Sequoia Capital

Glean develops an AI-based search engine software that connects enterprise data and generates answers through a tool integrated into any company's existing workflows. Its platform, Workplace Search, connects to internal data sources, enabling employees to find information and receive personalized answers using advanced search techniques, retrieval augmented generation, and large language models.

Knowde is the leading software platform for the chemical industry. It connects global producers and distributors using the world's largest purpose-built chemical taxonomy, enabling digital transformation and improved operations.

Fireworks AI develops a generative artificial intelligence platform that enables rapid product iteration while minimizing operational costs. Its platform focuses on running, fine-tuning, and sharing large language models to solve product challenges efficiently.

SDF is a technology company that specializes in compiler and build system development. Its core product is a data transformation platform designed to streamline the creation and management of intelligence workflows. The platform supports multiple SQL dialects, efficiently handles complex data transformations, and leverages static analysis to identify potential issues before deployment. This enables data engineers and analysts to enhance operational efficiency, minimize errors, and scale their work.

Fireworks AI develops a generative artificial intelligence platform that enables rapid product iteration while minimizing operational costs. Its platform focuses on running, fine-tuning, and sharing large language models to solve product challenges efficiently.

Glean develops an AI-based search engine software that connects enterprise data and generates answers through a tool integrated into any company's existing workflows. Its platform, Workplace Search, connects to internal data sources, enabling employees to find information and receive personalized answers using advanced search techniques, retrieval augmented generation, and large language models.

Klu.ai is a generative AI platform that simplifies the process of designing, deploying, and optimizing AI applications. The company integrates major large language models (LLMs) such as Anthropic Claude, Azure OpenAI, GPT-4, and over 15 other models, enabling rapid prompt/model experimentation, data gathering, and user feedback. The platform offers features like Klu Actions for content generation, business operations workflows, content analysis, and summarization, as well as optimization techniques for A/B testing and fine-tuning support for models like OpenAI's GPT-3.5 Turbo and GPT-4. Klu.ai is committed to data privacy and security, providing data obfuscation and redaction features to protect sensitive information. Klu.ai is founded by Stephen M. Walker II in 2022 and is located in San Francisco, California.

Apollo is a revenue platform offering a scalable go-to-market solution for sales and marketing teams. The platform consolidates data on contacts and companies into a single interface, enabling users to identify, analyze, and engage potential customers throughout the lifecycle. It provides access to verified data for more than 210 million B2B contacts and about 35 million companies worldwide, supporting targeted outreach and conversion and helping revenue professionals find accurate information, nurture leads, and accelerate sales velocity.

Dagster Labs is a developer of an open-source data orchestration platform called Dagster. This platform is designed to facilitate the development, production, and observation of data assets, enabling organizations to create productive and scalable data environments. By utilizing a Python library, Dagster allows users to build modern data applications that promote seamless collaboration in processing and producing trusted and reliable data. The platform is engineered to integrate easily with existing tools and infrastructure, enhancing the efficiency and effectiveness of data management for clients.

AI fighting AI. CISOs face an impossible risk landscape today. 80% of cybersecurity breaches start because of employee error. The problem is exacerbating with generative AI, as a single hacker can specifically target thousands of employees in the same amount of time that they used to specifically target tens of employees with social engineering. CISOs lack tools to deal with employee risk and are held accountable when a breach inevitably happens. By leveraging AI at each step, Dune Security empowers organizations to quantify individual risk through analyzing user behavior, context, learning patterns, and third party data. This allows the automation of tailored cybersecurity measures to each individual, transforming vulnerabilities into strengths. Dune is the central engine of all employee risk data, which is a solution that is not just timely for organizations but necessary in navigating the present cybersecurity landscape. This gives the CISO the capability to understand who are the high risk employees, to what extent, and why - as well as automatically remediate and restrict access to keep their organization safe. Today, Dune Security uniquely replaces legacy and ineffective security awareness training by pinpointing the crucial 8% of employees responsible for 80% of the risk, ensuring all employees receive personalized, machine learning-driven training tailored to their risk profile. CISOs also have easy access to quantifiable data via robust reporting and API-out capability, enabling them to both report to compliance auditors, regulators, and insurance underwriters, as well as restrict access to high-risk employees through other security systems.

Cybersyn is a data-as-a-service provider that standardizes global economic and consumer data and delivers it in real time to cloud environments. Its platform focuses on consumer behavior analytics, helping retail and consumer-focused businesses understand spending patterns, benchmark performance, and uncover growth opportunities. By providing analytics-ready data without the complexity of data management, Cybersyn supports informed decision-making and strategic planning.

OneSchema is a technology company that specializes in developing tools for managing enterprise data quality, particularly focusing on CSV data. Its cloud-based platform offers data cleansing software that helps detect and correct errors, ensuring accurate data validation and address verification. By providing embeddable solutions, OneSchema enables product and engineering teams to significantly reduce development time associated with building CSV importers, allowing for the swift creation of customized spreadsheet importers. This enhances customer activation and improves import completion rates by automatically rectifying customer data during the onboarding process. Overall, OneSchema streamlines the data import experience, making it efficient for businesses to manage their data effectively.

WireScreen is a prominent business intelligence platform specializing in China and global supply chain trends. The company provides corporations and government agencies with comprehensive, accurate, and actionable data on millions of companies and their leadership. By focusing on China's economic rise and its impact on global business, finance, trade, labor, and the environment, WireScreen delivers reliable news and information that empowers clients to make informed decisions. This commitment to understanding and explaining complex global dynamics enables organizations to navigate the evolving business landscape effectively and identify potential investment opportunities.

nxyz is a company focused on enhancing the capabilities of builders, creatives, and entrepreneurs in the digital space by offering a robust blockchain indexing and data infrastructure. Its platform features a multi-chain API that transforms blockchain data into real-time, high-performance data streams. This allows engineers to access and interact with various blockchain elements, including wallets, transactions, NFTs, and smart contracts, while integrating both on-chain and off-chain information. By providing these tools, nxyz aims to facilitate the development of a more efficient and quality-oriented internet.

Stairwell, Inc. is a cybersecurity company that specializes in developing software-as-a-service (SaaS) solutions designed to enhance threat detection and response capabilities for organizations. Founded in 2019 and headquartered in Palo Alto, California, Stairwell offers an innovative platform that automates threat analysis by treating all files as suspicious and preserving them as evidence. This approach allows security teams to conduct comprehensive compromise assessments rapidly, delivering timely reports on potential threats and their impact on the organization. The company's technology leverages artificial intelligence and machine learning to provide actionable insights, enabling security professionals to effectively track threats and their variants across their environments. Recognized as one of the most innovative companies of 2023 by Fast Company, Stairwell aims to empower security teams with advanced tools that enhance their ability to respond to cybersecurity incidents efficiently.

