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Isomorphic Labs is a biotechnology company that leverages artificial intelligence to revolutionize drug discovery. It develops advanced platforms to analyze and interpret complex biological data, aiding in the identification of potential drug candidates. The company partners with pharmaceutical firms to enhance the efficiency and precision of drug development by offering services such as data analysis, modeling, and simulation.

Layer Health is a technology company specializing in AI-driven healthcare information solutions. It develops an AI-powered platform designed to help healthcare providers extract valuable insights from patient data, enabling them to make informed decisions, enhance patient care, and improve operational efficiency. The platform focuses on processing unstructured data from clinical, administrative, and research sources, transforming it into actionable insights.

Karya is a data cooperative, providing economically underprivileged Indians with respectable digital jobs and a road out of poverty. Karya provides individuals and communities with equitable economic possibilities by providing high-quality data annotation services to AI/ML clients. At Karya, every individual has the right to take control of their financial destiny and sustainability through fair-paying work.

Quadratic is a real-time, AI-enabled spreadsheet platform that connects to data sources such as SaaS apps, databases, CSV files, and APIs. The platform enables pulling data into a spreadsheet and analyzing it with data science tools including Python, Pandas, SQL, JavaScript, and Excel formulas. It uses AI to surface insights and can generate SQL queries from a connected database, and it allows writing and executing code directly in spreadsheet cells to support interactive visualizations and custom functions. Quadratic is headquartered in Boulder, Colorado.

Oort is a decentralized data cloud platform focused on enhancing privacy and reducing costs by integrating global computing and storage resources. It offers enterprise-grade solutions tailored for generative AI and data-driven businesses, positioning itself as a pioneer in intelligent decentralized data cloud technology. The company holds US patents and has published academic research to support its innovations. With a headquarters in New York, Oort has established partnerships with over 40 organizations, including notable companies like DELL, Tencent Cloud, and Cardano, as well as collaborations with more than 20 prestigious universities in the United States, such as Harvard and MIT. The core team comprises professionals with experience from renowned institutions like Columbia University, Qualcomm, and JP Morgan, ensuring a strong foundation for its web3-native product development and geo-distributed computing capabilities.

Wright Research is a quantitative active investment firm that specializes in data-driven robo-investment management and advisory services. It caters to investors with varying risk profiles by employing purely quantitative investment management strategies. The firm utilizes extensive historical data, which includes fundamental, technical, macroeconomic, and alternative data, along with rigorous statistical testing to eliminate investor biases and backtesting errors. This approach provides clients with comprehensive analysis and tracking tools, enabling both individuals and businesses to engage in quantitative investing and enhance their returns. Wright Research is committed to helping investors achieve their financial objectives while effectively navigating investment risks.

Layer Health is a technology company specializing in AI-driven healthcare information solutions. It develops an AI-powered platform designed to help healthcare providers extract valuable insights from patient data, enabling them to make informed decisions, enhance patient care, and improve operational efficiency. The platform focuses on processing unstructured data from clinical, administrative, and research sources, transforming it into actionable insights.

AIfficient.Tech is a revolutionary platform designed to empower small and medium-sized enterprises (SMEs) through the power of artificial intelligence. With a focus on enhancing productivity, efficiency, and innovation, AIfficient.Tech offers a wide range of AI-driven services tailored to meet the unique needs of businesses across various industries. Our mission is to level the playing field for SMEs by providing them with AI solutions that were previously accessible only to industry giants. We aim to help businesses work smarter, not harder, by automating routine tasks and providing real-time data and predictive analytics for informed decision-making. What sets AIfficient.Tech apart is our extensive library of 1,500 predefined and trained Autonomous AI Agents, classified using ONET codes, that cater to a wide array of functions and industries. These roles act as intelligent virtual employees, known as Cognitive Autonomous Agents, that integrate seamlessly into existing workflows.

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.

CropIn, founded in 2010, is a pioneer in the Agtech sector, offering an innovative platform known as the Intelligent Agriculture Cloud. This platform empowers stakeholders in the agricultural ecosystem to utilize digitization and artificial intelligence to enhance decision-making, increase efficiency, and promote sustainability. CropIn has partnered with over 250 customers and digitized 16 million acres of farmland, positively impacting the livelihoods of more than 7 million farmers. The company has amassed extensive farming data insights, covering 488 crops and 10,000 crop varieties across 56 countries, making it a leader in the global 'Ag-intelligence' movement. Its AI and machine learning solutions are specifically designed for the agricultural industry, enabling comprehensive monitoring and management of farm operations. By integrating information and communication technology with traditional farming practices, CropIn aims to improve both the financial and operational aspects of agriculture, ensuring quality and safety in food production.

Flatfile is a data onboarding platform that enables developers to validate, map, and import customer data from spreadsheets into software applications. It embeds a JavaScript snippet to add an import button in web apps and provides a secure Concierge workspace for collaboration to manage data ingestion. The platform supports CSV, XLS, and TSV uploads, allows users to configure a target model for data validation, and learns over time to improve accuracy. It is API-first and widely adopted by hundreds of companies, including AstraZeneca, Square, and Sage.

BreezoMeter provides real-time, street-level air quality data and health-related context through APIs for consumers and businesses. It aggregates data from governmental sensors, satellites, weather, traffic, and other sources, applying advanced modeling and AI to deliver hourly air quality information with a high spatial resolution (as fine as 5 meters) in 90+ countries. The service supports air pollution, pollen, and active fire data, enabling customers to embed location-aware air quality insights into products and workflows. The company emphasizes an accuracy validation process and has worked with brands such as Siemens, Tata Motors, and ALK to enhance health-related applications. Founded in 2014 and headquartered in Haifa, with a U.S. office, BreezoMeter aims to provide precise, real-time air quality context to improve decision making for individuals and organizations.

