New Enterprise Associates

Ceramic.ai builds enterprise-grade infrastructure to optimize how companies train and deploy their AI models

Music AI is a software development company that provides artificial intelligence solutions for music and audio technology.

Fastino specializes in developing high-performance, task-optimized language models for enterprise AI developers. Their large language model (LLM) is designed to efficiently and accurately handle a range of data tasks, including structuring, summarization, planning, and sensitive information management. By offering near-instant inference, Fastino helps businesses enhance operational efficiency and process data at scale.

Sana is an AI company building AI for enterprise knowledge.

Pathos is a company that focuses on enhancing the drug discovery process through its AI-enabled platform. This self-learning technology leverages big data and artificial intelligence to streamline the identification and validation of drug targets, ultimately establishing their clinical efficacy. By facilitating the exploration of novel concepts, Pathos aims to support drug developers in advancing innovative therapies. The platform is designed to manage the entire end-to-end process of designing and developing new therapeutics, thereby significantly reducing the time required for medication development.

Wispr Flow is a developer of a personal computing platform aimed at an artificial intelligence-first future, emphasizing neural interfaces. The company focuses on a human-centered approach that integrates advancements in neurotechnology, machine learning, and hardware systems. By doing so, Wispr Flow seeks to make cutting-edge technology accessible to a wider audience, allowing users to engage with technology in a more intuitive and natural manner.

Sakana AI is a research-focused company dedicated to developing innovative foundation models inspired by nature. It specializes in creating an AI model capable of generating text, images, video, code, and multimedia, facilitating collaborative research and development in generative AI. The company's AI development process emphasizes evolution and collective intelligence.

Global Predictions is a financial technology company founded by a team with extensive experience at Bridgewater, leveraging artificial intelligence to deliver investment insights and financial advice. The company has developed a proprietary Economic Insights Engine that powers its fintech solutions, making them accessible to millions through their API and tailored insights. Their flagship product, PortfolioPilot.com, serves as a personal AI financial advisor for individuals, managing over $30 billion in assets. The platform is designed to offer personalized recommendations and guidance for investment portfolio management, helping users navigate economic shifts effectively.

Twelve Labs specializes in a multimodal artificial intelligence platform designed to enhance video understanding across various applications. The platform enables businesses and developers to analyze video content by integrating visual and auditory data, facilitating the creation of intelligent video applications. It offers APIs for functions such as searching, generating, and classifying video content, allowing users to deploy solutions on any cloud, customize models, and fine-tune with their own data. Twelve Labs serves diverse industries, including technology, media, entertainment, and security, empowering clients to harness complex video information for a range of downstream tasks.

Perplexity is an artificial intelligence-based search engine platform that combines large language models with traditional search engines. It leverages natural language processing and generative AI technologies to deliver conversational responses to user queries, aiming to enhance the search experience beyond standard results. The platform is designed to facilitate the development of safe and beneficial artificial general intelligence, offering an open-source environment accessible to the public. This allows clients to acquire skills and knowledge in software development, positioning Perplexity as a bridge between conventional search capabilities and advanced AI-driven assistance.

Xaira Therapeutics is an integrated biotechnology company focused on revolutionizing drug discovery and development through the application of artificial intelligence. Headquartered in the San Francisco Bay Area, Xaira combines expertise in machine learning, extensive biological and clinical data generation, and robust therapeutic product development. By harnessing advanced AI techniques, the company aims to enhance the understanding of biological processes and improve the effectiveness of therapies. Xaira's approach encompasses all stages of drug discovery, striving to transform how diseases are treated and enabling clients to deliver innovative therapeutic solutions.

AI Squared helps large organizations bring AI to where work happens. We do this by leveraging our SaaS or on-prem platform which combines data sources with advanced AL/ML functionality and embeds intelligent insights into critical business applications. Trusted by the largest financial institutions, the most complicated supply chain logistics companies, and the US Department of Defense, we enable seamless collaboration between data science teams and business users, driving faster, more informed decision-making.

Foundry is a public cloud supported by an orchestration platform designed to simplify the utilization of AI computing resources. Foundry addresses fundamental economic and technical obstacles encountered in AI and deep learning. Current challenges faced by businesses, such as the notable GPU scarcity and inefficient use of computing capabilities, hinder their effective utilization of resources. Foundry employs pioneering approaches to overcome these hurdles, offering scalable GPU instances with unparalleled price-performance ratios.

Lily AI is a developer of an e-commerce product discovery platform that enhances the sales capabilities of brands and retailers. The platform integrates customer-centric product attributes into various components of the e-commerce ecosystem, including site search engines, recommendation systems, and SEO/SEM functionalities. By improving on-site search and personalized product discovery, Lily AI supports retailers in the fashion, home, and beauty sectors, leading to significant increases in traffic, conversion rates, revenue, and brand loyalty. Headquartered in Mountain View, California, the company is backed by venture capital.

Together AI is a cloud-based platform designed for constructing open-source generative AI and infrastructure for developing AI models. The company contributes cutting-edge open-source research, models, and datasets to push the boundaries of AI forward. Through its decentralized cloud services, developers and researchers at organizations of various scales are empowered to train, refine, and deploy generative AI models.

Perplexity is an artificial intelligence-based search engine platform that combines large language models with traditional search engines. It leverages natural language processing and generative AI technologies to deliver conversational responses to user queries, aiming to enhance the search experience beyond standard results. The platform is designed to facilitate the development of safe and beneficial artificial general intelligence, offering an open-source environment accessible to the public. This allows clients to acquire skills and knowledge in software development, positioning Perplexity as a bridge between conventional search capabilities and advanced AI-driven assistance.

Martian is a developer of an artificial intelligence platform focused on enhancing model performance through innovative AI solutions. The company aims to provide improved alignment in AI by creating more interpretable alternatives to the traditional transformer architecture. By automatically routing prompts to the most suitable language model, Martian ensures that clients can leverage advanced AI capabilities to optimize their products and services. This approach not only enhances product performance but also offers clients a more effective means of utilizing AI in their operations.

