M12 - Microsoft's Venture Fund

Arize AI, Inc. is a technology company that specializes in a platform designed for monitoring and troubleshooting production artificial intelligence (AI) and machine learning models. Founded in 2020 and headquartered in Mill Valley, California, Arize AI provides a machine learning observability platform that utilizes real-time analytics to deliver insights for operational teams. This platform enables clients to quickly identify and resolve issues, enhance model performance, and reduce uncertainty in AI deployments. By leveraging advanced artificial intelligence technology, Arize AI empowers organizations to improve their AI systems continuously, facilitating better decision-making and operational efficiency.

Innovaccer Inc. is a technology company that specializes in developing analytical and data science applications primarily for the healthcare sector, along with industries such as financial services, manufacturing, and retail. The company offers a comprehensive Healthcare Intelligence Cloud that aggregates and analyzes patient data from various sources, including electronic health records and medical devices, to provide actionable insights. Its suite of solutions includes Datashop, which encompasses tools for patient care management, risk assessment in financial markets, and healthcare trend analysis. Innovaccer's platforms facilitate improved clinical workflows, care coordination, and operational efficiency by integrating functionalities for population health management and billing processes. Founded in 2012 and headquartered in Noida, India, with an office in Palo Alto, California, Innovaccer serves a diverse clientele, including academic institutions and governmental organizations, both domestically and internationally.

NeuBird is a pioneering technology company that operates a cloud-based generative operations platform for businesses. This platform, named GenOps, leverages advanced artificial intelligence and generative AI technology to analyze IT telemetry data in real-time, generating solutions that automate IT operations tasks. By doing so, NeuBird enables enterprises to redirect their engineering talent towards more strategic business functions, thereby enhancing operational efficiency and problem-solving capabilities.

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

Moondream builts a vision-language model that operates with 1.6 billion parameters.

Bolster Inc. is a cybersecurity company that specializes in artificial intelligence and machine learning to combat online fraud and protect brands from scams and account takeovers. Founded in 2017 and headquartered in Los Altos, California, Bolster offers a range of products, including Online Customer Protection, which features detection, automated takedown, continuous monitoring, and threat intelligence. Its Online Fraud Prevention platform identifies both victims and scammers, providing tools to address phishing kits and fraudulent sites. Additionally, the company provides a Real-time Detection API that covers various types of scams, such as phishing and counterfeit activities. Bolster serves multiple sectors, including finance, technology, and retail, and promotes proactive brand protection through tools like checkphish.ai, a free, open-source resource for detecting fraudulent websites and phishing scams. The team at Bolster has extensive experience in cybersecurity, contributing to its innovative approach to fraud prevention.

DatologyAI is an AI-data curation startup that specializes in developing deep learning tools for automatic selection in data training. The company focuses on automating the creation of datasets by identifying the most relevant information based on the specific requirements of AI models. Its innovative tools are designed to detect and eliminate redundant, noisy, or harmful data points through modality-agnostic algorithms, applicable across various formats without the need for labels. Additionally, DatologyAI’s solutions can enhance existing datasets by suggesting ways to augment information and optimize its organization for model training. These capabilities allow clients across multiple sectors to train their models more efficiently and cost-effectively.

NeuBird is a pioneering technology company that operates a cloud-based generative operations platform for businesses. This platform, named GenOps, leverages advanced artificial intelligence and generative AI technology to analyze IT telemetry data in real-time, generating solutions that automate IT operations tasks. By doing so, NeuBird enables enterprises to redirect their engineering talent towards more strategic business functions, thereby enhancing operational efficiency and problem-solving capabilities.

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

SynthLabs is a research laboratory focused on the alignment of artificial intelligence through transparency and auditability. It operates as a software development company that assists various organizations in ensuring their AI systems function according to their intended purposes. SynthLabs specializes in steering and customizing large language models, particularly those that are open source, allowing clients to effectively evaluate these models on complex subjects. Through its innovative approach, the company aims to enhance the reliability and accountability of AI technologies across different industries.

Guardrails AI is a developer of an open-source library that focuses on enhancing the reliability and safety of interactions with Large Language Models (LLMs). The company creates a robust framework that enables the development of custom validators and orchestrates processes such as prompting, verification, and re-prompting. Additionally, Guardrails AI offers a library of commonly used validators and a specification language for clearly communicating requirements to LLMs. By addressing the uncertainties associated with AI interactions, Guardrails AI aims to provide goal-oriented and contractually bound solutions that contribute to the beneficial application of AI technology in improving human life.

