New Enterprise Associates

Music AI is a software company specializing in artificial intelligence solutions for music and audio technology. It offers musicians and producers a suite of AI tools including audio separation, pitch/chord detection, metronome, tempo changer, and mastering.

Lily AI is an innovative e-commerce product discovery platform based in Mountain View, California, that focuses on enhancing the sales performance of brands and retailers. The company specializes in integrating customer-centric product attributes into various facets of the e-commerce ecosystem, including site search engines and recommendation systems. By aligning brand messaging with customer intent, Lily AI improves on-site search, personalized product discovery, and demand prediction. This approach enables retailers, particularly in the fashion, home, and beauty sectors, to achieve significant increases in traffic, conversion rates, revenue, and brand loyalty.

Propense.ai is a SaaS platform that utilizes AI technology to help businesses identify new revenue streams. By employing a predictive sales intelligence model, it analyzes historical and market data to uncover hidden revenue opportunities. The platform offers real-time access to cross-selling scores, precise forecasting metrics, and predictive growth intelligence, which empowers firms to understand what products or services to sell to their clients next. By surfacing high-potential market opportunities and addressing revenue leakage, Propense.ai enables business leadership and professionals to enhance client service, gain strategic insights, and ultimately increase overall revenue.

Granica is a company that specializes in enhancing the efficiency and safety of artificial intelligence applications through its AI Data Readiness Platform. This platform assists data engineers and leaders in creating AI-ready data, which is crucial for optimizing machine learning models and analytics. By improving the efficiency of tabular and natural language processing training data, Granica significantly reduces storage costs and enhances query performance. The company focuses on mitigating risks associated with sensitive data leakage and harmful content, thereby ensuring privacy and safety in AI inputs and outputs. Granica curates and refines training datasets to select impactful samples, ultimately boosting the performance and reliability of AI models. Targeting enterprises in data-intensive sectors such as financial services, retail, geo-spatial intelligence, and autonomous vehicles, Granica enables clients to leverage AI more effectively, enhancing trust and improving business outcomes.

Founded in 2022, Sundeck is a Santa Clara-based company specializing in data infrastructure and analytics. It offers a platform that customizes Snowflake's behavior for every query, providing features such as warehouse optimization, adaptive controls, cost management, and new query syntax.

Union.ai is a Kubernetes-native workflow orchestration platform for data and machine learning at scale. Union.ai provides software users with the tools they need to move their ideas from concept to high-quality production. Union's aim is to organize the numerous processes required to train and grow the most sophisticated and dynamic machine learning and data products.

SimpleRose Inc. is a technology company based in Saint Louis, Missouri, that specializes in developing a prescriptive analytics platform aimed at enhancing decision-making in complex environments. Founded in 2018, the company offers solutions that optimize and accelerate processes such as scheduling, production planning, and portfolio optimization. By leveraging advanced algorithmic innovations, SimpleRose’s platform provides high levels of numerical accuracy, speed, and the capability for continuous analysis, enabling organizations to effectively address operational challenges and make informed decisions.

Merge simplifies secure data access by offering Unified APIs across key software categories like HRIS, accounting, CRM, and file storage. It handles the entire integration lifecycle, from initial build to maintenance, enabling thousands of companies to unblock sales, reduce churn, accelerate product launch, and save engineering resources.

Snowplow is an enterprise-grade event analytics platform that specializes in behavioral data management. It empowers data teams by providing tools to track, contextualize, validate, and model customer interactions on websites and applications. The platform integrates web analytics with various third-party data sources, allowing businesses to gain comprehensive insights into customer behavior. Snowplow's solutions facilitate customer journey analytics, marketing attribution, product analytics, and paywall optimization, addressing complex data challenges and enhancing overall data-driven decision-making for organizations.

Lily AI is an innovative e-commerce product discovery platform based in Mountain View, California, that focuses on enhancing the sales performance of brands and retailers. The company specializes in integrating customer-centric product attributes into various facets of the e-commerce ecosystem, including site search engines and recommendation systems. By aligning brand messaging with customer intent, Lily AI improves on-site search, personalized product discovery, and demand prediction. This approach enables retailers, particularly in the fashion, home, and beauty sectors, to achieve significant increases in traffic, conversion rates, revenue, and brand loyalty.

Graft offers a modern AI platform that empowers data teams to create production-ready AI solutions with minimal effort. It leverages foundation models and requires no machine learning expertise, additional hiring, or infrastructure maintenance.

Union.ai is a Kubernetes-native workflow orchestration platform for data and machine learning at scale. Union.ai provides software users with the tools they need to move their ideas from concept to high-quality production. Union's aim is to organize the numerous processes required to train and grow the most sophisticated and dynamic machine learning and data products.

Datafold is a software company that automates analytical data quality management. Its platform enables instant table comparisons, data profiling, and automated validation of ETL changes and data transfers. It supports monitoring and QA across data pipelines and integrates with data engineering workflows to streamline data quality processes. The goal is to help organizations extract more value from analytical data by ensuring accuracy, consistency, and reliability of data used for analytics and decision-making. Founded in 2020 and based in San Francisco, California, Datafold provides tools that simplify data QA and automate data engineering tasks.

Merge simplifies secure data access by offering Unified APIs across key software categories like HRIS, accounting, CRM, and file storage. It handles the entire integration lifecycle, from initial build to maintenance, enabling thousands of companies to unblock sales, reduce churn, accelerate product launch, and save engineering resources.

Founded in 2013, Clarifai specializes in advanced image recognition systems for detecting near-duplicates and enabling visual search. Its platform recognizes various categories, objects, and tags in images, and finds similar images in large uncategorized repositories using a combination of semantic and visual similarity.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

Merge simplifies secure data access by offering Unified APIs across key software categories like HRIS, accounting, CRM, and file storage. It handles the entire integration lifecycle, from initial build to maintenance, enabling thousands of companies to unblock sales, reduce churn, accelerate product launch, and save engineering resources.

Aetion is a New York‑based company that builds a real‑world evidence platform. It aggregates claims, electronic health records, registries and clinical trial data to generate analytics that help payers, providers, biopharma and medical device firms assess the effectiveness and value of treatments. The platform’s rapid‑cycle analytics enable real‑time collaboration between payers, providers and life‑science companies, supporting value‑based care decisions. Founded in 2012 by Harvard Medical School faculty and data scientists, it has partnerships with McKesson and receives backing from major venture investors. The platform is used worldwide by health‑economists, epidemiologists and biostatisticians for database analytics and comparative‑effectiveness research.

