New Enterprise Associates

Ceramic is an AI company that specializes in streamlining the process of training artificial intelligence models for businesses. Their platform optimizes data processing and supports long-context training across various cluster sizes, making AI model training faster and more cost-effective. This enables enterprises to efficiently build and fine-tune their own generative AI models.

Ceramic is an AI company that specializes in streamlining the process of training artificial intelligence models for businesses. Their platform optimizes data processing and supports long-context training across various cluster sizes, making AI model training faster and more cost-effective. This enables enterprises to efficiently build and fine-tune their own generative AI models.

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

Instabase, Inc. is a technology company based in San Francisco, California, founded in 2015. It specializes in developing a platform that automates document processing workflows and analyzes unstructured data. The platform integrates various capabilities, including optical character recognition, data classification and extraction, and natural language processing, allowing organizations across sectors such as insurance, finance, and healthcare to streamline operations and improve decision-making. Additionally, Instabase provides a developer kit that enables the creation of customized business applications, helping institutions embed artificial intelligence into their systems and processes. Through its innovative solutions, Instabase aims to address significant business challenges and facilitate transformational outcomes for its clients.

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 Labs is a leader in applying artificial intelligence to enhance educational outcomes through personalized learning. The company collaborates with prominent organizations to develop its innovative learning platform, which leverages advanced machine learning techniques. This platform is designed to empower education companies and integrates seamlessly with various applications, allowing employees to access knowledge, communicate, and automate tasks effectively. By offering insights into team strengths, weaknesses, and progress, Sana enables institutions in sectors such as healthcare, finance, and pharmaceuticals to improve their workforce's performance and learning experiences. The interdisciplinary team at Sana comprises experts from diverse fields, contributing to its mission of transforming the future of education.

Genmo is a technology company that develops an artificial intelligence platform for creative content generation. Its platform enables users to create high-quality videos, images, and 3D models using intuitive text and image prompts, leveraging advanced natural language processing technology. This allows video creators to generate custom visual media and produce cinematic video content with the assistance of AI.

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.

Ceramic is an AI company that specializes in streamlining the process of training artificial intelligence models for businesses. Their platform optimizes data processing and supports long-context training across various cluster sizes, making AI model training faster and more cost-effective. This enables enterprises to efficiently build and fine-tune their own generative AI models.

Global Predictions is a technology company founded by a former Bridgewater team that combines artificial intelligence and financial expertise to deliver a full‑stack platform for investment insights and personalized financial advice. Its proprietary Economic Insights Engine powers a suite of fintech solutions accessed through an API and tailored insights. The flagship product, PortfolioPilot.com, serves individual investors as a personal AI financial advisor and manages more than $30 billion in assets. The platform also offers guided procedures, APIs, and customized analytics that help policymakers, corporations, and investors understand economic shifts and build and manage investment portfolios.

Twelve Labs offers a platform that empowers businesses and developers to analyze and interpret video content through multiple modalities like visual and auditory data. This enables the creation of intelligent video applications across industries such as technology, media, entertainment, and security.

Perplexity is an AI-driven search engine platform that combines large language models with traditional search engines. It uses natural language processing (NLP) and generative AI to provide conversational responses, bridging the gap between conventional search engines and interactive AI assistance.

Xaira Therapeutics is a biotechnology company that leverages artificial intelligence to revolutionize drug discovery and development. Headquartered in the San Francisco Bay Area, Xaira brings together machine learning experts, expansive data generation, and robust therapeutic product development to advance treatments for various diseases.

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

Together is a technology services platform that offers a decentralized cloud specifically for artificial intelligence development. The company focuses on constructing open-source generative AI models and infrastructure, providing tools and resources that enable developers and researchers to train, refine, and deploy these models efficiently. Together's platform emphasizes accessibility and user-friendliness, allowing organizations of various sizes to leverage and enhance AI capabilities. By contributing innovative open-source research, models, and datasets, Together plays a significant role in advancing the field of AI and fostering collaborative development efforts.

Genmo is a technology company that develops an artificial intelligence platform for creative content generation. Its platform enables users to create high-quality videos, images, and 3D models using intuitive text and image prompts, leveraging advanced natural language processing technology. This allows video creators to generate custom visual media and produce cinematic video content with the assistance of AI.

Perplexity is an AI-driven search engine platform that combines large language models with traditional search engines. It uses natural language processing (NLP) and generative AI to provide conversational responses, bridging the gap between conventional search engines and interactive AI assistance.