Verily is an Alphabet health technology company focused on research, care, and health financing to deliver on the promise of precision health and help people live healthier lives. We are uniquely positioned at the intersection of technology, data science, and healthcare to create tools to accelerate evidence generation, products to enable more personalized care, and approaches to make costs more predictable. For more information about Verily please visit verily.com. The company was founded in 2015 and is based in San Francisco, California, United States.

Meltano is an open-source DataOps platform that integrates various leading open-source tools for managing the data lifecycle. It incorporates the Singer standard for data integration, featuring a library of over 200 connectors, as well as tools like dbt for data transformation, Airflow for orchestration, and plans to include Superset for data visualization. Meltano aims to simplify the processes of configuration, deployment, and monitoring while allowing data teams to adopt practices such as version control and continuous integration/continuous deployment. The platform collaborates with a community of over 1,200 professionals from startups, global enterprises, and consultancies to advance data infrastructure. Thousands of active projects utilizing Meltano are presently in operation across various organizations, demonstrating its practical application and adaptability in the data management landscape.

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.

Agolo is a technology company that builds an artificial intelligence driven platform to create real-time summaries from unstructured information. The platform leverages machine learning and natural language processing to convert messy data into a clean entity-graph based data store, powering enterprise use cases such as GenAI applications, large language models, RAG pipelines, business intelligence dashboards, support-site augmentation, and enterprise search. By providing concise, contextual summaries, the solution helps improve product quality, reduce support costs, and enable faster detection of emerging issues. The company, originally known as Ninoh, is based in New York.

Voltron Data develops tools to enhance the existing data analytics ecosystem. It focuses on improving efficiency by creating modular and composable analytics building blocks.

Voltron Data develops tools to enhance the existing data analytics ecosystem. It focuses on improving efficiency by creating modular and composable analytics building blocks.

Scandit AG is a technology company specializing in barcode scanning software solutions and mobile computer vision. Founded in 2009 and headquartered in Zurich, Switzerland, with additional offices in the United States and Europe, Scandit develops applications that enable high-performance scanning on various smart devices, including smartphones, tablets, and wearables. Its offerings include the Barcode Scanner SDK, which transforms devices into enterprise-grade scanning tools, and the MatrixScan feature that enhances recognition processes for retail and logistics. Scandit's solutions are utilized across multiple industries, such as retail, healthcare, and manufacturing, to support applications like mobile shopping, inventory management, and asset tracking. The company's technology also incorporates augmented reality capabilities, providing real-time information overlays to improve user experience. Scandit aims to enhance operational efficiency and customer satisfaction for organizations, serving a diverse clientele that includes well-known brands.

Pecan offers a low-code predictive analytics and data science platform that enables business intelligence, operations, and revenue teams to forecast outcomes without requiring data scientists. The platform simplifies data preparation, automates feature engineering, and provides prebuilt templates and models, allowing SQL-trained analysts to build accurate predictions in days. By turning data into foresight, Pecan helps improve metrics such as customer lifetime value, retention, conversion, and demand forecasting across industries including fintech, insurance, retail, consumer packaged goods, mobile apps, and consumer services. The solution emphasizes easy data connection, automated model training with proprietary algorithms, and actionable recommendations on where to take action, reducing reliance on specialized data science staff and accelerating decision making.

Verana Health, Inc. is a digital health company based in San Francisco, California, that specializes in transforming healthcare data into actionable insights. Founded in 2008 and formerly known as Digisight Technologies, the company connects healthcare providers with patients through innovative solutions. Its flagship product, SightBook, is a mobile application that enables users to test their vision and share results with their physicians in real-time, facilitating timely appointments and treatments. Verana Health manages data from over 20,000 healthcare providers and 70 electronic health record systems, leveraging its AI-enhanced platform, VeraQ™, to create a robust healthcare data ecosystem. By utilizing advanced analytics on curated datasets, Verana Health supports life sciences partners in improving clinical research and enhancing patient care outcomes.

Yellowbrick Data is a data warehouse company that designs and deploys analytics-focused data warehouse platforms for on-premises, private cloud, and public cloud environments, including cloud disaster recovery. Founded in 2014 and headquartered in Palo Alto, California, it serves enterprises with a scalable system that supports thousands of concurrent users and petabytes of data while running complex workloads with fast, consistent results. The platform offers on-premises, private cloud, and public cloud deployment with simple, uniform management and strong economics, enabling analytics across any schema and ad-hoc SQL queries. Yellowbrick Data emphasizes high availability, performance, and easy deployment in hybrid environments to speed decision-making through unified data analytics. The company maintains additional offices in Salt Lake City, Hong Kong, and London.

CompilerWorks, Inc. is an IT company based in Menlo Park, California, founded in 2015. The company specializes in developing an online platform that analyzes, converts, and optimizes enterprise data processing code. Its offerings include a Lineage solution that enhances data integrity and compliance, ensuring timely delivery and critical path reliability, as well as a Transpiler solution that facilitates cloud migration, vendor transitions, and data warehouse modernization. CompilerWorks' platform enables customers to visualize information flow, track data errors, and conduct impact analyses, thus improving operational efficiency and decision-making in data management.

Snorkel AI, Inc. is a technology company that specializes in developing an end-to-end machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Founded in 2016 and based in Palo Alto, California, the company offers Snorkel Flow, a platform that enables programmatic data labeling, augmentation, and curation. This platform supports the clean integration and management of data for AI, as well as the training and deployment of various models. Snorkel AI's technology is particularly adept at extracting entities, relationships, and structured information from complex documents and forms, while also ranking content based on relevance and other factors. The company serves diverse sectors, including finance, government, telecommunications, insurance, healthcare, and e-commerce, and is recognized for its contributions to AI research through peer-reviewed publications.