HiddenLayer is a cybersecurity company focused on securing machine learning algorithms, models, and their underlying data. The firm provides a range of services, including threat modeling, machine learning risk assessment training, and red team assessments. Additionally, HiddenLayer offers AI and machine learning model scanning, as well as implementation services for machine learning detection and response. Its platform employs advanced machine learning techniques to analyze model interactions, effectively identifying and mitigating malicious activities without needing prior access to the user's AI models or sensitive training data. This enables businesses to enhance their defenses against potential threats targeting their machine learning systems.

D-Matrix is a computing platform dedicated to enhancing artificial intelligence inferencing workloads within data centers. The company aims to create and implement the world's first brain-inspired AI compute engine, catering to a diverse range of inferencing tasks in the expansive cloud and infrastructure edge markets. D-Matrix's innovative approach leverages in-memory computing techniques and addresses the challenges of memory-compute integration through a combination of mixed-signal and digital signal processing methods. This focus on efficiency enables clients to optimize their computing capabilities, particularly in the realms of generative artificial intelligence and large language models.

Inworld AI is an AI framework powering massive consumer applications. Inworld is funded by VCs including Lightspeed, Stanford University, Kleiner Perkins, Founders Fund, Section 32, M12, Intel Capital, CRV, Bitkraft, and Meta, as well as a team of all-star angels including corporate executives, top VC funds' partners, scouts, and industry veterans.

Unstructured is a developer of an open-source data transformation platform that simplifies the process of converting raw data, such as PDFs and Microsoft Office documents, into formats compatible with language models. The platform supports over 25 file types, including PDF, DOC, and PPTX, and offers connectors to various systems like SharePoint, S3, and Databricks. By facilitating effortless data extraction and integration into AI workflows, Unstructured enhances the accessibility of human-generated information, ensuring that it is readily available for generative AI systems. Its modular architecture allows users to incorporate any third-party model, making it a versatile solution for preprocessing natural language data for machine learning applications.

Metrika is a monitoring and analytics platform based in Cambridge, Massachusetts, that specializes in providing visibility and actionable insights into blockchain networks. Founded in 2019, the company has developed a blockchain-based operational intelligence platform that enables the monitoring and analysis of decentralized systems. Metrika's platform is designed to ensure the smooth operation of blockchain networks by identifying performance anomalies that necessitate intervention. This capability allows organizations to enhance their reliability and performance, ultimately supporting their growth and operational efficiency in the evolving landscape of blockchain technology.

Private AI Inc., founded in 2017 and headquartered in Toronto, Canada, specializes in developing privacy-preserving machine learning and natural language processing tools. The company focuses on enabling organizations to securely analyze large datasets that contain sensitive information without compromising user privacy. Its technology excels in identifying, redacting, and generating synthetic personally identifiable information (PII) across more than 50 entity types and supports over 47 languages with an accuracy exceeding 99.5%. Private AI's solutions are designed to integrate seamlessly with clients' existing infrastructures, ensuring that their data remains secure and never leaves their environment. Through these innovations, Private AI aims to enhance the capabilities of developers while maintaining the highest standards of data privacy.

Modl.ai is a technology company focused on revolutionizing game development through the application of artificial intelligence and machine learning. By providing a platform that streamlines the production process, Modl.ai empowers game developers and publishers to automate repetitive tasks and create more advanced in-game behaviors and simulations. This innovative approach enhances the overall quality of games, improves user experiences, and increases operational efficiency for its clients. With a commitment to advancing game technology, Modl.ai aims to accelerate game development and boost player engagement globally.

Inworld AI is an AI framework powering massive consumer applications. Inworld is funded by VCs including Lightspeed, Stanford University, Kleiner Perkins, Founders Fund, Section 32, M12, Intel Capital, CRV, Bitkraft, and Meta, as well as a team of all-star angels including corporate executives, top VC funds' partners, scouts, and industry veterans.

Ozette Technologies focuses on digitizing biological data using machine learning to provide a comprehensive understanding of the human immune system. The company has developed a single-cell immune monitoring platform that facilitates cell discovery and annotation, allowing for deeper insights into immune responses. By employing AI-driven computational analysis, Ozette enhances the discovery and development of therapies and diagnostics, enabling scientists and healthcare providers to navigate the complexities of the immune system in both health and disease. This innovative approach aims to improve patient outcomes through more effective therapeutic strategies.

