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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.

Clear Labs is a biotechnology company specializing in next-generation sequencing and data analytics for infectious disease surveillance and food safety testing. Its platforms, Clear Dx™ and Clear Safety™, enable rapid identification of pathogens, supporting public health initiatives and enhancing safety across various sectors.

PGxAI is an AI-powered pharmacogenetics platform enabling precision medicine by applying proprietary algorithms to real-world data to inform drug choice, dosing personalization, and drug-drug interaction identification. It partners with InterSystems, a major patient-data provider, and uses tools such as VectorSearch and GenAI to access extensive real-world data. The platform supports clinical decision-making, aims to improve patient outcomes, accelerate drug development, and reduce costs through targeted patient stratification and real-time analytics. It delivers rapid, actionable reports via seamless LIMS integration, enabling healthcare organizations to implement personalized medicine at scale.

Climate X is a global climate physical risk data analytics company that specializes in climate risk management services. The firm provides tools to project and predict the impacts of climate change and extreme weather events by integrating climate models with current real-world data. Through its physical modeling capabilities, Climate X enables businesses and governments to anticipate regulatory requirements and adapt to evolving climate-related challenges. Its clientele includes prominent financial institutions in sectors such as banking, real estate, and insurance, highlighting its relevance in a rapidly changing climate landscape.

Alethea is a technology company helping the Fortune 500, private companies and nonprofits protect themselves from harms stemming from disinformation. Leveraging its multi-channel machine learning platform, Artemis, Alethea detects disinformation narratives across the internet, enabling customers to proactively defend against this pervasive threat. With Artemis-powered early detection, Alethea customers can protect their reputations, key assets, physical safety and market value. The company was founded in 2019 and is woman owned.

Precursor to intelligent Hominid aka Silico Sapiens; Working on technologies of Web 4.0 or the fourth generation of web. Web 4.0 is symbiotic web, where Human and machines work in symbiosis. The idea being the symbiotic web is that once the metadata is organized humans and machines can interact in symbiosis with each other. Join the Web 4.0 community on w4a.io that is home to hundreds of thousands of developers, technologists, designers, users and enthusiasts.

Moonwalk Biosciences is a genomic medicine startup focused on developing precision epigenetic therapeutics. The company specializes in creating a profiling and engineering technology platform that leverages advanced artificial intelligence predictions to offer a comprehensive view of the epigenome in both health and disease states. This innovative approach aims to revolutionize therapy discovery and development, enabling healthcare providers to reprogram cells back to their healthy state.

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.

Endimension Technology specializes in artificial intelligence solutions for medical image analysis. The company focuses on developing platforms that automatically identify abnormalities and diseases in medical scans, thus enhancing the accuracy of diagnoses and reducing the risk of misdiagnosis. By employing advanced AI algorithms and predictive analytics, Endimension aims to improve early-stage disease detection, ultimately streamlining workflows within healthcare organizations and increasing the efficiency of radiologists. The company's innovations contribute to better patient outcomes by facilitating timely and accurate medical assessments.

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.

Signos is a health technology company focused on addressing the obesity epidemic by promoting healthy habits and stabilizing glucose levels through innovative solutions. The company offers a weight loss application that leverages continuous glucose monitoring in conjunction with an AI-enhanced platform. This combination provides users with real-time data and personalized recommendations for meals and exercises tailored to their unique metabolic responses. By enabling individuals to better understand their body's reactions to food, Signos aims to facilitate effective weight loss and foster sustainable health improvements. With a significant portion of the American population facing weight-related challenges, Signos presents a modern approach to support users on their journey towards healthier living.

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.

Causal Foundry is a personalization to solve the greatest challenges in healthcare and medicine.

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.

Paradigm is rebuilding the clinical research ecosystem by developing a platform that allows all patients equitable access to trials while improving trial efficiency and lowering barriers to participation for healthcare providers. It is an innovative company that is dedicated to transforming the clinical research ecosystem. Their mission is to create a more accessible and equitable healthcare system by developing a platform that enables patients from diverse backgrounds to participate in clinical trials. Clinical trials are essential for testing and developing new drugs, therapies, and medical devices, but historically, they have been plagued by inefficiencies, barriers to access, and inequities in patient representation. Paradigm aims to solve these challenges by creating a platform that uses technology and data-driven insights to streamline the clinical trial process, making it more efficient, cost-effective, and inclusive. The Paradigm platform is designed to facilitate seamless communication and collaboration among all stakeholders involved in clinical research, including patients, healthcare providers, pharmaceutical companies, and regulatory agencies. By leveraging technology such as AI, machine learning, and predictive analytics, Paradigm can identify and match eligible patients to clinical trials, streamline the recruitment and enrollment process, and provide real-time data insights to all stakeholders. Overall, Paradigm's innovative approach to clinical research has the potential to revolutionize the healthcare industry by improving patient outcomes, reducing healthcare costs, and accelerating the development of new treatments and therapies.