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

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

Rewind is a personalized AI powered by everything you’ve seen, said, or heard.

Orby AI is an artificial intelligence platform focused on automating mundane and repetitive tasks for business users. By monitoring user activities, the platform identifies recurring work steps and generates code to streamline these processes. This automation extends to various functions, including finance and accounting processing, customer support ticket resolution, and lead management data entry. Orby AI aims to enhance efficiency and optimize business operations by simplifying everyday tasks, allowing users to focus on more strategic activities.

Kira Learning is an AI-driven education technology company that creates innovative tools and solutions to support educators and students. Its primary mission is to empower schools, districts, and teachers by integrating cutting-edge artificial intelligence into educational practices, making teaching more effective and learning more engaging.

Sana is an AI company building AI for enterprise knowledge.

Weaviate is a developer of an open-source AI platform that specializes in creating search and recommendation systems. The company's hybrid SaaS platform features a powerful AI vector search engine, which is designed to handle various use cases, including semantic search. It also includes plugins for integration into different applications and a user-friendly console for data management. Weaviate's architecture allows for efficient scaling, supporting the deployment of machine learning models and handling billions of data objects. This capability enables clients to leverage advanced search functionalities and enhance their applications with effective recommendation systems.

SimpleRose Inc. is a technology company based in Saint Louis, Missouri, that specializes in developing a prescriptive analytics platform aimed at enhancing decision-making processes in complex environments. Founded in 2018, the company's solutions focus on optimizing operations through applications such as scheduling, production planning, and portfolio optimization. By leveraging algorithmic innovations for improved numerical accuracy and speed, SimpleRose enables organizations to tackle intricate operational challenges and make informed decisions in real-time.

Perplexity is an artificial intelligence-based search engine platform that combines large language models with traditional search engines. It leverages natural language processing and generative AI technologies to deliver conversational responses to user queries, aiming to enhance the search experience beyond standard results. The platform is designed to facilitate the development of safe and beneficial artificial general intelligence, offering an open-source environment accessible to the public. This allows clients to acquire skills and knowledge in software development, positioning Perplexity as a bridge between conventional search capabilities and advanced AI-driven assistance.

Workera is a precision upskilling platform that enables enterprises, governments, and individuals to enhance their technological capabilities in areas such as data science, machine learning, and artificial intelligence. The platform utilizes artificial intelligence to offer a detailed assessment of workforce skills, providing hyper-personalized learning plans tailored to individual needs. This approach helps organizations identify skill gaps and mobilize talent effectively, ensuring they remain competitive in a rapidly evolving landscape. Through AI-driven mentorship and adaptive assessments, Workera delivers measurable results that facilitate upskilling and reskilling efforts, ultimately supporting informed decision-making in talent acquisition and development.

Wispr Flow is a developer of a personal computing platform aimed at an artificial intelligence-first future, emphasizing neural interfaces. The company focuses on a human-centered approach that integrates advancements in neurotechnology, machine learning, and hardware systems. By doing so, Wispr Flow seeks to make cutting-edge technology accessible to a wider audience, allowing users to engage with technology in a more intuitive and natural manner.

Regression Games specializes in creating competitive gaming experiences that leverage artificial intelligence, making them accessible and enjoyable for a wide audience. The company develops innovative tools and solutions aimed at simplifying the workflows of game developers. Their platform focuses on quality assurance automation, game-balancing automation, and other related applications that utilize AI agents. This approach ensures that game development is streamlined and efficient, allowing developers to enhance their games while providing players with engaging AI-driven experiences.

AI Squared helps large organizations bring AI to where work happens. We do this by leveraging our SaaS or on-prem platform which combines data sources with advanced AL/ML functionality and embeds intelligent insights into critical business applications. Trusted by the largest financial institutions, the most complicated supply chain logistics companies, and the US Department of Defense, we enable seamless collaboration between data science teams and business users, driving faster, more informed decision-making.

Lily AI is a developer of an e-commerce product discovery platform that enhances the sales capabilities of brands and retailers. The platform integrates customer-centric product attributes into various components of the e-commerce ecosystem, including site search engines, recommendation systems, and SEO/SEM functionalities. By improving on-site search and personalized product discovery, Lily AI supports retailers in the fashion, home, and beauty sectors, leading to significant increases in traffic, conversion rates, revenue, and brand loyalty. Headquartered in Mountain View, California, the company is backed by venture capital.

Kira Learning is an AI-driven education technology company that creates innovative tools and solutions to support educators and students. Its primary mission is to empower schools, districts, and teachers by integrating cutting-edge artificial intelligence into educational practices, making teaching more effective and learning more engaging.

Graft is a modern AI platform that allows data teams to create production-ready AI solutions with minimal effort. It eliminates the need for machine learning expertise, additional staffing, or infrastructure maintenance. The platform focuses on a data-centric approach, utilizing foundation models to enhance business outcomes. Additionally, Graft specializes in unstructured data analysis, harnessing artificial intelligence to process various types of data, including text, images, video, audio, and graphs. This capability enables clients to apply advanced analytical techniques effectively, ultimately driving improved results for their businesses.

Mashgin Inc. specializes in manufacturing intelligent kiosks that facilitate self-checkout at various retail environments, including cafés, convenience stores, and specialty shops. Founded in 2013 and based in Mountain View, California, the company utilizes advanced computer vision and deep learning technologies to streamline the checkout process. Its kiosks can recognize and process multiple items simultaneously, allowing customers to scan products based on their visual features such as color, shape, and size. This innovative system can be deployed quickly and at a lower cost compared to other self-checkout solutions. Currently, Mashgin's technology is in use at hundreds of locations, serving tens of thousands of customers daily.

