General Catalyst

Octolane AI is an artificial intelligence platform focused on enhancing customer relationship management (CRM) software through advanced data processing capabilities. The company's technology is designed to analyze and manage large datasets across various sectors, including healthcare and sales. By leveraging AI, Octolane AI enables businesses to efficiently gather information from public sources, perform multi-layered cross-checking, and conduct thorough data cleaning and analysis on billions of data rows. This approach allows organizations to make informed decisions based on real-time insights, ultimately improving their sales processes and customer interactions.

Nirvana Insurance is an AI-driven commercial trucking insurer that utilizes telematics data to enhance safety and reduce fleet costs. The company leverages artificial intelligence and telematics data to offer personalized insurance solutions that reward safe driving practices. Nirvana provides tailored policies for both fleet and non-fleet operators, including options such as auto liability, auto physical damage, general liability, and motor truck cargo coverage. By analyzing telematics data, Nirvana offers upfront discounts of up to 20% for safe driving behaviors. Their Safety Intelligence Platform delivers AI-powered insights to help fleets enhance safety and efficiency. Utilizing real-time data, Nirvana streamlines the claims process, enabling faster resolutions and reducing downtime for drivers.

Lila Sciences is a technology company specializing in AI-driven platforms for scientific research. It focuses on life, chemical, and materials sciences, developing tools and autonomous labs to streamline research and facilitate discoveries. The company's platform uses generative AI to process vast amounts of data, design experiments, generate hypotheses, and test them in real-world environments, thereby accelerating scientific breakthroughs and enabling rapid innovation.

Anagram offers AI-driven phishing simulations and interactive, personalized training that engages and educates staff members, going beyond conventional techniques like antiquated movies and quizzes to give a human-driven security platform that produces tangible results.

Andesite AI specializes in enhancing the effectiveness of cyber defense teams through its advanced AI security analytics platform. This platform is designed for both private and public-sector cyber analysts, enabling them to defend against sophisticated threats. By analyzing decentralized data sets at scale, Andesite AI's technology allows users to quickly identify threats and vulnerabilities, prioritize their responses, and allocate resources efficiently. This approach not only improves the overall security posture of organizations but also helps reduce costs associated with cyber defense.

Intryc is a technology company that specializes in AI-driven customer support evaluation for consumer enterprises. It addresses the challenge of manually assessing a tiny fraction of the millions of customer support tickets generated annually, which is time-consuming, expensive, and unscalable. Intryc's AI solution can analyze 100% of customer interactions in real-time, at half the cost, providing a more comprehensive and efficient performance and compliance evaluation.

Hippocratic AI focuses on developing safety-oriented large language models specifically designed for non-diagnostic, patient-facing applications in healthcare. Unlike conventional models that are often trained on diverse internet data, which may include unreliable information, Hippocratic AI emphasizes the acquisition of evidence-based healthcare content through lawful channels. The company aims to enhance healthcare accessibility and outcomes by creating a platform that facilitates safe artificial health general intelligence. This innovation seeks to empower patients to manage their health more effectively from home, thereby improving overall health outcomes with minimal inconvenience.

Tractian specializes in providing asset management and monitoring solutions designed to enhance the efficiency and reliability of industrial operations. The company offers tools for data collection and analysis that enable businesses to track the performance and condition of their assets effectively. Tractian's system integrates with various sensors and devices, facilitating predictive maintenance by offering real-time monitoring capabilities. This makes it easier for maintenance teams and decision-makers in sectors such as manufacturing, logistics, and energy to gain comprehensive oversight of their operations.

Endo Health specializes in developing an AI-driven platform aimed at managing type 2 diabetes through gamification. The company's innovative approach features a virtual assistant designed to guide patients through the various stages of diabetes management. By utilizing real-time data from continuous glucose monitors, Endo Health's platform enables users to track their blood sugar levels and activity, promoting healthier lifestyle choices in an engaging and enjoyable manner. This solution seeks to simplify the management of chronic diabetes, making it more accessible and effective for patients.

Arphie is a technology company that specializes in developing an AI-driven tool for optimizing Request for Proposal (RFP) processes, questionnaires, and content libraries. Its core mission is to create a collaborative intelligence platform that simplifies and streamlines cross-functional teamwork, enabling businesses to generate accurate and thoughtful RFP responses efficiently.

Argmax is a Software Development firm offering developers platform for compression techniques and inference software.

Autone is a developer of an advanced inventory management platform that leverages artificial intelligence to enhance decision-making for retailers. The platform provides accurate assessments of a business's current inventory status and forecasts potential developments, allowing retailers to make informed choices regarding reorders, replenishment, pricing, and buying analytics. By streamlining inventory management processes, Autone aims to empower businesses to optimize their operations and improve overall efficiency, ultimately driving sustainable growth in the retail sector.

Astrix Health, based in San Francisco, New York, and London, specializes in AI-driven procurement solutions for healthcare providers. The company employs generative AI to analyze vast amounts of data, helping providers secure favorable terms on recurring medical supplies, equipment, and pharmaceutical orders. Astrix's team, comprising experts from Palantir, Oxford, Duke Health, and MedStar Health, aggregates and normalizes data from millions of sources to deliver actionable pricing insights. The company operates globally, backed by Y Combinator.

Nurix AI, established in 2024 by Mukesh Bansal, specializes in developing generative AI solutions that balance automation with human oversight. The company's platform integrates with existing CRM and ERP systems, leveraging retrieval-augmented generation (RAG) to provide accurate, context-aware responses. This enhances enterprise workflows and customer interactions, driving AI-powered automation while maintaining personalized service at scale. Nurix has raised $27.5 million in Series A funding from Accel and General Catalyst.

Landbase is a technology company that specializes in automating and optimizing sales and marketing processes for businesses. It operates a lead generation platform powered by advanced AI agents, which work in conjunction with human expertise to intelligently streamline the go-to-market strategy. This automation helps businesses enhance their lead conversion rates and ultimately drive increased revenue.

Inventive AI is focused on enhancing the efficiency of sales response workflows through its AI-powered platform, which automates the management of requests for proposals (RFPs) and questionnaires. By leveraging large language models, the platform generates accurate and timely responses to various sales information requests, including security reviews and due diligence questionnaires. This automation enables users to bid on deals more effectively and accelerates their time to revenue, achieving over 70% efficiency in the process.

