Sequoia Capital

Decart is an AI platform that significantly improves the training and inference of large generative models. The company's efficient systems-level AI infrastructure aims to enable this tenfold enhancement. Decart's goal is to build a comprehensive AI infrastructure platform that can significantly improve the efficiency and performance of large-scale generative AI models. They are aiming to address the challenges faced in training and deploying these complex models in real-world applications.

Decart is an AI platform that significantly improves the training and inference of large generative models. The company's efficient systems-level AI infrastructure aims to enable this tenfold enhancement. Decart's goal is to build a comprehensive AI infrastructure platform that can significantly improve the efficiency and performance of large-scale generative AI models. They are aiming to address the challenges faced in training and deploying these complex models in real-world applications.

Glean develops AI-based search engine software that facilitates access to enterprise data, enabling employees to efficiently find information and generate answers. Its primary product, Workplace Search, serves as an enterprise search platform that integrates with various internal data sources, allowing users to obtain relevant search results from multiple applications based on specific keywords. By employing advanced search techniques, retrieval augmented generation, and large language models, Glean's platform delivers personalized answers that are contextually grounded, enhancing productivity and information retrieval within organizations.

Grafana Labs is a company that specializes in providing an open and composable monitoring and observability stack centered around its flagship product, Grafana, an open-source technology for dashboards and data visualization. With over 3,000 customers, including major corporations like Bloomberg, Citigroup, and Salesforce, the company serves a global user base exceeding 20 million. Grafana Labs offers solutions that help organizations manage their observability strategies through its LGTM Stack, which can be deployed as a fully managed service via Grafana Cloud or as a self-managed option with Grafana Enterprise. Their offerings include scalable metrics management through Grafana Mimir, log aggregation with Grafana Loki, and distributed tracing via Grafana Tempo. These tools enable firms to unify data from various sources, enhancing their monitoring capabilities while avoiding vendor lock-in and high costs associated with proprietary solutions.

Fireworks AI provides a generative AI platform as a service, focusing on the rapid iteration of product development while minimizing operational costs. The platform enables users to run, fine-tune, and share large language models (LLMs), facilitating collaboration and enhancing the ability to solve product-related challenges. By leveraging its technology, developers and businesses can accelerate their growth and improve scalability through efficient and effective product innovation.

Glean develops AI-based search engine software that facilitates access to enterprise data, enabling employees to efficiently find information and generate answers. Its primary product, Workplace Search, serves as an enterprise search platform that integrates with various internal data sources, allowing users to obtain relevant search results from multiple applications based on specific keywords. By employing advanced search techniques, retrieval augmented generation, and large language models, Glean's platform delivers personalized answers that are contextually grounded, enhancing productivity and information retrieval within organizations.

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.io is a leading go-to-market solution that supports revenue teams worldwide, serving over 500,000 companies, from startups to large enterprises. Founded in 2015, the company has rapidly grown in the SaaS sector, raising around $250 million and achieving a valuation of $1.6 billion. Apollo.io provides sales and marketing teams with access to verified contact data for more than 210 million B2B contacts and 35 million companies globally. Its platform enables organizations to identify, analyze, and engage potential customers efficiently, streamlining the outreach process to convert prospects into clients. By offering tools that enhance engagement rates and sales velocity, Apollo.io effectively helps businesses drive revenue and capitalize on growth opportunities.

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 (DaaS) company focused on providing businesses with access to real-time data to facilitate informed decision-making. It specializes in consumer behavior analytics, allowing organizations to gain insights into spending patterns and market dynamics. Cybersyn's platform features a telex network for information transmission, statistical alerting and planning tools, an economic simulator, and a control room designed to support data-driven decision-making. By offering standardized and readily usable data, Cybersyn enables companies to enhance their competitive edge while simplifying data management complexities.

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

Kumo.AI is a SaaS AI platform that allows anyone in an organization to tackle predictive problems in business. It enables all non-technical and technical users, regardless of ML experience, to traverse all the major steps of a best practice ML lifecycle. The platform's users can immediately tackle a wide variety of predictive problems all in a single sitting, in application areas such as new customer acquisition, customer loyalty and retention, personalization and next best action, entity resolution and knowledge graph curation, abuse detection, financial crime detection, generation of ML features for data science teams, and more. Kumo.AI was founded in 2021 and is based in Mountain View, California.

Kaito is an AI-powered search engine designed specifically for digital assets, focusing on providing actionable insights for crypto investors, researchers, developers, and the general public. The platform employs advanced in-house AI technologies to aggregate, sort, and curate real-time information from a variety of sources, including social media, publishing platforms, audio content, and industry news. By transforming vast amounts of unstructured data into structured information, Kaito aims to democratize access to critical insights within the crypto industry, thereby enhancing the research process for its users.

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

Calliper is an analytics platform that helps startups create data-driven teams by focusing on metrics. It provides a centralized database that aggregates fragmented data, making it accessible and actionable for all teams. The platform simplifies data into key insights and includes collaboration features, allowing businesses to consolidate their operational data. By connecting various tools and offering an integrated approach, Calliper enables organizations to make informed decisions based on comprehensive data analysis.

Cribl, Inc. is a software company specializing in data management solutions that help organizations efficiently handle log ingestion and analytics at scale. Founded in 2017 and based in San Francisco, California, Cribl offers Logstream, a platform that enables users to transform and route logs and metrics in real-time while minimizing wasted data processing. Its software provides capabilities for implementing observability pipelines capable of managing data at Petabyte scale, allowing businesses to prioritize high-value information and ensure compliance with privacy regulations. Cribl empowers tech professionals with the flexibility to manage their data without compromising on performance or control, thereby enhancing operational intelligence and decision-making processes.

Glean develops AI-based search engine software that facilitates access to enterprise data, enabling employees to efficiently find information and generate answers. Its primary product, Workplace Search, serves as an enterprise search platform that integrates with various internal data sources, allowing users to obtain relevant search results from multiple applications based on specific keywords. By employing advanced search techniques, retrieval augmented generation, and large language models, Glean's platform delivers personalized answers that are contextually grounded, enhancing productivity and information retrieval within organizations.