Personal Genome Diagnostics, Inc. is a biotechnology company focused on patient-specific analyses of cancer genomes. Established in 2010 and headquartered in Baltimore, Maryland, the company has pioneered technologies for non-invasive "liquid biopsy" approaches, allowing for the detection of tumor-specific alterations in circulating cell-free DNA. Its offerings include the METDetect Assay for identifying MET gene amplifications, LungSelect for detecting actionable genetic alterations in non-small cell lung cancer patients, and PGDx elio plasma resolve, which analyzes various genetic mutations from plasma samples. Additionally, Personal Genome Diagnostics provides RNAcomplete, enabling researchers to extract both RNA and genomic DNA from a single tissue sample, and CancerXOME, which captures and analyzes coding regions of genes. The company collaborates with institutions like Mayo Clinic and partners with KingMed Diagnostics to enhance its research and diagnostic capabilities, thereby empowering oncologists and researchers with crucial genomic insights to combat cancer.

WireWheel, Inc. is a software company specializing in data privacy management solutions, designed to assist organizations in complying with various data protection regulations such as the EU GDPR and HIPAA. Established in 2016 and headquartered in Arlington, Virginia, WireWheel offers a cloud-based platform that integrates machine learning and data science to streamline privacy program management and subject rights request handling. The platform facilitates the automatic mapping of public cloud assets and aids in managing third-party relationships, enabling organizations to effectively navigate compliance obligations while maximizing the value of their data assets. WireWheel's innovative approach positions its clients to operationalize privacy effectively within their enterprises.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

Datafold is a software company that automates analytical data quality management. Its platform enables instant table comparisons, data profiling, and automated validation of ETL changes and data transfers. It supports monitoring and QA across data pipelines and integrates with data engineering workflows to streamline data quality processes. The goal is to help organizations extract more value from analytical data by ensuring accuracy, consistency, and reliability of data used for analytics and decision-making. Founded in 2020 and based in San Francisco, California, Datafold provides tools that simplify data QA and automate data engineering tasks.

Lily AI is an innovative e-commerce product discovery platform based in Mountain View, California, that focuses on enhancing the sales performance of brands and retailers. The company specializes in integrating customer-centric product attributes into various facets of the e-commerce ecosystem, including site search engines and recommendation systems. By aligning brand messaging with customer intent, Lily AI improves on-site search, personalized product discovery, and demand prediction. This approach enables retailers, particularly in the fashion, home, and beauty sectors, to achieve significant increases in traffic, conversion rates, revenue, and brand loyalty.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

Intelligence Node is a real-time retail price intelligence platform that empowers businesses to drive product-level profitability and grow margins using data-driven competitive insights. It offers an intuitive user interface powered by proprietary AI-driven algorithms, providing unmatched pricing accuracy from the world's largest dataset.

Heap Inc. is a company that develops an analytics infrastructure designed for online businesses, enabling them to capture and analyze customer interactions across web, mobile, and cloud platforms. Founded in 2012 and headquartered in San Francisco, California, Heap's solution automates the collection and organization of customer behavioral data, such as clicks, transactions, and form submissions, without requiring additional coding. This streamlined approach allows businesses to gain a comprehensive understanding of their users, facilitating informed decision-making and enhancing product development. Heap serves a diverse range of industries, including e-commerce, financial services, and SaaS, with over 6,000 clients that include notable companies across various sectors. The company is committed to empowering organizations to focus on insights and actions that drive business success.

Bitglass, Inc. is an information technology company that specializes in providing security solutions for sensitive data across cloud and mobile platforms while maintaining employee privacy. Founded in 2013 and headquartered in Campbell, California, Bitglass offers a comprehensive cloud security platform that integrates a cloud access security broker, a secure web gateway, and zero-trust network access. This platform enables enterprises to move to SaaS-based and mobile environments securely, delivering real-time end-to-end data protection. Bitglass's solutions allow organizations to track confidential files, monitor for suspicious behavior, and receive alerts regarding policy violations and data leakage, ensuring robust security for all interactions across devices. The company also has regional offices in Toronto, Canada.

Igneous Systems, Inc., founded in October 2013 and headquartered in Seattle, Washington, specializes in enterprise data center infrastructure and unstructured data management. The company offers a comprehensive as-a-Service solution that provides businesses with visibility, protection, and mobility for their unstructured data on a large scale. Igneous’s cloud-native, API-enabled platform integrates various unstructured data management functions, allowing organizations to maximize the value of their data while minimizing risks and optimizing IT resource utilization. Its services include consolidated backup, file system archiving, and efficient management of unstructured data, all aimed at enhancing workflow productivity for data-centric enterprises.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

Aetion is a New York‑based company that builds a real‑world evidence platform. It aggregates claims, electronic health records, registries and clinical trial data to generate analytics that help payers, providers, biopharma and medical device firms assess the effectiveness and value of treatments. The platform’s rapid‑cycle analytics enable real‑time collaboration between payers, providers and life‑science companies, supporting value‑based care decisions. Founded in 2012 by Harvard Medical School faculty and data scientists, it has partnerships with McKesson and receives backing from major venture investors. The platform is used worldwide by health‑economists, epidemiologists and biostatisticians for database analytics and comparative‑effectiveness research.

Big Data Federation is a financial technology company based in Palo Alto, California, founded in 2015. It specializes in developing and providing big data and analytics solutions using artificial intelligence to predict financial, economical, and world events. The company's scalable platform processes billions of data points from various sources, employing continuously-learning proprietary algorithms to generate highly accurate real-time predictions across companies, industries, economies, currencies, and commodities. These insights support short- and long-term investment decisions, business strategic planning, and fiscal and monetary economic policies. Big Data Federation's offerings include PredictionValley, a cloud-based machine-learning platform that provides buy or sell signals for trading decisions based on predicted fundamentals and stock movements around earnings.

WireWheel, Inc. is a software company specializing in data privacy management solutions, designed to assist organizations in complying with various data protection regulations such as the EU GDPR and HIPAA. Established in 2016 and headquartered in Arlington, Virginia, WireWheel offers a cloud-based platform that integrates machine learning and data science to streamline privacy program management and subject rights request handling. The platform facilitates the automatic mapping of public cloud assets and aids in managing third-party relationships, enabling organizations to effectively navigate compliance obligations while maximizing the value of their data assets. WireWheel's innovative approach positions its clients to operationalize privacy effectively within their enterprises.