Clarium is a company focused on enhancing healthcare operations through its artificial intelligence-based platform. This platform is designed to automate various business processes within healthcare settings by collecting and analyzing data from existing systems. It filters out noise, errors, and outliers to predict demand accurately, allowing healthcare providers to manage staffing and supplies more effectively. By enabling hospitals and healthcare centers to avoid shortages and stockouts, Clarium helps to reduce supplier lead times and identify alternative products, ultimately improving operational efficiency and patient care.

Black Forest Labs creates advanced generative deep learning models for images and videos. They focus on making these technologies widely accessible and transparent, ensuring that their innovations are easy to use and understand. This approach aims to democratize access to cutting-edge technology and foster greater trust and utility.

Reworkd is an AI-driven automation platform focused on simplifying business processing workflows through advanced data extraction tools. By utilizing artificial intelligence, the platform automatically generates code to extract specific data from web pages, eliminating the need for manual coding and enhancing efficiency. Additionally, it manages request frequencies to prevent blocks from websites, allowing market research teams to gather valuable insights effectively. Reworkd is committed to democratizing access to AI technology, ensuring that its capabilities are available to a broad audience and driven by community engagement.

EthonAI develops an AI-powered platform focused on enhancing quality inspection and root cause analysis in manufacturing. The platform offers no-code applications that can be easily utilized by factory operators and engineers without the need for coding skills. By specializing in visual inspection and quality management, EthonAI enables manufacturers to detect and prevent quality defects, which helps reduce production waste. Additionally, the platform aims to improve job satisfaction for factory workers by streamlining quality assurance processes.

Andesite AI specializes in enhancing the effectiveness of cyber defense teams through its advanced AI security analytics platform. This platform is designed for both private and public-sector cyber analysts, enabling them to defend against sophisticated threats. By analyzing decentralized data sets at scale, Andesite AI's technology allows users to quickly identify threats and vulnerabilities, prioritize their responses, and allocate resources efficiently. This approach not only improves the overall security posture of organizations but also helps reduce costs associated with cyber defense.

Symbolica AI is a research-driven company that develops a unique business model platform. This platform leverages geometric and topological principles in machine learning to train models using formal computational logic, rather than traditional statistical methods. The result is enhanced decision-making capabilities for clients, fostering business growth.

Datavolo is a Software as a Service (SaaS) company that empowers organizations to leverage their unstructured data effectively. Its core product is a dataflow infrastructure platform, which enables access to all types of data, including unstructured files. This platform captures unstructured data, replaces single-use, point-to-point code with flexible, reusable pipelines, allowing clients to focus on generative AI tasks.

Hippocratic AI focuses on developing safety-oriented large language models specifically designed for non-diagnostic, patient-facing applications in healthcare. Unlike conventional models that are often trained on diverse internet data, which may include unreliable information, Hippocratic AI emphasizes the acquisition of evidence-based healthcare content through lawful channels. The company aims to enhance healthcare accessibility and outcomes by creating a platform that facilitates safe artificial health general intelligence. This innovation seeks to empower patients to manage their health more effectively from home, thereby improving overall health outcomes with minimal inconvenience.

Overjet, Inc. is a leading developer of artificial intelligence software designed to analyze dental clinical data, enhancing the quality of patient care in dental practices. Founded by experts from MIT and Harvard University in 2018 and based in Allston, Massachusetts, Overjet offers clinical optimization software that assesses practice performance and identifies growth opportunities. Additionally, its utilization software automates the review of claims to pinpoint over- and under-utilization, thereby facilitating appropriate patient care at reduced costs. The company's FDA-cleared technology serves as an objective standard for oral health decisions, enabling dentists to accurately detect pathologies and effectively educate patients. Through its innovative AI solutions, Overjet aims to empower dental providers and payers to improve patient outcomes in the dental industry.

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 overall efficiency. The platform focuses on processing unstructured data from clinical, administrative, and research sources, transforming it into actionable insights to support providers in their clinical and operational tasks.

Nirvana Insurance is an AI-driven commercial trucking insurer that utilizes telematics data to enhance safety and reduce fleet costs. The company leverages artificial intelligence and telematics data to offer personalized insurance solutions that reward safe driving practices. Nirvana provides tailored policies for both fleet and non-fleet operators, including options such as auto liability, auto physical damage, general liability, and motor truck cargo coverage. By analyzing telematics data, Nirvana offers upfront discounts of up to 20% for safe driving behaviors. Their Safety Intelligence Platform delivers AI-powered insights to help fleets enhance safety and efficiency. Utilizing real-time data, Nirvana streamlines the claims process, enabling faster resolutions and reducing downtime for drivers.

Tractian specializes in providing asset management and monitoring solutions designed to enhance the efficiency and reliability of industrial operations. The company offers tools for data collection and analysis that enable businesses to track the performance and condition of their assets effectively. Tractian's system integrates with various sensors and devices, facilitating predictive maintenance by offering real-time monitoring capabilities. This makes it easier for maintenance teams and decision-makers in sectors such as manufacturing, logistics, and energy to gain comprehensive oversight of their operations.

Mosaic.tech, established in 2019 and based in San Diego, California, specializes in AI-powered financial planning and analysis (FP&A) software. The company combines big data and machine learning to offer predictive reporting capabilities, providing startups with enterprise-level tools and insights. Mosaic.tech's platform features one-click integrations, real-time analytics, and intuitive data visualization, enabling users to automate financial forecasts, report instantly, and collaborate effectively. This empowers clients to make informed decisions, time their strategies accurately, and drive business growth.

Hippocratic AI focuses on developing safety-oriented large language models specifically designed for non-diagnostic, patient-facing applications in healthcare. Unlike conventional models that are often trained on diverse internet data, which may include unreliable information, Hippocratic AI emphasizes the acquisition of evidence-based healthcare content through lawful channels. The company aims to enhance healthcare accessibility and outcomes by creating a platform that facilitates safe artificial health general intelligence. This innovation seeks to empower patients to manage their health more effectively from home, thereby improving overall health outcomes with minimal inconvenience.

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.

Spectral is a New Rochelle, New York-based company founded in 2020 that focuses on programmable creditworthiness through its innovative platform. The company provides valuable credit risk insights to its partners by utilizing on-chain data, thereby enhancing business decisions and offerings. Users can access new financial opportunities through the Multi-Asset Credit Risk Oracle (MACRO) Score, which serves as an on-chain equivalent to a traditional FICO score, allowing individuals to check their on-chain credit scores. Additionally, Spectral offers an AI-powered platform that simplifies the creation and deployment of smart contracts, enabling developers to generate complex contracts using natural language, thus accelerating development time and minimizing errors.