Kaito operates an AI-powered search engine for digital assets, transforming vast amounts of information into actionable insights for crypto investors, researchers, developers, and the general public. Its meta-search technology aggregates and curates real-time information from various crypto-related sources, making web3 content more accessible.

Tecton offers an enterprise-grade feature store, empowering businesses to harness machine learning effectively. Its platform addresses unique ML data requirements, enabling teams to build, serve, and scale features swiftly and reliably.

Calliper is an analytics platform that helps startups build data-driven teams by focusing on key metrics. It connects various tools and consolidates metrics into actionable insights.

Cribl develops software to manage and control data ingestion, enabling transformation and routing of logs and metrics in motion to the most cost-effective destinations while reusing existing agents. Its platform supports an observability pipeline capable of handling large-scale data with centralized management for many worker nodes. Cribl provides a single platform for accessing, processing, exploring, and collecting data from diverse sources, reducing waste by identifying low-value ingestion and applying business context to data. The software helps secure data in line with privacy and compliance mandates and gives enterprises observability, intelligence, and control over real-time data.

Glean develops an AI-based search engine software that connects enterprise data and generates answers through a tool integrated into any company's existing workflows. Its platform, Workplace Search, connects to internal data sources, enabling employees to find information and receive personalized answers using advanced search techniques, retrieval augmented generation, and large language models.

Health Hero, Inc. is a wellness technology company that specializes in developing a custom wellness platform aimed at enhancing employee well-being across various industries globally. Founded in 2014 and headquartered in Tampa, Florida, the company offers a range of wellness options, including health risk assessments, cultural assessments, and biometric screenings, which can be accessed through mobile devices and computers. Health Hero's platform integrates gamification elements to engage employees by allowing them to earn points, badges, and rewards for completing tasks and reaching milestones. With a user reach exceeding five million and support for over 14,000 companies and communities, Health Hero effectively stores more than five billion health data points, positioning itself as a leader in the well-being sector.

Apollo is a revenue platform offering a scalable go-to-market solution for sales and marketing teams. The platform consolidates data on contacts and companies into a single interface, enabling users to identify, analyze, and engage potential customers throughout the lifecycle. It provides access to verified data for more than 210 million B2B contacts and about 35 million companies worldwide, supporting targeted outreach and conversion and helping revenue professionals find accurate information, nurture leads, and accelerate sales velocity.

Base64.ai automates all document processes using Generative AI and Large Language Models. The startup is disrupting the $100 billion Intelligent Document Processing market with its unique capability to understand any document without training. It has four patent applications, supports over 2,800 document types, and has 400+ no-code integrations. It's at $1.2m GAAP ARR with 1.5x growth in the last three months. The startup was funded $2m in Q2 2022 by Long Journey Ventures, Prime Zero, and Sequoia Scout. The founder, Ozan Bilgen, was a software engineer/manager at Microsoft, Netflix, PayPal, Uber, and Palantir.

Bluerizon is a software and online data-science platform that powering the intelligence layer of global markets to deliver actionable insights to businesses, consumers and retail traders. It allows its user to grow and scale their approach to the global markets by helping them making smarter, faster and better decisions. Also, It provides a large library of online courses, AI driven price predictions, analysis, normalised data, automation and many more. Bluerizon was launched in 2022 with a mission to create a financial freedom ecosystem for the world and dual-headquartered in Menlo Park, California and Dubai, United Arab Emirates.

Dagster Labs is a developer of an open-source data orchestration platform called Dagster. This platform is designed to facilitate the development, production, and observation of data assets, enabling organizations to create productive and scalable data environments. By utilizing a Python library, Dagster allows users to build modern data applications that promote seamless collaboration in processing and producing trusted and reliable data. The platform is engineered to integrate easily with existing tools and infrastructure, enhancing the efficiency and effectiveness of data management for clients.

Domino Data Lab provides an on-premise and cloud-based enterprise data science platform that helps organizations manage, scale, and productionize data science work. Its offerings include Domino Cloud, a managed cloud infrastructure to run, share, and deploy models, and Domino On-Premise, to track, share, and audit analyses. The company serves multiple industries including financial services, insurance, media and technology, health and life sciences, manufacturing, retail, ecommerce, and consumer products. The platform serves as a data science system of record, enabling disciplined collaboration, reproducibility, and governance, accelerating model development and deployment for code-first data science teams at scale.

Stairwell, Inc. is a cybersecurity company that specializes in developing software-as-a-service (SaaS) solutions designed to enhance threat detection and response capabilities for organizations. Founded in 2019 and headquartered in Palo Alto, California, Stairwell offers an innovative platform that automates threat analysis by treating all files as suspicious and preserving them as evidence. This approach allows security teams to conduct comprehensive compromise assessments rapidly, delivering timely reports on potential threats and their impact on the organization. The company's technology leverages artificial intelligence and machine learning to provide actionable insights, enabling security professionals to effectively track threats and their variants across their environments. Recognized as one of the most innovative companies of 2023 by Fast Company, Stairwell aims to empower security teams with advanced tools that enhance their ability to respond to cybersecurity incidents efficiently.

Bright Money is an AI-powered financial management platform that assists consumers in achieving debt freedom. The company focuses on helping users eliminate various forms of debt, including credit card, student, and auto loans, by leveraging machine learning algorithms to analyze individual financial data. Bright Money offers personalized insights into spending habits, budgeting, and overall financial health, empowering users to reduce financial stress and make informed decisions. The platform also provides tailored credit products and tools designed to enhance financial wellness, enabling users to build savings and attain better financial stability. Through its innovative approach, Bright Money aims to support consumers on their journey toward improved financial management.

StreamNative is a company that develops a cloud-native event streaming platform based on Apache Pulsar, designed to facilitate real-time access to enterprise data. This platform allows organizations to manage high volumes of data as continuous streams, providing a unified view that integrates both historical and real-time information. By leveraging the architectural strengths of Apache Pulsar, StreamNative enables various industries, including gaming, financial services, and IoT, to transition from isolated legacy systems to a cohesive event streaming environment. The company was founded by a team of experienced contributors and committers from the Apache Pulsar community, who have extensive expertise in implementing scalable event streaming solutions. Headquartered in San Francisco, StreamNative also has offices in Beijing, Shanghai, and Shenzhen, China, extending its reach to a global clientele.