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.

Upollo enhances subscription business growth by predicting customer behavior such as churn, conversion, and expansion. It analyzes vast amounts of data to provide actionable insights for customer success, sales, and marketing teams.

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.

Mirvie is a biotechnology company specializing in precise, non-invasive diagnostic tests for maternal-fetal health. Founded in 2018, the company aims to enhance pregnancy safety by providing actionable insights to families and enabling early intervention for potential complications.

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.

Waltz Health is a company focused on innovating the pharmaceutical supply chain by developing technology-driven solutions for pricing, distribution, and prescription of medications. It collaborates with various partners, including consumers, payers, and pharmacies, to create smarter ways to manage prescription care. The company utilizes AI-driven marketplaces to reduce costs and offers consumer tools that enhance decision-making regarding healthcare. These tools provide users with better pricing, comprehensive information, and resources aimed at lowering expenses, empowering consumers, and enabling payers to effectively manage their pharmacy benefits. Through these efforts, Waltz Health strives to improve the overall experience and affordability of prescription medications.

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.

Founded in London in 2015, InstaDeep develops AI-based decision-making systems for enterprises. Its platform offers advanced pattern recognition, GPU-accelerated insights, self-learning systems, machine learning, and predictive analytics to optimize decisions across manufacturing, logistics, mobility, and energy sectors.

Signos is a health technology company focused on addressing the obesity epidemic by promoting healthy habits and stabilizing glucose levels through innovative solutions. The company offers a weight loss application that leverages continuous glucose monitoring in conjunction with an AI-enhanced platform. This combination provides users with real-time data and personalized recommendations for meals and exercises tailored to their unique metabolic responses. By enabling individuals to better understand their body's reactions to food, Signos aims to facilitate effective weight loss and foster sustainable health improvements. With a significant portion of the American population facing weight-related challenges, Signos presents a modern approach to support users on their journey towards healthier living.

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.

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.

Clear Labs is a biotechnology company specializing in next-generation sequencing and data analytics for infectious disease surveillance and food safety testing. Its platforms, Clear Dx™ and Clear Safety™, enable rapid identification of pathogens, supporting public health initiatives and enhancing safety across various sectors.

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

Saildrone designs and manufactures wind- and solar-powered autonomous surface vehicles, called Saildrones, to collect ocean data at scale. Founded in 2012 and based in Alameda, California, the company provides high-resolution ocean datasets for climate research, weather forecasting, oceanography, mapping, fish stock analysis, and environmental monitoring. Its vehicles carry sensors and proprietary AI to deliver long-duration, real-time data above and below the sea surface, enabling governments, researchers, and commercial clients to monitor maritime conditions, support border protection and critical infrastructure security, and prevent ecological disasters. Saildrone operates globally, contributing data used to improve planetary models and decision-making across maritime domains.

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.

Olive AI, Inc. specializes in developing artificial intelligence and robotic process automation solutions tailored for healthcare organizations. Founded in 2012 and based in Columbus, Ohio, the company offers an AI-as-a-Service platform that automates a variety of administrative workflows, including claim status checks, account updates, and prior authorizations. By streamlining these repetitive and high-volume tasks, Olive allows healthcare professionals to focus on more creative and empathetic aspects of patient care. The software acts as an intermediary between different systems and data, helping to reduce administrative errors and improve cash collections, ultimately enhancing overall efficiency and patient outcomes in the healthcare sector. Olive AI, Inc. was previously known as CrossChx, Inc. before rebranding in July 2018.

Arkangel AI empowers healthcare organizations with a user-friendly platform that enables non-technical staff to build, deploy, and manage machine learning algorithms at scale. This enhances disease detection efficiency, accuracy, and affordability.

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.

PatientPing, Inc. is a health technology company that has developed a national care coordination network aimed at enhancing communication among healthcare providers. Founded in 2013 and headquartered in Boston, Massachusetts, the company offers real-time notifications and care guidelines to various healthcare professionals, including physicians, nurses, case managers, and care coordinators. This network spans hospitals, emergency departments, accountable care organizations, physician practices, skilled nursing facilities, home health agencies, and payers. PatientPing's platform includes a tool called Spotlights, which leverages real-time data to analyze utilization and performance trends in patient care. By improving information sharing among care teams, PatientPing facilitates higher quality, cost-effective care, ultimately aiming to enhance patient outcomes and experiences. The company also maintains a strategic partnership with MedAllies, Inc. and operates as a subsidiary of SVB Leerink Holdings LLC.

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.