Meltano is an open-source DataOps platform that integrates various leading open-source tools for managing the data lifecycle. It incorporates the Singer standard for data integration, featuring a library of over 200 connectors, as well as tools like dbt for data transformation, Airflow for orchestration, and plans to include Superset for data visualization. Meltano aims to simplify the processes of configuration, deployment, and monitoring while allowing data teams to adopt practices such as version control and continuous integration/continuous deployment. The platform collaborates with a community of over 1,200 professionals from startups, global enterprises, and consultancies to advance data infrastructure. Thousands of active projects utilizing Meltano are presently in operation across various organizations, demonstrating its practical application and adaptability in the data management landscape.

AWB BioTech uses data from preclinical and clinical studies to guide a drug’s effect on patients.

Snorkel AI, Inc. is a technology company that specializes in developing an end-to-end machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Founded in 2016 and based in Palo Alto, California, the company offers Snorkel Flow, a platform that enables programmatic data labeling, augmentation, and curation. This platform supports the clean integration and management of data for AI, as well as the training and deployment of various models. Snorkel AI's technology is particularly adept at extracting entities, relationships, and structured information from complex documents and forms, while also ranking content based on relevance and other factors. The company serves diverse sectors, including finance, government, telecommunications, insurance, healthcare, and e-commerce, and is recognized for its contributions to AI research through peer-reviewed publications.

Insitro, Inc. is a data-driven company focused on drug discovery and development, particularly targeting nonalcoholic steatohepatitis (NASH). Founded in 2018 by Daphne Koller and based in South San Francisco, California, Insitro harnesses machine learning and high-throughput biology to revolutionize the process of drug discovery. The company creates extensive functional genomic data sets and integrates them with patient data through innovative machine learning techniques. This approach allows Insitro to build predictive models that enhance target selection, streamline the design of therapeutics, and optimize drug development strategies. By addressing critical challenges in pharmaceutical research and development, Insitro aims to accelerate the delivery of new and effective treatments to patients.

Predictiva is a company that provides an artificial intelligence platform designed to enhance financial trading and investment management using advanced Deep Reinforcement Learning algorithms. It offers solutions that cater to various financial assets, focusing on optimizing decision-making in complex financial markets. By leveraging cutting-edge AI technology, Predictiva aims to deliver predictable profits while minimizing risks, enabling users to engage in a more accurate, data-driven approach to trading. The platform is accessible to users without a background in AI or data science, utilizing autonomous machine learning algorithms to simplify the trading process and enhance financial intelligence for traders and investment managers.

Freyda is a technology company that provides an artificial intelligence based content management platform designed to eliminate manual data entry from documents. Its platform uses machine learning and artificial intelligence to recognize, extract, and normalize data, enabling financial services clients to automate repetitive data entry and retrieval tasks. By converting unstructured documents into structured data, Freyda allows users to extract, retrieve, and analyze information directly from documents with significantly higher efficiency, reportedly increasing productivity up to 75 times. The solution helps reduce obscure data and supports faster, smarter decision making in investing and other data-driven workflows.

Ursa Computing is a developer of data-science tools focused on enhancing productivity and performance in the field of data analytics, machine learning, and artificial intelligence. The company creates enterprise products and services designed to empower data teams by advancing the state of the art in high-performance, cross-language software solutions. Ursa Computing offers open-source developer tools that facilitate essential tasks in the data science lifecycle, including data access, preparation, cleaning, analytics, and feature engineering. By improving the capabilities of open-source software, Ursa Computing aims to support data scientists in their work and streamline the processes involved in data-driven decision-making.

Snorkel AI, Inc. is a technology company that specializes in developing an end-to-end machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Founded in 2016 and based in Palo Alto, California, the company offers Snorkel Flow, a platform that enables programmatic data labeling, augmentation, and curation. This platform supports the clean integration and management of data for AI, as well as the training and deployment of various models. Snorkel AI's technology is particularly adept at extracting entities, relationships, and structured information from complex documents and forms, while also ranking content based on relevance and other factors. The company serves diverse sectors, including finance, government, telecommunications, insurance, healthcare, and e-commerce, and is recognized for its contributions to AI research through peer-reviewed publications.

Snorkel AI, Inc. is a technology company that specializes in developing an end-to-end machine-learning platform designed to facilitate the creation, management, and monitoring of AI applications. Founded in 2016 and based in Palo Alto, California, the company offers Snorkel Flow, a platform that enables programmatic data labeling, augmentation, and curation. This platform supports the clean integration and management of data for AI, as well as the training and deployment of various models. Snorkel AI's technology is particularly adept at extracting entities, relationships, and structured information from complex documents and forms, while also ranking content based on relevance and other factors. The company serves diverse sectors, including finance, government, telecommunications, insurance, healthcare, and e-commerce, and is recognized for its contributions to AI research through peer-reviewed publications.

Scandit AG is a technology company specializing in barcode scanning software solutions and mobile computer vision. Founded in 2009 and headquartered in Zurich, Switzerland, with additional offices in the United States and Europe, Scandit develops applications that enable high-performance scanning on various smart devices, including smartphones, tablets, and wearables. Its offerings include the Barcode Scanner SDK, which transforms devices into enterprise-grade scanning tools, and the MatrixScan feature that enhances recognition processes for retail and logistics. Scandit's solutions are utilized across multiple industries, such as retail, healthcare, and manufacturing, to support applications like mobile shopping, inventory management, and asset tracking. The company's technology also incorporates augmented reality capabilities, providing real-time information overlays to improve user experience. Scandit aims to enhance operational efficiency and customer satisfaction for organizations, serving a diverse clientele that includes well-known brands.