NextBillion.ai is a company focused on delivering AI-powered hyperlocal solutions, primarily in the realm of mapping. It is dedicated to building the geospatial infrastructure necessary for enhancing location-based experiences for a rapidly growing user base in markets such as India, Indonesia, and Nigeria. These regions present unique challenges due to underdeveloped infrastructure, the emergence of megacities, complex addressing systems, and dynamic road networks. To address these complexities, NextBillion.ai develops a spatial data platform that enables enterprises to effectively manage location data and implement an AI-first approach across various use cases and geographies. The platform assists clients in building and scaling their mapping ecosystems, addressing routing and scheduling challenges, and optimizing routes and dispatch processes. By combining data, artificial intelligence, and human expertise, NextBillion.ai aims to solve intricate location problems and improve navigation technology.

D-Matrix is a computing platform dedicated to enhancing artificial intelligence inferencing workloads within data centers. The company aims to create and implement the world's first brain-inspired AI compute engine, catering to a diverse range of inferencing tasks in the expansive cloud and infrastructure edge markets. D-Matrix's innovative approach leverages in-memory computing techniques and addresses the challenges of memory-compute integration through a combination of mixed-signal and digital signal processing methods. This focus on efficiency enables clients to optimize their computing capabilities, particularly in the realms of generative artificial intelligence and large language models.

Syntiant specializes in developing neuromorphic semiconductors that bring artificial intelligence and machine learning capabilities directly to edge devices, reducing reliance on cloud-based processing. The company's advanced chip solutions combine deep learning with semiconductor design to create ultra-low-power, high-performance processors for deep neural networks. These processors are ideal for always-on applications in battery-powered devices such as smartphones, smart speakers, earbuds, hearing aids, and laptops, enabling the development of AI technology for sensor, voice, and video applications across a wide range of products.

Agolo, Inc. is a New York-based company that specializes in developing an artificial intelligence platform designed for real-time summarization of information. Founded in 2012, Agolo employs machine learning and natural language processing technologies to transform unstructured data into concise summaries, facilitating enhanced understanding and decision-making for its clients. The platform supports a variety of enterprise applications, including Generative AI, business intelligence dashboards, and search functionalities. By streamlining messy product data into an organized entity graph, Agolo enables companies to improve product quality, reduce support costs, and quickly identify emerging issues, thereby enhancing the overall customer experience.

Nautilus Labs Inc. is a technology company that specializes in developing analytical solutions for maritime transportation. Founded in 2016 and based in New York, it offers a platform that unifies and analyzes vessel data in real time, enabling operators to make informed business decisions. The platform includes features such as TrueVoyage, which provides continuous monitoring of ship performance and critical reporting values. Nautilus Labs aims to enhance fleet efficiency by applying machine learning to optimize operational performance while reducing fuel consumption. Its solutions are designed to integrate seamlessly with clients' existing workflows and are supported by change management programs to facilitate organizational adoption. The company serves various sectors within the maritime industry, including gas carriers, tankers, container ships, bulk carriers, and roll-on/roll-off vessels.

Inworld AI is an AI framework powering massive consumer applications. Inworld is funded by VCs including Lightspeed, Stanford University, Kleiner Perkins, Founders Fund, Section 32, M12, Intel Capital, CRV, Bitkraft, and Meta, as well as a team of all-star angels including corporate executives, top VC funds' partners, scouts, and industry veterans.

Wallaroo is a company that offers a cloud-based platform designed for last-mile machine learning, focusing on simplifying the deployment of real-time applications. Its software addresses infrastructure challenges, allowing for rapid iteration and testing while processing large volumes of data. By being agnostic to infrastructure and scale, Wallaroo enables data engineers and architects to enhance various applications, including outpatient monitoring, real-time bidding, and risk profiling. This capability helps organizations turn data into actionable business insights more efficiently and cost-effectively.

Hunters is a cybersecurity company that specializes in developing an artificial intelligence-based platform for detecting and responding to cyber threats. Founded in 2018 and headquartered in Tel Aviv, Israel, the company offers its solution, Hunters.AI, which autonomously identifies cyberattacks that may evade traditional security measures across various IT environments, including cloud and network systems. Hunters.AI integrates diverse security telemetry and intelligence, enriching threat signals with detailed tactics, techniques, and procedures to enhance detection capabilities. By utilizing machine learning and cloud-based analytics, the platform correlates threat patterns and generates high-fidelity attack narratives, enabling cybersecurity teams to respond swiftly and effectively to potential breaches.