Cribl develops software to manage and control data ingestion, enabling transformation and routing of logs and metrics in motion to the most cost-effective destinations while reusing existing agents. Its platform supports an observability pipeline capable of handling large-scale data with centralized management for many worker nodes. Cribl provides a single platform for accessing, processing, exploring, and collecting data from diverse sources, reducing waste by identifying low-value ingestion and applying business context to data. The software helps secure data in line with privacy and compliance mandates and gives enterprises observability, intelligence, and control over real-time data.

Knowde is the leading software platform for the chemical industry. It connects global producers and distributors using the world's largest purpose-built chemical taxonomy, enabling digital transformation and improved operations.

Silk is a technology company that focuses on enhancing AI innovation by providing real-time access to production data in the cloud. It integrates high-performance cloud storage into AI workflows, allowing organizations to improve innovation while ensuring performance, reliability, and control over their enterprise data. Silk's agile data delivery system eliminates the need to copy production data, thereby increasing flexibility and enabling the utilization of production data for Generative AI applications. The company holds over 20 technology patents, which support its mission to help customers maximize the advantages of the public cloud with speed and ease. Silk is headquartered near Boston, Massachusetts.

SphereEx builds new distributed data infrastructures, by being fully committed to the open source community, the platform concept, and cutting-edge Big Data technological innovation. Our R&D efforts led to the success of ShardingSphere, a "platform, pluggable, cloud-native" distributed middleware solution ideal for large-scale data and data value-added applications. Our pioneering "Database Plus" and "Database Mesh" concepts are designed to unlock innovative data usage concepts, improve enterprise data applications, and easily respond to complex data scenarios. Following over 5 years of development, the ShardingSphere project has gained more than 13 thousand GitStars on GitHub, involving over 200 contributors, becoming one of the most popular open source projects. In April 2020, ShardingSphere successfully graduated from the Apache Incubator, and became an Apache Software Foundation Top-Level Project. More recently, ShardingSphere has also been recognized as a Cloud Native Computing Foundation (CNCF) Panorama project. To date, ShardingSphere has already been used in more than 160 enterprise and production environments covering the financial, logistics, O2O, internet & cloud computing fields, to help achieve enterprise digital transformation.

PingCAP is a Beijing-based software company that develops TiDB, an open-source distributed Hybrid Transactional/Analytical Processing (HTAP) database designed to handle online transactions and analytics on a single platform. TiDB delivers cloud-native distributed SQL with MySQL compatibility, strong consistency, horizontal scalability, and high availability, serving as a unified solution for OLTP and OLAP workloads. Founded in 2015, PingCAP focuses on open-source development and cloud-native deployment to provide scalable, reliable database experiences for transactional and analytical needs.

Canvas is a developer of a no-code data platform that simplifies data exploration, visualization, and reporting. The platform enables users to understand and analyze their data without writing code, significantly reducing reliance on data engineers and the need for costly data warehouses. By streamlining the process of data management, Canvas allows data teams to focus on deriving insights instead of spending excessive time on SQL queries and dashboard maintenance. This approach empowers organizations to make informed decisions based on comprehensive data analysis.

Tecton offers an enterprise-grade feature store, empowering businesses to harness machine learning effectively. Its platform addresses unique ML data requirements, enabling teams to build, serve, and scale features swiftly and reliably.

Stairwell, Inc. is a cybersecurity company that specializes in developing software-as-a-service (SaaS) solutions designed to enhance threat detection and response capabilities for organizations. Founded in 2019 and headquartered in Palo Alto, California, Stairwell offers an innovative platform that automates threat analysis by treating all files as suspicious and preserving them as evidence. This approach allows security teams to conduct comprehensive compromise assessments rapidly, delivering timely reports on potential threats and their impact on the organization. The company's technology leverages artificial intelligence and machine learning to provide actionable insights, enabling security professionals to effectively track threats and their variants across their environments. Recognized as one of the most innovative companies of 2023 by Fast Company, Stairwell aims to empower security teams with advanced tools that enhance their ability to respond to cybersecurity incidents efficiently.

Cribl develops software to manage and control data ingestion, enabling transformation and routing of logs and metrics in motion to the most cost-effective destinations while reusing existing agents. Its platform supports an observability pipeline capable of handling large-scale data with centralized management for many worker nodes. Cribl provides a single platform for accessing, processing, exploring, and collecting data from diverse sources, reducing waste by identifying low-value ingestion and applying business context to data. The software helps secure data in line with privacy and compliance mandates and gives enterprises observability, intelligence, and control over real-time data.

Dagster Labs is a developer of an open-source data orchestration platform called Dagster. This platform is designed to facilitate the development, production, and observation of data assets, enabling organizations to create productive and scalable data environments. By utilizing a Python library, Dagster allows users to build modern data applications that promote seamless collaboration in processing and producing trusted and reliable data. The platform is engineered to integrate easily with existing tools and infrastructure, enhancing the efficiency and effectiveness of data management for clients.

Trusting Social is an AI fintech company that enables financial inclusion by providing credit scoring and underwriting solutions based on proprietary machine learning and alternative data. The platform assesses credit risk for individuals not covered by traditional bureaus, enabling lenders to extend credit to underbanked segments in emerging markets. It operates across Vietnam, Indonesia, India, and the Philippines, and is headquartered in Singapore with offices in Ho Chi Minh City, Jakarta, Bonifacio Global City, Mumbai, Gurugram, Bengaluru, Pune, and Melbourne. The company offers Credit Scoring 2.0 and supports digital onboarding with secure transactions, including biometric facial recognition, to verify application data and manage fraud. By transforming disparate data into trust scores, Trusting Social helps financial institutions extend credit to financially invisible consumers while managing risk.

Domino Data Lab provides an on-premise and cloud-based enterprise data science platform that helps organizations manage, scale, and productionize data science work. Its offerings include Domino Cloud, a managed cloud infrastructure to run, share, and deploy models, and Domino On-Premise, to track, share, and audit analyses. The company serves multiple industries including financial services, insurance, media and technology, health and life sciences, manufacturing, retail, ecommerce, and consumer products. The platform serves as a data science system of record, enabling disciplined collaboration, reproducibility, and governance, accelerating model development and deployment for code-first data science teams at scale.

Knowde is the leading software platform for the chemical industry. It connects global producers and distributors using the world's largest purpose-built chemical taxonomy, enabling digital transformation and improved operations.

Tecton offers an enterprise-grade feature store, empowering businesses to harness machine learning effectively. Its platform addresses unique ML data requirements, enabling teams to build, serve, and scale features swiftly and reliably.