Mirvie is a biotech company focused on developing non-invasive tests aimed at improving maternal-fetal health. Founded in 2018 and based in South San Francisco, California, Mirvie offers a medical diagnostic platform that provides actionable insights for mothers and families throughout their pregnancy journey. The company's innovative predictive tests help medical practitioners identify at-risk pregnancies, allowing for timely interventions and enhanced management of pregnancy-related concerns. By prioritizing safety and health, Mirvie seeks to empower families with the information necessary for better pregnancy outcomes.

Loop Health is a healthcare provider based in Pune, India, founded in 2018. The company offers a range of services including acute and urgent care, chronic condition management, women's health, health coaching, and preventive care. Loop Health aims to simplify the healthcare experience by connecting patients with family physicians, specialists, and hospitals, facilitating access to major medical treatments. Their team of Loop Coordinators assists patients in finding appropriate doctors, comparing treatment costs, obtaining second opinions, and managing admission procedures, thereby alleviating the stress associated with healthcare decisions. Additionally, Loop Health features a virtual medical practice that supports employees and their families, allowing them to consult with healthcare experts and medical advisors without delay, ultimately promoting better health management and cost-effectiveness.

Mosaic.tech, established in 2019 and based in San Diego, California, specializes in AI-powered financial planning and analysis (FP&A) software. The company combines big data and machine learning to offer predictive reporting capabilities, providing startups with enterprise-level tools and insights. Mosaic.tech's platform features one-click integrations, real-time analytics, and intuitive data visualization, enabling users to automate financial forecasts, report instantly, and collaborate effectively. This empowers clients to make informed decisions, time their strategies accurately, and drive business growth.

Alinea Health is a health-tech startup that provides solutions for corporate health. It utilizes large amounts of data and proprietary algorithms to assist the client company's beneficiaries in navigating their health plans, providing personalized and unbiased guidance, recommendations from the most effective doctors in the accredited network, and conveniences such as scheduling consultations and exams. In addition to continuous monitoring, its doctors use the Lifestyle Medicine methodology to promote a healthy lifestyle and lower the risk of developing chronic diseases.

Nirvana Insurance is an AI-driven commercial trucking insurer that utilizes telematics data to enhance safety and reduce fleet costs. The company leverages artificial intelligence and telematics data to offer personalized insurance solutions that reward safe driving practices. Nirvana provides tailored policies for both fleet and non-fleet operators, including options such as auto liability, auto physical damage, general liability, and motor truck cargo coverage. By analyzing telematics data, Nirvana offers upfront discounts of up to 20% for safe driving behaviors. Their Safety Intelligence Platform delivers AI-powered insights to help fleets enhance safety and efficiency. Utilizing real-time data, Nirvana streamlines the claims process, enabling faster resolutions and reducing downtime for drivers.

Overjet, Inc. is a leading developer of artificial intelligence software designed to analyze dental clinical data, enhancing the quality of patient care in dental practices. Founded by experts from MIT and Harvard University in 2018 and based in Allston, Massachusetts, Overjet offers clinical optimization software that assesses practice performance and identifies growth opportunities. Additionally, its utilization software automates the review of claims to pinpoint over- and under-utilization, thereby facilitating appropriate patient care at reduced costs. The company's FDA-cleared technology serves as an objective standard for oral health decisions, enabling dentists to accurately detect pathologies and effectively educate patients. Through its innovative AI solutions, Overjet aims to empower dental providers and payers to improve patient outcomes in the dental industry.

Sword Health is a digital health company specializing in physical rehabilitation. It employs artificial intelligence to deliver personalized care to patients worldwide, anytime, anywhere. The platform offers interactive exercise routines supervised by remote physiotherapists, aiming to reduce costs and improve accessibility to physical therapy. Clinicians can utilize the data collected to enhance decision-making processes.

Beacon Biosignals is a company focused on enhancing human health through the application of artificial intelligence in the analysis of brain activity. It has developed a platform that provides rapid and accurate electroencephalogram (EEG) reports, streamlining the diagnostic process by eliminating the need for adjudication and utilizing improved criteria for inclusion and exclusion. The platform captures real-time brain activity, supporting healthcare professionals in the study of neurological and psychiatric disorders. By enabling more precise quantification of treatment plans and helping identify optimal patient populations, Beacon Biosignals aims to facilitate targeted interventions and advance the field of brain analytics.

TripleBlind, Inc. is a Kansas City-based company incorporated in 2019 that provides an online platform enabling organizations to collaborate while safeguarding sensitive data and algorithms. The company specializes in privacy-enhancing computation, offering a software-only solution delivered through a simple API. TripleBlind focuses on sectors such as healthcare and financial services, utilizing innovations like federated learning and multi-party computation to enhance the scalability and efficiency of privacy-preserving technology. Its platform allows institutions to share and monetize regulated data without compromising privacy, ensuring compliance with regulations like HIPAA and GDPR. By facilitating collaboration around sensitive data without decryption, TripleBlind enables clients to generate new revenue, derive deeper insights, and improve modeling and analysis. The company is supported by notable investors including Accenture, General Catalyst, and The Mayo Clinic, and it integrates seamlessly with major cloud platforms.

SupportLogic, Inc. is a technology company based in San Jose, California, that specializes in a SaaS platform designed to enhance customer success through machine learning and big data analytics. Founded in 2016, SupportLogic focuses on support experience management, offering a platform that allows organizations to connect with their existing systems to extract and analyze customer sentiment signals from both structured and unstructured data. This capability enables businesses to proactively address customer needs, reduce churn, and improve overall customer support experiences. By leveraging predictive and generative AI, SupportLogic provides actionable insights, collaborative workflows, and real-time alerts to help cross-functional teams protect customer relationships and retain revenue. The company serves various global enterprises, including notable clients in the IT industry.