Infoworks.io, Inc. is an enterprise software company that specializes in automated data management solutions for organizations seeking to optimize their cloud data operations. Founded in 2014 and headquartered in Palo Alto, California, with an additional office in Bengaluru, India, Infoworks offers its flagship product, DataFoundry, which facilitates the discovery, loading, organization, and management of data on Hadoop. The platform supports data operations and orchestration, enabling organizations to streamline workflows from data ingestion to analytics in various environments, including cloud, multi-cloud, and hybrid settings. Infoworks' solutions encompass data ingestion, synchronization, preparation, cube generation, and workflow management, significantly accelerating cloud migration processes and modernizing data operations while reducing costs. By enhancing agility and scalability, Infoworks empowers enterprises to leverage their data for advanced analytics, artificial intelligence, and machine learning applications more efficiently.

GrowingIO is a prominent analytics platform provider based in Beijing, China, established in May 2015 by Simon Zhang, Dingding Ye, Justin Chen, Yuanming Shan, and Jonathan Wu. The company specializes in helping businesses drive growth through data insights. GrowingIO's platform enables customers to track user behavior data across apps, mini-apps (such as WeChat), and websites, build dashboards, and analyze quick insights. By providing real-time behavioral data and efficient management of core business indicators, GrowingIO empowers companies with data-driven information to support their growth strategies.

SimpleRose Inc. is a technology company based in Saint Louis, Missouri, that specializes in developing a prescriptive analytics platform aimed at enhancing decision-making in complex environments. Founded in 2018, the company offers solutions that optimize and accelerate processes such as scheduling, production planning, and portfolio optimization. By leveraging advanced algorithmic innovations, SimpleRose’s platform provides high levels of numerical accuracy, speed, and the capability for continuous analysis, enabling organizations to effectively address operational challenges and make informed decisions.

Enigma Technologies, Inc. is an operational data management and intelligence company based in New York. It specializes in providing a searchable database of public records, information, and documents, facilitating streamlined operations and informed decision-making for its users. The company offers a suite of products, including Enigma Data Infrastructure, which features tools for data operations and metadata enhancement, and Enigma Solutions, tailored for specific industries such as financial services, pharmacovigilance, and insurance. Enigma also provides analysis-ready public data relevant to sectors like oil and gas, healthcare, and company reference data. Additionally, Enigma operates Enigma Labs, which focuses on developing open data tools for public use, and offers an API to support developers in creating data-rich applications. The company is recognized for its contributions to small business intelligence, delivering timely and accurate insights on the identity and risk profile of small businesses, thus aiding firms in areas such as insurance risk assessment and fraud prevention. Enigma Technologies was incorporated in 2011.

Tamr is an enterprise data unification company based in Cambridge, Massachusetts. It builds a platform that uses machine learning and human insight to connect and enrich disparate data sources at scale. The solution supports data preparation, mastering, and integration for industries such as financial services, life sciences, government, oil and gas, manufacturing, consumer packaged goods, telecommunications, and media. It offers applications for procurement analytics, clinical data conversion, media analytics, and customer data integration. The platform helps organizations derive actionable insights and improve decision-making. Founded in 2013 by database experts, it has deployed in production at information services providers, pharmaceutical firms, and retailers.

WaterBit is a developer of precision irrigation solutions that enhance crop quality and optimize water usage for growers. The company's innovative technology enables precise control of local irrigation by considering factors such as plant growth stages and soil conditions with a level of granularity and accuracy unmatched by traditional methods. This sophisticated approach helps cultivators avoid crop failures and improve yields while also implementing labor-saving strategies. By translating advanced technology into practical applications, WaterBit delivers significant value to the agricultural sector, promoting sustainable and efficient farming practices.

Reltio develops cloud-based enterprise data management solutions. It offers a modern data management platform that organizes complex data from various sources into a single, trusted information source. The platform leverages AI to integrate and consolidate data, enabling real-time views, duplicate entity resolution, and data-driven decision-making across industries.

Aetion is a New York‑based company that builds a real‑world evidence platform. It aggregates claims, electronic health records, registries and clinical trial data to generate analytics that help payers, providers, biopharma and medical device firms assess the effectiveness and value of treatments. The platform’s rapid‑cycle analytics enable real‑time collaboration between payers, providers and life‑science companies, supporting value‑based care decisions. Founded in 2012 by Harvard Medical School faculty and data scientists, it has partnerships with McKesson and receives backing from major venture investors. The platform is used worldwide by health‑economists, epidemiologists and biostatisticians for database analytics and comparative‑effectiveness research.

DataVisor Inc. is a technology company specializing in fraud and financial crime detection through advanced big data solutions. Founded in 2013 and headquartered in Mountain View, California, the company employs unsupervised machine learning to identify and predict attack vectors across various user accounts. Its flagship products include dCube, a proactive fraud management solution that detects known and unknown fraud, and dVector, which provides accurate fraud signals and contextual analysis for effective decision-making. DataVisor also offers dEdge, which gathers real-time intelligence from connected devices to safeguard mobile and web applications against manipulation and threats. The company's solutions address a wide range of issues, including account takeovers, fake accounts, transaction fraud, and content moderation, serving industries such as financial services, e-commerce, social platforms, and telecommunications.

Igneous Systems, Inc., founded in October 2013 and headquartered in Seattle, Washington, specializes in enterprise data center infrastructure and unstructured data management. The company offers a comprehensive as-a-Service solution that provides businesses with visibility, protection, and mobility for their unstructured data on a large scale. Igneous’s cloud-native, API-enabled platform integrates various unstructured data management functions, allowing organizations to maximize the value of their data while minimizing risks and optimizing IT resource utilization. Its services include consolidated backup, file system archiving, and efficient management of unstructured data, all aimed at enhancing workflow productivity for data-centric enterprises.

Personal Genome Diagnostics, Inc. is a biotechnology company focused on patient-specific analyses of cancer genomes. Established in 2010 and headquartered in Baltimore, Maryland, the company has pioneered technologies for non-invasive "liquid biopsy" approaches, allowing for the detection of tumor-specific alterations in circulating cell-free DNA. Its offerings include the METDetect Assay for identifying MET gene amplifications, LungSelect for detecting actionable genetic alterations in non-small cell lung cancer patients, and PGDx elio plasma resolve, which analyzes various genetic mutations from plasma samples. Additionally, Personal Genome Diagnostics provides RNAcomplete, enabling researchers to extract both RNA and genomic DNA from a single tissue sample, and CancerXOME, which captures and analyzes coding regions of genes. The company collaborates with institutions like Mayo Clinic and partners with KingMed Diagnostics to enhance its research and diagnostic capabilities, thereby empowering oncologists and researchers with crucial genomic insights to combat cancer.