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

ForAllSecure specializes in advanced fuzz testing and autonomous cybersecurity solutions, leveraging patented technology developed through extensive research at Carnegie Mellon University. The company collaborates with Fortune 1000 clients across sectors such as aerospace, automotive, and high-tech to deliver scalable security testing that adapts to rapid development and deployment cycles. Its innovative approach employs automated program analysis and artificial intelligence to identify and resolve software vulnerabilities in real-time, thereby enhancing the security posture of organizations. Recognized for its achievements, ForAllSecure won DARPA's Cyber Grand Challenge and was highlighted by MIT Technology Review as one of the 50 Smartest Companies.

Weaviate is a developer of an open-source AI platform that specializes in creating search and recommendation systems. The company's hybrid SaaS platform features a powerful AI vector search engine, which is designed to handle various use cases, including semantic search. It also includes plugins for integration into different applications and a user-friendly console for data management. Weaviate's architecture allows for efficient scaling, supporting the deployment of machine learning models and handling billions of data objects. This capability enables clients to leverage advanced search functionalities and enhance their applications with effective recommendation systems.

HOS is an AI technology company focused on developing scalable solutions that drive meaningful change in society. By leveraging artificial intelligence, HOS aims to empower individuals to realize their potential and enhance their quality of life. The company’s mission is to create impactful technologies that facilitate personal and economic growth, enabling people to thrive on their own terms.

Kira Learning is an AI-driven education technology company that creates innovative tools and solutions to support educators and students. Its primary mission is to empower schools, districts, and teachers by integrating cutting-edge artificial intelligence into educational practices, making teaching more effective and learning more engaging.

Aquabyte, Inc. specializes in developing advanced monitoring systems for the fish farming industry, employing computer vision and machine learning technologies. Founded in 2017 and headquartered in San Francisco, California, with an office in Bergen, Norway, Aquabyte's smart camera system enables real-time applications such as detecting biomass, counting sea lice, and monitoring fish appetite. The accompanying web dashboard provides continuous metrics to enhance operational efficiency. By integrating these technologies, Aquabyte aims to reduce operational costs and fish mortality while promoting sustainability in aquaculture. The company’s innovative approach seeks to address the challenges faced by fish farms, ultimately contributing to a more efficient and environmentally friendly industry.

Forethought, established in 2017 and based in Palo Alto, California, specializes in developing AI models for question-answering and information retrieval. The company's flagship product, Agatha Answers, is a smart agent that integrates into customer support teams' workflows, providing real-time assistance, automating repetitive tasks, and offering predictive insights to enhance efficiency and productivity.

Anyscale, Inc. is a technology company based in Berkeley, California, founded by the creators of the open-source project Ray. It specializes in developing distributed programming platforms and tools that simplify the creation and scaling of artificial intelligence applications. Anyscale's software enables developers and machine learning engineers to effortlessly scale their applications from local environments to the cloud, eliminating the need for complex infrastructure. The company's framework allows users of varying skill levels to build and deploy compute-intensive applications efficiently, facilitating faster and more cost-effective market entry for AI products. Anyscale aims to enhance the end-to-end AI lifecycle, making it accessible for organizations to leverage AI technologies.

Wispr Flow is a developer of a personal computing platform aimed at an artificial intelligence-first future, emphasizing neural interfaces. The company focuses on a human-centered approach that integrates advancements in neurotechnology, machine learning, and hardware systems. By doing so, Wispr Flow seeks to make cutting-edge technology accessible to a wider audience, allowing users to engage with technology in a more intuitive and natural manner.

Clarifai, Inc. is a prominent provider of advanced artificial intelligence solutions specializing in image recognition, natural language processing, and audio recognition. Founded in 2013 by Matt Zeiler, Ph.D., the company develops a deep learning platform that enables organizations to convert unstructured data—such as images, videos, text, and audio—into structured data efficiently and accurately. Clarifai's image recognition technology is capable of detecting near-duplicates, categorizing objects, and tagging images, while also allowing users to search for similar images within extensive uncategorized collections through a combination of semantic and visual similarity. Additionally, the company offers a labeling tool called Labeler, which aids in dataset labeling, AI training, and model auto-scaling in production environments. Headquartered in New York, with an office in Tallinn, Estonia, Clarifai employs a distributed team across various countries, including the United States, Canada, Argentina, and India.

Neural Magic provides enterprise inference solutions that enhance the performance of open-source large language models across diverse infrastructures. The company's software serves to accelerate artificial intelligence workloads on standard hardware, allowing organizations to efficiently utilize their existing resources. By leveraging big data and deep learning, Neural Magic's technology supports applications such as recommendations, image recognition, and object detection. This enables businesses to overcome the constraints typically associated with traditional hardware accelerators, facilitating secure and cost-effective deployments of AI models.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.

Workera is a precision upskilling platform that enables enterprises, governments, and individuals to enhance their technological capabilities in areas such as data science, machine learning, and artificial intelligence. The platform utilizes artificial intelligence to offer a detailed assessment of workforce skills, providing hyper-personalized learning plans tailored to individual needs. This approach helps organizations identify skill gaps and mobilize talent effectively, ensuring they remain competitive in a rapidly evolving landscape. Through AI-driven mentorship and adaptive assessments, Workera delivers measurable results that facilitate upskilling and reskilling efforts, ultimately supporting informed decision-making in talent acquisition and development.

Berkshire Grey, Inc. specializes in developing artificial intelligence-driven robotic and automated material handling systems aimed at enhancing omnichannel fulfillment. Founded in 2013 and based in Lexington, Massachusetts, the company offers a range of solutions, including AI software, robotic arms, mobile robotic systems, and advanced sorting technologies. Its systems leverage artificial intelligence, computer vision, and machine learning to automate tasks traditionally performed by humans, thereby increasing accuracy and throughput in logistics and supply chain operations. Berkshire Grey's technology is designed to handle diverse products and packaging types, providing a significant competitive advantage to its customers. The company primarily generates its revenue from North America and operates as a subsidiary of SoftBank Group Corp.