Confluent is a data streaming platform company founded in 2014 and headquartered in Mountain View, California. It builds and offers a platform based on Apache Kafka that enables real‑time data integration, stream processing, and analytics for enterprises, government agencies, and the public sector. The company’s product suite includes Confluent Cloud, a fully managed streaming service; Confluent Platform, a self‑managed SaaS offering; Confluent Operator for Kubernetes; KSQL and ksqlDB for continuous SQL queries; and WarpStream for event‑driven architecture. Confluent generates revenue primarily through subscription fees and professional services. It operates globally with offices in the United States, Europe, and Australia.

Cohesity develops hyper-converged secondary storage solutions that consolidate, protect, and share non-mission-critical data assets of large organizations. Its platform, Cohesity DataPlatform, converges data protection infrastructure including backup, replication, disaster recovery, and cloud tiering. Additionally, it offers Cohesity Helios, a SaaS-based management solution for monitoring and managing secondary data and applications.

MedGenome develops sequencing-based diagnostics and a research platform that combines genomics technologies, bioinformatics, computing, and big data analytics to understand the genetic basis of cancer, metabolic disorders, eye disorders, and other rare diseases in diverse populations. The platform enables high-end genetic diagnostic tests across immuno-oncology, infectious diseases, reproductive health, and rare diseases, and serves patients, pharmaceutical companies, and research institutions worldwide by delivering deep insights into diseases at the genetic and molecular level to advance global health.

Snowflake is a cloud-based data platform that enables businesses to consolidate and analyze data from various sources, build data-driven applications, and share insights securely. Its platform offers the flexibility of big data platforms and the cost-effectiveness of cloud solutions.

TDengine is a time-series database company specializing in real-time ingestion, storage, analysis, and distribution of large-scale data generated by sensors and IoT devices. Its mission is to democratize industrial data systems by providing affordable and accessible big data solutions.

WireScreen is a prominent business intelligence platform specializing in China and global supply chain trends. The company provides corporations and government agencies with comprehensive, accurate, and actionable data on millions of companies and their leadership. By focusing on China's economic rise and its impact on global business, finance, trade, labor, and the environment, WireScreen delivers reliable news and information that empowers clients to make informed decisions. This commitment to understanding and explaining complex global dynamics enables organizations to navigate the evolving business landscape effectively and identify potential investment opportunities.

BigPanda operates a data science platform that centralizes and correlates IT alerts from diverse sources. Its platform transforms voluminous daily IT alerts into actionable insights, enabling IT teams to detect and resolve issues efficiently. Serving various industries, BigPanda was founded in 2012.

Orbital Insight, Inc. is a geospatial analytics company based in Palo Alto, California, established in 2013. The firm develops a cloud-based platform that employs artificial intelligence and machine learning to analyze vast amounts of geospatial data, including satellite imagery, mobile location signals, and other Internet of Things data. This technology enables organizations, including businesses, governments, and NGOs, to gain insights into societal and economic trends that may not be visible to the naked eye. Orbital Insight's products, such as Orbital Insight GO, GO Consumer, and GO Energy, provide users with actionable intelligence regarding infrastructure, supply chain dynamics, and energy resources. By transforming billions of data points into clear, usable information, the company supports data-driven decision-making in various sectors.

Trusting Social is an AI fintech company that enables financial inclusion by providing credit scoring and underwriting solutions based on proprietary machine learning and alternative data. The platform assesses credit risk for individuals not covered by traditional bureaus, enabling lenders to extend credit to underbanked segments in emerging markets. It operates across Vietnam, Indonesia, India, and the Philippines, and is headquartered in Singapore with offices in Ho Chi Minh City, Jakarta, Bonifacio Global City, Mumbai, Gurugram, Bengaluru, Pune, and Melbourne. The company offers Credit Scoring 2.0 and supports digital onboarding with secure transactions, including biometric facial recognition, to verify application data and manage fraud. By transforming disparate data into trust scores, Trusting Social helps financial institutions extend credit to financially invisible consumers while managing risk.

CB4 is a technology company that offers a retail store artificial intelligence solution designed to enhance sales and improve customer experiences. By utilizing patented machine learning algorithms, CB4 analyzes existing point-of-sale data to identify operational inefficiencies and physical issues within retail environments that may hinder sales. The company's software generates tailored recommendations for each store, addressing factors such as product placement, labeling, and inventory management. By focusing on actionable insights, CB4 enables retail teams to quickly implement changes that can capture lost sales and optimize the shopping experience for customers. Additionally, as stores apply these insights, the system learns from the adjustments made, continually refining its recommendations to drive further improvements in store performance.

Confluent is a data streaming platform company founded in 2014 and headquartered in Mountain View, California. It builds and offers a platform based on Apache Kafka that enables real‑time data integration, stream processing, and analytics for enterprises, government agencies, and the public sector. The company’s product suite includes Confluent Cloud, a fully managed streaming service; Confluent Platform, a self‑managed SaaS offering; Confluent Operator for Kubernetes; KSQL and ksqlDB for continuous SQL queries; and WarpStream for event‑driven architecture. Confluent generates revenue primarily through subscription fees and professional services. It operates globally with offices in the United States, Europe, and Australia.

LightStep Inc., established in 2013 and based in San Francisco, specializes in application performance management (APM) software solutions. The company's flagship product, LightStepPM, monitors and manages the performance of production systems at scale, providing real-time insights into end-to-end system behavior and interactions across organizational boundaries. It offers features such as SAML support, flexible data scrubbing, and is built on open standards. LightStep aims to deliver confidence in software application management by analyzing 100% of unsampled transaction data, accelerating root cause analysis for complex systems.

Tecton offers an enterprise-grade feature store, empowering businesses to harness machine learning effectively. Its platform addresses unique ML data requirements, enabling teams to build, serve, and scale features swiftly and reliably.

Genuity Science is a company that specializes in clinco-omics data analysis solutions for researchers in the fields of central nervous system, cardiometabolic, and inflammatory diseases. The company provides a comprehensive global genomics platform that facilitates the study of biological data insights, offering services that include study design, genomic sequencing, data storage, interpretation, secondary analysis, and scalable analytics. By leveraging the human genome, Genuity Science aims to empower organizations to enhance patient health through advanced genomic insights and analysis.

Snowflake is a cloud-based data platform that enables businesses to consolidate and analyze data from various sources, build data-driven applications, and share insights securely. Its platform offers the flexibility of big data platforms and the cost-effectiveness of cloud solutions.