Loop Health is a healthcare provider based in Pune, India, founded in 2018. The company offers a range of services including acute and urgent care, chronic condition management, women's health, health coaching, and preventive care. Loop Health aims to simplify the healthcare experience by connecting patients with family physicians, specialists, and hospitals, facilitating access to major medical treatments. Their team of Loop Coordinators assists patients in finding appropriate doctors, comparing treatment costs, obtaining second opinions, and managing admission procedures, thereby alleviating the stress associated with healthcare decisions. Additionally, Loop Health features a virtual medical practice that supports employees and their families, allowing them to consult with healthcare experts and medical advisors without delay, ultimately promoting better health management and cost-effectiveness.

Overjet, Inc. is a leading developer of artificial intelligence software designed to analyze dental clinical data, enhancing the quality of patient care in dental practices. Founded by experts from MIT and Harvard University in 2018 and based in Allston, Massachusetts, Overjet offers clinical optimization software that assesses practice performance and identifies growth opportunities. Additionally, its utilization software automates the review of claims to pinpoint over- and under-utilization, thereby facilitating appropriate patient care at reduced costs. The company's FDA-cleared technology serves as an objective standard for oral health decisions, enabling dentists to accurately detect pathologies and effectively educate patients. Through its innovative AI solutions, Overjet aims to empower dental providers and payers to improve patient outcomes in the dental industry.

Athelas, Inc. is a healthcare company based in Mountain View, California, that specializes in developing and manufacturing in-home blood analysis devices aimed at diagnosing infections, inflammations, and malignancies. Founded in 2002, Athelas has created a portable optical unit that analyzes blood samples from a single drop, providing diagnostic reports to monitor the immune system. The company's FDA-cleared device is designed to help chronically ill patients manage their health at home, offering additional monitoring for blood pressure, weight, glucose levels, and medication adherence. This technology enables patients to monitor their immunity and assists healthcare providers in the early detection of conditions such as leukemia and other inflammatory diseases. Athelas operates as a subsidiary of MerLion Pharmaceuticals Pte. Ltd.

OM1, Inc. is a digital health company that specializes in developing a platform for healthcare organizations to measure and forecast patient outcomes. The platform is designed to assist hospitals, health systems, and other healthcare providers in meeting various patient reported and clinical outcomes requirements for value-based care programs. By leveraging advanced predictive and prescriptive analytics, OM1 aims to mitigate risks, lower costs, and enhance the understanding of treatment outcomes across the care continuum. The company's technology gathers and synthesizes clinical data to provide AI-driven insights, enabling healthcare organizations to analyze and utilize outcomes data effectively. Founded in 2014 and based in Boston, Massachusetts, OM1 was previously known as Better Outcomes Corporation.

Sword Health is a digital health company specializing in physical rehabilitation. It employs artificial intelligence to deliver personalized care to patients worldwide, anytime, anywhere. The platform offers interactive exercise routines supervised by remote physiotherapists, aiming to reduce costs and improve accessibility to physical therapy. Clinicians can utilize the data collected to enhance decision-making processes.

Hive is a San Francisco-based company that specializes in cloud-based artificial intelligence solutions aimed at enhancing business processes through deep learning and computer vision. It offers a range of products, including Hive Media, an analytics platform for broadcasters and advertisers; Hive Security, which provides video analytics and visual intelligence software; Hive Auto, focusing on visual perception for autonomous vehicles; and Hive Retail, which delivers custom deep learning solutions for retail operations. With a significant portfolio of pre-trained AI models, Hive supports billions of API requests monthly and addresses critical business needs such as content moderation, brand protection, and ad targeting. The company has raised substantial capital from prominent investors and employs over 175 full-time staff, complemented by a global network of contributors for data labeling operations. Hive was incorporated in 2013 and has established itself as a leader in AI technology for diverse enterprise applications.

Shelf Engine is a Seattle-based company that offers an automated prediction platform aimed at reducing food waste in the grocery industry. Launched in 2015, the company utilizes machine learning and historical data to forecast demand for perishable goods, enabling grocery stores to optimize their orders and minimize out-of-stock situations. By managing the entire ordering process, including vendor management and shelf optimization, Shelf Engine helps retailers save costs and mitigate risks associated with unsold inventory by buying back remaining items. With over 145 employees, Shelf Engine serves leading grocers across thousands of locations nationwide, significantly increasing their profit margins while addressing the challenges of food waste.

Armorblox, Inc., founded in 2017 and headquartered in Cupertino, California, specializes in data security solutions that focus on safeguarding the human layer of organizations. The company utilizes advanced techniques in machine learning and artificial intelligence to protect against identity-based attacks and prevent data loss. As a venture-backed startup, Armorblox aims to enhance cybersecurity measures for businesses through innovative technology.

Mosaic.tech, established in 2019 and based in San Diego, California, specializes in AI-powered financial planning and analysis (FP&A) software. The company combines big data and machine learning to offer predictive reporting capabilities, providing startups with enterprise-level tools and insights. Mosaic.tech's platform features one-click integrations, real-time analytics, and intuitive data visualization, enabling users to automate financial forecasts, report instantly, and collaborate effectively. This empowers clients to make informed decisions, time their strategies accurately, and drive business growth.

Aatmunn, meaning "soul," is an industrial technology company focused on enhancing the lives of over 2 billion frontline workers worldwide. Despite significant investments in safety and productivity improvements, many frontline workers continue to face hazards, with over 2 million fatalities reported in 2023 alone. Aatmunn addresses these challenges through its AI-powered data fabric and applications, which have garnered the trust of over 150 notable clients, including leading companies in various industries. The company develops a connected platform that integrates advanced proprietary software with both owned and third-party wearable devices. This system proactively monitors users' location, health, and work environment, while analyzing on-the-job data to promote worker safety and streamline frontline operations. Aatmunn has experienced substantial growth, achieving a 100% year-over-year increase in annual recurring revenue.

Nirvana Insurance is an AI-driven commercial trucking insurer that utilizes telematics data to enhance safety and reduce fleet costs. The company leverages artificial intelligence and telematics data to offer personalized insurance solutions that reward safe driving practices. Nirvana provides tailored policies for both fleet and non-fleet operators, including options such as auto liability, auto physical damage, general liability, and motor truck cargo coverage. By analyzing telematics data, Nirvana offers upfront discounts of up to 20% for safe driving behaviors. Their Safety Intelligence Platform delivers AI-powered insights to help fleets enhance safety and efficiency. Utilizing real-time data, Nirvana streamlines the claims process, enabling faster resolutions and reducing downtime for drivers.