Martian delivers an LLM routing platform that automatically routes prompts to the most suitable language model. It employs a model mapping method to convert indecipherable matrices into human readable programs, enabling organizations to improve product performance, reduce costs, and deploy an AI model capable of handling any prompt.

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

Instabase, Inc. is a technology company based in San Francisco, California, founded in 2015. It specializes in developing a platform that automates document processing workflows and analyzes unstructured data. The platform integrates various capabilities, including optical character recognition, data classification and extraction, and natural language processing, allowing organizations across sectors such as insurance, finance, and healthcare to streamline operations and improve decision-making. Additionally, Instabase provides a developer kit that enables the creation of customized business applications, helping institutions embed artificial intelligence into their systems and processes. Through its innovative solutions, Instabase aims to address significant business challenges and facilitate transformational outcomes 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.

Limitless is a technology company focused on developing advanced artificial intelligence solutions. They develop AI-driven products to improve productivity, streamline processes, and deliver insights for businesses. Limitless serves a broad range of industries, from retail and finance to healthcare and logistics, providing AI solutions that are tailored to the unique needs of each sector.

Orby AI is an artificial intelligence platform focused on automating mundane and repetitive tasks for business users. The company’s technology monitors user activities to identify recurring work steps and subsequently generates code to automate these processes. This capability enhances efficiency in various operational areas, including finance, accounting, customer support ticket resolution, and lead management. By streamlining these tasks, Orby AI enables organizations to optimize their business processes and improve overall productivity.

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 Labs is a leader in applying artificial intelligence to enhance educational outcomes through personalized learning. The company collaborates with prominent organizations to develop its innovative learning platform, which leverages advanced machine learning techniques. This platform is designed to empower education companies and integrates seamlessly with various applications, allowing employees to access knowledge, communicate, and automate tasks effectively. By offering insights into team strengths, weaknesses, and progress, Sana enables institutions in sectors such as healthcare, finance, and pharmaceuticals to improve their workforce's performance and learning experiences. The interdisciplinary team at Sana comprises experts from diverse fields, contributing to its mission of transforming the future of education.

Weaviate is a company that offers an open-source AI-native database and hybrid SaaS platform to build search and recommendation systems. Its vector search engine supports semantic search and integrates with applications via plugins and a console that helps understand data. The platform merges vector and keyword search to enable end-to-end AI-native application development, supporting synchronous, asynchronous, and multi-step data interactions.

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

Perplexity is an AI-driven search engine platform that combines large language models with traditional search engines. It uses natural language processing (NLP) and generative AI to provide conversational responses, bridging the gap between conventional search engines and interactive AI 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 AI-driven assessments and personalized learning plans to provide targeted mentorship and facilitate skill development. By offering an objective analysis of workforce skills, Workera helps organizations identify and mobilize talent effectively. Its approach includes measuring skills at a granular level, allowing for hyper-personalized learning experiences that drive measurable results. This capability equips organizations with actionable data, enabling them to make informed decisions regarding talent acquisition, mobility, coaching, and mentoring, ultimately addressing the critical skills gap in today's rapidly evolving technological landscape.

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 develops AI-powered tools to advance competitive gaming and Unity game development. The company offers an AI-driven testing platform for Unity that automates QA testing, game balancing, and related tasks through intelligent agents, enabling QA testers and gameplay programmers to automate and streamline workflows. By providing fast, seamless automation, Regression Games helps studios improve testing efficiency, accelerate iteration cycles, and achieve reliable game balance through AI-assisted processes.

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

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

Mashgin is a California-based developer of AI-driven self-checkout kiosks used in cafeterias, convenience stores, specialty and travel retail. The system uses computer vision, deep learning, and real-time 3D technology to recognize items and handle multiple items in a single scan, speeding up checkout. The kiosks are deployed at hundreds of locations and serve 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 solutions, leveraging patented technology from Carnegie Mellon University. It partners with Fortune 1000 companies across industries like aerospace and automotive to provide scalable, autonomous security testing that keeps pace with rapid development cycles and frequent deployments.

Weaviate is a company that offers an open-source AI-native database and hybrid SaaS platform to build search and recommendation systems. Its vector search engine supports semantic search and integrates with applications via plugins and a console that helps understand data. The platform merges vector and keyword search to enable end-to-end AI-native application development, supporting synchronous, asynchronous, and multi-step data interactions.

Operator of a technology startup intended to achieve massive scale and impact. The company aims to develop and utilize artificial intelligence-based technologies, enabling people to reach their potential and live prosperously on their 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.