WireWheel, Inc. is a software company that offers a data privacy management platform designed to assist organizations in complying with data protection regulations such as the EU GDPR, Privacy Shield, PCI DSS, and HIPAA. Founded in 2016 and based in Arlington, Virginia, WireWheel provides cloud-based solutions that help global enterprises operationalize privacy and become GDPR-ready. The platform includes features for privacy program management and subject rights request management, leveraging machine learning and data science to enhance its effectiveness. Additionally, it facilitates the automatic mapping of public cloud assets and the management of third-party relationships, helping companies navigate compliance obligations while maximizing the potential of their data assets for competitive advantage.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.

DataRobot, Inc. is a Boston-based company that specializes in developing an automated machine learning platform aimed at empowering enterprises to construct predictive models efficiently. Its offerings include DataRobot Cloud, a cloud-based platform for predictive analytics, and DataRobot MLOps, which facilitates the deployment, monitoring, and management of machine learning models across organizations. Additionally, DataRobot Enterprise provides features tailored for large organizations, such as flexible deployment options, governance, and comprehensive support. The company's solutions cater to a diverse clientele, including business analysts, data scientists, executives, and IT professionals across various sectors such as banking, healthcare, and manufacturing. Founded in 2012, DataRobot has expanded its operations internationally, with locations in London, Paris, Kyiv, Tokyo, and Singapore, and maintains a strategic partnership with Snowflake to enhance its offerings.

Forethought, established in 2017 and based in Palo Alto, California, specializes in developing AI models for question-answering and information retrieval. The company's flagship product, Agatha Answers, is a smart agent that integrates into customer support teams' workflows, providing real-time assistance, automating repetitive tasks, and offering predictive insights to enhance efficiency and productivity.

Anyscale, Inc. is a technology company based in Berkeley, California, founded by the creators of the open-source project Ray. It specializes in developing distributed programming platforms and tools that simplify the creation and scaling of artificial intelligence applications. Anyscale's software enables developers and machine learning engineers to effortlessly scale their applications from local environments to the cloud, eliminating the need for complex infrastructure. The company's framework allows users of varying skill levels to build and deploy compute-intensive applications efficiently, facilitating faster and more cost-effective market entry for AI products. Anyscale aims to enhance the end-to-end AI lifecycle, making it accessible for organizations to leverage AI technologies.

Matroid, Inc. is a computer vision company based in Palo Alto, California, founded in 2016. It offers an intuitive platform that enables users to create and deploy custom computer vision detectors without the need for programming. The platform allows users to recognize specific people, events, and objects in visual media, monitor live television streams, and receive real-time notifications for custom events detected by security cameras. Matroid's solutions find applications across various industries, including construction, manufacturing, security, media, and retail. The company also provides Matroid On-Prem, a deployment solution that facilitates the monitoring of live streams and the searching of recorded video, enhancing the ability to respond to significant events as they occur.

ClearMetal, Inc., based in San Francisco, California, specializes in artificial intelligence software for supply chain operations, focusing on transport and supply chain visibility solutions. Founded in 2014 by experts from Stanford University and leading technology companies, ClearMetal's platform leverages machine learning algorithms to enhance the accuracy and quality of ocean freight data. This cloud-based application consolidates and processes information from multiple sources, providing real-time insights into shipment status and enabling organizations to predict arrival times and manage exceptions effectively. By facilitating access to reliable data, ClearMetal aims to improve logistics efficiency and enhance customer experiences in supply chain management.

Berkshire Grey, Inc. specializes in developing artificial intelligence-driven robotic and automated material handling systems aimed at enhancing omnichannel fulfillment. Founded in 2013 and based in Lexington, Massachusetts, the company offers a range of solutions, including AI software, robotic arms, mobile robotic systems, and advanced sorting technologies. Its systems leverage artificial intelligence, computer vision, and machine learning to automate tasks traditionally performed by humans, thereby increasing accuracy and throughput in logistics and supply chain operations. Berkshire Grey's technology is designed to handle diverse products and packaging types, providing a significant competitive advantage to its customers. The company primarily generates its revenue from North America and operates as a subsidiary of SoftBank Group Corp.

Lily AI is a developer of an e-commerce product discovery platform that enhances the sales capabilities of brands and retailers. The platform integrates customer-centric product attributes into various components of the e-commerce ecosystem, including site search engines, recommendation systems, and SEO/SEM functionalities. By improving on-site search and personalized product discovery, Lily AI supports retailers in the fashion, home, and beauty sectors, leading to significant increases in traffic, conversion rates, revenue, and brand loyalty. Headquartered in Mountain View, California, the company is backed by venture capital.

Uhana, Inc. is a technology company based in Palo Alto, California, focused on enhancing mobile network operations through its innovative software platform. As a subsidiary of VMware, Uhana develops a real-time network AI engine that leverages advanced research from Stanford University. This platform ingests extensive telemetry data from existing network components and applications, employing machine learning and deep learning techniques to optimize user experiences in demanding applications such as virtual and augmented reality, video streaming, drones, and connected vehicles. Uhana's software provides predictive guidance for both applications and network management, improving performance across various mobile networks. By enabling independent onboarding of applications and mobile networks, Uhana delivers value to over-the-top (OTT) services and network providers alike, enhancing operational efficiency and application quality of experience.

Anyscale, Inc. is a technology company based in Berkeley, California, founded by the creators of the open-source project Ray. It specializes in developing distributed programming platforms and tools that simplify the creation and scaling of artificial intelligence applications. Anyscale's software enables developers and machine learning engineers to effortlessly scale their applications from local environments to the cloud, eliminating the need for complex infrastructure. The company's framework allows users of varying skill levels to build and deploy compute-intensive applications efficiently, facilitating faster and more cost-effective market entry for AI products. Anyscale aims to enhance the end-to-end AI lifecycle, making it accessible for organizations to leverage AI technologies.