Insitro, Inc. is a data-driven company focused on drug discovery and development, particularly targeting nonalcoholic steatohepatitis (NASH). Founded in 2018 by Daphne Koller and based in South San Francisco, California, Insitro harnesses machine learning and high-throughput biology to revolutionize the process of drug discovery. The company creates extensive functional genomic data sets and integrates them with patient data through innovative machine learning techniques. This approach allows Insitro to build predictive models that enhance target selection, streamline the design of therapeutics, and optimize drug development strategies. By addressing critical challenges in pharmaceutical research and development, Insitro aims to accelerate the delivery of new and effective treatments to patients.

Verana Health, Inc. is a digital health company based in San Francisco, California, that specializes in transforming healthcare data into actionable insights. Founded in 2008 and formerly known as Digisight Technologies, the company connects healthcare providers with patients through innovative solutions. Its flagship product, SightBook, is a mobile application that enables users to test their vision and share results with their physicians in real-time, facilitating timely appointments and treatments. Verana Health manages data from over 20,000 healthcare providers and 70 electronic health record systems, leveraging its AI-enhanced platform, VeraQ™, to create a robust healthcare data ecosystem. By utilizing advanced analytics on curated datasets, Verana Health supports life sciences partners in improving clinical research and enhancing patient care outcomes.

Plaid, Inc. is a Tokyo-based company that develops and operates KARTE, a cloud-based customer experience platform designed to enhance customer interactions on websites and applications. Founded in 2011, the platform analyzes user behavior to facilitate personalized communication with customers. In addition to its primary offering, Plaid engages in the planning and management of specialized media, including EC-focused media called Shopping Tribe and customer experience-oriented media known as XD. The company's services cater to a diverse range of industries, including finance, insurance, human resources, retail, real estate, IT, media, travel, manufacturing, healthcare, and education. By leveraging data analysis, Plaid aims to optimize customer engagement and streamline communication strategies for its clients.

Trifacta is a data engineering cloud platform that enables data wrangling, preparation, quality assurance, and automated data pipelines. It offers AI-assisted, self-service data transformation and collaborative tooling with universal connectivity to access data from any source for any application. The platform helps analysts and data professionals evaluate, correct, and validate data quality, accelerate transformation, and automate pipelines at scale. Used across industries worldwide, thousands of users at more than 10,000 companies leverage Trifacta to prepare data for analytics, visualization, and downstream systems.

Agolo is a technology company that builds an artificial intelligence driven platform to create real-time summaries from unstructured information. The platform leverages machine learning and natural language processing to convert messy data into a clean entity-graph based data store, powering enterprise use cases such as GenAI applications, large language models, RAG pipelines, business intelligence dashboards, support-site augmentation, and enterprise search. By providing concise, contextual summaries, the solution helps improve product quality, reduce support costs, and enable faster detection of emerging issues. The company, originally known as Ninoh, is based in New York.

Elastifile is a technology company focused on transforming data storage and management for enterprises operating in cloud and hybrid cloud environments. It offers an elastically scalable, enterprise-grade distributed file system that incorporates integrated object tiering, forming a cross-cloud data fabric that provides high performance and unified access to global data. By eliminating traditional storage silos, Elastifile facilitates the seamless movement of applications across various cloud infrastructures, enabling businesses to leverage cloud services effectively. This capability supports a range of data-driven workflows, including analytics, DevOps, and high-performance computing, thereby empowering enterprises to optimize their operations and adapt to the demands of the cloud era.

Yellowbrick Data is a data warehouse company that designs and deploys analytics-focused data warehouse platforms for on-premises, private cloud, and public cloud environments, including cloud disaster recovery. Founded in 2014 and headquartered in Palo Alto, California, it serves enterprises with a scalable system that supports thousands of concurrent users and petabytes of data while running complex workloads with fast, consistent results. The platform offers on-premises, private cloud, and public cloud deployment with simple, uniform management and strong economics, enabling analytics across any schema and ad-hoc SQL queries. Yellowbrick Data emphasizes high availability, performance, and easy deployment in hybrid environments to speed decision-making through unified data analytics. The company maintains additional offices in Salt Lake City, Hong Kong, and London.

Heex Technologies is a data management platform designed to support engineering teams in transitioning from traditional Big Data to more efficient Smart Data. The company focuses on automating data pipelines and workflows, allowing organizations to extract relevant data efficiently, either at the edge or in the cloud. This capability not only enhances productivity but also helps businesses optimize costs and resources. As companies increasingly demand precise information, Heex Technologies addresses the challenges posed by the diminishing returns of conventional AI development, ensuring that teams can access and utilize the most pertinent data seamlessly.

Alooma Ltd. is a data platform company founded in 2013, with its headquarters in Tel Aviv, Israel, and an additional office in California. The company specializes in enabling users to build and manage data pipelines quickly and efficiently, integrating various data sources into data warehouses in real-time. Alooma's platform supports numerous popular data sources and is designed for high availability and fault tolerance. It provides visibility and control over data pipelines, allowing users to track metrics such as throughput, latency, and error rates. The platform also offers notifications for any warnings or errors, facilitating proactive management of data workflows. As of March 2019, Alooma operates as a subsidiary of Google LLC.