Olive deploys the AI workforce built specifically for healthcare, delivering hospitals and health systems increased revenue, reduced costs, and increased capacity. Olive automates repetitive, high-volume tasks and workflows, monitoring their performance, identifying improvements, and finding opportunities for new work. Olive gives power back to providers through her ever-growing, unparalleled intelligence made up of shared memories, collective wisdom, and global awareness, learning like a network so hospitals never have to solve the same problem twice. Olive was founded in 2012 and is headquartered in Columbus, Ohio.

Olive deploys the AI workforce built specifically for healthcare, delivering hospitals and health systems increased revenue, reduced costs, and increased capacity. Olive automates repetitive, high-volume tasks and workflows, monitoring their performance, identifying improvements, and finding opportunities for new work. Olive gives power back to providers through her ever-growing, unparalleled intelligence made up of shared memories, collective wisdom, and global awareness, learning like a network so hospitals never have to solve the same problem twice. Olive was founded in 2012 and is headquartered in Columbus, Ohio.

Olive deploys the AI workforce built specifically for healthcare, delivering hospitals and health systems increased revenue, reduced costs, and increased capacity. Olive automates repetitive, high-volume tasks and workflows, monitoring their performance, identifying improvements, and finding opportunities for new work. Olive gives power back to providers through her ever-growing, unparalleled intelligence made up of shared memories, collective wisdom, and global awareness, learning like a network so hospitals never have to solve the same problem twice. Olive was founded in 2012 and is headquartered in Columbus, Ohio.

Hive is a San Francisco-based company that specializes in cloud-based artificial intelligence solutions aimed at enhancing business processes through deep learning and computer vision. It offers a range of products, including Hive Media, an analytics platform for broadcasters and advertisers; Hive Security, which provides video analytics and visual intelligence software; Hive Auto, focusing on visual perception for autonomous vehicles; and Hive Retail, which delivers custom deep learning solutions for retail operations. With a significant portfolio of pre-trained AI models, Hive supports billions of API requests monthly and addresses critical business needs such as content moderation, brand protection, and ad targeting. The company has raised substantial capital from prominent investors and employs over 175 full-time staff, complemented by a global network of contributors for data labeling operations. Hive was incorporated in 2013 and has established itself as a leader in AI technology for diverse enterprise applications.

OM1, Inc. is a digital health company that specializes in developing a platform for healthcare organizations to measure and forecast patient outcomes. The platform is designed to assist hospitals, health systems, and other healthcare providers in meeting various patient reported and clinical outcomes requirements for value-based care programs. By leveraging advanced predictive and prescriptive analytics, OM1 aims to mitigate risks, lower costs, and enhance the understanding of treatment outcomes across the care continuum. The company's technology gathers and synthesizes clinical data to provide AI-driven insights, enabling healthcare organizations to analyze and utilize outcomes data effectively. Founded in 2014 and based in Boston, Massachusetts, OM1 was previously known as Better Outcomes Corporation.

SignalFx, Inc. offers a cloud monitoring platform that specializes in real-time detection and analysis of anomalies across infrastructure, microservices, and applications. Founded in 2013 and headquartered in San Mateo, California, the platform utilizes advanced analytics and machine learning to collect and process metrics, enabling organizations to swiftly identify and troubleshoot issues. SignalFx's architecture is designed for scalability and provides features such as proactive alerting, visualization, and collaborative triage, making it suitable for enterprises across various sectors, including technology, finance, and retail. The company also provides a dedicated application performance monitoring solution to enhance the efficiency of DevOps teams. In 2015, SignalFx rebranded from its original name, SignalFuse, and as of 2019, it operates as a subsidiary of Splunk Inc.

Armorblox, Inc., founded in 2017 and headquartered in Cupertino, California, specializes in data security solutions that focus on safeguarding the human layer of organizations. The company utilizes advanced techniques in machine learning and artificial intelligence to protect against identity-based attacks and prevent data loss. As a venture-backed startup, Armorblox aims to enhance cybersecurity measures for businesses through innovative technology.

The Predictive Index is a company that specializes in workforce analytics software designed to address workplace challenges and enhance organizational performance. By leveraging its talent optimization framework, the company offers behavioral and cognitive assessments, comprehensive workshops, and expert consulting services. The Predictive Index provides clients with science-driven insights and data that empower them to make informed hiring decisions, cultivate effective teams, and foster positive workplace cultures. Through its innovative approach, the company aims to align talent strategies with broader business objectives, ultimately helping organizations achieve their strategic goals.

Singular, Inc. is a San Francisco-based company that operates a SaaS-based mobile marketing platform aimed at unifying and optimizing marketing channels. Founded in 2014, Singular provides a comprehensive solution that integrates marketing analytics, predictive insights, and workflow automation into a single dashboard. This platform allows marketers to gain actionable insights from siloed data, connecting upper funnel marketing efforts with lower-funnel attribution to measure return on investment across various channels. Singular tracks over $10 billion in digital marketing expenditures across diverse industries, including commerce, travel, gaming, and entertainment. Notable clients include Lyft, Airbnb, and LinkedIn. The company also has a research and development office located in Tel Aviv, Israel.

Custora is a leader in advanced customer analytics tailored for the retail sector. The company offers a Customer Intelligence Platform that equips marketing leaders with the insights needed to achieve immediate results while fostering long-term profitability. This platform creates a comprehensive view of each customer and employs predictive analytics to identify key customer segments and paths. Additionally, it provides actionable recommendations aimed at enhancing customer lifetime value, addressing the practical challenges faced by marketing professionals. By leveraging data science, Custora enables brands to better understand customer behavior and develop strategic marketing initiatives that enhance the relevance and effectiveness of their communications.

Hive is a San Francisco-based company that specializes in cloud-based artificial intelligence solutions aimed at enhancing business processes through deep learning and computer vision. It offers a range of products, including Hive Media, an analytics platform for broadcasters and advertisers; Hive Security, which provides video analytics and visual intelligence software; Hive Auto, focusing on visual perception for autonomous vehicles; and Hive Retail, which delivers custom deep learning solutions for retail operations. With a significant portfolio of pre-trained AI models, Hive supports billions of API requests monthly and addresses critical business needs such as content moderation, brand protection, and ad targeting. The company has raised substantial capital from prominent investors and employs over 175 full-time staff, complemented by a global network of contributors for data labeling operations. Hive was incorporated in 2013 and has established itself as a leader in AI technology for diverse enterprise applications.