Silk is a technology company that focuses on enhancing AI innovation by providing real-time access to production data in the cloud. It integrates high-performance cloud storage into AI workflows, allowing organizations to improve innovation while ensuring performance, reliability, and control over their enterprise data. Silk's agile data delivery system eliminates the need to copy production data, thereby increasing flexibility and enabling the utilization of production data for Generative AI applications. The company holds over 20 technology patents, which support its mission to help customers maximize the advantages of the public cloud with speed and ease. Silk is headquartered near Boston, Massachusetts.

Domino Data Lab provides an on-premise and cloud-based enterprise data science platform that helps organizations manage, scale, and productionize data science work. Its offerings include Domino Cloud, a managed cloud infrastructure to run, share, and deploy models, and Domino On-Premise, to track, share, and audit analyses. The company serves multiple industries including financial services, insurance, media and technology, health and life sciences, manufacturing, retail, ecommerce, and consumer products. The platform serves as a data science system of record, enabling disciplined collaboration, reproducibility, and governance, accelerating model development and deployment for code-first data science teams at scale.

Cohesity develops hyper-converged secondary storage solutions that consolidate, protect, and share non-mission-critical data assets of large organizations. Its platform, Cohesity DataPlatform, converges data protection infrastructure including backup, replication, disaster recovery, and cloud tiering. Additionally, it offers Cohesity Helios, a SaaS-based management solution for monitoring and managing secondary data and applications.

Ant Group Co., Ltd. is a leading provider of digital payment and financial services in China, known for its flagship product, Alipay, a widely used digital payments platform. Established in 2000 and headquartered in Hangzhou, the company offers a variety of financial solutions, including Yu'e Bao, an online cash management platform that invests users' funds in a money market fund; Huabei, a consumer credit service facilitating buy now, pay later options; and MYbank, an online bank focused on serving small businesses and entrepreneurs. Additionally, Ant Group operates Xiang Hu Bao, a mutual aid platform for health protection, and Zhima Credit, a credit assessment service for businesses. The company aims to foster digital transformation across the service industry, ensuring that consumers and small enterprises have equal access to inclusive and sustainable financial services. In July 2020, it rebranded from Ant Small and Micro Financial Services Group Co., Ltd. to Ant Group Co., Ltd.

Snowflake is a cloud-based data platform that enables businesses to consolidate and analyze data from various sources, build data-driven applications, and share insights securely. Its platform offers the flexibility of big data platforms and the cost-effectiveness of cloud solutions.

Cumulus Networks, Inc. is a technology company that specializes in developing Linux-based operating systems for networking hardware applications. Founded in 2009 and headquartered in Mountain View, California, with additional offices in San Francisco and Cary, North Carolina, the company aims to simplify data center operations through its innovative solutions. Cumulus Linux, its flagship product, facilitates the disaggregation of top-of-rack data center switching, while Cumulus VX serves as a virtual appliance for testing its technology in various environments. Additionally, Cumulus Networks offers the Rack Management Platform for out-of-band management and NetQ, a telemetry-based system for fabric validation. The company provides a range of networking solutions, including cloud orchestration, data center automation, and network virtualization, catering to diverse customers from large web-scale operations to small businesses across multiple industries. As of June 2020, Cumulus Networks operates as a subsidiary of NVIDIA Corporation.

Aibee is a prominent AI startup founded in November 2017 by Dr. Yuanqing Lin. Specializing in speech recognition, big data analysis, and natural language processing, Aibee focuses on providing comprehensive AI solutions to enhance and modernize vertical industries, particularly in the retail sector. The company aims to transform the operational efficiency and business value of its clients by integrating advanced technologies, including computer vision and predictive analytics. By thoroughly understanding the specific challenges and needs of various industries, Aibee crafts tailored solutions that empower clients to harness the potential of artificial intelligence. This strategic approach not only addresses current pain points but also facilitates the discovery of new business opportunities, positioning Aibee as a key player in the AI landscape in China.

LightStep Inc., established in 2013 and based in San Francisco, specializes in application performance management (APM) software solutions. The company's flagship product, LightStepPM, monitors and manages the performance of production systems at scale, providing real-time insights into end-to-end system behavior and interactions across organizational boundaries. It offers features such as SAML support, flexible data scrubbing, and is built on open standards. LightStep aims to deliver confidence in software application management by analyzing 100% of unsampled transaction data, accelerating root cause analysis for complex systems.

VoxelCloud Inc. is a technology company specializing in cloud computing and artificial intelligence solutions aimed at enhancing the interpretation of medical images and clinical data. Founded in 2015 and headquartered in Los Angeles, California, VoxelCloud develops automated medical image analysis services that assist healthcare practitioners in diagnosing conditions such as lung cancer, diabetic retinopathy, coronary heart disease, and liver disease. Utilizing proprietary algorithms and deep learning techniques, the company provides accurate and timely insights, transforming clinical workflows and enabling evidence-based decision-making. In addition to its Los Angeles headquarters, VoxelCloud maintains offices in Shanghai and Suzhou, China, and has a satellite research and development team in Phoenix, further supporting its commitment to advancing healthcare through innovative technology.

Infervision is a Beijing-based artificial intelligence company specializing in medical imaging diagnosis through advanced deep learning technology and computer vision. The company develops innovative products aimed at enhancing the efficiency and accuracy of cancer diagnosis. Infervision's efforts led to the creation of the world's first artificial intelligence precise healthcare platform, along with intelligent X-ray and CT assisted diagnosis products, which are currently undergoing trials in several prestigious hospitals across China. The company is deeply committed to academic collaboration, partnering with leading institutions in Chinese Radiology to integrate medical science with technology. Infervision has established partnerships with nearly 20 top-tier hospitals, facilitating the seamless integration of medical data, technology, and application scenarios. This unique approach has enabled Infervision to build a comprehensive artificial intelligence computing platform and a precise healthcare intelligence system that supports medical professionals in delivering better diagnostic outcomes with increased efficiency and reduced costs.

Genuity Science is a company that specializes in clinco-omics data analysis solutions for researchers in the fields of central nervous system, cardiometabolic, and inflammatory diseases. The company provides a comprehensive global genomics platform that facilitates the study of biological data insights, offering services that include study design, genomic sequencing, data storage, interpretation, secondary analysis, and scalable analytics. By leveraging the human genome, Genuity Science aims to empower organizations to enhance patient health through advanced genomic insights and analysis.

Sumo Logic, Inc. is a cloud-native software-as-a-service company that specializes in machine data analytics, enabling organizations to harness the power of their data for operational, security, and business intelligence. Founded in 2010 and headquartered in Redwood City, California, Sumo Logic provides a platform that automates the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and Internet of Things (IoT) data. The platform supports real-time log management and analytics, delivering actionable insights across the entire application lifecycle. With over 2,000 global customers, Sumo Logic assists organizations in troubleshooting and securing their applications, helping them to embrace digital transformation and improve their competitive advantage. Its multi-tenant service model fosters continuous innovation, thereby enhancing business value and growth for its clients.