DevOps Research and Assessment LLC is a digital transformation research firm based in Portland, Oregon, founded in 2015. The company specializes in providing research and analysis solutions for software development and product management, focusing on enhancing organizational performance through evidence-based tools. Its offerings include scorecards that facilitate priority analysis, enabling organizations to make informed decisions regarding resource allocation and capability development. As a recognized authority in the DevOps space, DevOps Research and Assessment conducts in-depth research on business technology transformation, helping companies implement effective strategies to improve their IT practices and overall operational efficiency. The firm operates as a subsidiary of Alphabet Inc. since December 2018.

UjuziKilimo is a data-driven agronomy services company that collects and analyzes farm data to help farmers and agriculture stakeholders make informed decisions and design targeted services. It applies data science and machine learning to generate actionable agronomic insights and leverages business intelligence and predictive analytics through a unified data platform powered by large data sets to support farmers, service providers, and agribusinesses. The company provides soil measurement tools and soil intelligence, combining data analytics, AI-powered climate-smart farming recommendations, and mobile-enabled access via IoT sensors to improve crop productivity and facilitate knowledge sharing.

Founded in 2016, Machinify optimizes enterprise operations using AI technology. Its data-to-cash platform enables real-time data processing and automated decision-making, empowering businesses to unlock hidden profits.

Zlto is a virtual incentives platform that allows organizations to track and increase positive behavior while generating valuable data on emerging markets.

Yellowbrick Data is a data warehouse company that designs and deploys analytics-focused data warehouse platforms for on-premises, private cloud, and public cloud environments, including cloud disaster recovery. Founded in 2014 and headquartered in Palo Alto, California, it serves enterprises with a scalable system that supports thousands of concurrent users and petabytes of data while running complex workloads with fast, consistent results. The platform offers on-premises, private cloud, and public cloud deployment with simple, uniform management and strong economics, enabling analytics across any schema and ad-hoc SQL queries. Yellowbrick Data emphasizes high availability, performance, and easy deployment in hybrid environments to speed decision-making through unified data analytics. The company maintains additional offices in Salt Lake City, Hong Kong, and London.

Verana Health, Inc. is a digital health company based in San Francisco, California, that specializes in transforming healthcare data into actionable insights. Founded in 2008 and formerly known as Digisight Technologies, the company connects healthcare providers with patients through innovative solutions. Its flagship product, SightBook, is a mobile application that enables users to test their vision and share results with their physicians in real-time, facilitating timely appointments and treatments. Verana Health manages data from over 20,000 healthcare providers and 70 electronic health record systems, leveraging its AI-enhanced platform, VeraQ™, to create a robust healthcare data ecosystem. By utilizing advanced analytics on curated datasets, Verana Health supports life sciences partners in improving clinical research and enhancing patient care outcomes.

Scandit AG is a technology company specializing in barcode scanning software solutions and mobile computer vision. Founded in 2009 and headquartered in Zurich, Switzerland, with additional offices in the United States and Europe, Scandit develops applications that enable high-performance scanning on various smart devices, including smartphones, tablets, and wearables. Its offerings include the Barcode Scanner SDK, which transforms devices into enterprise-grade scanning tools, and the MatrixScan feature that enhances recognition processes for retail and logistics. Scandit's solutions are utilized across multiple industries, such as retail, healthcare, and manufacturing, to support applications like mobile shopping, inventory management, and asset tracking. The company's technology also incorporates augmented reality capabilities, providing real-time information overlays to improve user experience. Scandit aims to enhance operational efficiency and customer satisfaction for organizations, serving a diverse clientele that includes well-known brands.

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.

Insitro, Inc. is a data-driven company focused on drug discovery and development, particularly targeting nonalcoholic steatohepatitis (NASH). Founded in 2018 by Daphne Koller and based in South San Francisco, California, Insitro harnesses machine learning and high-throughput biology to revolutionize the process of drug discovery. The company creates extensive functional genomic data sets and integrates them with patient data through innovative machine learning techniques. This approach allows Insitro to build predictive models that enhance target selection, streamline the design of therapeutics, and optimize drug development strategies. By addressing critical challenges in pharmaceutical research and development, Insitro aims to accelerate the delivery of new and effective treatments to patients.

Trifacta is a data engineering cloud platform that enables data wrangling, preparation, quality assurance, and automated data pipelines. It offers AI-assisted, self-service data transformation and collaborative tooling with universal connectivity to access data from any source for any application. The platform helps analysts and data professionals evaluate, correct, and validate data quality, accelerate transformation, and automate pipelines at scale. Used across industries worldwide, thousands of users at more than 10,000 companies leverage Trifacta to prepare data for analytics, visualization, and downstream systems.

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

Kaggle Inc. is a prominent platform for data prediction competitions, catering to a diverse range of industries including pharmaceuticals, financial services, energy, and retail. Founded in 2010 and based in San Francisco, the company allows organizations to post their data for analysis by a global community of data scientists. Through its competitions, Kaggle fosters collaboration and innovation in solving complex data science problems, utilizing advanced machine learning techniques. In addition to hosting competitions, Kaggle offers tools such as Kaggle Prospect, which assists companies and governments in transforming their data sets into actionable insights. As a subsidiary of Google, Kaggle serves both domestic and international clients, delivering cutting-edge business results and addressing real-world challenges across various sectors.

ClearStory Data Inc. is a data analytics company based in Menlo Park, California, with an additional office in Chicago, Illinois. Founded in 2011, it provides business-oriented data analytics solutions that cater to a variety of industries, including consumer packaged goods, healthcare, manufacturing, and financial services. ClearStory Data's platform enables organizations to discover, analyze, and utilize data from various sources, such as relational databases, web applications, and third-party providers. The solution is designed to simplify access to disparate data, automate data harmonization, and facilitate interactive analysis at scale. By offering tools for data preparation, intelligent harmonization, and collaborative insights, ClearStory Data empowers business users to make informed decisions quickly and efficiently. As of April 2019, ClearStory Data operates as a subsidiary of Alteryx, Inc.