Lily AI is an innovative e-commerce product discovery platform based in Mountain View, California, that focuses on enhancing the sales performance of brands and retailers. The company specializes in integrating customer-centric product attributes into various facets of the e-commerce ecosystem, including site search engines and recommendation systems. By aligning brand messaging with customer intent, Lily AI improves on-site search, personalized product discovery, and demand prediction. This approach enables retailers, particularly in the fashion, home, and beauty sectors, to achieve significant increases in traffic, conversion rates, revenue, and brand loyalty.

WireWheel, Inc. is a software company specializing in data privacy management solutions, designed to assist organizations in complying with various data protection regulations such as the EU GDPR and HIPAA. Established in 2016 and headquartered in Arlington, Virginia, WireWheel offers a cloud-based platform that integrates machine learning and data science to streamline privacy program management and subject rights request handling. The platform facilitates the automatic mapping of public cloud assets and aids in managing third-party relationships, enabling organizations to effectively navigate compliance obligations while maximizing the value of their data assets. WireWheel's innovative approach positions its clients to operationalize privacy effectively within their enterprises.

Cydan is an orphan drug accelerator focused on developing therapies for patients with rare genetic diseases. The company identifies and de-risks compounds that hold therapeutic and commercial potential, employing a rigorous process to generate data that supports both development pathways and the formation of new companies. With a team that boasts deep expertise in drug development and strong relationships within academia and patient advocacy, Cydan accelerates therapies through various stages, including clinical, regulatory, and commercial development. By facilitating the creation of effective treatments, Cydan aims to improve the lives of patients and families affected by rare diseases.

BrandShield is a digital risk protection company that offers comprehensive cybersecurity solutions focused on brand protection. Utilizing advanced artificial intelligence and data analysis, BrandShield monitors, detects, and removes various online threats, including scams, counterfeit sales, trademark infringements, and social media impersonation. Its patented technology employs sophisticated algorithms and pattern recognition to identify and prioritize threats, enabling organizations to effectively combat fraud and protect their digital assets. BrandShield provides a range of services, including enforcement tools for takedown actions, making brand protection accessible for businesses of all sizes. By revolutionizing online brand protection, BrandShield enhances the ability of organizations to safeguard their reputation and assets in an increasingly complex digital landscape.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

UnifyID, founded in 2015 and based in San Francisco, California, specializes in developing an identity platform centered around implicit authentication. This innovative approach identifies users uniquely by analyzing sensor data from everyday devices and employing machine learning algorithms. The method relies on factors such as location, habits, and signals from personal devices, making it highly secure and difficult to replicate. UnifyID's technology respects user privacy while enhancing the authentication process both in digital applications and physical environments.

Segment.io, Inc. is a company that specializes in customer data infrastructure, enabling businesses to collect, unify, and connect their customer data across various platforms. Founded in 2011 and headquartered in San Francisco, California, Segment offers a single API that allows organizations to track customer information across multiple devices and channels. This data can be seamlessly sent to a variety of third-party tools, internal systems, or SQL databases. Additionally, Segment provides a product known as Data Lakes, which assists companies in leveraging their customer data to enhance user experiences. The company also maintains an office in Dublin, Ireland, and operates as a subsidiary of Twilio Inc. as of November 2020.

Heap Inc. is a company that develops an analytics infrastructure designed for online businesses, enabling them to capture and analyze customer interactions across web, mobile, and cloud platforms. Founded in 2012 and headquartered in San Francisco, California, Heap's solution automates the collection and organization of customer behavioral data, such as clicks, transactions, and form submissions, without requiring additional coding. This streamlined approach allows businesses to gain a comprehensive understanding of their users, facilitating informed decision-making and enhancing product development. Heap serves a diverse range of industries, including e-commerce, financial services, and SaaS, with over 6,000 clients that include notable companies across various sectors. The company is committed to empowering organizations to focus on insights and actions that drive business success.

Reltio develops cloud-based enterprise data management solutions. It offers a modern data management platform that organizes complex data from various sources into a single, trusted information source. The platform leverages AI to integrate and consolidate data, enabling real-time views, duplicate entity resolution, and data-driven decision-making across industries.

Prattle Analytics is a developer of an investment analytics platform that focuses on measuring sentiment and predicting the market impact of publicly available content. The company utilizes proprietary technology, including Natural Language Processing and machine learning, to analyze complex communications from various sources, such as corporate announcements and central bank statements. By transforming this information into real-time, quantitative data, Prattle enables asset managers to better understand and anticipate market movements. This innovative approach helps investment professionals strengthen their investment theses and make informed trading decisions, addressing the challenges faced by equity analysts who often lack the time and resources to thoroughly evaluate the language influencing stock prices.

Mighty AI, Inc. is a provider of Training Data as a Service, specializing in delivering high-quality datasets for businesses developing computer vision and natural language processing models. Established in 2014 and headquartered in Seattle, Washington, with an additional office in Detroit, Michigan, the company operates a platform that connects a global community of individuals who perform micro tasks, such as object identification in images and sentiment analysis of text. This community enhances the accuracy and scalability of the data provided, as Mighty AI combines its proprietary machine learning technology with a suite of annotation software and managed services. The company primarily serves clients in sectors like autonomous vehicles, leveraging its expertise and resources to meet the evolving needs of its customers worldwide. In January 2017, the company rebranded from Spare5 Inc. to Mighty AI, and it is currently a subsidiary of Uber Technologies, Inc.

Bitglass, Inc. is an information technology company that specializes in providing security solutions for sensitive data across cloud and mobile platforms while maintaining employee privacy. Founded in 2013 and headquartered in Campbell, California, Bitglass offers a comprehensive cloud security platform that integrates a cloud access security broker, a secure web gateway, and zero-trust network access. This platform enables enterprises to move to SaaS-based and mobile environments securely, delivering real-time end-to-end data protection. Bitglass's solutions allow organizations to track confidential files, monitor for suspicious behavior, and receive alerts regarding policy violations and data leakage, ensuring robust security for all interactions across devices. The company also has regional offices in Toronto, Canada.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

Cyence Inc. is a technology company based in San Mateo, California, specializing in economic modeling of cyber risk for the global insurance industry. Founded in 2014, Cyence has developed a sophisticated analytics platform that quantifies the financial impact of cyber risk in both probabilities and monetary terms. This platform assists insurance professionals in various aspects of risk management, including prospecting and selecting risks, assessing and pricing those risks, and managing risk portfolios and accumulations. By leveraging large-scale data collection, machine learning, and advanced economic modeling, Cyence enables insurers to effectively navigate the complexities of cyber risk and innovate new insurance products. As of November 2017, Cyence operates as a subsidiary of Guidewire Software, Inc.