Prevedere is a predictive analytics company based in Columbus, Ohio, with an additional office in Sunnyvale, California. Founded in 2012, the company specializes in developing business performance forecasting software that helps leaders make informed decisions by providing real-time insights into future business performance. Prevedere's platform tracks and manages economic, environmental, and consumer behavior data to identify leading indicators for company revenues, profits, and individual products. The company offers a range of solutions, including predictive marketing analytics, financial forecasting intelligence, demand planning, and sales planning. Additionally, Prevedere provides industry outlook reports, Chinese consumer behavior data, and predictive insights, along with economic consulting, data science, and training services.

Innovaccer Inc. is a technology company that specializes in developing analytical and data science applications primarily for the healthcare sector, along with industries such as financial services, manufacturing, and retail. The company offers a comprehensive Healthcare Intelligence Cloud that aggregates and analyzes patient data from various sources, including electronic health records and medical devices, to provide actionable insights. Its suite of solutions includes Datashop, which encompasses tools for patient care management, risk assessment in financial markets, and healthcare trend analysis. Innovaccer's platforms facilitate improved clinical workflows, care coordination, and operational efficiency by integrating functionalities for population health management and billing processes. Founded in 2012 and headquartered in Noida, India, with an office in Palo Alto, California, Innovaccer serves a diverse clientele, including academic institutions and governmental organizations, both domestically and internationally.

Envisagenics, Inc. is a bioinformatics company founded in 2013 and headquartered in Huntington, New York. The company specializes in RNA therapeutics and aims to simplify complex biomedical data to expedite the development of innovative therapeutic solutions. Envisagenics leverages its advanced analytics platform, SpliceCore, which utilizes artificial intelligence and machine learning to analyze RNA sequencing data. This cloud-based platform enables researchers to identify splicing errors linked to various diseases, including genetic disorders and cancers, and to discover potential drug targets and biomarkers. By streamlining the drug discovery process through computational simulations, Envisagenics significantly reduces the time, cost, and risks associated with drug development, thereby facilitating partnerships with biopharmaceutical companies to advance RNA-based therapies.

Private AI Inc., founded in 2017 and headquartered in Toronto, Canada, specializes in developing privacy-preserving machine learning and natural language processing tools. The company focuses on enabling organizations to securely analyze large datasets that contain sensitive information without compromising user privacy. Its technology excels in identifying, redacting, and generating synthetic personally identifiable information (PII) across more than 50 entity types and supports over 47 languages with an accuracy exceeding 99.5%. Private AI's solutions are designed to integrate seamlessly with clients' existing infrastructures, ensuring that their data remains secure and never leaves their environment. Through these innovations, Private AI aims to enhance the capabilities of developers while maintaining the highest standards of data privacy.

Hunters is a cybersecurity company that specializes in developing an artificial intelligence-based platform for detecting and responding to cyber threats. Founded in 2018 and headquartered in Tel Aviv, Israel, the company offers its solution, Hunters.AI, which autonomously identifies cyberattacks that may evade traditional security measures across various IT environments, including cloud and network systems. Hunters.AI integrates diverse security telemetry and intelligence, enriching threat signals with detailed tactics, techniques, and procedures to enhance detection capabilities. By utilizing machine learning and cloud-based analytics, the platform correlates threat patterns and generates high-fidelity attack narratives, enabling cybersecurity teams to respond swiftly and effectively to potential breaches.

NetraDyne Inc. is a technology company that specializes in artificial intelligence-based fleet management solutions aimed at enhancing safety and performance in the transportation industry. Founded in 2015 and headquartered in San Diego, California, with an additional office in Bengaluru, India, the company develops an Internet of Things platform that processes visual and sensory inputs. Its flagship products include VisionPRO, an integrated safety system that captures and analyzes driving events through multiple camera angles, and Driveri, which focuses on recognizing and rewarding positive driver behavior. By leveraging advancements in camera technology, deep learning, and data analysis, NetraDyne aims to reduce accidents and improve fleet management, ultimately establishing a new standard for safe driving practices in commercial vehicles.