Kumo.AI is a SaaS AI platform that allows anyone in an organization to tackle predictive problems in business. It enables all non-technical and technical users, regardless of ML experience, to traverse all the major steps of a best practice ML lifecycle. The platform's users can immediately tackle a wide variety of predictive problems all in a single sitting, in application areas such as new customer acquisition, customer loyalty and retention, personalization and next best action, entity resolution and knowledge graph curation, abuse detection, financial crime detection, generation of ML features for data science teams, and more. Kumo.AI was founded in 2021 and is based in Mountain View, California.

Grafana Labs is a company that specializes in providing an open and composable monitoring and observability stack centered around its flagship product, Grafana, an open-source technology for dashboards and data visualization. With over 3,000 customers, including major corporations like Bloomberg, Citigroup, and Salesforce, the company serves a global user base exceeding 20 million. Grafana Labs offers solutions that help organizations manage their observability strategies through its LGTM Stack, which can be deployed as a fully managed service via Grafana Cloud or as a self-managed option with Grafana Enterprise. Their offerings include scalable metrics management through Grafana Mimir, log aggregation with Grafana Loki, and distributed tracing via Grafana Tempo. These tools enable firms to unify data from various sources, enhancing their monitoring capabilities while avoiding vendor lock-in and high costs associated with proprietary solutions.

Apollo.io is a leading go-to-market solution that supports revenue teams worldwide, serving over 500,000 companies, from startups to large enterprises. Founded in 2015, the company has rapidly grown in the SaaS sector, raising around $250 million and achieving a valuation of $1.6 billion. Apollo.io provides sales and marketing teams with access to verified contact data for more than 210 million B2B contacts and 35 million companies globally. Its platform enables organizations to identify, analyze, and engage potential customers efficiently, streamlining the outreach process to convert prospects into clients. By offering tools that enhance engagement rates and sales velocity, Apollo.io effectively helps businesses drive revenue and capitalize on growth opportunities.

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.

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

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.

StreamNative offers an event streaming platform based on Apache Pulsar that enables companies to access enterprise data as real-time streams. Apache Pulsar acts as a real-time, fault-time, highly scalable and unified event streaming platform. It is widely adopted by many companies globally, from internet giants, gaming companies, IoT companies, financial institutes to many other enterprises. Unliked other legacy pubsub messaging system, Pulsar was born and developed for Cloud. Its architectural advantages and cloud-native design principles make it able to make high volume data available as an infinite real-time stream for consumption. The infinite real-time stream provides a unified view for both historic and real-time data. The infrastructure lets you build around a single central nervous system transmitting, storing and processing messages for the different systems and applications within your organization. By leveraging the Apache Pulsar technology, StreamNative Platform enables the leaders in industries such as gaming, financial services, blockchain, retail, logistics, manufacturing, media and IoT, move data from isolated legacy systems into one real-time event streaming platform where they can act on immediately. StreamNative was started by a team of Apache Pulsar and Apache BookKeeper PMC members, committers and contributors, who believe in event streams are the right foundation for enterprise data. Many of the team members have been working on Apache Pulsar for years, and have helped the leading internet giants successfully run Pulsar at scale. StreamNative is based in San Francisco, California. It also have offices in Beijing, Shanghai and Shenzhen in China.

Cribl, Inc. is a software company specializing in data management solutions that help organizations efficiently handle log ingestion and analytics at scale. Founded in 2017 and based in San Francisco, California, Cribl offers Logstream, a platform that enables users to transform and route logs and metrics in real-time while minimizing wasted data processing. Its software provides capabilities for implementing observability pipelines capable of managing data at Petabyte scale, allowing businesses to prioritize high-value information and ensure compliance with privacy regulations. Cribl empowers tech professionals with the flexibility to manage their data without compromising on performance or control, thereby enhancing operational intelligence and decision-making processes.

Grafana Labs is a company that specializes in providing an open and composable monitoring and observability stack centered around its flagship product, Grafana, an open-source technology for dashboards and data visualization. With over 3,000 customers, including major corporations like Bloomberg, Citigroup, and Salesforce, the company serves a global user base exceeding 20 million. Grafana Labs offers solutions that help organizations manage their observability strategies through its LGTM Stack, which can be deployed as a fully managed service via Grafana Cloud or as a self-managed option with Grafana Enterprise. Their offerings include scalable metrics management through Grafana Mimir, log aggregation with Grafana Loki, and distributed tracing via Grafana Tempo. These tools enable firms to unify data from various sources, enhancing their monitoring capabilities while avoiding vendor lock-in and high costs associated with proprietary solutions.

Knowde operates an online marketplace focused on the chemical industry, enhancing the accessibility of trading chemicals, polymers, and industrial ingredients. Its platform utilizes advanced technologies, including deep learning and self-learning data models, to facilitate the search, filtering, sampling, quoting, and purchasing of products tailored to client specifications. By offering a comprehensive chemical taxonomy, Knowde empowers global chemical producers and distributors to transform their operations digitally. This innovative approach allows clients to compare and access products from suppliers worldwide, streamlining the procurement process in the chemical sector. The company has garnered support from prominent investors, highlighting its potential in revolutionizing how chemical transactions are conducted.

Silk specializes in enhancing AI innovation by providing real-time access to production data in the cloud. The company seamlessly integrates high-performance cloud storage into AI workflows, allowing organizations to improve their innovation processes while ensuring performance, reliability, and control over their enterprise data. Silk's agile data delivery system eliminates the need for copying production data, thereby increasing flexibility and enabling the use of production data for Generative AI applications. With a portfolio backed by over 20 technology patents, Silk assists customers in maximizing the capabilities of the public cloud efficiently. The company 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.

Aquarium Learning is an ML data management platform that helps to improve models by improving datasets. The company was founded in 202 and based in San Francisco, California.

Canvas connects to Stripe, Quickbooks, Segment, Hubspot, and >150 other apps and lets you build dashboards and answer questions like a data pro without having to set up and maintain a data warehouse yourself. If you have complex business logic, they offer fractional data services so you can benefit from the expertise of a data team instead of increasing headcount. They’re Sequoia-backed, SOC 2 compliant, and have helped dozens of early-stage startups get data-driven without spending a fortune on their data stack.