Ravel Law, Inc. operates a legal analytics platform that provides tools for lawyers to find, contextualize, and interpret legal information, transforming data into actionable insights. Founded in 2012 and based in San Francisco, California, the company offers a suite of analytical research tools, including court, judge, and case analytics, along with interactive visualizations. These resources are designed to assist attorneys, law students, and legal professionals in analyzing and understanding legal data effectively. By providing data-driven insights, Ravel Law enhances the way legal practitioners prepare for litigation and navigate complex legal landscapes. The company operates as a subsidiary of LexisNexis Legal & Professional Inc., having spun out from Stanford University’s Law School, Computer Science Department, and d.school.

Heap Inc. is a company that develops an analytics infrastructure designed for online businesses, enabling them to capture and analyze customer interactions across web, mobile, and cloud platforms. Founded in 2012 and headquartered in San Francisco, California, Heap's solution automates the collection and organization of customer behavioral data, such as clicks, transactions, and form submissions, without requiring additional coding. This streamlined approach allows businesses to gain a comprehensive understanding of their users, facilitating informed decision-making and enhancing product development. Heap serves a diverse range of industries, including e-commerce, financial services, and SaaS, with over 6,000 clients that include notable companies across various sectors. The company is committed to empowering organizations to focus on insights and actions that drive business success.

Reltio develops cloud-based enterprise data management solutions. It offers a modern data management platform that organizes complex data from various sources into a single, trusted information source. The platform leverages AI to integrate and consolidate data, enabling real-time views, duplicate entity resolution, and data-driven decision-making across industries.

GrowingIO is a prominent analytics platform provider based in Beijing, China, established in May 2015 by Simon Zhang, Dingding Ye, Justin Chen, Yuanming Shan, and Jonathan Wu. The company specializes in helping businesses drive growth through data insights. GrowingIO's platform enables customers to track user behavior data across apps, mini-apps (such as WeChat), and websites, build dashboards, and analyze quick insights. By providing real-time behavioral data and efficient management of core business indicators, GrowingIO empowers companies with data-driven information to support their growth strategies.

LinkDoc Technology Limited, founded in 2014 and headquartered in Beijing, China, specializes in developing medical data solutions and big data platforms focused on oncology. The company provides clinical structured data services to oncology hospitals, enabling them to address scientific and clinical challenges effectively. LinkDoc is dedicated to offering continuous care for patients with critical diseases and delivers data-driven precision life sciences solutions that facilitate clinical research and enhance real-world adoption for life sciences companies and healthcare providers. Additionally, LinkDoc ensures that its private hospital deployments comply with US HIPAA Act standards, implementing robust security measures to protect patient privacy and data integrity.

Paysa is a company that provides a personalized platform focused on compensation transparency, assisting employees in understanding their market value and achieving fair compensation in the labor market. Utilizing an AI-driven machine learning platform, Paysa offers comprehensive salary data and career opportunities, enabling users to compare internal job scales with local market rates. This insight allows employees to explore salaries across different companies, empowering them to make informed career decisions based on reliable market information.

Zoomdata, Inc. is a company focused on developing data visualization and analytics systems tailored for big data environments. Founded in 2012 and headquartered in Reston, Virginia, with an additional office in San Mateo, California, Zoomdata provides a visual analytics application that enables users to interact seamlessly with modern big data technologies, including Apache Hadoop and NoSQL data stores. Its offerings include Data Sharpening technology for real-time and historical data analysis, as well as Zoomdata Fusion, which allows the integration of various data sources without requiring data movement or transformation. The platform is designed to be mobile and touch-friendly, facilitating quick access to insights from billions of records. Users can create dashboards, fuse disparate data sources, and collaborate effectively, all while utilizing the company’s tools in both cloud and on-premises environments. Zoomdata also supports developers through its Developer Network, which provides resources such as guides and API documentation. The company operates as a subsidiary of Logi Analytics, Inc.

Euclid is a developer of a shopping analytics platform that specializes in tracking customer behavior in physical retail environments. The platform measures customer flow, duration of stay, and return frequency within stores. By providing these insights, Euclid enables businesses across various sectors, including retail, banking, quick service restaurants, airports, and shopping malls, to enhance their marketing strategies, operational efficiency, and staffing decisions.

Sundar, Inc. operates a curated digital platform aimed at enhancing material discovery and supplier sourcing within the apparel and design industries. Founded in 2013 and based in Boston, Massachusetts, the company connects creative professionals with quality materials and qualified vendors on a global scale. By providing centralized digital catalogs, sophisticated search capabilities, and data-driven insights, Sundar streamlines the sourcing process for both emerging and established designers, facilitating collaboration with manufacturers, suppliers, and artisans. The platform is designed to address the inefficiencies of the traditional supply chain in the trillion-dollar apparel industry, enabling users to discover and source textiles and raw materials more effectively. Sundar's innovative approach has garnered recognition from industry leaders and has been featured in prominent publications, reflecting its impact on modern design and production practices.

Personal Genome Diagnostics, Inc. is a biotechnology company focused on patient-specific analyses of cancer genomes. Established in 2010 and headquartered in Baltimore, Maryland, the company has pioneered technologies for non-invasive "liquid biopsy" approaches, allowing for the detection of tumor-specific alterations in circulating cell-free DNA. Its offerings include the METDetect Assay for identifying MET gene amplifications, LungSelect for detecting actionable genetic alterations in non-small cell lung cancer patients, and PGDx elio plasma resolve, which analyzes various genetic mutations from plasma samples. Additionally, Personal Genome Diagnostics provides RNAcomplete, enabling researchers to extract both RNA and genomic DNA from a single tissue sample, and CancerXOME, which captures and analyzes coding regions of genes. The company collaborates with institutions like Mayo Clinic and partners with KingMed Diagnostics to enhance its research and diagnostic capabilities, thereby empowering oncologists and researchers with crucial genomic insights to combat cancer.

DataVisor Inc. is a technology company specializing in fraud and financial crime detection through advanced big data solutions. Founded in 2013 and headquartered in Mountain View, California, the company employs unsupervised machine learning to identify and predict attack vectors across various user accounts. Its flagship products include dCube, a proactive fraud management solution that detects known and unknown fraud, and dVector, which provides accurate fraud signals and contextual analysis for effective decision-making. DataVisor also offers dEdge, which gathers real-time intelligence from connected devices to safeguard mobile and web applications against manipulation and threats. The company's solutions address a wide range of issues, including account takeovers, fake accounts, transaction fraud, and content moderation, serving industries such as financial services, e-commerce, social platforms, and telecommunications.