Zencity is a government technology company that specializes in community engagement solutions for local governments. Founded in 2016 and headquartered in New York City and Tel Aviv, Zencity provides a platform that enables government agencies to collect, analyze, and act on feedback from residents. The platform offers a suite of tools designed to gather comprehensive community input through various online and offline channels. By utilizing advanced AI and machine learning, Zencity transforms millions of feedback points into reliable, actionable insights. This empowers over 300 government agencies, including those in major cities like Los Angeles and Chicago, to prioritize their resources effectively, improve service delivery, and foster deeper connections with their communities, ultimately enhancing public trust.

NextBillion.ai is a company focused on delivering AI-powered hyperlocal solutions, primarily in the realm of mapping. It is dedicated to building the geospatial infrastructure necessary for enhancing location-based experiences for a rapidly growing user base in markets such as India, Indonesia, and Nigeria. These regions present unique challenges due to underdeveloped infrastructure, the emergence of megacities, complex addressing systems, and dynamic road networks. To address these complexities, NextBillion.ai develops a spatial data platform that enables enterprises to effectively manage location data and implement an AI-first approach across various use cases and geographies. The platform assists clients in building and scaling their mapping ecosystems, addressing routing and scheduling challenges, and optimizing routes and dispatch processes. By combining data, artificial intelligence, and human expertise, NextBillion.ai aims to solve intricate location problems and improve navigation technology.

1910 Genetics is a biotechnology company focused on revolutionizing drug development through the integration of artificial intelligence, computation, and biological automation. The firm seeks to deepen the understanding of the molecular basis of diseases, akin to the comprehensive knowledge surrounding sickle cell anemia. By employing a multimodal AI platform, 1910 Genetics enhances the drug discovery process for both small and large molecules, providing a reimagined end-to-end approach. This innovative platform aims to improve productivity and reduce failure rates in pharmaceutical development, ultimately accelerating the design of therapeutics, including small molecules and proteins.

Innovaccer Inc. is a technology company that specializes in developing analytical and data science applications primarily for the healthcare sector, along with industries such as financial services, manufacturing, and retail. The company offers a comprehensive Healthcare Intelligence Cloud that aggregates and analyzes patient data from various sources, including electronic health records and medical devices, to provide actionable insights. Its suite of solutions includes Datashop, which encompasses tools for patient care management, risk assessment in financial markets, and healthcare trend analysis. Innovaccer's platforms facilitate improved clinical workflows, care coordination, and operational efficiency by integrating functionalities for population health management and billing processes. Founded in 2012 and headquartered in Noida, India, with an office in Palo Alto, California, Innovaccer serves a diverse clientele, including academic institutions and governmental organizations, both domestically and internationally.

Hunters is a cybersecurity company that specializes in developing an artificial intelligence-based platform for detecting and responding to cyber threats. Founded in 2018 and headquartered in Tel Aviv, Israel, the company offers its solution, Hunters.AI, which autonomously identifies cyberattacks that may evade traditional security measures across various IT environments, including cloud and network systems. Hunters.AI integrates diverse security telemetry and intelligence, enriching threat signals with detailed tactics, techniques, and procedures to enhance detection capabilities. By utilizing machine learning and cloud-based analytics, the platform correlates threat patterns and generates high-fidelity attack narratives, enabling cybersecurity teams to respond swiftly and effectively to potential breaches.

Acerta Analytics Inc. specializes in machine intelligence solutions that analyze raw machine data to facilitate informed decision-making, particularly in the automotive sector. The company's flagship product, Acerta CHECK, employs statistical methods, data mining algorithms, and machine learning techniques to identify critical issues and anomalies in machine behavior. By assisting automotive manufacturers, including original equipment manufacturers and parts suppliers, Acerta helps improve quality control, reduce defects, and accelerate the market readiness of complex products. Additionally, the company's technology is applicable in aerospace for aircraft health management. Acerta's analytics platform empowers manufacturers to detect early signs of potential product failures, enhance root cause analysis, minimize scrap and rework, and continuously refine their processes. Founded in 2014 and based in Waterloo, Canada, Acerta is committed to transforming quality control through advanced artificial intelligence.

Pachyderm, Inc., founded in 2014 and based in San Francisco, California, specializes in developing software for deploying and managing multi-stage, language-agnostic data pipelines. The company's platform provides data lineage to track the entire machine learning development lifecycle and supports end-to-end data science workflows. Pachyderm offers an enterprise-grade, open-source data science platform that ensures explainable, repeatable, and scalable ML/AI processes. Its solutions include version control for data, tools for building scalable pipelines, and support for any language, framework, or tool. The company provides a free, open-source version of its platform, as well as enterprise and hub versions tailored to specific needs.