Neural Magic provides enterprise inference solutions that enhance the performance of open-source large language models across diverse infrastructures. The company's software serves to accelerate artificial intelligence workloads on standard hardware, allowing organizations to efficiently utilize their existing resources. By leveraging big data and deep learning, Neural Magic's technology supports applications such as recommendations, image recognition, and object detection. This enables businesses to overcome the constraints typically associated with traditional hardware accelerators, facilitating secure and cost-effective deployments of AI models.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.

DataRobot, Inc. is a Boston-based company that specializes in developing an automated machine learning platform aimed at empowering enterprises to construct predictive models efficiently. Its offerings include DataRobot Cloud, a cloud-based platform for predictive analytics, and DataRobot MLOps, which facilitates the deployment, monitoring, and management of machine learning models across organizations. Additionally, DataRobot Enterprise provides features tailored for large organizations, such as flexible deployment options, governance, and comprehensive support. The company's solutions cater to a diverse clientele, including business analysts, data scientists, executives, and IT professionals across various sectors such as banking, healthcare, and manufacturing. Founded in 2012, DataRobot has expanded its operations internationally, with locations in London, Paris, Kyiv, Tokyo, and Singapore, and maintains a strategic partnership with Snowflake to enhance its offerings.

Intelligence Node is a retail price intelligence platform that specializes in providing businesses with real-time insights to enhance product-level profitability and optimize margins. By leveraging the world's largest and most accurate pricing dataset, the platform employs proprietary AI-driven algorithms to deliver data-driven competitive insights. This independent company focuses on automating retail pricing strategies through its SaaS-based model, which simplifies competitive intelligence and price optimization. Its user-friendly interface allows businesses to effectively adjust pricing and merchandise assortments, ultimately maximizing profit margins.

Aquabyte, Inc. specializes in developing advanced monitoring systems for the fish farming industry, employing computer vision and machine learning technologies. Founded in 2017 and headquartered in San Francisco, California, with an office in Bergen, Norway, Aquabyte's smart camera system enables real-time applications such as detecting biomass, counting sea lice, and monitoring fish appetite. The accompanying web dashboard provides continuous metrics to enhance operational efficiency. By integrating these technologies, Aquabyte aims to reduce operational costs and fish mortality while promoting sustainability in aquaculture. The company’s innovative approach seeks to address the challenges faced by fish farms, ultimately contributing to a more efficient and environmentally friendly industry.

One Concern, Inc. is a climate resilience technology company that develops an artificial intelligence-based platform to assist governments and organizations in preparing for and responding to natural disasters. Founded in 2015 and headquartered in Menlo Park, California, with an additional office in Tokyo, Japan, One Concern utilizes machine learning, hazard modeling, and predictive analytics to create post-disaster damage maps and provide daily situational reports. Its flagship tool, Seismic Concern, focuses on earthquake preparedness and response, while the platform also addresses various disasters like hurricanes, floods, and wildfires, as well as chronic stresses such as poverty and climate change. By delivering capabilities throughout the lifecycle of disaster preparedness, mitigation, response, and recovery, One Concern aims to make disasters less devastating and enhance overall community resilience. Recognized as a 2019 Technology Pioneer, the company is part of the World Economic Forum’s Global Innovators community.

Drop is a Toronto-based company that operates a personalized commerce platform, designed to enhance consumer experiences through rewards. The platform leverages machine learning to connect over 4 million members with more than 400 partner brands, enabling users to earn points on their purchases and redeem them for instant rewards. By offering an end-to-end solution, Drop facilitates a seamless connection between brands and consumers, helping merchants understand the behaviors of Millennial and Generation Z shoppers. The company aims to improve everyday consumer lives by providing tailored shopping experiences, and it has recently expanded its operations to the UK while maintaining a focus on the North American market.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.

Big Data Federation, Inc. is a financial technology company that specializes in big data and analytics solutions, utilizing artificial intelligence to forecast financial and economic events. Founded in 2015 and based in Palo Alto, California, the company features its proprietary platform, PredictionValley, which leverages machine learning to analyze vast amounts of data and generate buy or sell signals for trading decisions. This scalable platform processes billions of data points and employs continuously-learning algorithms to provide real-time predictions across various sectors, including companies, industries, and commodities. These insights are essential for making informed investment decisions, strategic business planning, and shaping fiscal and monetary policies. By integrating advanced technologies, Big Data Federation aims to enhance the understanding of how interconnected global trends influence the economy, contributing to a more stable financial landscape.

Forethought, established in 2017 and based in Palo Alto, California, specializes in developing AI models for question-answering and information retrieval. The company's flagship product, Agatha Answers, is a smart agent that integrates into customer support teams' workflows, providing real-time assistance, automating repetitive tasks, and offering predictive insights to enhance efficiency and productivity.

WireWheel, Inc. is a software company that offers a data privacy management platform designed to assist organizations in complying with data protection regulations such as the EU GDPR, Privacy Shield, PCI DSS, and HIPAA. Founded in 2016 and based in Arlington, Virginia, WireWheel provides cloud-based solutions that help global enterprises operationalize privacy and become GDPR-ready. The platform includes features for privacy program management and subject rights request management, leveraging machine learning and data science to enhance its effectiveness. Additionally, it facilitates the automatic mapping of public cloud assets and the management of third-party relationships, helping companies navigate compliance obligations while maximizing the potential of their data assets for competitive advantage.

GrowingIO is a prominent analytics platform provider in China, established in May 2015 by Simon Zhang, Dingding Ye, Justin Chen, Yuanming Shan, and Jonathan Wu. Headquartered in Beijing, the company specializes in helping businesses drive growth through data insights. Its platform allows for comprehensive tracking of user behavior across applications, Mini programs (such as those on WeChat), and websites. By offering tools for rapid deployment and real-time data acquisition, GrowingIO enables companies to develop a complete data monitoring system. This facilitates efficient management of key business indicators and provides actionable insights that support data-driven decision-making and enhance overall business performance.