RiskRecon Inc. is a software company that specializes in third-party risk management by offering vendor security assessments. Founded in 2011 and based in Salt Lake City, Utah, RiskRecon provides a cloud-based platform that delivers continuous monitoring and on-demand assessments of organizations' security practices. The platform analyzes third-party internet infrastructure and application presence, enabling users to objectively measure the quality of their security programs. By offering risk-prioritized action plans tailored to individual risk priorities, RiskRecon helps organizations effectively control third-party risks and improve accountability among stakeholders, ultimately leading to better risk management outcomes.

SignalFx, Inc. offers a cloud monitoring platform that specializes in real-time detection and analysis of anomalies across infrastructure, microservices, and applications. Founded in 2013 and headquartered in San Mateo, California, the platform utilizes advanced analytics and machine learning to collect and process metrics, enabling organizations to swiftly identify and troubleshoot issues. SignalFx's architecture is designed for scalability and provides features such as proactive alerting, visualization, and collaborative triage, making it suitable for enterprises across various sectors, including technology, finance, and retail. The company also provides a dedicated application performance monitoring solution to enhance the efficiency of DevOps teams. In 2015, SignalFx rebranded from its original name, SignalFuse, and as of 2019, it operates as a subsidiary of Splunk Inc.

OM1, Inc. is a digital health company that specializes in developing a platform for healthcare organizations to measure and forecast patient outcomes. The platform is designed to assist hospitals, health systems, and other healthcare providers in meeting various patient reported and clinical outcomes requirements for value-based care programs. By leveraging advanced predictive and prescriptive analytics, OM1 aims to mitigate risks, lower costs, and enhance the understanding of treatment outcomes across the care continuum. The company's technology gathers and synthesizes clinical data to provide AI-driven insights, enabling healthcare organizations to analyze and utilize outcomes data effectively. Founded in 2014 and based in Boston, Massachusetts, OM1 was previously known as Better Outcomes Corporation.

Livongo Health, Inc. is a consumer digital health company that specializes in providing an integrated suite of solutions for individuals managing chronic conditions, particularly diabetes. Established in 2008 and headquartered in Mountain View, California, Livongo utilizes real-time data capture and analytics to promote health behavior change through its platform, which includes cellular-connected devices, supplies, coaching, and insights driven by data science. Its product offerings encompass Livongo for diabetes, hypertension, prediabetes and weight management, and behavioral health through its myStrength platform. The company serves a diverse client base, including employers, health plans, government entities, and labor unions, primarily within the United States. Livongo aims to enhance the experience of individuals with chronic conditions by providing timely, personalized support and information, ultimately leading to improved health outcomes. In 2020, Livongo became a subsidiary of Teladoc Health, Inc.

RiskRecon Inc. is a software company that specializes in third-party risk management by offering vendor security assessments. Founded in 2011 and based in Salt Lake City, Utah, RiskRecon provides a cloud-based platform that delivers continuous monitoring and on-demand assessments of organizations' security practices. The platform analyzes third-party internet infrastructure and application presence, enabling users to objectively measure the quality of their security programs. By offering risk-prioritized action plans tailored to individual risk priorities, RiskRecon helps organizations effectively control third-party risks and improve accountability among stakeholders, ultimately leading to better risk management outcomes.

OM1, Inc. is a digital health company that specializes in developing a platform for healthcare organizations to measure and forecast patient outcomes. The platform is designed to assist hospitals, health systems, and other healthcare providers in meeting various patient reported and clinical outcomes requirements for value-based care programs. By leveraging advanced predictive and prescriptive analytics, OM1 aims to mitigate risks, lower costs, and enhance the understanding of treatment outcomes across the care continuum. The company's technology gathers and synthesizes clinical data to provide AI-driven insights, enabling healthcare organizations to analyze and utilize outcomes data effectively. Founded in 2014 and based in Boston, Massachusetts, OM1 was previously known as Better Outcomes Corporation.

Livongo Health, Inc. is a consumer digital health company that specializes in providing an integrated suite of solutions for individuals managing chronic conditions, particularly diabetes. Established in 2008 and headquartered in Mountain View, California, Livongo utilizes real-time data capture and analytics to promote health behavior change through its platform, which includes cellular-connected devices, supplies, coaching, and insights driven by data science. Its product offerings encompass Livongo for diabetes, hypertension, prediabetes and weight management, and behavioral health through its myStrength platform. The company serves a diverse client base, including employers, health plans, government entities, and labor unions, primarily within the United States. Livongo aims to enhance the experience of individuals with chronic conditions by providing timely, personalized support and information, ultimately leading to improved health outcomes. In 2020, Livongo became a subsidiary of Teladoc Health, Inc.

Hive is a San Francisco-based company that specializes in cloud-based artificial intelligence solutions aimed at enhancing business processes through deep learning and computer vision. It offers a range of products, including Hive Media, an analytics platform for broadcasters and advertisers; Hive Security, which provides video analytics and visual intelligence software; Hive Auto, focusing on visual perception for autonomous vehicles; and Hive Retail, which delivers custom deep learning solutions for retail operations. With a significant portfolio of pre-trained AI models, Hive supports billions of API requests monthly and addresses critical business needs such as content moderation, brand protection, and ad targeting. The company has raised substantial capital from prominent investors and employs over 175 full-time staff, complemented by a global network of contributors for data labeling operations. Hive was incorporated in 2013 and has established itself as a leader in AI technology for diverse enterprise applications.

Singular, Inc. is a San Francisco-based company that operates a SaaS-based mobile marketing platform aimed at unifying and optimizing marketing channels. Founded in 2014, Singular provides a comprehensive solution that integrates marketing analytics, predictive insights, and workflow automation into a single dashboard. This platform allows marketers to gain actionable insights from siloed data, connecting upper funnel marketing efforts with lower-funnel attribution to measure return on investment across various channels. Singular tracks over $10 billion in digital marketing expenditures across diverse industries, including commerce, travel, gaming, and entertainment. Notable clients include Lyft, Airbnb, and LinkedIn. The company also has a research and development office located in Tel Aviv, Israel.