Voiceitt Ltd., established in 2012 and headquartered in Ramat Gan, Israel, specializes in developing mobile applications that empower individuals with speech impairments or non-standard speech patterns to communicate effectively. The company's core product is an automatic speech recognition platform that translates distorted pronunciation into intelligible speech, providing independence and improved quality of life for users with speech and motor disabilities, as well as serving as a useful tool for their caregivers.

Zencity is a government technology company that specializes in community engagement solutions for local governments. Founded in 2016 and headquartered in New York City and Tel Aviv, Zencity provides a platform that enables government agencies to collect, analyze, and act on feedback from residents. The platform offers a suite of tools designed to gather comprehensive community input through various online and offline channels. By utilizing advanced AI and machine learning, Zencity transforms millions of feedback points into reliable, actionable insights. This empowers over 300 government agencies, including those in major cities like Los Angeles and Chicago, to prioritize their resources effectively, improve service delivery, and foster deeper connections with their communities, ultimately enhancing public trust.

Syntiant specializes in developing neuromorphic semiconductors that bring artificial intelligence and machine learning capabilities directly to edge devices, reducing reliance on cloud-based processing. The company's advanced chip solutions combine deep learning with semiconductor design to create ultra-low-power, high-performance processors for deep neural networks. These processors are ideal for always-on applications in battery-powered devices such as smartphones, smart speakers, earbuds, hearing aids, and laptops, enabling the development of AI technology for sensor, voice, and video applications across a wide range of products.

CognitiveScale, Inc. is a technology company specializing in augmented intelligence software tailored for the financial services, healthcare, and digital commerce sectors. Founded in 2013 and headquartered in Austin, Texas, with additional offices in New York City, London, and Hyderabad, the company leverages its Cortex augmented intelligence platform to integrate artificial intelligence and blockchain technology into enterprise systems. CognitiveScale’s product offerings include Cortex 5 for developing AI systems, an AI marketplace for collaboration among business experts, and Cortex Certifai for managing risks in automated decision-making. Additionally, the platform supports tools such as ENGAGE for enhancing customer interactions and AMPLIFY for intelligent process automation. The company holds over 100 AI patents and has established strategic partnerships with industry leaders, including IBM and Microsoft. CognitiveScale is recognized for its commitment to responsible AI and has a significant impact on improving business processes and customer experiences for Global 500 clients worldwide.

Hunters is a cybersecurity company that specializes in developing an artificial intelligence-based platform for detecting and responding to cyber threats. Founded in 2018 and headquartered in Tel Aviv, Israel, the company offers its solution, Hunters.AI, which autonomously identifies cyberattacks that may evade traditional security measures across various IT environments, including cloud and network systems. Hunters.AI integrates diverse security telemetry and intelligence, enriching threat signals with detailed tactics, techniques, and procedures to enhance detection capabilities. By utilizing machine learning and cloud-based analytics, the platform correlates threat patterns and generates high-fidelity attack narratives, enabling cybersecurity teams to respond swiftly and effectively to potential breaches.

Outreach Inc. is a Seattle-based company that specializes in sales engagement solutions designed to enhance revenue growth by streamlining customer interactions across various channels, including email, voice, and social media. Founded in 2011, Outreach offers a platform that utilizes machine learning to automate repetitive sales tasks, optimize communication, and provide real-time insights based on buyer sentiment. Its features include account-based sales solutions, task management, and comprehensive tracking of email and activity metrics. Outreach's clientele encompasses major companies such as Zoom, Okta, Adobe, and Microsoft, which depend on its technology to improve sales efficiency and effectiveness. The company also maintains an office in London, United Kingdom.

Agolo, Inc. is a New York-based company that specializes in developing an artificial intelligence platform designed for real-time summarization of information. Founded in 2012, Agolo employs machine learning and natural language processing technologies to transform unstructured data into concise summaries, facilitating enhanced understanding and decision-making for its clients. The platform supports a variety of enterprise applications, including Generative AI, business intelligence dashboards, and search functionalities. By streamlining messy product data into an organized entity graph, Agolo enables companies to improve product quality, reduce support costs, and quickly identify emerging issues, thereby enhancing the overall customer experience.