DataRobot, Inc. is a Boston-based company that specializes in developing an automated machine learning platform aimed at empowering enterprises to construct predictive models efficiently. Its offerings include DataRobot Cloud, a cloud-based platform for predictive analytics, and DataRobot MLOps, which facilitates the deployment, monitoring, and management of machine learning models across organizations. Additionally, DataRobot Enterprise provides features tailored for large organizations, such as flexible deployment options, governance, and comprehensive support. The company's solutions cater to a diverse clientele, including business analysts, data scientists, executives, and IT professionals across various sectors such as banking, healthcare, and manufacturing. Founded in 2012, DataRobot has expanded its operations internationally, with locations in London, Paris, Kyiv, Tokyo, and Singapore, and maintains a strategic partnership with Snowflake to enhance its offerings.

SimpleRose Inc. is a technology company based in Saint Louis, Missouri, that specializes in developing a prescriptive analytics platform aimed at enhancing decision-making processes in complex environments. Founded in 2018, the company's solutions focus on optimizing operations through applications such as scheduling, production planning, and portfolio optimization. By leveraging algorithmic innovations for improved numerical accuracy and speed, SimpleRose enables organizations to tackle intricate operational challenges and make informed decisions in real-time.

HEAVY.AI develops a big data analytics and visualization platform that helps businesses and government entities uncover valuable opportunities and risks within extensive location and time data. Its technology leverages the capabilities of modern GPU and CPU hardware to facilitate high-speed analytics and visualization. The platform features a structured query language-compliant database and an advanced visual analytics engine, allowing users to analyze and visualize large datasets efficiently. Clients from various sectors, including government, telecommunications, energy, utilities, and higher education, utilize HEAVY.AI's solutions to enhance decision-making processes and gain insights from multi-billion record datasets.

Tamr, Inc. is an enterprise data unification company that specializes in providing data management solutions. The company offers a platform that utilizes machine learning combined with human expertise to identify and integrate diverse internal and external data sources, thereby enabling organizations to manage siloed data effectively. Tamr's services include enterprise data preparation, clinical data conversion, procurement optimization, and customer data integration, catering to various sectors such as financial services, life sciences, government, and manufacturing. Founded in 2013 by experienced professionals in the database industry, Tamr is headquartered in Cambridge, Massachusetts, with additional offices in major cities including New York, Seattle, San Francisco, Washington, D.C., and London. The company aims to deliver valuable insights from data, supporting clients in achieving successful business outcomes.

Automation Anywhere, Inc. is a global leader in Robotic Process Automation (RPA), specializing in the development of AI-powered software solutions designed to enhance business efficiency. Founded in 2003 and headquartered in San Jose, California, the company offers a cloud-native platform that integrates RPA with artificial intelligence, machine learning, and analytics. Its flagship products include Automation Anywhere Enterprise, which automates IT and business processes; Automation Anywhere Server for streamlined business operations; and IQ Bot, a cognitive automation solution that addresses complex business tasks. Additionally, the company provides a comprehensive suite of testing tools, such as Testing Anywhere, which supports quality assurance across various platforms. Automation Anywhere also offers consulting services and collaborates strategically with Microsoft Azure. The company has expanded its presence internationally with offices in several major cities across the United States, Europe, the Middle East, and Asia.

Welltok is a data-driven enterprise SaaS company based in Denver, Colorado, founded in 2009. It specializes in providing a consumer activation platform that serves the healthcare industry. Welltok’s solutions enable health plans, employers, providers, and public entities to engage consumers with personalized health improvement resources. The platform leverages a vast consumer database and machine learning to facilitate targeted actions, making it easier and more rewarding for individuals to optimize their health and wellbeing. By driving audience engagement in healthy activities, Welltok helps organizations connect with consumers on a personal level, enhancing their overall health outcomes.

DataVisor Inc. is a company specializing in fraud and financial crime detection solutions, established in 2013 and located in Mountain View, California. The firm employs advanced unsupervised machine learning technology to predict and identify attack vectors, effectively protecting large consumer-facing organizations from various digital threats. Its key products include dCube, which enables proactive fraud detection and prevention, and dVector, which enhances fraud management through accurate signal analysis. Additionally, dEdge collects real-time intelligence from connected devices to safeguard mobile and web applications against sophisticated attacks. DataVisor addresses a wide range of fraud types, including account takeovers, fake account creations, money laundering, and promotional abuse, serving industries such as financial services, retail, e-commerce, social platforms, and telecommunications. The company's innovative approach enables organizations to respond to rapidly evolving fraud tactics and mitigate risks in real time.

Drop is a Toronto-based company that operates a personalized commerce platform, designed to enhance consumer experiences through rewards. The platform leverages machine learning to connect over 4 million members with more than 400 partner brands, enabling users to earn points on their purchases and redeem them for instant rewards. By offering an end-to-end solution, Drop facilitates a seamless connection between brands and consumers, helping merchants understand the behaviors of Millennial and Generation Z shoppers. The company aims to improve everyday consumer lives by providing tailored shopping experiences, and it has recently expanded its operations to the UK while maintaining a focus on the North American market.

Aquabyte, Inc. specializes in developing advanced monitoring systems for the fish farming industry, employing computer vision and machine learning technologies. Founded in 2017 and headquartered in San Francisco, California, with an office in Bergen, Norway, Aquabyte's smart camera system enables real-time applications such as detecting biomass, counting sea lice, and monitoring fish appetite. The accompanying web dashboard provides continuous metrics to enhance operational efficiency. By integrating these technologies, Aquabyte aims to reduce operational costs and fish mortality while promoting sustainability in aquaculture. The company’s innovative approach seeks to address the challenges faced by fish farms, ultimately contributing to a more efficient and environmentally friendly industry.