CrowdMed, Inc. is a San Francisco-based company that leverages a prediction market technology to assist in diagnosing complex medical conditions. Founded in 2012, CrowdMed aims to provide patients with streamlined access to diagnostic information for their undiagnosed and chronic symptoms. The company's platform connects patients with a diverse network of medical detectives, including licensed physicians, medical students, and other healthcare professionals, who collaborate to generate diagnostic suggestions. By harnessing the collective intelligence of these experts, CrowdMed offers a collaborative solution for individuals facing unresolved medical issues, ultimately aiming to reduce healthcare costs while maintaining quality care. The platform is designed to empower patients by providing them with insightful answers to their medical challenges through the speed and convenience of online interaction.

Mighty AI, Inc. is a provider of Training Data as a Service, specializing in delivering high-quality datasets for businesses developing computer vision and natural language processing models. Established in 2014 and headquartered in Seattle, Washington, with an additional office in Detroit, Michigan, the company operates a platform that connects a global community of individuals who perform micro tasks, such as object identification in images and sentiment analysis of text. This community enhances the accuracy and scalability of the data provided, as Mighty AI combines its proprietary machine learning technology with a suite of annotation software and managed services. The company primarily serves clients in sectors like autonomous vehicles, leveraging its expertise and resources to meet the evolving needs of its customers worldwide. In January 2017, the company rebranded from Spare5 Inc. to Mighty AI, and it is currently a subsidiary of Uber Technologies, Inc.

Tamr is an enterprise data unification company based in Cambridge, Massachusetts. It builds a platform that uses machine learning and human insight to connect and enrich disparate data sources at scale. The solution supports data preparation, mastering, and integration for industries such as financial services, life sciences, government, oil and gas, manufacturing, consumer packaged goods, telecommunications, and media. It offers applications for procurement analytics, clinical data conversion, media analytics, and customer data integration. The platform helps organizations derive actionable insights and improve decision-making. Founded in 2013 by database experts, it has deployed in production at information services providers, pharmaceutical firms, and retailers.

Lattice Engines, Inc. is a software company that specializes in predictive applications for marketing and sales organizations. Founded in 2006 and headquartered in San Mateo, California, the company offers a range of solutions designed to enhance marketing and sales performance through data-driven insights. Its flagship product, Lattice Atlas, utilizes artificial intelligence to integrate multiple data sources and build targeted audiences. Additional offerings include Lattice for Salesforce, which provides sales analytics; Lattice for Marketo, delivering predictive insights for marketing programs; and tools for predictive lead scoring, customer retention, and hyper-personalized marketing campaigns. Lattice Engines combines internal and external data with proprietary analytics to optimize sales targeting and improve the efficiency of marketing teams. The company also provides professional curriculum services and has a strategic partnership with Engagio Inc. In 2019, Lattice Engines became a subsidiary of The Dun & Bradstreet Corporation, further expanding its capabilities in the field.

Intelligence Node is a real-time retail price intelligence platform that empowers businesses to drive product-level profitability and grow margins using data-driven competitive insights. It offers an intuitive user interface powered by proprietary AI-driven algorithms, providing unmatched pricing accuracy from the world's largest dataset.

Enigma Technologies, Inc. is an operational data management and intelligence company based in New York. It specializes in providing a searchable database of public records, information, and documents, facilitating streamlined operations and informed decision-making for its users. The company offers a suite of products, including Enigma Data Infrastructure, which features tools for data operations and metadata enhancement, and Enigma Solutions, tailored for specific industries such as financial services, pharmacovigilance, and insurance. Enigma also provides analysis-ready public data relevant to sectors like oil and gas, healthcare, and company reference data. Additionally, Enigma operates Enigma Labs, which focuses on developing open data tools for public use, and offers an API to support developers in creating data-rich applications. The company is recognized for its contributions to small business intelligence, delivering timely and accurate insights on the identity and risk profile of small businesses, thus aiding firms in areas such as insurance risk assessment and fraud prevention. Enigma Technologies was incorporated in 2011.

Turi is a machine learning platform based in Seattle, Washington, specializing in the development of big data analytics products. Originally launched as Dato in 2013 by a team including Danny Bickson, Haijie Gu, Yucheng Low, Joseph Gonzalez, and Carlos Guestrin, Turi has evolved from its initial focus on graph analysis to encompass a wide range of functionalities, including handling tables, text, and images. Its platform is widely utilized for various applications such as recommendation systems, fraud detection, and customer sentiment analysis. Turi's technology is employed by numerous notable clients, including e-tailers, service providers, and Fortune 5000 companies like Zillow, ExxonMobil, and Adobe, enabling them to build predictive applications and leverage data for enhanced decision-making.

LinkDoc Technology Limited, founded in 2014 and headquartered in Beijing, China, specializes in developing medical data solutions and big data platforms focused on oncology. The company provides clinical structured data services to oncology hospitals, enabling them to address scientific and clinical challenges effectively. LinkDoc is dedicated to offering continuous care for patients with critical diseases and delivers data-driven precision life sciences solutions that facilitate clinical research and enhance real-world adoption for life sciences companies and healthcare providers. Additionally, LinkDoc ensures that its private hospital deployments comply with US HIPAA Act standards, implementing robust security measures to protect patient privacy and data integrity.

Mighty AI, Inc. is a provider of Training Data as a Service, specializing in delivering high-quality datasets for businesses developing computer vision and natural language processing models. Established in 2014 and headquartered in Seattle, Washington, with an additional office in Detroit, Michigan, the company operates a platform that connects a global community of individuals who perform micro tasks, such as object identification in images and sentiment analysis of text. This community enhances the accuracy and scalability of the data provided, as Mighty AI combines its proprietary machine learning technology with a suite of annotation software and managed services. The company primarily serves clients in sectors like autonomous vehicles, leveraging its expertise and resources to meet the evolving needs of its customers worldwide. In January 2017, the company rebranded from Spare5 Inc. to Mighty AI, and it is currently a subsidiary of Uber Technologies, Inc.

Zoomdata, Inc. is a company focused on developing data visualization and analytics systems tailored for big data environments. Founded in 2012 and headquartered in Reston, Virginia, with an additional office in San Mateo, California, Zoomdata provides a visual analytics application that enables users to interact seamlessly with modern big data technologies, including Apache Hadoop and NoSQL data stores. Its offerings include Data Sharpening technology for real-time and historical data analysis, as well as Zoomdata Fusion, which allows the integration of various data sources without requiring data movement or transformation. The platform is designed to be mobile and touch-friendly, facilitating quick access to insights from billions of records. Users can create dashboards, fuse disparate data sources, and collaborate effectively, all while utilizing the company’s tools in both cloud and on-premises environments. Zoomdata also supports developers through its Developer Network, which provides resources such as guides and API documentation. The company operates as a subsidiary of Logi Analytics, Inc.