VoxelCloud Inc. is a technology company specializing in cloud computing and artificial intelligence solutions aimed at enhancing the interpretation of medical images and clinical data. Founded in 2015 and headquartered in Los Angeles, California, VoxelCloud develops automated medical image analysis services that assist healthcare practitioners in diagnosing conditions such as lung cancer, diabetic retinopathy, coronary heart disease, and liver disease. Utilizing proprietary algorithms and deep learning techniques, the company provides accurate and timely insights, transforming clinical workflows and enabling evidence-based decision-making. In addition to its Los Angeles headquarters, VoxelCloud maintains offices in Shanghai and Suzhou, China, and has a satellite research and development team in Phoenix, further supporting its commitment to advancing healthcare through innovative technology.

Orbital Insight, Inc. is a geospatial analytics company based in Palo Alto, California, established in 2013. The firm develops a cloud-based platform that employs artificial intelligence and machine learning to analyze vast amounts of geospatial data, including satellite imagery, mobile location signals, and other Internet of Things data. This technology enables organizations, including businesses, governments, and NGOs, to gain insights into societal and economic trends that may not be visible to the naked eye. Orbital Insight's products, such as Orbital Insight GO, GO Consumer, and GO Energy, provide users with actionable intelligence regarding infrastructure, supply chain dynamics, and energy resources. By transforming billions of data points into clear, usable information, the company supports data-driven decision-making in various sectors.

Ascend.io is a Palo Alto, California-based company that has developed an advanced platform for managing and automating big data pipelines. The platform integrates essential data engineering capabilities, including data ingestion, transformation, delivery, orchestration, and observability, allowing data teams to operate significantly faster. By employing declarative configurations and automation, Ascend.io optimizes cloud infrastructure management and streamlines the entire data lifecycle, reducing maintenance efforts. This innovative approach enables business managers to initiate projects, connect applications, and make informed decisions with ease. Recognized as a 2021 Gartner Cool Vendor, Ascend.io is supported by prominent venture capital firms and a notable group of industry advisors.

Domino Data Lab provides an on-premise and cloud-based enterprise data science platform that helps organizations manage, scale, and productionize data science work. Its offerings include Domino Cloud, a managed cloud infrastructure to run, share, and deploy models, and Domino On-Premise, to track, share, and audit analyses. The company serves multiple industries including financial services, insurance, media and technology, health and life sciences, manufacturing, retail, ecommerce, and consumer products. The platform serves as a data science system of record, enabling disciplined collaboration, reproducibility, and governance, accelerating model development and deployment for code-first data science teams at scale.

Cohesity develops hyper-converged secondary storage solutions that consolidate, protect, and share non-mission-critical data assets of large organizations. Its platform, Cohesity DataPlatform, converges data protection infrastructure including backup, replication, disaster recovery, and cloud tiering. Additionally, it offers Cohesity Helios, a SaaS-based management solution for monitoring and managing secondary data and applications.

Confluent is a data streaming platform company founded in 2014 and headquartered in Mountain View, California. It builds and offers a platform based on Apache Kafka that enables real‑time data integration, stream processing, and analytics for enterprises, government agencies, and the public sector. The company’s product suite includes Confluent Cloud, a fully managed streaming service; Confluent Platform, a self‑managed SaaS offering; Confluent Operator for Kubernetes; KSQL and ksqlDB for continuous SQL queries; and WarpStream for event‑driven architecture. Confluent generates revenue primarily through subscription fees and professional services. It operates globally with offices in the United States, Europe, and Australia.

Comprehend Systems, Inc. is a Redwood City, California-based company that specializes in cloud-based continuous quality solutions for clinical operations. Founded in 2010, the company offers a comprehensive suite of clinical intelligence applications designed to enhance the efficiency, safety, and quality of clinical trials. These applications cater to clinical operations executives, data managers, and medical monitors, providing tools for portfolio monitoring, continuous quality assessment, collaboration with contract research organizations (CROs), and risk and medical monitoring. Comprehend Systems aims to deliver actionable insights across studies, systems, sites, and vendors, thereby improving the overall clinical trial process. In 2019, it became a subsidiary of Saama Technologies, Inc.

Xiaoshouyi develops software solutions for customer relationship, sales force, and workforce management. IngageApp provides a next-generation CRM solution by leveraging mobile social platform and big data technologies. With its SaaS and PaaS framework, the solution empowers users to engage, sell and provide services to their customers through a seamlessly integrated end-to-end process from marketing automation, sales automation, partner relationship management, to customer and field services. Founded in 2011, in 2017 IngageApp became the first Chinese CRM vendor to be named in Gartner Magic Quadrant for Sales Force Automation (SFA). More than 4,000 companies in over 20 industries use IngageApp to grow their business. Founded by Allan Shi, IngageApp is based in Beijing, China with offices across China and an R&D center in the Silicon Valley. IngageApp has raised several rounds of venture funding from leading investors like Sequoia, Tencent and Matrix Partners.

Domino Data Lab provides an on-premise and cloud-based enterprise data science platform that helps organizations manage, scale, and productionize data science work. Its offerings include Domino Cloud, a managed cloud infrastructure to run, share, and deploy models, and Domino On-Premise, to track, share, and audit analyses. The company serves multiple industries including financial services, insurance, media and technology, health and life sciences, manufacturing, retail, ecommerce, and consumer products. The platform serves as a data science system of record, enabling disciplined collaboration, reproducibility, and governance, accelerating model development and deployment for code-first data science teams at scale.

Wavefront, Inc. is a cloud-based analytics company that specializes in managing data centers through its hosted platform. Founded in 2013 and headquartered in Palo Alto, California, Wavefront provides a powerful solution for ingesting, storing, visualizing, and alerting on time series data. Its platform leverages a stream processing approach originally developed at Google, allowing engineers to manipulate data with exceptional efficiency. The company's tools offer real-time analytics across the entire production stack, enabling SaaS enterprises to visualize and query various metrics, including computing load and performance data. Wavefront aims to enhance customer experience by preventing downtime, localizing issues during crises, and providing timely alerts on critical situations. In 2017, Wavefront became a subsidiary of VMware, Inc.