Cribl, Inc. is a software company specializing in data management solutions that help organizations efficiently handle log ingestion and analytics at scale. Founded in 2017 and based in San Francisco, California, Cribl offers Logstream, a platform that enables users to transform and route logs and metrics in real-time while minimizing wasted data processing. Its software provides capabilities for implementing observability pipelines capable of managing data at Petabyte scale, allowing businesses to prioritize high-value information and ensure compliance with privacy regulations. Cribl empowers tech professionals with the flexibility to manage their data without compromising on performance or control, thereby enhancing operational intelligence and decision-making processes.

Domino Data Lab, Inc. offers an enterprise data science platform that supports both on-premise and cloud-based solutions for data analysis applications. Its primary offerings include Domino Cloud, a managed cloud infrastructure for running and scaling models, and Domino On-Premise, which allows clients to track and audit their analyses. The platform is designed to empower data science teams by enabling collaborative, reusable, and reproducible analysis. Domino Data Lab serves a diverse range of industries, including financial services, healthcare, manufacturing, media, technology, retail, and consumer products. The platform is utilized by model-driven organizations to accelerate research, enhance collaboration, and deliver impactful models efficiently. Founded in 2012 and based in San Francisco, California, the company was formerly known as Cerebro, Inc. before rebranding in 2015.

Knowde operates an online marketplace focused on the chemical industry, enhancing the accessibility of trading chemicals, polymers, and industrial ingredients. Its platform utilizes advanced technologies, including deep learning and self-learning data models, to facilitate the search, filtering, sampling, quoting, and purchasing of products tailored to client specifications. By offering a comprehensive chemical taxonomy, Knowde empowers global chemical producers and distributors to transform their operations digitally. This innovative approach allows clients to compare and access products from suppliers worldwide, streamlining the procurement process in the chemical sector. The company has garnered support from prominent investors, highlighting its potential in revolutionizing how chemical transactions are conducted.

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

Confluent, Inc. is a technology company that specializes in developing a data platform for real-time data integration, stream processing, and analytics. The company’s offerings include a suite of products based on Apache Kafka, an open-source messaging system that facilitates the collection and processing of data from various sources. Key products include Confluent Cloud, a managed streaming data service; Confluent Operator, which manages Apache Kafka on Kubernetes; KSQL, an open-source streaming SQL engine for interactive queries; and ksqlDB, an event streaming database. Confluent's platform empowers organizations to create a real-time data pipeline, enabling immediate action on data insights. Founded in 2014 and headquartered in Mountain View, California, Confluent serves a range of sectors, including financial services, retail, automotive, and government, and generates most of its revenue from subscriptions and services primarily in the United States. The company also has additional offices in several major cities across the U.S., Europe, and Australia.

Cohesity, Inc. is a data management technology company that specializes in hyper-converged secondary storage solutions for large organizations. Founded in 2013 and based in Santa Clara, California, with an additional office in Raleigh, North Carolina, Cohesity aims to simplify the protection, management, and extraction of value from data. Its flagship product, the Cohesity DataPlatform, consolidates secondary data and workflows, eliminating storage silos and streamlining data management. The company also offers DataProtect, which integrates various data protection functions, including backup and disaster recovery, as well as the Cohesity Orion platform for comprehensive data protection and big data storage. Additionally, Cohesity provides tools for monitoring and managing data infrastructure through its SaaS-based solution, Cohesity Helios, and its mobile application. The company serves clients across the Americas, EMEA, and APAC, and maintains a strategic partnership with Pure Storage to enhance its offerings.

MedGenome is a company focused on developing genomics-based diagnostics and research platforms to enhance global health. Its innovative platform leverages advanced genomics technologies, bioinformatics, and big data analytics to analyze the genetic diversity of large populations. This approach aims to uncover the genetic foundations of various health conditions, including cancer, metabolic disorders, eye diseases, and rare diseases. MedGenome provides high-quality genetic diagnostic tests across multiple disease categories, such as immuno-oncology, infectious diseases, and reproductive health. By offering these insights, the company supports patients, pharmaceutical firms, and research institutions in understanding diseases at their genetic and molecular levels, ultimately contributing to improved healthcare outcomes.

Snowflake Inc. is a cloud-based data platform that offers a comprehensive solution for data warehousing, data lakes, and data sharing. Founded in 2012 and headquartered in San Mateo, California, the company provides organizations of various sizes and industries with the tools to consolidate data into a single source of truth, enabling meaningful business insights and the development of data-driven applications. Snowflake's platform is designed to facilitate instant, secure access to a wide array of data, supporting multiple data workloads and making it suitable for modern data applications. The company's innovative approach allows enterprises to quickly buy and ingest data, significantly reducing the time required compared to traditional methods. With a customer base that includes over 3,000 organizations, nearly 30% of which are part of the Fortune 500, Snowflake is recognized for its cost-effective solutions that leverage the power of cloud technology.

TDengine is a time-series database solution aimed at assisting traditional industries in navigating the complexities of Industry 4.0 and the Industrial Internet of Things (IoT). It facilitates the real-time ingestion, storage, analysis, and distribution of vast amounts of data generated by numerous sensors and data collectors daily. By making big data more accessible and affordable, TDengine enables a wide range of users, from independent developers to large corporations, to harness the full potential of their data. The company is focused on transforming industrial data systems by eliminating outdated infrastructure, promoting centralized data management, and enabling seamless sharing of information. This approach aims to make advanced technologies, such as artificial intelligence, more beneficial and accessible to the industrial sector, ultimately fostering digital transformation and breaking down existing data silos.

BigPanda, Inc. is a software development company that specializes in a data science platform designed to centralize and correlate IT alerts for organizations. Founded in 2011 and headquartered in Mountain View, California, with an additional office in Tel Aviv, Israel, BigPanda's platform helps IT operations, network operations centers, and DevOps teams detect, investigate, and resolve IT incidents effectively. By leveraging advanced machine learning algorithms, the platform transforms numerous daily IT alerts from various fragmented systems into actionable insights, enabling users to automate incident management and improve overall service performance. BigPanda serves a diverse range of industries, including retail, technology, and media, with notable clients such as Intel, TiVO, and Workday, assisting them in reducing operational costs and enhancing their digital transformation efforts.

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.