Founded in 2017, Aquabyte specializes in developing smart camera systems and machine learning models for aquaculture. Its solutions include real-time sea lice counting, biomass monitoring, appetite detection, and feed optimization, aiming to enhance fish farm efficiency, sustainability, and profitability.

Anyscale develops and operates distributed programming platforms for simplifying distributed AI development. It offers Ray, an open-source framework enabling software developers and machine learning engineers to scale applications effortlessly from a laptop to the cloud.

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.

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

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

Neural Magic specializes in enterprise inference solutions that optimize the performance of open-source large language models across various infrastructures. The company focuses on maximizing computational efficiency and hardware utilization, enabling organizations to deploy AI models securely and cost-effectively.

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

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 AI-driven assessments and personalized learning plans to provide targeted mentorship and facilitate skill development. By offering an objective analysis of workforce skills, Workera helps organizations identify and mobilize talent effectively. Its approach includes measuring skills at a granular level, allowing for hyper-personalized learning experiences that drive measurable results. This capability equips organizations with actionable data, enabling them to make informed decisions regarding talent acquisition, mobility, coaching, and mentoring, ultimately addressing the critical skills gap in today's rapidly evolving technological landscape.

Berkshire Grey, Inc. is a technology company specializing in the development of artificial intelligence-driven robotic and automated material handling systems. Founded in 2013 and based in Lexington, Massachusetts, the company focuses on automating tasks traditionally performed by humans in commercial settings, enhancing efficiency in fulfillment, supply chain, and logistics operations. Its offerings include a range of robotic solutions, such as autonomous picking and sorting systems, mobile robotic units, and dynamic parcel sortation technologies. Additionally, Berkshire Grey provides electromechanical solutions that incorporate vision systems and advanced scanning technologies. By leveraging AI, computer vision, and machine learning, the company's systems enable clients to achieve higher accuracy and throughput speeds while managing diverse product assortments. The majority of its revenue is generated from North America, positioning Berkshire Grey as a significant player in the automation landscape.

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

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

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

DataRobot develops an automated machine learning platform that enables users across various industries to build predictive models. Its cloud-based solution, DataRobot Cloud, offers a project-based curriculum for gaining insights from data scientists. The company also provides DataRobot MLOps for deploying and managing machine learning models, along with enterprise features like flexible deployment and governance in its DataRobot Enterprise solution.

Anyscale develops and operates distributed programming platforms for simplifying distributed AI development. It offers Ray, an open-source framework enabling software developers and machine learning engineers to scale applications effortlessly from a laptop to the cloud.

ClearMetal, Inc. is a San Francisco-based company that specializes in artificial intelligence software for supply chain operations. Founded in 2014, it provides transport and supply chain visibility solutions through its cloud-based platform. The company leverages proprietary machine learning algorithms to enhance the accuracy and quality of freight data, enabling organizations to obtain real-time insights into shipment status, estimated arrival times, and potential delays. This advanced analytics capability allows shippers to manage exceptions efficiently and improve overall customer experience. ClearMetal's focus on delivering continuous visibility helps supply chain organizations optimize logistics and maintain easy access to reliable information about their shipments.

Berkshire Grey, Inc. is a technology company specializing in the development of artificial intelligence-driven robotic and automated material handling systems. Founded in 2013 and based in Lexington, Massachusetts, the company focuses on automating tasks traditionally performed by humans in commercial settings, enhancing efficiency in fulfillment, supply chain, and logistics operations. Its offerings include a range of robotic solutions, such as autonomous picking and sorting systems, mobile robotic units, and dynamic parcel sortation technologies. Additionally, Berkshire Grey provides electromechanical solutions that incorporate vision systems and advanced scanning technologies. By leveraging AI, computer vision, and machine learning, the company's systems enable clients to achieve higher accuracy and throughput speeds while managing diverse product assortments. The majority of its revenue is generated from North America, positioning Berkshire Grey as a significant player in the automation landscape.

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

Uhana, Inc. is a technology company based in Palo Alto, California, focused on enhancing mobile network operations through advanced AI solutions. It specializes in developing a cloud-native software platform that processes large volumes of telemetry data from existing network elements and applications. By leveraging real-time data analytics and machine learning, Uhana's platform provides predictive guidance and network layer control, significantly improving the quality of experience for demanding applications such as virtual reality, augmented reality, and connected vehicles. The company's innovative approach allows it to deliver benefits to both over-the-top applications and network providers without requiring integrated telemetry or control from either layer. Uhana operates as a subsidiary of VMware, Inc. and commercializes research from Stanford University, positioning itself at the forefront of network AI technology.