VoxelCloud Inc. is a technology company specializing in cloud computing and artificial intelligence solutions aimed at enhancing the interpretation of medical images and clinical data. Founded in 2015 and headquartered in Los Angeles, California, VoxelCloud develops automated medical image analysis services that assist healthcare practitioners in diagnosing conditions such as lung cancer, diabetic retinopathy, coronary heart disease, and liver disease. Utilizing proprietary algorithms and deep learning techniques, the company provides accurate and timely insights, transforming clinical workflows and enabling evidence-based decision-making. In addition to its Los Angeles headquarters, VoxelCloud maintains offices in Shanghai and Suzhou, China, and has a satellite research and development team in Phoenix, further supporting its commitment to advancing healthcare through innovative technology.

Keen Labs, Inc. develops a customizable analytics platform that enables developers to efficiently collect, explore, and visualize data. The company's offerings include Keen Pro, which allows users to track, process, and store data from various sources such as applications, websites, IoT devices, and games, as well as to share insights with teams and clients. Additionally, Keen provides Native Analytics, a white-label solution for real-time analytics and advanced visualizations. The platform supports all aspects of event data management, facilitating the streaming, storage, querying, and presentation of data in one integrated system. Keen serves a diverse clientele across industries including media, advertising, gaming, SaaS, and hardware. Founded in 2011, Keen is headquartered in San Antonio, Texas.

Orbital Insight, Inc. is a geospatial analytics company based in Palo Alto, California, established in 2013. The firm develops a cloud-based platform that employs artificial intelligence and machine learning to analyze vast amounts of geospatial data, including satellite imagery, mobile location signals, and other Internet of Things data. This technology enables organizations, including businesses, governments, and NGOs, to gain insights into societal and economic trends that may not be visible to the naked eye. Orbital Insight's products, such as Orbital Insight GO, GO Consumer, and GO Energy, provide users with actionable intelligence regarding infrastructure, supply chain dynamics, and energy resources. By transforming billions of data points into clear, usable information, the company supports data-driven decision-making in various sectors.

Wavefront, Inc. is a cloud-based analytics company that specializes in managing data centers through its hosted platform. Founded in 2013 and headquartered in Palo Alto, California, Wavefront provides a powerful solution for ingesting, storing, visualizing, and alerting on time series data. Its platform leverages a stream processing approach originally developed at Google, allowing engineers to manipulate data with exceptional efficiency. The company's tools offer real-time analytics across the entire production stack, enabling SaaS enterprises to visualize and query various metrics, including computing load and performance data. Wavefront aims to enhance customer experience by preventing downtime, localizing issues during crises, and providing timely alerts on critical situations. In 2017, Wavefront became a subsidiary of VMware, Inc.

Cumulus Networks, Inc. is a technology company that specializes in developing Linux-based operating systems for networking hardware applications. Founded in 2009 and headquartered in Mountain View, California, with additional offices in San Francisco and Cary, North Carolina, the company aims to simplify data center operations through its innovative solutions. Cumulus Linux, its flagship product, facilitates the disaggregation of top-of-rack data center switching, while Cumulus VX serves as a virtual appliance for testing its technology in various environments. Additionally, Cumulus Networks offers the Rack Management Platform for out-of-band management and NetQ, a telemetry-based system for fabric validation. The company provides a range of networking solutions, including cloud orchestration, data center automation, and network virtualization, catering to diverse customers from large web-scale operations to small businesses across multiple industries. As of June 2020, Cumulus Networks operates as a subsidiary of NVIDIA Corporation.

Ascend.io is a Palo Alto, California-based company that has developed an advanced platform for managing and automating big data pipelines. The platform integrates essential data engineering capabilities, including data ingestion, transformation, delivery, orchestration, and observability, allowing data teams to operate significantly faster. By employing declarative configurations and automation, Ascend.io optimizes cloud infrastructure management and streamlines the entire data lifecycle, reducing maintenance efforts. This innovative approach enables business managers to initiate projects, connect applications, and make informed decisions with ease. Recognized as a 2021 Gartner Cool Vendor, Ascend.io is supported by prominent venture capital firms and a notable group of industry advisors.

Carbon Black, Inc. is a cybersecurity company that offers advanced security solutions to clients in the United States and internationally. Founded in 2002 and headquartered in Waltham, Massachusetts, the company provides a comprehensive platform known as the Cb Predictive Security Cloud, which leverages big data and analytics to enhance endpoint security. Carbon Black's suite of products includes endpoint detection and response solutions, antivirus software, threat hunting services, and real-time security operations capabilities. Its offerings help organizations predict, prevent, detect, respond to, and remediate cyber threats, including malware and ransomware attacks. The company serves a diverse clientele, including security-focused enterprises, government agencies, and small to mid-sized organizations. In January 2016, Carbon Black changed its name from Bit9, Inc. and has since established itself as a leader in the cybersecurity industry, providing innovative solutions to protect critical systems and data. As of October 2019, Carbon Black operates as a subsidiary of VMware, Inc.

Cohesity develops hyper-converged secondary storage solutions that consolidate, protect, and share non-mission-critical data assets of large organizations. Its platform, Cohesity DataPlatform, converges data protection infrastructure including backup, replication, disaster recovery, and cloud tiering. Additionally, it offers Cohesity Helios, a SaaS-based management solution for monitoring and managing secondary data and applications.

Sumo Logic, Inc. is a cloud-native software-as-a-service company that specializes in machine data analytics, enabling organizations to harness the power of their data for operational, security, and business intelligence. Founded in 2010 and headquartered in Redwood City, California, Sumo Logic provides a platform that automates the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and Internet of Things (IoT) data. The platform supports real-time log management and analytics, delivering actionable insights across the entire application lifecycle. With over 2,000 global customers, Sumo Logic assists organizations in troubleshooting and securing their applications, helping them to embrace digital transformation and improve their competitive advantage. Its multi-tenant service model fosters continuous innovation, thereby enhancing business value and growth for its clients.

Orbital Insight, Inc. is a geospatial analytics company based in Palo Alto, California, established in 2013. The firm develops a cloud-based platform that employs artificial intelligence and machine learning to analyze vast amounts of geospatial data, including satellite imagery, mobile location signals, and other Internet of Things data. This technology enables organizations, including businesses, governments, and NGOs, to gain insights into societal and economic trends that may not be visible to the naked eye. Orbital Insight's products, such as Orbital Insight GO, GO Consumer, and GO Energy, provide users with actionable intelligence regarding infrastructure, supply chain dynamics, and energy resources. By transforming billions of data points into clear, usable information, the company supports data-driven decision-making in various sectors.