Apropose, Inc. is a Mountain View, California-based startup founded in 2013, emerging from the Stanford Computer Science Department. The company specializes in a data-driven analytics platform tailored for web design. This platform aids designers in searching, aggregating, and operationalizing design data from various websites. It provides competitive intelligence by allowing users to monitor competitor websites, focusing on their testing cultures and engagement metrics. The software is designed to address web design challenges across consumer, small business, and enterprise applications, enabling clients to develop more efficient and informed development strategies while receiving timely notifications about relevant changes in the competitive landscape.

Bitglass, Inc. is an information technology company that specializes in providing security solutions for sensitive data across cloud and mobile platforms while maintaining employee privacy. Founded in 2013 and headquartered in Campbell, California, Bitglass offers a comprehensive cloud security platform that integrates a cloud access security broker, a secure web gateway, and zero-trust network access. This platform enables enterprises to move to SaaS-based and mobile environments securely, delivering real-time end-to-end data protection. Bitglass's solutions allow organizations to track confidential files, monitor for suspicious behavior, and receive alerts regarding policy violations and data leakage, ensuring robust security for all interactions across devices. The company also has regional offices in Toronto, Canada.

Databricks offers a unified data analytics platform that simplifies data integration, enables real-time experimentation, and facilitates robust deployment of production applications for developers and data scientists. Serving diverse industries worldwide, Databricks' platform supports collaborative data science, machine learning workflows, and integrates with various cloud services.

CrowdChat is a provider of a social engagement and big data analytics platform that enables real-time public group conversations through the use of hashtags across various social media platforms. The company's innovative cloud-based platform allows both consumers and businesses to participate in discussions centered around specific topics, facilitating maximum reach and engagement. Utilizing its 1-Click Community technology, CrowdChat applies data science to analyze the followers of social handles, delivering timely social analytics and insights that measure social impact and engagement effectively. By fostering a free community for users to share their comments publicly, CrowdChat enhances the value of social data engagement and encourages dynamic interactions.

Tamr is an enterprise data unification company based in Cambridge, Massachusetts. It builds a platform that uses machine learning and human insight to connect and enrich disparate data sources at scale. The solution supports data preparation, mastering, and integration for industries such as financial services, life sciences, government, oil and gas, manufacturing, consumer packaged goods, telecommunications, and media. It offers applications for procurement analytics, clinical data conversion, media analytics, and customer data integration. The platform helps organizations derive actionable insights and improve decision-making. Founded in 2013 by database experts, it has deployed in production at information services providers, pharmaceutical firms, and retailers.

Igneous Systems, Inc., founded in October 2013 and headquartered in Seattle, Washington, specializes in enterprise data center infrastructure and unstructured data management. The company offers a comprehensive as-a-Service solution that provides businesses with visibility, protection, and mobility for their unstructured data on a large scale. Igneous’s cloud-native, API-enabled platform integrates various unstructured data management functions, allowing organizations to maximize the value of their data while minimizing risks and optimizing IT resource utilization. Its services include consolidated backup, file system archiving, and efficient management of unstructured data, all aimed at enhancing workflow productivity for data-centric enterprises.

Freshplum is a provider of data analytic software focused on enhancing decision-making for companies engaged in electronic commerce. The company specializes in revenue analytics, offering tools that enable businesses to leverage data science effectively. By equipping e-commerce companies with insights derived from data, Freshplum aims to improve their operational efficiency and drive revenue growth.

Ravel Law, Inc. operates a legal analytics platform that provides tools for lawyers to find, contextualize, and interpret legal information, transforming data into actionable insights. Founded in 2012 and based in San Francisco, California, the company offers a suite of analytical research tools, including court, judge, and case analytics, along with interactive visualizations. These resources are designed to assist attorneys, law students, and legal professionals in analyzing and understanding legal data effectively. By providing data-driven insights, Ravel Law enhances the way legal practitioners prepare for litigation and navigate complex legal landscapes. The company operates as a subsidiary of LexisNexis Legal & Professional Inc., having spun out from Stanford University’s Law School, Computer Science Department, and d.school.

Cydan is an orphan drug accelerator focused on developing therapies for patients with rare genetic diseases. The company identifies and de-risks compounds that hold therapeutic and commercial potential, employing a rigorous process to generate data that supports both development pathways and the formation of new companies. With a team that boasts deep expertise in drug development and strong relationships within academia and patient advocacy, Cydan accelerates therapies through various stages, including clinical, regulatory, and commercial development. By facilitating the creation of effective treatments, Cydan aims to improve the lives of patients and families affected by rare diseases.

TalentBin is a San Francisco-based company that operates a talent search engine designed to assist technical recruiters and hiring managers in locating passive candidates. Founded in 2011, TalentBin offers a platform that provides access to a comprehensive candidate database, which includes detailed information about candidates' professional and personal interests, as well as their contact details and social media profiles. The platform also features organizational tools that allow users to take notes, track hiring stages, manage tasks, and set reminders. By transforming the internet into a virtual talent sourcing database, TalentBin enhances the talent acquisition process for its users.

Zoomdata, Inc. is a company focused on developing data visualization and analytics systems tailored for big data environments. Founded in 2012 and headquartered in Reston, Virginia, with an additional office in San Mateo, California, Zoomdata provides a visual analytics application that enables users to interact seamlessly with modern big data technologies, including Apache Hadoop and NoSQL data stores. Its offerings include Data Sharpening technology for real-time and historical data analysis, as well as Zoomdata Fusion, which allows the integration of various data sources without requiring data movement or transformation. The platform is designed to be mobile and touch-friendly, facilitating quick access to insights from billions of records. Users can create dashboards, fuse disparate data sources, and collaborate effectively, all while utilizing the company’s tools in both cloud and on-premises environments. Zoomdata also supports developers through its Developer Network, which provides resources such as guides and API documentation. The company operates as a subsidiary of Logi Analytics, Inc.

Mattermark is a data platform that specializes in researching, prospecting, and tracking private companies globally. Founded in 2012 and based in San Francisco, it provides a suite of tools designed for deal professionals, including venture capitalists and private equity firms, to identify and evaluate potential investment opportunities. The platform allows users to search, filter, and sort data on private companies, conduct performance comparisons, and track investor portfolios through aggregate data visualization. Mattermark monitors various growth signals such as web traffic, mobile downloads, and social media engagement, thus offering valuable insights for lead generation and business development. It also facilitates access to information relevant to mergers and acquisitions for corporate development and investment banking professionals. Mattermark operates with various subscription plans tailored for entrepreneurs, professionals, and teams, and is a subsidiary of FullContact Inc. since early 2018.