Kifi is a company focused on enhancing collaboration and knowledge sharing among individuals and teams online. Its platform enables users to tag, search, and share various types of content, including articles, videos, and emails, seamlessly across social networking sites. By alleviating the cognitive burden associated with managing online information, Kifi empowers users to save and organize valuable content, making it easily accessible when needed. The platform not only surfaces relevant information but also facilitates connections with others related to that content, fostering meaningful interactions and discussions. Kifi's technology leverages machine learning, artificial intelligence, and large-scale data analysis to provide a consumer-centric experience, enhancing users' social and professional understanding in real time. The company boasts a team of skilled software engineers with backgrounds in leading tech firms, dedicated to addressing complex challenges in information retrieval and social networking.

Percolata is a Palo Alto-based startup that provides an innovative hardware and software platform designed to help retailers optimize in-store customer traffic and staffing. By utilizing technologies such as video, audio, and mobile fingerprinting, the company employs artificial intelligence and predictive analytics to forecast foot traffic and sales on an hourly basis. This allows retailers to align their staffing levels with customer demand, enhancing operational efficiency. Percolata's solution can lead to significant improvements in sales performance, with reported increases of up to 30%, while also reducing costs associated with both understaffing and overstaffing.

ClearStory Data Inc. is a data analytics company based in Menlo Park, California, with an additional office in Chicago, Illinois. Founded in 2011, it provides business-oriented data analytics solutions that cater to a variety of industries, including consumer packaged goods, healthcare, manufacturing, and financial services. ClearStory Data's platform enables organizations to discover, analyze, and utilize data from various sources, such as relational databases, web applications, and third-party providers. The solution is designed to simplify access to disparate data, automate data harmonization, and facilitate interactive analysis at scale. By offering tools for data preparation, intelligent harmonization, and collaborative insights, ClearStory Data empowers business users to make informed decisions quickly and efficiently. As of April 2019, ClearStory Data operates as a subsidiary of Alteryx, Inc.

The German Research Center for Artificial Intelligence (DFKI) GmbH was founded in 1988 as a Public-Private Partnership (PPP). It maintains offices in Kaiserslautern, Saarbrücken, Bremen and a project office in Berlin. DFKI is in the field of innovative software technology based on artificial intelligence techniques, the leading economic research center in Germany. In fifteen research areas and research groups, eight competence centers and six Living Labs product features, prototypes and patentable solutions in the field of information and communication technology will be developed starting from application-oriented basic research. Funding is provided through tendering of public funding authorities such as the European Union, the Federal Ministry of Education and Research (BMBF), the Federal Ministry of Economics and Technology (BMWi), the federal states and the German Research Foundation (DFG) as well as by development contracts from industry. The progress of publicly funded projects will be reviewed twice a year by an international expert panel (Scientific Advisory Board). As part of the five-yearly evaluation by the BMBF, DFKI in 2010 was again a very positive rating. In addition to the federal states of Rhineland-Palatinate, Saarland and Bremen numerous well-known German and foreign high-tech companies are represented in the DFKI Supervisory Board. The successful DFKI model of a non-profit public-private partnership is considered both nationally and internationally as a pioneering structure in the field of cutting-edge research. DFKI is involved in numerous committees for science and technology in Germany and enjoys high reputation far beyond Germany in the training of young scientists. Currently 457 highly qualified scientists and 371 student employees from more than 60 nations to 180 research projects. DFKI serves as a career springboard for young scientists in leadership positions in industry or in self-employment through spin-off companies. More than 60 employees were appointed over the years as professors on chairs at universities and colleges in Germany and abroad.

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.

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

Metabiota, Inc. is a San Francisco-based company founded in 2008 that specializes in assessing and investigating infectious disease threats. The company employs pathogen discovery, disease detection, and threat characterization to provide data, analytics, and strategies aimed at reducing and preventing infectious disease outbreaks. Metabiota’s platform allows local authorities and organizations to prepare mitigation strategies and manage complex infectious disease risks effectively. By offering surveillance, recognition, and diagnosis of microbial threats, Metabiota plays a critical role in helping governments and corporations track and respond to global health challenges. Through its strategic global presence and partnerships, the company is dedicated to mitigating the impacts of epidemic threats.

Timeful Inc., founded in 2012 and headquartered in Mountain View, California, is a technology company focused on revolutionizing time management. The company's intelligent time-management platform helps users manage their schedules by tracking commitments, categorizing tasks, and promoting healthy habits. Timeful leverages machine learning to offer personalized scheduling recommendations based on user behavior, availability, and preferences. The application is designed to assist individuals in maximizing their time for meaningful activities. As of May 4, 2015, Timeful operates as a subsidiary of Alphabet Inc.

Rocana is a company specializing in IT Operations Analytics, focusing on intelligent analysis of event-oriented machine data to enhance the speed of issue resolution through guided root cause analysis. Founded by experienced professionals from Cloudera, Vertica, and Experian, Rocana aims to tackle the challenges associated with shared services infrastructure by utilizing modern technology and the Apache Hadoop ecosystem for superior scalability and openness. Its root cause analysis software captures and analyzes data from diverse sources, ensuring long-term availability and facilitating the identification of emerging IT problems. This capability empowers technology leaders to enhance performance, drive innovation, and act as catalysts for digital transformation within their organizations.

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.