IDfy is an online fraud detection and identity verification platform that offers background verification services to various companies. Established in May 2011 and headquartered in Mumbai, India, the company employs machine learning, data science, and advanced identity authentication techniques to identify both emerging and previously undetected fraud. IDfy's solutions not only enhance the safety and trustworthiness of interactions and transactions but also help businesses mitigate the risks associated with financial loss and reputational damage due to fraud. The platform processes around half a million profiles monthly for over 150 clients across diverse sectors, including Fintech, insurance, telecommunications, and e-commerce. Additionally, IDfy ensures compliance with regulations such as anti-money laundering and KYC, facilitating a secure onboarding experience for its clients.

One Concern, Inc. is a climate resilience technology company that develops an artificial intelligence-based platform to assist governments and organizations in preparing for and responding to natural disasters. Founded in 2015 and headquartered in Menlo Park, California, with an additional office in Tokyo, Japan, One Concern utilizes machine learning, hazard modeling, and predictive analytics to create post-disaster damage maps and provide daily situational reports. Its flagship tool, Seismic Concern, focuses on earthquake preparedness and response, while the platform also addresses various disasters like hurricanes, floods, and wildfires, as well as chronic stresses such as poverty and climate change. By delivering capabilities throughout the lifecycle of disaster preparedness, mitigation, response, and recovery, One Concern aims to make disasters less devastating and enhance overall community resilience. Recognized as a 2019 Technology Pioneer, the company is part of the World Economic Forum’s Global Innovators community.

Lily AI is a developer of an e-commerce product discovery platform that enhances the sales capabilities of brands and retailers. The platform integrates customer-centric product attributes into various components of the e-commerce ecosystem, including site search engines, recommendation systems, and SEO/SEM functionalities. By improving on-site search and personalized product discovery, Lily AI supports retailers in the fashion, home, and beauty sectors, leading to significant increases in traffic, conversion rates, revenue, and brand loyalty. Headquartered in Mountain View, California, the company is backed by venture capital.

WireWheel, Inc. is a software company that offers a data privacy management platform designed to assist organizations in complying with data protection regulations such as the EU GDPR, Privacy Shield, PCI DSS, and HIPAA. Founded in 2016 and based in Arlington, Virginia, WireWheel provides cloud-based solutions that help global enterprises operationalize privacy and become GDPR-ready. The platform includes features for privacy program management and subject rights request management, leveraging machine learning and data science to enhance its effectiveness. Additionally, it facilitates the automatic mapping of public cloud assets and the management of third-party relationships, helping companies navigate compliance obligations while maximizing the potential of their data assets for competitive advantage.

Scoutible, Inc. operates a game-based hiring platform that utilizes immersive mobile games to identify suitable job candidates. Founded in 2015 and based in Walnut, California, the company employs patent-pending technology and machine learning algorithms to assess players' cognitive and personality traits during gameplay. This innovative approach allows Scoutible to match candidates' attributes with the characteristics of top performers within organizations, thereby streamlining the hiring process. Employers can effectively identify and communicate with qualified candidates while individuals can discover their strengths through gameplay.

ClearMetal, Inc., based in San Francisco, California, specializes in artificial intelligence software for supply chain operations, focusing on transport and supply chain visibility solutions. Founded in 2014 by experts from Stanford University and leading technology companies, ClearMetal's platform leverages machine learning algorithms to enhance the accuracy and quality of ocean freight data. This cloud-based application consolidates and processes information from multiple sources, providing real-time insights into shipment status and enabling organizations to predict arrival times and manage exceptions effectively. By facilitating access to reliable data, ClearMetal aims to improve logistics efficiency and enhance customer experiences in supply chain management.

Matroid, Inc. is a computer vision company based in Palo Alto, California, founded in 2016. It offers an intuitive platform that enables users to create and deploy custom computer vision detectors without the need for programming. The platform allows users to recognize specific people, events, and objects in visual media, monitor live television streams, and receive real-time notifications for custom events detected by security cameras. Matroid's solutions find applications across various industries, including construction, manufacturing, security, media, and retail. The company also provides Matroid On-Prem, a deployment solution that facilitates the monitoring of live streams and the searching of recorded video, enhancing the ability to respond to significant events as they occur.

MapR Technologies is a provider of a next-generation data platform designed to support AI and analytics for enterprises. The platform enables organizations to integrate analytics into their business processes, enhancing revenue, reducing costs, and addressing risks. MapR effectively manages the complexities associated with large-scale distributed processing, covering various environments from the cloud to edge computing and IoT analytics. The company's offerings include real-time database capabilities and enterprise-grade data protection, ensuring business continuity and facilitating the digital transformation of data across sectors such as marketing, security, and IT operations. A range of prominent companies, including Amazon, Cisco, Google, Microsoft, and SAP, rely on the MapR Data Platform to tackle their most intricate challenges in AI and analytics.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.

UnifyID, Inc. is a San Francisco-based company founded in 2015 that specializes in developing an identity application utilizing implicit authentication. This innovative platform creates unique user profiles by analyzing sensor data from everyday devices combined with machine learning techniques. Unlike traditional authentication methods that require conscious user action, UnifyID's approach leverages factors such as location and user habits to enhance accuracy and improve user experience. By employing proprietary algorithms, the company can assess the likelihood of a user's identity based on various signals, making it extremely difficult for unauthorized access. UnifyID's commitment to privacy is a central aspect of its technology, ensuring that user information remains secure. The company has garnered recognition within the tech community, including awards at prestigious events and being named a Gartner Cool Vendor in identity management.

