sectors.

Hazelcast, Inc. specializes in developing an open-source data distribution platform designed for Java applications. The company offers a range of solutions, including an in-memory data grid that facilitates the sharing and partitioning of application data across clusters. Its stream processing engine, Hazelcast Jet, supports continuous intelligence by ingesting and processing data in real time. Additionally, the Hazelcast Management Center provides a web-based interface for monitoring and managing clusters, allowing users to track system performance and update configurations. Hazelcast's unified platform integrates fast data storage with stream processing, enabling businesses to streamline their real-time architectures for applications in artificial intelligence and machine learning. Founded in 2008 and headquartered in Palo Alto, California, with a research office in Istanbul, Turkey, Hazelcast serves a diverse clientele, including notable organizations across various industries.

TidalScale, Inc. develops software that allows multiple commodity hardware servers to operate as a single unified virtual machine. Founded in 2012 and headquartered in Campbell, California, with additional offices in Seoul, South Korea, and Tokyo, Japan, TidalScale specializes in scale-up computing and resource architecture. Its software-defined servers enable organizations to pool and deploy computing resources more efficiently, providing in-memory performance suitable for big data workloads, including applications like Oracle database and SAP HANA. TidalScale's solutions are designed to be self-optimizing and compatible with various applications and operating systems, allowing users to configure virtual servers of different sizes without requiring software changes.

DataStax, Inc. is a provider of database software specifically designed for cloud applications, catering to Fortune 100 companies both in the United States and internationally. The company offers a range of products including DataStax Enterprise, which is based on Apache Cassandra and supports online applications requiring high performance and reliability. Additionally, DataStax provides tools such as OpsCenter for database management and monitoring, K8ssandra for deploying Cassandra on Kubernetes, and Astra, a database-as-a-service that significantly reduces deployment time. With a focus on real-time processing, DataStax also enables the building of generative AI applications through its vector database, which supports developers with various integration capabilities. The company's services are complemented by training, certification, support, and consulting. Founded in 2010 and headquartered in Santa Clara, California, DataStax has expanded its presence with offices in multiple global locations including the United Kingdom, Japan, France, Germany, Australia, and Ireland.

SigFig is a wealth management platform that aims to provide personalized investment advice to investors of all wealth levels. Founded in 2007 and headquartered in San Francisco, the company utilizes a blend of design, data science, and technology to empower users with the information and guidance necessary to achieve their financial goals. SigFig partners with major financial institutions to enhance investment management for both investors and advisors, ensuring a secure and compliant service. Its innovative approach, supported by product and growth labs, accelerates the adoption of its technology among partners, making high-quality investment advice more accessible and affordable. SigFig is backed by prominent financial institutions and top-tier venture capital firms, underscoring its commitment to improving the investment management process.

Novus Partners, Inc. is a New York-based firm that provides data, analysis, and tools tailored for alternative investors, including hedge funds, fund of funds, and family offices. The company specializes in collecting and enriching data from various sources such as administrators, prime brokers, custodians, and accounting systems. By combining this data with market, fundamental, and economic information, Novus enhances the analytical capabilities available to its clients. Its portfolio analytics and intelligence platform assists institutional investors like pensions, sovereign wealth funds, and endowments in assessing risk, performance, and attribution, ultimately enabling them to achieve higher returns through informed decision-making.

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.

EDGAR Online, Inc. specializes in the creation and distribution of financial data and public filings pertaining to equities, mutual funds, and other publicly traded assets in the United States. Established in 1996 and headquartered in Maryland, the company, originally known as Cybernet Data Systems, Inc., rebranded as EDGAR Online in January 1999. The firm provides a range of financial information products that assist users in analyzing the financial, business, and ownership conditions of various investment vehicles. Its offerings include standardized and as-reported financial data, annual and quarterly financial statements, insider trades, institutional holdings, and disclosures such as Form 8-K and electronic prospectuses. These products are available through online subscriptions, data licenses, and data feeds, catering to the needs of investors and analysts alike.

vAuto, a brand of Cox Automotive since 2010, specializes in providing a comprehensive suite of inventory management solutions tailored for automotive dealers. The company leverages advanced retail and wholesale market data along with data science-driven insights to facilitate informed decision-making throughout the inventory lifecycle, from sourcing to selling. By offering end-to-end solutions, vAuto enables clients to enhance the efficiency and profitability of their operations. Additionally, vAuto's innovations, such as ProfitTime GPS, utilize artificial intelligence and machine learning to further support dealers in optimizing their performance. The company is dedicated to helping automotive dealers improve their business practices through insightful data and tailored support.

Amazon Robotics specializes in the development of advanced automation solutions using artificial intelligence and machine learning. The company focuses on creating mobile material handling systems that enhance the storage, movement, and sorting of products within warehouses. Its innovative mobile fulfillment systems include ItemFetch, which assists in picking items; OrderFetch, designed for sorting orders to the dock door; and CaseFetch, which delivers pallets to workers for efficient case picking and replenishment. By integrating these technologies, Amazon Robotics aims to streamline product management and improve operational efficiency for its clients. The company also leverages its expertise in machine learning to support data scientists and developers in building and training their models.

iPhrase Technologies, Inc. specializes in self-service search and navigation software designed for mission-critical applications. Its flagship product, the One Step™ platform, enhances access to valuable information through advanced technologies such as natural language processing and in-depth analytics. This platform delivers a superior online search experience, providing relevant and user-friendly results across various information sources, including data, documents, and applications. By optimizing existing systems, One Step aims to improve technology investment returns, leading to increased revenue, reduced costs, enhanced customer satisfaction, and greater productivity. iPhrase Technologies caters to organizations with complex offerings, enabling them to automate sales, service, and support operations effectively. The company, founded by former MIT researchers and business leaders, has established a presence in Cambridge, MA, and San Mateo, CA, with a notable client roster that includes Charles Schwab & Co., Neiman Marcus, LexisNexis, and TD Waterhouse.