Percolata is a Palo Alto-based startup that provides an innovative hardware and software platform designed to help retailers optimize in-store customer traffic and staffing. By utilizing technologies such as video, audio, and mobile fingerprinting, the company employs artificial intelligence and predictive analytics to forecast foot traffic and sales on an hourly basis. This allows retailers to align their staffing levels with customer demand, enhancing operational efficiency. Percolata's solution can lead to significant improvements in sales performance, with reported increases of up to 30%, while also reducing costs associated with both understaffing and overstaffing.

Datanyze, Inc. is a technology company based in San Mateo, California, that specializes in providing insights into web technologies through its Web crawling tool. Its primary product, Datanyze, enables sales and marketing teams to identify which technologies are utilized by various websites, thereby enhancing their efficiency in lead generation and customer retention. The company collects data from high-ranking websites daily, offering valuable information that supports various industries, including advertising, e-commerce, and customer relationship management. By delivering accurate and up-to-date technographic insights, Datanyze assists over 600 global clients in converting potential leads into customers. Founded in 2014, Datanyze has gained recognition for its innovative approach, being acknowledged as a Gartner Cool Vendor and a G2Crowd High Performer. As of September 2018, Datanyze operates as a subsidiary of Zoom Information, Inc.

Rocana is a company specializing in IT Operations Analytics, focusing on intelligent analysis of event-oriented machine data to enhance the speed of issue resolution through guided root cause analysis. Founded by experienced professionals from Cloudera, Vertica, and Experian, Rocana aims to tackle the challenges associated with shared services infrastructure by utilizing modern technology and the Apache Hadoop ecosystem for superior scalability and openness. Its root cause analysis software captures and analyzes data from diverse sources, ensuring long-term availability and facilitating the identification of emerging IT problems. This capability empowers technology leaders to enhance performance, drive innovation, and act as catalysts for digital transformation within their organizations.

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.

ClearStory Data Inc. is a data analytics company based in Menlo Park, California, with an additional office in Chicago, Illinois. Founded in 2011, it provides business-oriented data analytics solutions that cater to a variety of industries, including consumer packaged goods, healthcare, manufacturing, and financial services. ClearStory Data's platform enables organizations to discover, analyze, and utilize data from various sources, such as relational databases, web applications, and third-party providers. The solution is designed to simplify access to disparate data, automate data harmonization, and facilitate interactive analysis at scale. By offering tools for data preparation, intelligent harmonization, and collaborative insights, ClearStory Data empowers business users to make informed decisions quickly and efficiently. As of April 2019, ClearStory Data operates as a subsidiary of Alteryx, Inc.

Metabiota, Inc. is a San Francisco-based company founded in 2008 that specializes in assessing and investigating infectious disease threats. The company employs pathogen discovery, disease detection, and threat characterization to provide data, analytics, and strategies aimed at reducing and preventing infectious disease outbreaks. Metabiota’s platform allows local authorities and organizations to prepare mitigation strategies and manage complex infectious disease risks effectively. By offering surveillance, recognition, and diagnosis of microbial threats, Metabiota plays a critical role in helping governments and corporations track and respond to global health challenges. Through its strategic global presence and partnerships, the company is dedicated to mitigating the impacts of epidemic threats.

Premise Data Corporation, established in 2012 and headquartered in San Francisco, specializes in developing a data and analytics platform. This platform, Premise Ground Truth, offers end-to-end data collection, quality assurance, and analysis. It provides insights into price changes, location discovery, retail audits, asset condition monitoring, movement patterns, logistics, risk indicators, and sentiment surveys. Additionally, it facilitates geospatial mapping and infrastructure impact measurement. Premise serves international organizations for investment and policy decisions.

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

DataFox is a company intelligence platform based in San Francisco, specializing in providing comprehensive insights into private companies for sales, marketing, and investment teams. The platform combines artificial intelligence and data science to create proprietary datasets, offering features such as Company Data, Growth Signals, and Account Scoring. DataFox employs a team of over 100 analysts who verify AI-generated insights on millions of businesses, ensuring the accuracy and reliability of the information. The platform is designed to help users prioritize target companies and identify new opportunities, making it a valuable resource for both high-growth startups and Fortune 500 companies. Notable clients include UPS, Accel Partners, Bain & Company, Twilio, Zendesk, and Outreach.

Industrial Pereception is home to some of the world’s foremost authorities and pioneers in machine vision and artificial intelligence.

DataFox is a company intelligence platform based in San Francisco, specializing in providing comprehensive insights into private companies for sales, marketing, and investment teams. The platform combines artificial intelligence and data science to create proprietary datasets, offering features such as Company Data, Growth Signals, and Account Scoring. DataFox employs a team of over 100 analysts who verify AI-generated insights on millions of businesses, ensuring the accuracy and reliability of the information. The platform is designed to help users prioritize target companies and identify new opportunities, making it a valuable resource for both high-growth startups and Fortune 500 companies. Notable clients include UPS, Accel Partners, Bain & Company, Twilio, Zendesk, and Outreach.

Percolata is a Palo Alto-based startup that provides an innovative hardware and software platform designed to help retailers optimize in-store customer traffic and staffing. By utilizing technologies such as video, audio, and mobile fingerprinting, the company employs artificial intelligence and predictive analytics to forecast foot traffic and sales on an hourly basis. This allows retailers to align their staffing levels with customer demand, enhancing operational efficiency. Percolata's solution can lead to significant improvements in sales performance, with reported increases of up to 30%, while also reducing costs associated with both understaffing and overstaffing.

Premise Data Corporation, established in 2012 and headquartered in San Francisco, specializes in developing a data and analytics platform. This platform, Premise Ground Truth, offers end-to-end data collection, quality assurance, and analysis. It provides insights into price changes, location discovery, retail audits, asset condition monitoring, movement patterns, logistics, risk indicators, and sentiment surveys. Additionally, it facilitates geospatial mapping and infrastructure impact measurement. Premise serves international organizations for investment and policy decisions.