Juvo Mobile Inc. is focused on creating financial identities for creditworthy individuals who are often excluded from traditional financial systems. Founded in 2014 and headquartered in San Francisco, with additional offices in São Paulo, Singapore, and Miami, Juvo collaborates with mobile network operators to leverage its proprietary Identity Scoring technology. This technology utilizes data science, machine learning, and game mechanics to develop identity-based relationships with prepaid users, thereby facilitating access to mobile financial services that were previously unattainable. By transforming subscriber consumption with real-time credit, Juvo aims to deepen connections between mobile operators and their subscribers, ultimately enhancing their ability to provide essential financial services. The company is privately held and supported by prominent figures in technology, mobile, and finance.

DataRobot, Inc. is a Boston-based company that specializes in developing an automated machine learning platform aimed at empowering enterprises to construct predictive models efficiently. Its offerings include DataRobot Cloud, a cloud-based platform for predictive analytics, and DataRobot MLOps, which facilitates the deployment, monitoring, and management of machine learning models across organizations. Additionally, DataRobot Enterprise provides features tailored for large organizations, such as flexible deployment options, governance, and comprehensive support. The company's solutions cater to a diverse clientele, including business analysts, data scientists, executives, and IT professionals across various sectors such as banking, healthcare, and manufacturing. Founded in 2012, DataRobot has expanded its operations internationally, with locations in London, Paris, Kyiv, Tokyo, and Singapore, and maintains a strategic partnership with Snowflake to enhance its offerings.

Drive.ai, Inc. specializes in developing artificial intelligence software and hardware for autonomous vehicles. Founded in 2015 by former lab mates from Stanford University's Artificial Intelligence Lab, the company focuses on creating self-driving technology that utilizes deep learning to enhance safety and adaptability in various driving environments. Drive.ai's offerings include a retrofitted self-driving kit, sensors, systems for vehicle control, communication systems, and an in-car interface. The company's mission is to leverage its innovative technology to save lives and transform the transportation industry. Headquartered in Mountain View, California, Drive.ai became a subsidiary of Apple Inc. in June 2019.

Bonsai offers an AI platform that empowers enterprises to build and deploy intelligent systems. By completely automating the management of complex machine learning libraries and algorithms, Bonsai enables enterprises to program AI models that improve system control and enhance real-time decision support. Businesses use these models today to increase automation and improve operational efficiency of industrial systems including robotics, manufacturing, supply chain, logistics, energy and utilities. Based in Berkeley, CA, Bonsai is backed by leading investors including NEA, Microsoft Ventures, ABB, Samsung NEXT and Siemens.

HEAVY.AI develops a big data analytics and visualization platform that helps businesses and government entities uncover valuable opportunities and risks within extensive location and time data. Its technology leverages the capabilities of modern GPU and CPU hardware to facilitate high-speed analytics and visualization. The platform features a structured query language-compliant database and an advanced visual analytics engine, allowing users to analyze and visualize large datasets efficiently. Clients from various sectors, including government, telecommunications, energy, utilities, and higher education, utilize HEAVY.AI's solutions to enhance decision-making processes and gain insights from multi-billion record datasets.

Prattle Analytics specializes in investment analytics by utilizing advanced technologies to measure sentiment and forecast market impacts from publicly available communications. By employing Natural Language Processing and machine learning, Prattle's platform analyzes complex language used in various contexts, such as corporate announcements and central bank statements. This automated system transforms extensive amounts of qualitative data into real-time, quantitative insights, enabling asset managers to grasp market dynamics more effectively. As a result, users can strengthen their investment theses and develop informed trading strategies based on a clearer understanding of market-moving language.

Barkly is an endpoint protection platform focused on safeguarding users from contemporary cyber threats. The platform employs a patented method that integrates responsive machine learning with runtime behavior analysis to effectively block various types of attacks such as file-based, fileless, and exploit breaches. Barkly's technology offers deep CPU-level visibility and operates without compromising system performance, ensuring comprehensive protection against a wide range of cyber threats, including exploits, scripts, executables, and ransomware. The platform is designed to deliver robust security while minimizing false positives and simplifying management for users.

Mighty AI, Inc. operates a Training Data as a Service platform that assists businesses in acquiring the datasets necessary to train and enhance their computer vision and natural language models. The company's platform features a global community of individuals who perform micro tasks, such as labeling objects in images and conducting sentiment analysis on text. By leveraging its proprietary machine learning technology and a comprehensive suite of annotation software, Mighty AI ensures high accuracy and scalability in the data it provides. Founded in 2014 and headquartered in Seattle, Washington, with an additional office in Detroit, Michigan, Mighty AI serves customers worldwide and specializes in delivering training data for companies developing computer vision models, particularly for autonomous vehicles. The company was previously known as Spare5 Inc. and became a subsidiary of Uber Technologies, Inc. in 2019.

Matroid, Inc. is a computer vision company based in Palo Alto, California, founded in 2016. It offers an intuitive platform that enables users to create and deploy custom computer vision detectors without the need for programming. The platform allows users to recognize specific people, events, and objects in visual media, monitor live television streams, and receive real-time notifications for custom events detected by security cameras. Matroid's solutions find applications across various industries, including construction, manufacturing, security, media, and retail. The company also provides Matroid On-Prem, a deployment solution that facilitates the monitoring of live streams and the searching of recorded video, enhancing the ability to respond to significant events as they occur.

Databricks Inc. is a technology company that provides a unified data analytics cloud platform designed to facilitate data engineering and collaborative data science. The company offers a comprehensive suite of tools, including a just-in-time data platform that simplifies data integration, real-time experimentation, and deployment of production applications for developers and data scientists. Key products include Databricks Delta, which combines the capabilities of data warehouses with low-latency streaming, MLflow for managing the machine learning lifecycle, and Delta Lake for handling batch and streaming data. Databricks serves a diverse range of industries, including advertising, healthcare, manufacturing, and telecommunications, and has established strategic partnerships with various organizations to enhance its offerings. Founded in 2013, Databricks is headquartered in San Francisco, California, with additional offices in London, Amsterdam, and Bengaluru.