CB4 is a provider of artificial intelligence solutions designed to assist retail teams in capturing lost sales and enhancing customer experiences. The company's software utilizes patented machine learning algorithms to analyze existing point-of-sale data, enabling the identification of physical issues that hinder sales and impact customer satisfaction. By generating customized lists of SKUs tailored to each store's unique selling patterns and operational conditions, CB4 highlights specific products that can significantly increase revenue. These recommendations address various operational inefficiencies, such as improper product placement, labeling errors, or inventory discrepancies. Retailers can implement quick fixes, like adjusting stock levels or repositioning products, to boost sales and meet customer demands. Over time, the system learns from the adjustments made by stores, allowing for increasingly valuable and actionable insights.

Confluent, Inc. is a technology company that specializes in developing a data platform for real-time data integration, stream processing, and analytics. The company’s offerings include a suite of products based on Apache Kafka, an open-source messaging system that facilitates the collection and processing of data from various sources. Key products include Confluent Cloud, a managed streaming data service; Confluent Operator, which manages Apache Kafka on Kubernetes; KSQL, an open-source streaming SQL engine for interactive queries; and ksqlDB, an event streaming database. Confluent's platform empowers organizations to create a real-time data pipeline, enabling immediate action on data insights. Founded in 2014 and headquartered in Mountain View, California, Confluent serves a range of sectors, including financial services, retail, automotive, and government, and generates most of its revenue from subscriptions and services primarily in the United States. The company also has additional offices in several major cities across the U.S., Europe, and Australia.

BasisAI is a Singapore-based company that develops an artificial intelligence platform aimed at enhancing enterprise growth and managing risk. Its technology allows for the secure deployment of AI models, tracking data provenance, and monitoring algorithmic integrity. The platform is designed to facilitate AI adoption in various sectors, particularly targeting financial technology and Internet firms. By ensuring AI explainability and providing the necessary structures and frameworks, BasisAI enables enterprises to integrate advanced AI capabilities effectively and responsibly.

LightStep mission is to deliver confidence at scale for those who develop, operate, and rely upon today’s powerful software applications. LightStep analyzes 100% of unsampled transaction data from highly-distributed, large-scale production software to produce complete end-to-end traces and robust metrics that explain performance behaviors and accelerate root cause analysis. LightStep is backed by Sequoia, Redpoint, and Altimeter. We are headquartered in San Francisco, CA. For more information, visit http://lightstep.com.

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.

Trusted by leading brands, including 12 Fortune 500 enterprises, Numerify's System of Intelligence helps IT organizations plan, build, and run the systems that power more than $500B of commerce and achieve measurable ROI by becoming more efficient and agile while reducing risk and disruptions.

Snowflake Inc. is a cloud-based data platform that offers a comprehensive solution for data warehousing, data lakes, and data sharing. Founded in 2012 and headquartered in San Mateo, California, the company provides organizations of various sizes and industries with the tools to consolidate data into a single source of truth, enabling meaningful business insights and the development of data-driven applications. Snowflake's platform is designed to facilitate instant, secure access to a wide array of data, supporting multiple data workloads and making it suitable for modern data applications. The company's innovative approach allows enterprises to quickly buy and ingest data, significantly reducing the time required compared to traditional methods. With a customer base that includes over 3,000 organizations, nearly 30% of which are part of the Fortune 500, Snowflake is recognized for its cost-effective solutions that leverage the power of cloud technology.

Silk specializes in enhancing AI innovation by providing real-time access to production data in the cloud. The company seamlessly integrates high-performance cloud storage into AI workflows, allowing organizations to improve their innovation processes while ensuring performance, reliability, and control over their enterprise data. Silk's agile data delivery system eliminates the need for copying production data, thereby increasing flexibility and enabling the use of production data for Generative AI applications. With a portfolio backed by over 20 technology patents, Silk assists customers in maximizing the capabilities of the public cloud efficiently. The company is headquartered near Boston, Massachusetts.

Domino Data Lab, Inc. offers an enterprise data science platform that supports both on-premise and cloud-based solutions for data analysis applications. Its primary offerings include Domino Cloud, a managed cloud infrastructure for running and scaling models, and Domino On-Premise, which allows clients to track and audit their analyses. The platform is designed to empower data science teams by enabling collaborative, reusable, and reproducible analysis. Domino Data Lab serves a diverse range of industries, including financial services, healthcare, manufacturing, media, technology, retail, and consumer products. The platform is utilized by model-driven organizations to accelerate research, enhance collaboration, and deliver impactful models efficiently. Founded in 2012 and based in San Francisco, California, the company was formerly known as Cerebro, Inc. before rebranding in 2015.

Cohesity, Inc. is a data management technology company that specializes in hyper-converged secondary storage solutions for large organizations. Founded in 2013 and based in Santa Clara, California, with an additional office in Raleigh, North Carolina, Cohesity aims to simplify the protection, management, and extraction of value from data. Its flagship product, the Cohesity DataPlatform, consolidates secondary data and workflows, eliminating storage silos and streamlining data management. The company also offers DataProtect, which integrates various data protection functions, including backup and disaster recovery, as well as the Cohesity Orion platform for comprehensive data protection and big data storage. Additionally, Cohesity provides tools for monitoring and managing data infrastructure through its SaaS-based solution, Cohesity Helios, and its mobile application. The company serves clients across the Americas, EMEA, and APAC, and maintains a strategic partnership with Pure Storage to enhance its offerings.

Snowflake Inc. is a cloud-based data platform that offers a comprehensive solution for data warehousing, data lakes, and data sharing. Founded in 2012 and headquartered in San Mateo, California, the company provides organizations of various sizes and industries with the tools to consolidate data into a single source of truth, enabling meaningful business insights and the development of data-driven applications. Snowflake's platform is designed to facilitate instant, secure access to a wide array of data, supporting multiple data workloads and making it suitable for modern data applications. The company's innovative approach allows enterprises to quickly buy and ingest data, significantly reducing the time required compared to traditional methods. With a customer base that includes over 3,000 organizations, nearly 30% of which are part of the Fortune 500, Snowflake is recognized for its cost-effective solutions that leverage the power of cloud technology.

Aibee is an artificial intelligence startup founded in November 2017 by Dr. Yuanqing Lin, specializing in developing advanced technologies such as speech recognition, natural language processing, computer vision, and big data analytics. As a leading AI provider in China, Aibee focuses on delivering comprehensive AI solutions tailored to enhance and transform various vertical industries, particularly in the retail sector. The company's platform integrates multiple AI technologies to address industry-specific challenges, improve operational efficiency, and create new business opportunities for clients. By understanding the unique needs of its customers, Aibee aims to empower traditional industries with innovative tools and insights, thereby upgrading their capabilities and driving business value.