Livongo Health, Inc. is a consumer digital health company that specializes in providing an integrated suite of solutions for individuals managing chronic conditions, particularly diabetes. Established in 2008 and headquartered in Mountain View, California, Livongo utilizes real-time data capture and analytics to promote health behavior change through its platform, which includes cellular-connected devices, supplies, coaching, and insights driven by data science. Its product offerings encompass Livongo for diabetes, hypertension, prediabetes and weight management, and behavioral health through its myStrength platform. The company serves a diverse client base, including employers, health plans, government entities, and labor unions, primarily within the United States. Livongo aims to enhance the experience of individuals with chronic conditions by providing timely, personalized support and information, ultimately leading to improved health outcomes. In 2020, Livongo became a subsidiary of Teladoc Health, Inc.

RiskRecon Inc. is a software company that specializes in third-party risk management by offering vendor security assessments. Founded in 2011 and based in Salt Lake City, Utah, RiskRecon provides a cloud-based platform that delivers continuous monitoring and on-demand assessments of organizations' security practices. The platform analyzes third-party internet infrastructure and application presence, enabling users to objectively measure the quality of their security programs. By offering risk-prioritized action plans tailored to individual risk priorities, RiskRecon helps organizations effectively control third-party risks and improve accountability among stakeholders, ultimately leading to better risk management outcomes.

TrueMotion, Inc. is a Boston-based company that develops a smartphone-based telematics platform for insurance companies, aimed at enhancing driving safety. Founded in 2012 and previously known as Censio, the company utilizes advanced signal processing, machine learning, and data science to analyze smartphone sensor data. This technology allows insurers to differentiate between safe and risky drivers, rewarding safe driving behaviors with discounts on premiums. By promoting safer driving practices, TrueMotion contributes to reducing the number of driving accidents and fostering safer roads for all motorists.

Livongo Health, Inc. is a consumer digital health company that specializes in providing an integrated suite of solutions for individuals managing chronic conditions, particularly diabetes. Established in 2008 and headquartered in Mountain View, California, Livongo utilizes real-time data capture and analytics to promote health behavior change through its platform, which includes cellular-connected devices, supplies, coaching, and insights driven by data science. Its product offerings encompass Livongo for diabetes, hypertension, prediabetes and weight management, and behavioral health through its myStrength platform. The company serves a diverse client base, including employers, health plans, government entities, and labor unions, primarily within the United States. Livongo aims to enhance the experience of individuals with chronic conditions by providing timely, personalized support and information, ultimately leading to improved health outcomes. In 2020, Livongo became a subsidiary of Teladoc Health, Inc.

Alation, Inc. is a provider of enterprise data intelligence solutions based in Redwood City, California. Founded in 2012, the company specializes in a platform that facilitates data search and discovery, data governance, data stewardship, and analytics, aiming to support organizations in their digital transformation efforts. Alation's platform is distinguished by its Behavioral Analysis Engine, which integrates machine learning with human insights, enabling effective metadata management and collaboration. This approach empowers users to easily find and understand the data they require, while also ensuring proper governance and compliance. Alation has established itself as a leader in the data catalog market, delivering tools that help analysts make informed decisions by providing a comprehensive view of data usage and provenance.

Hive is a San Francisco-based company that specializes in cloud-based artificial intelligence solutions aimed at enhancing business processes through deep learning and computer vision. It offers a range of products, including Hive Media, an analytics platform for broadcasters and advertisers; Hive Security, which provides video analytics and visual intelligence software; Hive Auto, focusing on visual perception for autonomous vehicles; and Hive Retail, which delivers custom deep learning solutions for retail operations. With a significant portfolio of pre-trained AI models, Hive supports billions of API requests monthly and addresses critical business needs such as content moderation, brand protection, and ad targeting. The company has raised substantial capital from prominent investors and employs over 175 full-time staff, complemented by a global network of contributors for data labeling operations. Hive was incorporated in 2013 and has established itself as a leader in AI technology for diverse enterprise applications.

Livongo Health, Inc. is a consumer digital health company that specializes in providing an integrated suite of solutions for individuals managing chronic conditions, particularly diabetes. Established in 2008 and headquartered in Mountain View, California, Livongo utilizes real-time data capture and analytics to promote health behavior change through its platform, which includes cellular-connected devices, supplies, coaching, and insights driven by data science. Its product offerings encompass Livongo for diabetes, hypertension, prediabetes and weight management, and behavioral health through its myStrength platform. The company serves a diverse client base, including employers, health plans, government entities, and labor unions, primarily within the United States. Livongo aims to enhance the experience of individuals with chronic conditions by providing timely, personalized support and information, ultimately leading to improved health outcomes. In 2020, Livongo became a subsidiary of Teladoc Health, Inc.

Singular, Inc. is a San Francisco-based company that operates a SaaS-based mobile marketing platform aimed at unifying and optimizing marketing channels. Founded in 2014, Singular provides a comprehensive solution that integrates marketing analytics, predictive insights, and workflow automation into a single dashboard. This platform allows marketers to gain actionable insights from siloed data, connecting upper funnel marketing efforts with lower-funnel attribution to measure return on investment across various channels. Singular tracks over $10 billion in digital marketing expenditures across diverse industries, including commerce, travel, gaming, and entertainment. Notable clients include Lyft, Airbnb, and LinkedIn. The company also has a research and development office located in Tel Aviv, Israel.

Datalogix is a prominent company specializing in connecting digital media with offline purchasing data, enabling marketers to enhance the effectiveness and measurability of their advertising efforts. The company serves more than half of the top 100 consumer marketers and manages the DLX Platform, which encompasses over $1 trillion in consumer spending and supports campaigns for a significant majority of online media companies. Datalogix's DLX ROI is becoming a standard for measuring the impact of digital media on offline sales. Additionally, the company provides predictive analytics for direct mail and integrated media solutions through the DLX Net. Its expertise covers various consumer sectors, including retail, consumer packaged goods, automotive, telecommunications, travel, and financial services. Headquartered in Colorado, Datalogix has established offices in key cities such as New York City, San Francisco, Boston, Chicago, Detroit, and London.

Aidin is a healthcare technology company focused on enhancing the discharge planning process for hospitals and social workers. Its platform streamlines the workflow for discharge planning professionals by automating the generation of provider listings, thereby minimizing administrative tasks and allowing social workers to concentrate more on patient care. Aidin provides patients with access to quality ratings and reviews of available post-acute care providers, facilitating informed decision-making. The platform also tracks patient experiences and outcomes, equipping case managers with valuable insights to identify the most effective providers for specific health conditions. By connecting patients with the right post-hospital care options, Aidin aims to reduce readmissions and improve overall patient satisfaction.