Anyscale develops and operates distributed programming platforms for simplifying distributed AI development. It offers Ray, an open-source framework enabling software developers and machine learning engineers to scale applications effortlessly from a laptop to the cloud.

Neural Magic specializes in enterprise inference solutions that optimize the performance of open-source large language models across various infrastructures. The company focuses on maximizing computational efficiency and hardware utilization, enabling organizations to deploy AI models securely and cost-effectively.

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

Instabase, Inc. is a technology company based in San Francisco, California, founded in 2015. It specializes in developing a platform that automates document processing workflows and analyzes unstructured data. The platform integrates various capabilities, including optical character recognition, data classification and extraction, and natural language processing, allowing organizations across sectors such as insurance, finance, and healthcare to streamline operations and improve decision-making. Additionally, Instabase provides a developer kit that enables the creation of customized business applications, helping institutions embed artificial intelligence into their systems and processes. Through its innovative solutions, Instabase aims to address significant business challenges and facilitate transformational outcomes for its clients.

Stockwell AI, Inc. operates automated retail stores that provide everyday essentials in convenient locations such as offices, apartments, gyms, and college campuses. Founded in 2016 and based in Oakland, California, the company utilizes advanced technology, including computer vision and machine learning, to facilitate transactions through its Bodega application. This app allows users to link their payment methods and easily access items within the automated stores. Stockwell AI focuses on enhancing the retail experience by combining the convenience of online shopping with the immediacy of in-person purchases. The company offers smart vending machines stocked with non-perishable grocery items, aiming to save consumers time and reduce the costs associated with traditional shopping methods. In July 2018, Stockwell AI changed its name from Bodega AI and now operates as a subsidiary of 365 Retail Markets, LLC.

DataRobot develops an automated machine learning platform that enables users across various industries to build predictive models. Its cloud-based solution, DataRobot Cloud, offers a project-based curriculum for gaining insights from data scientists. The company also provides DataRobot MLOps for deploying and managing machine learning models, along with enterprise features like flexible deployment and governance in its DataRobot Enterprise solution.

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

Founded in 2017, Aquabyte specializes in developing smart camera systems and machine learning models for aquaculture. Its solutions include real-time sea lice counting, biomass monitoring, appetite detection, and feed optimization, aiming to enhance fish farm efficiency, sustainability, and profitability.

Drop is a consumer rewards platform that uses machine learning to match shoppers with over 400 partner brands, enabling them to earn points, discounts, and cashback on purchases. The service encourages repeat shopping by offering instant rewards and personalized offers. Headquartered in Toronto, Drop serves more than 4 million members across North America and the UK, aiming to improve everyday consumer experiences through its personalized commerce platform.

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

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

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

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

DataRobot develops an automated machine learning platform that enables users across various industries to build predictive models. Its cloud-based solution, DataRobot Cloud, offers a project-based curriculum for gaining insights from data scientists. The company also provides DataRobot MLOps for deploying and managing machine learning models, along with enterprise features like flexible deployment and governance in its DataRobot Enterprise solution.

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

HEAVY.AI develops a big data analytics and visualization platform that helps governments and businesses analyze and visualize opportunities and risks hidden in large location- and time-based datasets. The platform combines a structured query language–compliant database optimized for graphics processing units with an advanced visual analytics engine and a web-based front end for rendering multi-billion-record data sets. By leveraging the parallel processing power of modern GPU and CPU hardware, it supports high-impact decision-making across sectors such as government, telecommunications, energy, utilities, and higher education.

Tuya is a global developer platform specializing in artificial intelligence and the Internet of Things (IoT). It connects consumers, manufacturers, OEMs, and retail chains, providing a comprehensive solution that includes hardware access, cloud services, and app development. This ecosystem enables businesses to enhance their consumer IoT smart devices and meet increasing consumer demands. As of late 2018, Tuya had served 93,000 customers and connected over 100 million smart products globally, with a product catalog exceeding 30,000 listings across nearly 200 countries. The company operates a distributed IoT cloud platform that processes nearly 50 billion device requests daily and facilitates over 20 million voice AI interactions each day, accumulating a data volume of 15 petabytes. Tuya's offerings include platform-as-a-service and software-as-a-service options, fostering a vibrant IoT ecosystem that encourages collaboration among brands, OEMs, partners, and end users.

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

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.