LightStep mission is to deliver confidence at scale for those who develop, operate, and rely upon today’s powerful software applications. LightStep analyzes 100% of unsampled transaction data from highly-distributed, large-scale production software to produce complete end-to-end traces and robust metrics that explain performance behaviors and accelerate root cause analysis. LightStep is backed by Sequoia, Redpoint, and Altimeter. We are headquartered in San Francisco, CA. For more information, visit http://lightstep.com.

NextCODE Health is a sequence-based clinical diagnostics company delivering a powerful solution to genome interpretation and big data challenges. Using technology developed over more than 16 years at deCODE genetics, we are enabling the widespread incorporation of genome sequence data into patient diagnosis and care. NextCODE was acquired by WuXi AppTec in 2015 and was renamed WuXi NextCODE before rebranding to [Genuity Science](/organization/genuity-science) in 2020.

23andMe, Inc. is a consumer genetics company based in Sunnyvale, California, founded in 2006. It offers DNA analysis services through home-based saliva collection kits, enabling consumers to explore their genetic ancestry, traits, and health predispositions. The company provides various services, including Health + Ancestry, which delivers insights into ancestry and genetic health risks, and Ancestry + Traits, which offers an ancestry breakdown along with reports on over 30 traits. Additionally, 23andMe markets its data to researchers and scientists, providing them with categorized and searchable genetic information. The firm aims to enhance understanding of the human genome and its implications for health and ancestry. Through its consumer and research services, 23andMe seeks to make genetic information accessible and meaningful to individuals and professionals alike.

Sumo Logic, Inc. offers a cloud-native software-as-a-service platform designed for machine data analytics, enabling organizations to effectively manage the challenges of digital transformation and cloud computing. Founded in 2010 and headquartered in Redwood City, California, the company provides tools for automating the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and IoT data. Its platform supports operational intelligence, security intelligence, and business intelligence, delivering real-time insights that help organizations build, run, and secure modern applications and cloud infrastructures. With over 2,000 global customers, Sumo Logic supports continuous innovation and helps businesses enhance their competitive advantage through actionable intelligence derived from machine-generated data.

Guardant Health, Inc. is a precision oncology company based in Redwood City, California, specializing in blood tests, data analytics, and related services for cancer detection and treatment. The company is known for its innovative liquid biopsy tests designed for advanced-stage cancer, including Guardant360, which assesses multiple cancer-related genes, and GuardantOMNI, which offers a broader gene panel for immuno-oncology applications. Additionally, Guardant Health provides LUNAR-1, aimed at detecting minimal residual disease in cancer survivors, and is developing LUNAR-2 for early cancer detection in high-risk individuals. The company also supports biopharmaceutical firms and medical institutions with services such as companion diagnostic development, regulatory approval, and clinical trial referrals. Guardant Health has established collaborations, including one with Radius Health for developing a companion diagnostic related to elacestrant. Since its incorporation in 2011, the company has focused on advancing patient health through technological innovations in oncology.

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

Domino Data Lab, Inc. offers an enterprise data science platform that supports both on-premise and cloud-based solutions for data analysis applications. Its primary offerings include Domino Cloud, a managed cloud infrastructure for running and scaling models, and Domino On-Premise, which allows clients to track and audit their analyses. The platform is designed to empower data science teams by enabling collaborative, reusable, and reproducible analysis. Domino Data Lab serves a diverse range of industries, including financial services, healthcare, manufacturing, media, technology, retail, and consumer products. The platform is utilized by model-driven organizations to accelerate research, enhance collaboration, and deliver impactful models efficiently. Founded in 2012 and based in San Francisco, California, the company was formerly known as Cerebro, Inc. before rebranding in 2015.

Cohesity, Inc. is a data management technology company that specializes in hyper-converged secondary storage solutions for large organizations. Founded in 2013 and based in Santa Clara, California, with an additional office in Raleigh, North Carolina, Cohesity aims to simplify the protection, management, and extraction of value from data. Its flagship product, the Cohesity DataPlatform, consolidates secondary data and workflows, eliminating storage silos and streamlining data management. The company also offers DataProtect, which integrates various data protection functions, including backup and disaster recovery, as well as the Cohesity Orion platform for comprehensive data protection and big data storage. Additionally, Cohesity provides tools for monitoring and managing data infrastructure through its SaaS-based solution, Cohesity Helios, and its mobile application. The company serves clients across the Americas, EMEA, and APAC, and maintains a strategic partnership with Pure Storage to enhance its offerings.

Confluent, Inc. is a technology company that specializes in developing a data platform for real-time data integration, stream processing, and analytics. The company’s offerings include a suite of products based on Apache Kafka, an open-source messaging system that facilitates the collection and processing of data from various sources. Key products include Confluent Cloud, a managed streaming data service; Confluent Operator, which manages Apache Kafka on Kubernetes; KSQL, an open-source streaming SQL engine for interactive queries; and ksqlDB, an event streaming database. Confluent's platform empowers organizations to create a real-time data pipeline, enabling immediate action on data insights. Founded in 2014 and headquartered in Mountain View, California, Confluent serves a range of sectors, including financial services, retail, automotive, and government, and generates most of its revenue from subscriptions and services primarily in the United States. The company also has additional offices in several major cities across the U.S., Europe, and Australia.

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, Inc. offers an enterprise data science platform that supports both on-premise and cloud-based solutions for data analysis applications. Its primary offerings include Domino Cloud, a managed cloud infrastructure for running and scaling models, and Domino On-Premise, which allows clients to track and audit their analyses. The platform is designed to empower data science teams by enabling collaborative, reusable, and reproducible analysis. Domino Data Lab serves a diverse range of industries, including financial services, healthcare, manufacturing, media, technology, retail, and consumer products. The platform is utilized by model-driven organizations to accelerate research, enhance collaboration, and deliver impactful models efficiently. Founded in 2012 and based in San Francisco, California, the company was formerly known as Cerebro, Inc. before rebranding in 2015.

Wavefront is a hosted platform for ingesting, storing, visualizing and alerting on time series data. It is based on a stream processing approach invented at Google which allows engineers to manipulate time series data with unparalleled power.

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.