SumAll Inc. is a New York-based company founded in 2011 that specializes in data analytics solutions for businesses. It operates a platform that consolidates information from over 40 data sources, including social media, web traffic, and email marketing, to automate operations for independent businesses. Boasting over 350,000 users, SumAll enables clients to effectively manage their data and optimize their social media marketing strategies. The platform not only generates and posts the most effective content for engaging customers but also offers tools for automating inventory purchasing and staff scheduling for physical establishments, such as cafes. By utilizing historical sales data and other proprietary inputs, SumAll provides accurate sales forecasts, helping business owners streamline their operations and invest their time and resources back into growth initiatives.

Humedica is a clinical intelligence company that specializes in health analytics, providing tools for hospitals, physicians, and life sciences organizations. The company's primary offering, Humedica MinedShare, is a platform designed to transform unconnected data from various sources into actionable insights, enabling clients to make better-informed decisions. By facilitating clinical, operational, and financial benchmarking across the continuum of care, Humedica supports healthcare providers in enhancing the quality and efficiency of their services.

Lose It! is a weight loss application that aims to help individuals achieve and maintain a healthy weight through personalized tracking and community support. The platform allows users to set specific weight loss goals, track their daily food intake and exercise, and access a global community for continuous encouragement. Each member receives a customized plan and daily calorie budget based on their personal information and health objectives. Lose It! employs user-friendly tracking tools and a comprehensive database of food and exercise options, empowering users to manage their weight effectively. The application is grounded in nutritional science and behavioral data, promoting healthier living and fostering a supportive environment for its members.

Humedica is a clinical intelligence company that specializes in health analytics, providing tools for hospitals, physicians, and life sciences organizations. The company's primary offering, Humedica MinedShare, is a platform designed to transform unconnected data from various sources into actionable insights, enabling clients to make better-informed decisions. By facilitating clinical, operational, and financial benchmarking across the continuum of care, Humedica supports healthcare providers in enhancing the quality and efficiency of their services.

Hunch is a consumer web application that is building the "taste graph" of the internet, mapping every person on the internet to every entity on the internet and their affinity for that entity. An entity could be a web site, a cookbook, a hotel room, a celebrity, a restaurant, etc. Hunch creates a taste profile by asking them a series of questions which range from serious to profound and subsequently can make recommendations personalized to that user, which live in "topics". Topics vary widely, from entertaining subjects like 'Which superhero would you be' to more conventional questions like 'Should I Switch to A Mac?' The system then uses the answers to these questions to offer the user a suggested solution, a "hunch" of what the user would like.

Lose It! is a weight loss application that aims to help individuals achieve and maintain a healthy weight through personalized tracking and community support. The platform allows users to set specific weight loss goals, track their daily food intake and exercise, and access a global community for continuous encouragement. Each member receives a customized plan and daily calorie budget based on their personal information and health objectives. Lose It! employs user-friendly tracking tools and a comprehensive database of food and exercise options, empowering users to manage their weight effectively. The application is grounded in nutritional science and behavioral data, promoting healthier living and fostering a supportive environment for its members.

Datalogix is a prominent company specializing in connecting digital media with offline purchasing data, enabling marketers to enhance the effectiveness and measurability of their advertising efforts. The company serves more than half of the top 100 consumer marketers and manages the DLX Platform, which encompasses over $1 trillion in consumer spending and supports campaigns for a significant majority of online media companies. Datalogix's DLX ROI is becoming a standard for measuring the impact of digital media on offline sales. Additionally, the company provides predictive analytics for direct mail and integrated media solutions through the DLX Net. Its expertise covers various consumer sectors, including retail, consumer packaged goods, automotive, telecommunications, travel, and financial services. Headquartered in Colorado, Datalogix has established offices in key cities such as New York City, San Francisco, Boston, Chicago, Detroit, and London.

Humedica is a clinical intelligence company that specializes in health analytics, providing tools for hospitals, physicians, and life sciences organizations. The company's primary offering, Humedica MinedShare, is a platform designed to transform unconnected data from various sources into actionable insights, enabling clients to make better-informed decisions. By facilitating clinical, operational, and financial benchmarking across the continuum of care, Humedica supports healthcare providers in enhancing the quality and efficiency of their services.

Hunch is a consumer web application that is building the "taste graph" of the internet, mapping every person on the internet to every entity on the internet and their affinity for that entity. An entity could be a web site, a cookbook, a hotel room, a celebrity, a restaurant, etc. Hunch creates a taste profile by asking them a series of questions which range from serious to profound and subsequently can make recommendations personalized to that user, which live in "topics". Topics vary widely, from entertaining subjects like 'Which superhero would you be' to more conventional questions like 'Should I Switch to A Mac?' The system then uses the answers to these questions to offer the user a suggested solution, a "hunch" of what the user would like.

RStudio, Inc. specializes in developing open source and enterprise-ready software solutions for the R community. The company is well-known for its integrated development environment, RStudio, which includes features such as a console, syntax-highlighting editor, and tools for plotting, debugging, and workspace management. RStudio offers both open source and commercial editions compatible with Windows, Mac, and Linux operating systems, as well as via browsers through RStudio Server. Additionally, RStudio provides Shiny, a web framework that enables users to create interactive web applications using R without needing expertise in HTML, CSS, or JavaScript. Other offerings include RStudio Server Pro, which enhances security and resource management for professional data science, and Shiny Server Pro, which supports interactive data applications. The company also contributes to the R ecosystem with tools like ggplot2 for data visualization, knitr for report generation, and various development tools. Founded in 2009 and headquartered in Boston, Massachusetts, RStudio serves a diverse clientele across science, education, and industry sectors in the United States.

TSI provides retailers with solutions that bring precision and predictability to inventory investment and pricing strategies. Its mathematical optimization models help retailers understand the likely impact of all buying and pricing decisions on their bottom line and enable them to make decisions that lead to maximum gross margin.

Clarium is a company focused on enhancing healthcare operations through its artificial intelligence-based platform. This platform is designed to automate various business processes within healthcare settings by collecting and analyzing data from existing systems. It filters out noise, errors, and outliers to predict demand accurately, allowing healthcare providers to manage staffing and supplies more effectively. By enabling hospitals and healthcare centers to avoid shortages and stockouts, Clarium helps to reduce supplier lead times and identify alternative products, ultimately improving operational efficiency and patient care.