Weotta is a technology company that specializes in transforming unstructured data related to places and events into meaningful and contextually relevant information. By employing advanced machine learning and search technology, Weotta enables users to discover local eateries, bars, movies, and events through specific filters such as location and time. The company gained recognition as a finalist at TechCrunch Disrupt New York 2011, where they demonstrated their innovative WeottaMakePlans itinerary generator. Recently, Weotta launched a mobile application called WeottaGo, designed to help users quickly and effortlessly explore activities and experiences in their vicinity. With a focus on enhancing user experience, Weotta aims to connect individuals with the best offerings in their surroundings.

Behavio is a technology company that originated from MIT Media Labs, specializing in the development of software and services that enable mobile devices to sense, understand, and respond to human behavior and contextual information. By providing tools that allow developers to create smart, context-aware applications, Behavio facilitates advanced interactions between users and their devices. The company is also known for its open-source sensing platform for Android devices, which is recognized as a leading resource in the field. This platform has garnered multiple accolades, including awards from the John S. and James L. Knight Foundation and the SXSW Accelerator competition, underscoring its significance in advancing mobile sensing technologies.

ClearStory Data Inc. is a data analytics company based in Menlo Park, California, with an additional office in Chicago, Illinois. Founded in 2011, it provides business-oriented data analytics solutions that cater to a variety of industries, including consumer packaged goods, healthcare, manufacturing, and financial services. ClearStory Data's platform enables organizations to discover, analyze, and utilize data from various sources, such as relational databases, web applications, and third-party providers. The solution is designed to simplify access to disparate data, automate data harmonization, and facilitate interactive analysis at scale. By offering tools for data preparation, intelligent harmonization, and collaborative insights, ClearStory Data empowers business users to make informed decisions quickly and efficiently. As of April 2019, ClearStory Data operates as a subsidiary of Alteryx, Inc.

TrueLens is a marketing technology company that specializes in analyzing social media data to assist brands in targeting their customers more effectively. By compiling and examining socialgraphic data from various social networks, TrueLens provides valuable insights into customer behavior for leading brands such as Adidas and Neiman Marcus. This data-driven approach enables marketers to enhance their campaigns and drive better results by understanding their customers and prospects more deeply.

ClearStory Data Inc. is a data analytics company based in Menlo Park, California, with an additional office in Chicago, Illinois. Founded in 2011, it provides business-oriented data analytics solutions that cater to a variety of industries, including consumer packaged goods, healthcare, manufacturing, and financial services. ClearStory Data's platform enables organizations to discover, analyze, and utilize data from various sources, such as relational databases, web applications, and third-party providers. The solution is designed to simplify access to disparate data, automate data harmonization, and facilitate interactive analysis at scale. By offering tools for data preparation, intelligent harmonization, and collaborative insights, ClearStory Data empowers business users to make informed decisions quickly and efficiently. As of April 2019, ClearStory Data operates as a subsidiary of Alteryx, Inc.

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

tenXer is a company focused on enhancing personal productivity through a data-driven platform designed for individual employees. Founded by Jeff Ma, who is also known for his involvement in the story behind the film 21, tenXer aims to address the needs of everyday workers rather than upper management. The platform collects data from various tools and services that users already engage with, presenting this information in an engaging format. By combining productivity analytics with social and game-like motivational systems, tenXer helps users gain insights into their work habits, thereby fostering intrinsic motivation and improving overall performance. This innovative approach positions tenXer as a significant player in the human capital management industry, emphasizing the importance of individual contributions to organizational productivity.

JustSpotted is a celebrity-tracking tool that aggregates and organizes real-time information about celebrities from various social media platforms, including Twitter, Facebook, and Foursquare. Originally known as Scoopler, the service has evolved to focus specifically on celebrity sightings, providing fans with a way to see what their favorite stars are doing at any given moment. JustSpotted collects data from users who report spontaneous encounters with celebrities, thereby enhancing the platform's offerings with real-life sightings. By mapping these occurrences, JustSpotted enables users to easily access and enjoy a curated collection of celebrity activities, transforming the way fans engage with celebrity culture in the age of social media. The service was launched in October 2010 and was developed by AJ Asver, Dilan Jarawardane, and Benjamin Tauber.

PostRank Inc. is a technology company based in Waterloo, Ontario, Canada, that specializes in monitoring and collecting real-time social engagement data related to online content. Founded in 2007, PostRank tracks various forms of interaction, such as comments, bookmarks, and tweets, across multiple social media platforms. This data enables publishers and businesses to analyze their influence and reach among audiences. PostRank offers several tools, including PostRank Analytics, which allows users to measure audience engagement, benchmark performance, and conduct competitive analysis. Additionally, PostRank Connect facilitates connections between agencies, brands, and bloggers to foster relationships and run campaigns. The company also provides data services, including APIs and reporting tools, to help businesses understand their performance and make informed decisions in the realm of social media.

Zynamics is a developer of reverse engineering tools based in Bochum, Germany, specializing in security and malware analysis software. The company's solutions are designed to enhance both offensive and defensive security measures. Zynamics creates tools such as BinDiff, which aids in understanding security updates and identifying free and open-source software (FOSS) code within binaries. BinNavi is utilized to uncover flaws in closed-source software and develop inputs to exploit these vulnerabilities. Additionally, VxClass automatically clusters malicious software and generates signatures for identification purposes. BinCrowd facilitates information sharing among geographically dispersed reverse engineers, while PDFDissector is focused on analyzing malicious documents. Through its innovative products, Zynamics addresses critical security vulnerabilities and supports the broader cybersecurity community.