SecurityScorecard, Inc. is a cybersecurity firm that specializes in providing a comprehensive rating and continuous monitoring platform to assess the cybersecurity strength of businesses and their third-party vendors. Established in 2013 by experts in security and risk, the company offers a range of solutions, including ThreatMarket, a cloud-based vulnerability search engine that identifies and correlates security-risk indicators across multiple categories such as application security and network vulnerabilities. Its services support vendor risk management, board reporting, and cyber insurance underwriting for over 1,000 organizations, including Fortune 1000 companies globally. SecurityScorecard's innovative approach includes interactive tools like Score Planner for remediation planning, Scorecard Event Log for transparent score tracking, and Atlas for managing cybersecurity questionnaires and controls at scale. By providing real-time risk ratings that align with vendor cybersecurity assessments, SecurityScorecard enhances organizational resilience and improves communication of cybersecurity risks to stakeholders. The company is headquartered in New York, New York.

Wavefront is a hosted platform for ingesting, storing, visualizing and alerting on time series data. It is based on a stream processing approach invented at Google which allows engineers to manipulate time series data with unparalleled power.

Cumulus Networks, Inc. specializes in developing Linux-based operating systems tailored for networking hardware applications. Its flagship product, Cumulus Linux, facilitates the disaggregation of top-of-rack (ToR) data center switching, thereby streamlining data center operations and reducing costs and complexity. The company also provides Cumulus VX, a community-supported virtual appliance for testing its technology, and Cumulus RMP (Rack Management Platform), which addresses out-of-band management needs. Additionally, Cumulus Networks offers NetQ, a telemetry-based fabric validation system, and a range of networking solutions that encompass big data, cloud orchestration, data center automation, and network virtualization. Serving a diverse clientele from web-scale companies to small businesses across various industries, Cumulus Networks aims to transform network management in the software-defined data center era. Founded in 2009 and headquartered in Mountain View, California, the company also maintains offices in San Francisco and Cary, North Carolina. As of mid-2020, Cumulus Networks operates as a subsidiary of NVIDIA Corporation.

Guardant Health, Inc. is a precision oncology company based in Redwood City, California, specializing in blood tests, data analytics, and related services for cancer detection and treatment. The company is known for its innovative liquid biopsy tests designed for advanced-stage cancer, including Guardant360, which assesses multiple cancer-related genes, and GuardantOMNI, which offers a broader gene panel for immuno-oncology applications. Additionally, Guardant Health provides LUNAR-1, aimed at detecting minimal residual disease in cancer survivors, and is developing LUNAR-2 for early cancer detection in high-risk individuals. The company also supports biopharmaceutical firms and medical institutions with services such as companion diagnostic development, regulatory approval, and clinical trial referrals. Guardant Health has established collaborations, including one with Radius Health for developing a companion diagnostic related to elacestrant. Since its incorporation in 2011, the company has focused on advancing patient health through technological innovations in oncology.

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

Trusted by leading brands, including 12 Fortune 500 enterprises, Numerify's System of Intelligence helps IT organizations plan, build, and run the systems that power more than $500B of commerce and achieve measurable ROI by becoming more efficient and agile while reducing risk and disruptions.

Carbon Black, Inc. is a cybersecurity company that offers advanced security solutions both in the United States and globally. Established in 2002 and headquartered in Waltham, Massachusetts, the company provides a range of products aimed at predicting, preventing, detecting, responding to, and remediating cyber threats. Its flagship offering, the Cb Predictive Security Cloud, is a big data and analytics platform that enables comprehensive endpoint data collection and analysis. Carbon Black's product suite includes CB Defense for antivirus and endpoint detection, CB ThreatHunter for threat hunting, and CB LiveOps for real-time security operations. Additionally, it provides managed services through CB ThreatSight and application control via CB Protection. The company serves a diverse clientele, including security-focused enterprises, government agencies, and small to mid-sized organizations, and has been recognized for its innovative approach to endpoint security. In January 2016, Carbon Black rebranded from its original name, Bit9, Inc., and it currently operates as a subsidiary of VMware.

Cohesity, Inc. is a data management technology company that specializes in hyper-converged secondary storage solutions for large organizations. Founded in 2013 and based in Santa Clara, California, with an additional office in Raleigh, North Carolina, Cohesity aims to simplify the protection, management, and extraction of value from data. Its flagship product, the Cohesity DataPlatform, consolidates secondary data and workflows, eliminating storage silos and streamlining data management. The company also offers DataProtect, which integrates various data protection functions, including backup and disaster recovery, as well as the Cohesity Orion platform for comprehensive data protection and big data storage. Additionally, Cohesity provides tools for monitoring and managing data infrastructure through its SaaS-based solution, Cohesity Helios, and its mobile application. The company serves clients across the Americas, EMEA, and APAC, and maintains a strategic partnership with Pure Storage to enhance its offerings.

Sumo Logic, Inc. offers a cloud-native software-as-a-service platform designed for machine data analytics, enabling organizations to effectively manage the challenges of digital transformation and cloud computing. Founded in 2010 and headquartered in Redwood City, California, the company provides tools for automating the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and IoT data. Its platform supports operational intelligence, security intelligence, and business intelligence, delivering real-time insights that help organizations build, run, and secure modern applications and cloud infrastructures. With over 2,000 global customers, Sumo Logic supports continuous innovation and helps businesses enhance their competitive advantage through actionable intelligence derived from machine-generated data.

SecurityScorecard, Inc. is a cybersecurity firm that specializes in providing a comprehensive rating and continuous monitoring platform to assess the cybersecurity strength of businesses and their third-party vendors. Established in 2013 by experts in security and risk, the company offers a range of solutions, including ThreatMarket, a cloud-based vulnerability search engine that identifies and correlates security-risk indicators across multiple categories such as application security and network vulnerabilities. Its services support vendor risk management, board reporting, and cyber insurance underwriting for over 1,000 organizations, including Fortune 1000 companies globally. SecurityScorecard's innovative approach includes interactive tools like Score Planner for remediation planning, Scorecard Event Log for transparent score tracking, and Atlas for managing cybersecurity questionnaires and controls at scale. By providing real-time risk ratings that align with vendor cybersecurity assessments, SecurityScorecard enhances organizational resilience and improves communication of cybersecurity risks to stakeholders. The company is headquartered in New York, New York.