Clear Labs is a biotechnology company specializing in next-generation sequencing and data analytics for infectious disease surveillance and food safety testing. Its platforms, Clear Dx™ and Clear Safety™, enable rapid identification of pathogens, supporting public health initiatives and enhancing safety across various sectors.

Founded in 2016, Owkin is a French-American startup that uses artificial intelligence to enhance medical research. It develops machine learning tools to understand complex biology, identify new treatments, de-risk clinical trials, and develop diagnostics. Owkin's focus is improving drug discovery processes and patient 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.

Founded in 2016, Owkin is a French-American startup that uses artificial intelligence to enhance medical research. It develops machine learning tools to understand complex biology, identify new treatments, de-risk clinical trials, and develop diagnostics. Owkin's focus is improving drug discovery processes and patient outcomes.

Pindrop specializes in voice-driven security and intelligence solutions for enterprises. It leverages unique audio analysis technology to authenticate calls, detect fraud, and enhance customer experiences across various industries.

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.

Vetsark is a company that specializes in enhancing productivity and profitability for agribusinesses by facilitating their digital transformation. It develops practice management software designed to streamline business operations and assign tasks effectively. The platform provides real-time business analytics and predictive insights, allowing veterinarians to assess productivity and make informed decisions. Additionally, Vetsark utilizes disease report data to predict, prevent, and manage outbreaks, benefiting livestock farmers, veterinarians, and public health efforts. Through its innovative solutions, Vetsark aims to empower agribusinesses to optimize their operations and increase their income.

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.

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.

Founded in 2016, Owkin is a French-American startup that uses artificial intelligence to enhance medical research. It develops machine learning tools to understand complex biology, identify new treatments, de-risk clinical trials, and develop diagnostics. Owkin's focus is improving drug discovery processes and patient outcomes.

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.

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.

Clear Labs is a biotechnology company specializing in next-generation sequencing and data analytics for infectious disease surveillance and food safety testing. Its platforms, Clear Dx™ and Clear Safety™, enable rapid identification of pathogens, supporting public health initiatives and enhancing safety across various sectors.

Pindrop specializes in voice-driven security and intelligence solutions for enterprises. It leverages unique audio analysis technology to authenticate calls, detect fraud, and enhance customer experiences across various industries.

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.

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.

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.

Oration is a healthcare technology company that focuses on simplifying the prescription purchasing process through its innovative management platform. The platform employs predictive analytics to enhance the user experience by factoring in cost and personal preferences, ultimately helping consumers save money that might otherwise be lost in the healthcare system. Over the past year, Oration has analyzed over one billion dollars in healthcare transactions, collaborating with major industry players to address complex challenges within the healthcare landscape. The company aims to create meaningful solutions that directly impact individuals in need, fostering an environment where innovation thrives without unnecessary bureaucracy.

PatientPing, Inc. is a health technology company that has developed a national care coordination network aimed at enhancing communication among healthcare providers. Founded in 2013 and headquartered in Boston, Massachusetts, the company offers real-time notifications and care guidelines to various healthcare professionals, including physicians, nurses, case managers, and care coordinators. This network spans hospitals, emergency departments, accountable care organizations, physician practices, skilled nursing facilities, home health agencies, and payers. PatientPing's platform includes a tool called Spotlights, which leverages real-time data to analyze utilization and performance trends in patient care. By improving information sharing among care teams, PatientPing facilitates higher quality, cost-effective care, ultimately aiming to enhance patient outcomes and experiences. The company also maintains a strategic partnership with MedAllies, Inc. and operates as a subsidiary of SVB Leerink Holdings LLC.

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.

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.

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.

Adelphic, Inc. is a company that specializes in developing a mobile and cross-channel programmatic advertising platform aimed at connecting brands with audiences. Founded in 2011 and based in Waltham, Massachusetts, Adelphic offers a self-service software solution that allows non-technical users to manage advertising campaigns effectively. Its platform is designed to facilitate meaningful engagements with consumers across various devices and formats, utilizing real-time bidding capabilities to ensure global reach. Key features of the platform include a campaign management portal, Audience Cube for data segmentation and insights, and predictive performance engine solutions. Adelphic primarily serves agencies, brands, and large media buyers, enabling them to overcome user identification limitations in digital advertising by providing rich, detailed profiles of consumers. As of early 2017, Adelphic operates as a subsidiary of Viant Technology Inc.

Framed Data is a technology company specializing in transforming business data into actionable insights. It harnesses machine learning to develop an analytic marketing platform that identifies high-value users, predicts user behavior, and monitors user retention. By training, optimizing, and storing production models in the cloud, Framed Data offers predictions through an API, thereby reducing the need for extensive infrastructure. Additionally, the company provides user-friendly dashboards and scenario analysis tools that help businesses understand the key factors influencing important metrics. Through its innovative approach, Framed Data empowers organizations to make informed decisions based on comprehensive data analysis.