Turi is a machine learning platform based in Seattle, Washington, specializing in the development of big data analytics products. Originally launched as Dato in 2013 by a team including Danny Bickson, Haijie Gu, Yucheng Low, Joseph Gonzalez, and Carlos Guestrin, Turi has evolved from its initial focus on graph analysis to encompass a wide range of functionalities, including handling tables, text, and images. Its platform is widely utilized for various applications such as recommendation systems, fraud detection, and customer sentiment analysis. Turi's technology is employed by numerous notable clients, including e-tailers, service providers, and Fortune 5000 companies like Zillow, ExxonMobil, and Adobe, enabling them to build predictive applications and leverage data for enhanced decision-making.

Cydan is an orphan drug accelerator focused on developing therapies for patients with rare genetic diseases. The company identifies and de-risks compounds that hold therapeutic and commercial potential, employing a rigorous process to generate data that supports both development pathways and the formation of new companies. With a team that boasts deep expertise in drug development and strong relationships within academia and patient advocacy, Cydan accelerates therapies through various stages, including clinical, regulatory, and commercial development. By facilitating the creation of effective treatments, Cydan aims to improve the lives of patients and families affected by rare diseases.

Bitglass, Inc. is an information technology company that specializes in providing security solutions for sensitive data across cloud and mobile platforms while maintaining employee privacy. Founded in 2013 and headquartered in Campbell, California, Bitglass offers a comprehensive cloud security platform that integrates a cloud access security broker, a secure web gateway, and zero-trust network access. This platform enables enterprises to move to SaaS-based and mobile environments securely, delivering real-time end-to-end data protection. Bitglass's solutions allow organizations to track confidential files, monitor for suspicious behavior, and receive alerts regarding policy violations and data leakage, ensuring robust security for all interactions across devices. The company also has regional offices in Toronto, Canada.

Euclid is a developer of a shopping analytics platform that specializes in tracking customer behavior in physical retail environments. The platform measures customer flow, duration of stay, and return frequency within stores. By providing these insights, Euclid enables businesses across various sectors, including retail, banking, quick service restaurants, airports, and shopping malls, to enhance their marketing strategies, operational efficiency, and staffing decisions.

CrowdMed, Inc. is a San Francisco-based company that leverages a prediction market technology to assist in diagnosing complex medical conditions. Founded in 2012, CrowdMed aims to provide patients with streamlined access to diagnostic information for their undiagnosed and chronic symptoms. The company's platform connects patients with a diverse network of medical detectives, including licensed physicians, medical students, and other healthcare professionals, who collaborate to generate diagnostic suggestions. By harnessing the collective intelligence of these experts, CrowdMed offers a collaborative solution for individuals facing unresolved medical issues, ultimately aiming to reduce healthcare costs while maintaining quality care. The platform is designed to empower patients by providing them with insightful answers to their medical challenges through the speed and convenience of online interaction.

Segment.io, Inc. is a company that specializes in customer data infrastructure, enabling businesses to collect, unify, and connect their customer data across various platforms. Founded in 2011 and headquartered in San Francisco, California, Segment offers a single API that allows organizations to track customer information across multiple devices and channels. This data can be seamlessly sent to a variety of third-party tools, internal systems, or SQL databases. Additionally, Segment provides a product known as Data Lakes, which assists companies in leveraging their customer data to enhance user experiences. The company also maintains an office in Dublin, Ireland, and operates as a subsidiary of Twilio Inc. as of November 2020.

Lattice Engines, Inc. is a software company that specializes in predictive applications for marketing and sales organizations. Founded in 2006 and headquartered in San Mateo, California, the company offers a range of solutions designed to enhance marketing and sales performance through data-driven insights. Its flagship product, Lattice Atlas, utilizes artificial intelligence to integrate multiple data sources and build targeted audiences. Additional offerings include Lattice for Salesforce, which provides sales analytics; Lattice for Marketo, delivering predictive insights for marketing programs; and tools for predictive lead scoring, customer retention, and hyper-personalized marketing campaigns. Lattice Engines combines internal and external data with proprietary analytics to optimize sales targeting and improve the efficiency of marketing teams. The company also provides professional curriculum services and has a strategic partnership with Engagio Inc. In 2019, Lattice Engines became a subsidiary of The Dun & Bradstreet Corporation, further expanding its capabilities in the field.

Zoomdata, Inc. is a company focused on developing data visualization and analytics systems tailored for big data environments. Founded in 2012 and headquartered in Reston, Virginia, with an additional office in San Mateo, California, Zoomdata provides a visual analytics application that enables users to interact seamlessly with modern big data technologies, including Apache Hadoop and NoSQL data stores. Its offerings include Data Sharpening technology for real-time and historical data analysis, as well as Zoomdata Fusion, which allows the integration of various data sources without requiring data movement or transformation. The platform is designed to be mobile and touch-friendly, facilitating quick access to insights from billions of records. Users can create dashboards, fuse disparate data sources, and collaborate effectively, all while utilizing the company’s tools in both cloud and on-premises environments. Zoomdata also supports developers through its Developer Network, which provides resources such as guides and API documentation. The company operates as a subsidiary of Logi Analytics, Inc.

Mattermark is a data platform that specializes in researching, prospecting, and tracking private companies globally. Founded in 2012 and based in San Francisco, it provides a suite of tools designed for deal professionals, including venture capitalists and private equity firms, to identify and evaluate potential investment opportunities. The platform allows users to search, filter, and sort data on private companies, conduct performance comparisons, and track investor portfolios through aggregate data visualization. Mattermark monitors various growth signals such as web traffic, mobile downloads, and social media engagement, thus offering valuable insights for lead generation and business development. It also facilitates access to information relevant to mergers and acquisitions for corporate development and investment banking professionals. Mattermark operates with various subscription plans tailored for entrepreneurs, professionals, and teams, and is a subsidiary of FullContact Inc. since early 2018.

Ravel Law, Inc. operates a legal analytics platform that provides tools for lawyers to find, contextualize, and interpret legal information, transforming data into actionable insights. Founded in 2012 and based in San Francisco, California, the company offers a suite of analytical research tools, including court, judge, and case analytics, along with interactive visualizations. These resources are designed to assist attorneys, law students, and legal professionals in analyzing and understanding legal data effectively. By providing data-driven insights, Ravel Law enhances the way legal practitioners prepare for litigation and navigate complex legal landscapes. The company operates as a subsidiary of LexisNexis Legal & Professional Inc., having spun out from Stanford University’s Law School, Computer Science Department, and d.school.