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.

Guardant Health, Inc. is a precision oncology company based in Redwood City, California, specializing in blood tests, data analytics, and related services for cancer detection and treatment. The company is known for its innovative liquid biopsy tests designed for advanced-stage cancer, including Guardant360, which assesses multiple cancer-related genes, and GuardantOMNI, which offers a broader gene panel for immuno-oncology applications. Additionally, Guardant Health provides LUNAR-1, aimed at detecting minimal residual disease in cancer survivors, and is developing LUNAR-2 for early cancer detection in high-risk individuals. The company also supports biopharmaceutical firms and medical institutions with services such as companion diagnostic development, regulatory approval, and clinical trial referrals. Guardant Health has established collaborations, including one with Radius Health for developing a companion diagnostic related to elacestrant. Since its incorporation in 2011, the company has focused on advancing patient health through technological innovations in oncology.

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, offering a platform designed specifically for Big Data applications. Founded in 2011 and based in Palo Alto, California, the company aims to make complex Hadoop projects more accessible to organizations by providing both the infrastructure and operational expertise needed for successful implementation. With a focus on monitoring infrastructure and job performance, Altiscale ensures high levels of service for its clients. The company's team has extensive experience with Apache Hadoop, having operated over 40,000 nodes and contributed to the technology's development from its early days at Yahoo. Altiscale operates as a subsidiary of SAP SE, reflecting its commitment to delivering reliable and scalable cloud solutions for Big Data.

Trusted by leading brands, including 12 Fortune 500 enterprises, Numerify's System of Intelligence helps IT organizations plan, build, and run the systems that power more than $500B of commerce and achieve measurable ROI by becoming more efficient and agile while reducing risk and disruptions.

Metanautix is a provider of big data analytics software designed to assist large enterprises in managing and analyzing vast amounts of data. The company focuses on integrating the data supply chain, enabling organizations to transform their information assets into informed decisions and innovative products. By offering advanced analytics systems, Metanautix helps businesses navigate complex data environments, ultimately enhancing their operational efficiency and decision-making capabilities.

Sumo Logic, Inc. offers a cloud-native software-as-a-service platform designed for machine data analytics, enabling organizations to effectively manage the challenges of digital transformation and cloud computing. Founded in 2010 and headquartered in Redwood City, California, the company provides tools for automating the collection, ingestion, and analysis of various data types, including application, infrastructure, security, and IoT data. Its platform supports operational intelligence, security intelligence, and business intelligence, delivering real-time insights that help organizations build, run, and secure modern applications and cloud infrastructures. With over 2,000 global customers, Sumo Logic supports continuous innovation and helps businesses enhance their competitive advantage through actionable intelligence derived from machine-generated data.

Guardant Health, Inc. is a precision oncology company based in Redwood City, California, specializing in blood tests, data analytics, and related services for cancer detection and treatment. The company is known for its innovative liquid biopsy tests designed for advanced-stage cancer, including Guardant360, which assesses multiple cancer-related genes, and GuardantOMNI, which offers a broader gene panel for immuno-oncology applications. Additionally, Guardant Health provides LUNAR-1, aimed at detecting minimal residual disease in cancer survivors, and is developing LUNAR-2 for early cancer detection in high-risk individuals. The company also supports biopharmaceutical firms and medical institutions with services such as companion diagnostic development, regulatory approval, and clinical trial referrals. Guardant Health has established collaborations, including one with Radius Health for developing a companion diagnostic related to elacestrant. Since its incorporation in 2011, the company has focused on advancing patient health through technological innovations in oncology.

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 both in the United States and globally. Established in 2002 and headquartered in Waltham, Massachusetts, the company provides a range of products aimed at predicting, preventing, detecting, responding to, and remediating cyber threats. Its flagship offering, the Cb Predictive Security Cloud, is a big data and analytics platform that enables comprehensive endpoint data collection and analysis. Carbon Black's product suite includes CB Defense for antivirus and endpoint detection, CB ThreatHunter for threat hunting, and CB LiveOps for real-time security operations. Additionally, it provides managed services through CB ThreatSight and application control via CB Protection. The company serves a diverse clientele, including security-focused enterprises, government agencies, and small to mid-sized organizations, and has been recognized for its innovative approach to endpoint security. In January 2016, Carbon Black rebranded from its original name, Bit9, Inc., and it currently operates as a subsidiary of VMware.

Guardant Health, Inc. is a precision oncology company based in Redwood City, California, specializing in blood tests, data analytics, and related services for cancer detection and treatment. The company is known for its innovative liquid biopsy tests designed for advanced-stage cancer, including Guardant360, which assesses multiple cancer-related genes, and GuardantOMNI, which offers a broader gene panel for immuno-oncology applications. Additionally, Guardant Health provides LUNAR-1, aimed at detecting minimal residual disease in cancer survivors, and is developing LUNAR-2 for early cancer detection in high-risk individuals. The company also supports biopharmaceutical firms and medical institutions with services such as companion diagnostic development, regulatory approval, and clinical trial referrals. Guardant Health has established collaborations, including one with Radius Health for developing a companion diagnostic related to elacestrant. Since its incorporation in 2011, the company has focused on advancing patient health through technological innovations in oncology.

Cumulus Networks, Inc. specializes in developing Linux-based operating systems tailored for networking hardware applications. Its flagship product, Cumulus Linux, facilitates the disaggregation of top-of-rack (ToR) data center switching, thereby streamlining data center operations and reducing costs and complexity. The company also provides Cumulus VX, a community-supported virtual appliance for testing its technology, and Cumulus RMP (Rack Management Platform), which addresses out-of-band management needs. Additionally, Cumulus Networks offers NetQ, a telemetry-based fabric validation system, and a range of networking solutions that encompass big data, cloud orchestration, data center automation, and network virtualization. Serving a diverse clientele from web-scale companies to small businesses across various industries, Cumulus Networks aims to transform network management in the software-defined data center era. Founded in 2009 and headquartered in Mountain View, California, the company also maintains offices in San Francisco and Cary, North Carolina. As of mid-2020, Cumulus Networks operates as a subsidiary of NVIDIA Corporation.