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.

Tala is a global fintech company focused on providing accessible financial services to underserved populations in emerging markets. Its mobile app offers instant credit, payments, savings, and transfers, bridging the gap between digital and cash ecosystems. Tala uses advanced data science and machine learning to assess creditworthiness in real-time, enabling customers without formal credit histories to access personalized credit lines.

Stackdriver is a provider of a management platform designed for cloud-powered applications, focusing on monitoring and improving the performance of systems and infrastructure. Founded in 2012 and acquired by Google in 2014, Stackdriver offers an intuitive software-as-a-service (SaaS) solution that enables DevOps teams to spend more time on development rather than operations. Its Intelligent Monitoring features include Rapid Stack Discovery, which quickly maps relationships between system resources, and Stack Scanner, an analytics engine that detects performance issues and predicts capacity constraints. Additionally, Elastic Monitoring allows for the oversight of dynamic resources without the need for manual adjustments, while AWS Insights correlates AWS events with performance data to identify optimization opportunities. Stackdriver's services are utilized by numerous innovative companies, making it a standard choice for system and infrastructure monitoring.

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.

CircleUp is a San Francisco-based company established in 2012, operating an online platform that connects early-stage consumer and retail brands with accredited investors. The platform facilitates capital raising and provides resources to these companies, enabling them to grow and scale. CircleUp's proprietary machine learning platform, Helio, evaluates and predicts the potential success of over 1.3 million consumer businesses, aiding in the discovery and selection of promising investment opportunities.

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.

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.

CircleUp is a San Francisco-based company established in 2012, operating an online platform that connects early-stage consumer and retail brands with accredited investors. The platform facilitates capital raising and provides resources to these companies, enabling them to grow and scale. CircleUp's proprietary machine learning platform, Helio, evaluates and predicts the potential success of over 1.3 million consumer businesses, aiding in the discovery and selection of promising investment opportunities.

Optimizely operates a website optimization platform that enables organizations worldwide to conduct A/B testing, multivariate testing, and personalization. Its platform facilitates data-driven decisions through experiments, available in multiple languages. Serving diverse industries like agencies, e-commerce, enterprises, and small businesses, Optimizely was founded in 2009 and is headquartered in San Francisco with offices globally.

Osito (formerly Sherpa) is a predictive intelligence iOS app and platform that gets you the information you need so you can stay one step ahead every day. By combining the power of location data with updates from your calendar, email and daily routine, Osito manages the details of everything from work travel to your weekly meetings and commute. Unlike other applications, services or even personal assistants out there, Osito is proactive, not reactive – and location, not calendar based. It learns what you need to know based on the information you provide, including your location as well as your day-to-day routine – making every day just a little easier. Osito was part of **[AngelPad](http://angelpad.org) #4** in 2012.

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.

Adelphic, Inc. is a company that specializes in developing a mobile and cross-channel programmatic advertising platform aimed at connecting brands with audiences. Founded in 2011 and based in Waltham, Massachusetts, Adelphic offers a self-service software solution that allows non-technical users to manage advertising campaigns effectively. Its platform is designed to facilitate meaningful engagements with consumers across various devices and formats, utilizing real-time bidding capabilities to ensure global reach. Key features of the platform include a campaign management portal, Audience Cube for data segmentation and insights, and predictive performance engine solutions. Adelphic primarily serves agencies, brands, and large media buyers, enabling them to overcome user identification limitations in digital advertising by providing rich, detailed profiles of consumers. As of early 2017, Adelphic operates as a subsidiary of Viant Technology Inc.

Predilytics, Inc. is a healthcare information technology company that specializes in providing analytic solutions for health plans, providers, and other risk-bearing entities. Founded in 2011 and headquartered in Burlington, Massachusetts, Predilytics harnesses machine-learning tools to analyze both structured and unstructured data, integrating external data sources to generate actionable insights. The company offers a range of solutions aimed at improving healthcare outcomes, including Consumer Acquisition and Retention solutions, which help organizations understand consumer behavior for better product design; Care Directions solutions, targeting high-risk members for effective care management; Risk Adjustment solutions, enhancing reimbursement accuracy and quality of care; and Quality Insight solutions, which identify performance gaps to drive improvements. By focusing on predictive analytics, Predilytics enables healthcare organizations to optimize care delivery, control costs, and improve population health.

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.

Optimizely operates a website optimization platform that enables organizations worldwide to conduct A/B testing, multivariate testing, and personalization. Its platform facilitates data-driven decisions through experiments, available in multiple languages. Serving diverse industries like agencies, e-commerce, enterprises, and small businesses, Optimizely was founded in 2009 and is headquartered in San Francisco with offices globally.

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.

Pittsburgh Pattern Recognition (PittPatt) develops reliable face recognition software for images and video.