Xiaoshouyi develops software solutions for customer relationship, sales force, and workforce management. IngageApp provides a next-generation CRM solution by leveraging mobile social platform and big data technologies. With its SaaS and PaaS framework, the solution empowers users to engage, sell and provide services to their customers through a seamlessly integrated end-to-end process from marketing automation, sales automation, partner relationship management, to customer and field services. Founded in 2011, in 2017 IngageApp became the first Chinese CRM vendor to be named in Gartner Magic Quadrant for Sales Force Automation (SFA). More than 4,000 companies in over 20 industries use IngageApp to grow their business. Founded by Allan Shi, IngageApp is based in Beijing, China with offices across China and an R&D center in the Silicon Valley. IngageApp has raised several rounds of venture funding from leading investors like Sequoia, Tencent and Matrix Partners.

Xiaoshouyi develops software solutions for customer relationship, sales force, and workforce management. IngageApp provides a next-generation CRM solution by leveraging mobile social platform and big data technologies. With its SaaS and PaaS framework, the solution empowers users to engage, sell and provide services to their customers through a seamlessly integrated end-to-end process from marketing automation, sales automation, partner relationship management, to customer and field services. Founded in 2011, in 2017 IngageApp became the first Chinese CRM vendor to be named in Gartner Magic Quadrant for Sales Force Automation (SFA). More than 4,000 companies in over 20 industries use IngageApp to grow their business. Founded by Allan Shi, IngageApp is based in Beijing, China with offices across China and an R&D center in the Silicon Valley. IngageApp has raised several rounds of venture funding from leading investors like Sequoia, Tencent and Matrix Partners.

Altiscale, Inc. is a cloud service provider specializing in Apache Hadoop operations. Founded in 2012 and based in Palo Alto, California, the company offers a purpose-built platform that enables organizations to efficiently manage and execute complex Hadoop projects. Altiscale enhances its services by monitoring infrastructure and job performance, ensuring high reliability and scalability for its clients. With a team experienced in Apache Hadoop since its early development at Yahoo and the management of over 40,000 Hadoop nodes, Altiscale is well-equipped to address both the potential and challenges of big data technology. In 2016, the company became a subsidiary of SAP SE, further solidifying its position in the industry.

Comprehend Systems, Inc. is a Redwood City, California-based company that specializes in cloud-based continuous quality solutions for clinical operations. Founded in 2010, the company offers a comprehensive suite of clinical intelligence applications designed to enhance the efficiency, safety, and quality of clinical trials. These applications cater to clinical operations executives, data managers, and medical monitors, providing tools for portfolio monitoring, continuous quality assessment, collaboration with contract research organizations (CROs), and risk and medical monitoring. Comprehend Systems aims to deliver actionable insights across studies, systems, sites, and vendors, thereby improving the overall clinical trial process. In 2019, it became a subsidiary of Saama Technologies, Inc.

Metanautix specializes in assisting large enterprises manage vast amounts of data. The company's primary goal is to integrate the data supply chain, allowing organizations to convert their information assets into improved decision-making processes and innovative products. Metanautix develops big data analytics systems tailored for large enterprises, enabling them to leverage their data more effectively.

Keen Labs, Inc. develops a customizable analytics platform that enables developers to efficiently collect, explore, and visualize data. The company's offerings include Keen Pro, which allows users to track, process, and store data from various sources such as applications, websites, IoT devices, and games, as well as to share insights with teams and clients. Additionally, Keen provides Native Analytics, a white-label solution for real-time analytics and advanced visualizations. The platform supports all aspects of event data management, facilitating the streaming, storage, querying, and presentation of data in one integrated system. Keen serves a diverse clientele across industries including media, advertising, gaming, SaaS, and hardware. Founded in 2011, Keen is headquartered in San Antonio, Texas.

Sumo Logic, Inc. is a cloud-native software-as-a-service company that specializes in machine data analytics, enabling organizations to harness the power of their data for operational, security, and business intelligence. Founded in 2010 and headquartered in Redwood City, California, Sumo Logic provides a platform that automates the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and Internet of Things (IoT) data. The platform supports real-time log management and analytics, delivering actionable insights across the entire application lifecycle. With over 2,000 global customers, Sumo Logic assists organizations in troubleshooting and securing their applications, helping them to embrace digital transformation and improve their competitive advantage. Its multi-tenant service model fosters continuous innovation, thereby enhancing business value and growth for its clients.

Orbital Insight, Inc. is a geospatial analytics company based in Palo Alto, California, established in 2013. The firm develops a cloud-based platform that employs artificial intelligence and machine learning to analyze vast amounts of geospatial data, including satellite imagery, mobile location signals, and other Internet of Things data. This technology enables organizations, including businesses, governments, and NGOs, to gain insights into societal and economic trends that may not be visible to the naked eye. Orbital Insight's products, such as Orbital Insight GO, GO Consumer, and GO Energy, provide users with actionable intelligence regarding infrastructure, supply chain dynamics, and energy resources. By transforming billions of data points into clear, usable information, the company supports data-driven decision-making in various sectors.

Carbon Black, Inc. is a cybersecurity company that offers advanced security solutions to clients in the United States and internationally. Founded in 2002 and headquartered in Waltham, Massachusetts, the company provides a comprehensive platform known as the Cb Predictive Security Cloud, which leverages big data and analytics to enhance endpoint security. Carbon Black's suite of products includes endpoint detection and response solutions, antivirus software, threat hunting services, and real-time security operations capabilities. Its offerings help organizations predict, prevent, detect, respond to, and remediate cyber threats, including malware and ransomware attacks. The company serves a diverse clientele, including security-focused enterprises, government agencies, and small to mid-sized organizations. In January 2016, Carbon Black changed its name from Bit9, Inc. and has since established itself as a leader in the cybersecurity industry, providing innovative solutions to protect critical systems and data. As of October 2019, Carbon Black operates as a subsidiary of VMware, Inc.

Cumulus Networks, Inc. is a technology company that specializes in developing Linux-based operating systems for networking hardware applications. Founded in 2009 and headquartered in Mountain View, California, with additional offices in San Francisco and Cary, North Carolina, the company aims to simplify data center operations through its innovative solutions. Cumulus Linux, its flagship product, facilitates the disaggregation of top-of-rack data center switching, while Cumulus VX serves as a virtual appliance for testing its technology in various environments. Additionally, Cumulus Networks offers the Rack Management Platform for out-of-band management and NetQ, a telemetry-based system for fabric validation. The company provides a range of networking solutions, including cloud orchestration, data center automation, and network virtualization, catering to diverse customers from large web-scale operations to small businesses across multiple industries. As of June 2020, Cumulus Networks operates as a subsidiary of NVIDIA Corporation.