Moovit is a Mobility as a Service (MaaS) provider and the world’s #1 transit app. Moovit simplifies your urban mobility in +2700 cities all around the world, making getting around town via mass transit easier and more convenient. Moovit has more than 300 million users, and was named Best Local App of 2016 by Google and Best of 2017 app by Apple. By combining information from public transit operators and authorities with live information from the user community, Moovit offers travelers a real-time picture, including the best route for their journey. The Moovit community sends active reports about their travel experience, such as bus congestion levels, cleanliness, and more to help others have a better travel experience. Moovit generates up to four billion anonymous data points a day that comprise the world's largest repository of transit data. The Big Data gathering is aided by Moovit’s network of more than 500,000 local editors, called “Mooviters”, who help map out and maintain local transit information in cities that would otherwise be unserved. Moovit is available for free on iOS, Android & Web in over 2,700 cities, across 86 countries worldwide, and can be used in 44 languages.

Cohesity, Inc. is a data management technology company that specializes in hyper-converged secondary storage solutions for large organizations. Founded in 2013 and based in Santa Clara, California, with an additional office in Raleigh, North Carolina, Cohesity aims to simplify the protection, management, and extraction of value from data. Its flagship product, the Cohesity DataPlatform, consolidates secondary data and workflows, eliminating storage silos and streamlining data management. The company also offers DataProtect, which integrates various data protection functions, including backup and disaster recovery, as well as the Cohesity Orion platform for comprehensive data protection and big data storage. Additionally, Cohesity provides tools for monitoring and managing data infrastructure through its SaaS-based solution, Cohesity Helios, and its mobile application. The company serves clients across the Americas, EMEA, and APAC, and maintains a strategic partnership with Pure Storage to enhance its offerings.

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.

Clustrix, Inc. is a provider of a cloud-based distributed SQL relational database designed to support high-transaction workloads. The company's flagship product, ClustrixDB, is engineered specifically for e-commerce and other applications that require significant scalability, performance, and availability. It allows businesses to handle massive transactional volumes and perform real-time analytics, facilitating the management of unlimited users and data while automating fault tolerance. ClustrixDB is versatile, capable of running on commodity hardware and across various cloud environments. The company serves a diverse range of clients, including notable names like AOL, Flipkart, and Rakuten, processing over one trillion transactions monthly. Founded in 2006 and headquartered in San Francisco, Clustrix also has offices in Seattle, London, San Jose, and Seoul. As of 2018, it operates as a subsidiary of MariaDB Corporation Ab.

Altiscale, Inc. is a cloud service provider specializing in Apache Hadoop operations, offering a platform designed specifically for Big Data applications. Founded in 2011 and based in Palo Alto, California, the company aims to make complex Hadoop projects more accessible to organizations by providing both the infrastructure and operational expertise needed for successful implementation. With a focus on monitoring infrastructure and job performance, Altiscale ensures high levels of service for its clients. The company's team has extensive experience with Apache Hadoop, having operated over 40,000 nodes and contributed to the technology's development from its early days at Yahoo. Altiscale operates as a subsidiary of SAP SE, reflecting its commitment to delivering reliable and scalable cloud solutions for Big Data.

Clustrix, Inc. is a provider of a cloud-based distributed SQL relational database designed to support high-transaction workloads. The company's flagship product, ClustrixDB, is engineered specifically for e-commerce and other applications that require significant scalability, performance, and availability. It allows businesses to handle massive transactional volumes and perform real-time analytics, facilitating the management of unlimited users and data while automating fault tolerance. ClustrixDB is versatile, capable of running on commodity hardware and across various cloud environments. The company serves a diverse range of clients, including notable names like AOL, Flipkart, and Rakuten, processing over one trillion transactions monthly. Founded in 2006 and headquartered in San Francisco, Clustrix also has offices in Seattle, London, San Jose, and Seoul. As of 2018, it operates as a subsidiary of MariaDB Corporation Ab.

MarkLogic Corporation is an enterprise software company that specializes in providing advanced technology solutions for managing and integrating complex data. Its core offering is the Enterprise NoSQL database technology, which supports various applications including client onboarding, content authoring, data unification, and digital asset management. The MarkLogic Data Hub Service enables organizations to seamlessly integrate, store, analyze, and secure mission-critical data in the cloud. By simplifying data integration, MarkLogic helps businesses achieve a comprehensive view of their data more efficiently, resulting in greater agility and reduced IT costs. The company serves a diverse range of industries, including education, finance, healthcare, and government, and is trusted by numerous leading organizations for handling their critical data needs. Founded in 2001 and headquartered in San Carlos, California, MarkLogic has a global presence with offices in multiple countries across North America, Europe, and Asia.

Nimble Storage, Inc. specializes in flash storage solutions, providing a range of products that include all-flash arrays, adaptive flash arrays, and multi-cloud storage services. The company's offerings are designed to enhance performance and simplify operations for various business applications, including databases, virtual servers, and data analytics. Nimble's patented Cache Accelerated Sequential Layout (CASL) architecture combines flash with high-capacity drives, enabling high performance at an affordable cost while improving disaster recovery and backup processes. Their predictive cloud platform, InfoSight, incorporates predictive analytics to optimize storage management across on-premises data centers and cloud environments. Nimble Cloud Volumes allow customers to run applications in leading cloud services like Amazon Web Services and Microsoft Azure. The company distributes its products through a network of value-added resellers and integrators, serving diverse sectors including healthcare, finance, education, and technology. Founded in 2007 and based in San Jose, California, Nimble Storage operates as a subsidiary of Hewlett Packard Enterprise Company.

Carbon Black, Inc. is a cybersecurity company that offers advanced security solutions both in the United States and globally. Established in 2002 and headquartered in Waltham, Massachusetts, the company provides a range of products aimed at predicting, preventing, detecting, responding to, and remediating cyber threats. Its flagship offering, the Cb Predictive Security Cloud, is a big data and analytics platform that enables comprehensive endpoint data collection and analysis. Carbon Black's product suite includes CB Defense for antivirus and endpoint detection, CB ThreatHunter for threat hunting, and CB LiveOps for real-time security operations. Additionally, it provides managed services through CB ThreatSight and application control via CB Protection. The company serves a diverse clientele, including security-focused enterprises, government agencies, and small to mid-sized organizations, and has been recognized for its innovative approach to endpoint security. In January 2016, Carbon Black rebranded from its original name, Bit9, Inc., and it currently operates as a subsidiary of VMware.