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

Drop is a consumer rewards platform that uses machine learning to match shoppers with over 400 partner brands, enabling them to earn points, discounts, and cashback on purchases. The service encourages repeat shopping by offering instant rewards and personalized offers. Headquartered in Toronto, Drop serves more than 4 million members across North America and the UK, aiming to improve everyday consumer experiences through its personalized commerce platform.

Founded in 2017, Aquabyte specializes in developing smart camera systems and machine learning models for aquaculture. Its solutions include real-time sea lice counting, biomass monitoring, appetite detection, and feed optimization, aiming to enhance fish farm efficiency, sustainability, and profitability.

IDfy is an online platform specializing in fraud detection and identity verification. It offers machine-learning based anomaly detection systems to help businesses authenticate identities and comply with regulations, ensuring safer interactions and transactions.

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

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

Tuya is a global developer platform specializing in artificial intelligence and the Internet of Things (IoT). It connects consumers, manufacturers, OEMs, and retail chains, providing a comprehensive solution that includes hardware access, cloud services, and app development. This ecosystem enables businesses to enhance their consumer IoT smart devices and meet increasing consumer demands. As of late 2018, Tuya had served 93,000 customers and connected over 100 million smart products globally, with a product catalog exceeding 30,000 listings across nearly 200 countries. The company operates a distributed IoT cloud platform that processes nearly 50 billion device requests daily and facilitates over 20 million voice AI interactions each day, accumulating a data volume of 15 petabytes. Tuya's offerings include platform-as-a-service and software-as-a-service options, fostering a vibrant IoT ecosystem that encourages collaboration among brands, OEMs, partners, and end users.

Scoutible operates a game-based hiring platform that identifies candidates' unique cognitive and personality traits through mobile games. Its technology matches these attributes with those of proven top performers, enabling employers to find suitable candidates.

ClearMetal, Inc. is a San Francisco-based company that specializes in artificial intelligence software for supply chain operations. Founded in 2014, it provides transport and supply chain visibility solutions through its cloud-based platform. The company leverages proprietary machine learning algorithms to enhance the accuracy and quality of freight data, enabling organizations to obtain real-time insights into shipment status, estimated arrival times, and potential delays. This advanced analytics capability allows shippers to manage exceptions efficiently and improve overall customer experience. ClearMetal's focus on delivering continuous visibility helps supply chain organizations optimize logistics and maintain easy access to reliable information about their shipments.

MapR Technologies specializes in providing a next-generation data platform for AI and Analytics. It helps global enterprises manage complex data challenges across high-scale distributed processing, IoT analytics, and container persistence. The company's platform enables real-time analytics integration into business processes, aiming to increase revenue, reduce costs, and mitigate risks. Major corporations such as Amazon, Cisco, Google, Microsoft, and SAP utilize MapR's solutions within their ecosystems.

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

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

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 develops an automated machine learning platform that enables users across various industries to build predictive models. Its cloud-based solution, DataRobot Cloud, offers a project-based curriculum for gaining insights from data scientists. The company also provides DataRobot MLOps for deploying and managing machine learning models, along with enterprise features like flexible deployment and governance in its DataRobot Enterprise solution.

Drive.ai, established in 2015 by former Stanford University AI Lab colleagues, specializes in developing artificial intelligence software for autonomous vehicles. Headquartered in Mountain View, California, the company focuses on creating hardware components like sensors and control systems, along with communications infrastructure and an in-car interface. Their deep learning-first approach enables their technology to learn new driving scenarios independently, adapting to diverse environments safely. As of June 2019, Drive.ai operates as a subsidiary of Apple Inc.

Instabase, Inc. is a technology company based in San Francisco, California, founded in 2015. It specializes in developing a platform that automates document processing workflows and analyzes unstructured data. The platform integrates various capabilities, including optical character recognition, data classification and extraction, and natural language processing, allowing organizations across sectors such as insurance, finance, and healthcare to streamline operations and improve decision-making. Additionally, Instabase provides a developer kit that enables the creation of customized business applications, helping institutions embed artificial intelligence into their systems and processes. Through its innovative solutions, Instabase aims to address significant business challenges and facilitate transformational outcomes for its clients.

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 governments and businesses analyze and visualize opportunities and risks hidden in large location- and time-based datasets. The platform combines a structured query language–compliant database optimized for graphics processing units with an advanced visual analytics engine and a web-based front end for rendering multi-billion-record data sets. By leveraging the parallel processing power of modern GPU and CPU hardware, it supports high-impact decision-making across sectors such as government, telecommunications, energy, utilities, and higher education.

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