Innovaccer Inc. is a technology company that specializes in developing analytical and data science applications primarily for the healthcare sector, along with industries such as financial services, manufacturing, and retail. The company offers a comprehensive Healthcare Intelligence Cloud that aggregates and analyzes patient data from various sources, including electronic health records and medical devices, to provide actionable insights. Its suite of solutions includes Datashop, which encompasses tools for patient care management, risk assessment in financial markets, and healthcare trend analysis. Innovaccer's platforms facilitate improved clinical workflows, care coordination, and operational efficiency by integrating functionalities for population health management and billing processes. Founded in 2012 and headquartered in Noida, India, with an office in Palo Alto, California, Innovaccer serves a diverse clientele, including academic institutions and governmental organizations, both domestically and internationally.

NetraDyne Inc. is a technology company that specializes in artificial intelligence-based fleet management solutions aimed at enhancing safety and performance in the transportation industry. Founded in 2015 and headquartered in San Diego, California, with an additional office in Bengaluru, India, the company develops an Internet of Things platform that processes visual and sensory inputs. Its flagship products include VisionPRO, an integrated safety system that captures and analyzes driving events through multiple camera angles, and Driveri, which focuses on recognizing and rewarding positive driver behavior. By leveraging advancements in camera technology, deep learning, and data analysis, NetraDyne aims to reduce accidents and improve fleet management, ultimately establishing a new standard for safe driving practices in commercial vehicles.

Cerebri AI Inc. is a technology company based in Austin, Texas, that specializes in developing software products aimed at enhancing decision-making through advanced artificial intelligence. Founded in 2015, the company offers the Cerebri Decisions platform, which utilizes cutting-edge AI infrastructure from major providers such as IBM, Microsoft, Amazon, and Google. The platform delivers "Answers-as-a-Service," addressing complex challenges in customer experience (CX) and traveler experience (TX) by processing extensive datasets in near real-time. Cerebri AI focuses on resolving intricate data engineering issues, such as reconciling corporate credit card and expense report data, while also applying AI modeling to predict customer behavior, including churn and dormancy. The company emphasizes the importance of utilizing the most current data to ensure accurate and timely decision-making. With a commitment to innovation, Cerebri AI has filed 27 patents, of which 11 have been granted, showcasing its dedication to advancing technology in its field. The company also maintains offices in Toronto, expanding its reach in the North American market.

Element AI Inc. is an artificial intelligence company based in Montreal, Canada, with an additional office in Toronto. Founded in 2016, Element AI specializes in providing AI solutions that help organizations identify opportunities for artificial intelligence and machine learning integration. The company operates an AI as a Service (AIaaS) platform, enabling businesses to launch and develop AI solutions in collaboration with large corporations. Its offerings span various industries, including insurance, banking, manufacturing, logistics, retail, and consumer packaged goods. Element AI emphasizes the operationalization of AI by delivering software products that enhance decision-making and improve business agility. The company also conducts research and development to advance AI technology and maintains partnerships with academic institutions to foster innovation. Through its systems integrator approach, Element AI assists organizations in implementing and commercializing AI solutions tailored to their specific needs.

Agolo, Inc. is a New York-based company that specializes in developing an artificial intelligence platform designed for real-time summarization of information. Founded in 2012, Agolo employs machine learning and natural language processing technologies to transform unstructured data into concise summaries, facilitating enhanced understanding and decision-making for its clients. The platform supports a variety of enterprise applications, including Generative AI, business intelligence dashboards, and search functionalities. By streamlining messy product data into an organized entity graph, Agolo enables companies to improve product quality, reduce support costs, and quickly identify emerging issues, thereby enhancing the overall customer experience.

Unravel Data Systems, Inc. is a company that specializes in enterprise-grade performance management software for big data applications. Founded in 2013 and based in Palo Alto, California, Unravel Data provides an AI-powered platform that enables users to analyze and optimize their data applications and clusters. This full-stack solution supports various big data systems, including Hadoop and Spark, and is designed for both on-premise and cloud environments. The platform enhances reliability and performance, maximizes cost savings across storage and compute resources, and boosts productivity in a self-service DataOps setting. Unravel Data serves a diverse clientele, including several Fortune 500 companies, by offering tools for monitoring, managing, and simplifying data pipelines while delivering actionable insights for performance improvement.

Outreach Inc. is a Seattle-based company that specializes in sales engagement solutions designed to enhance revenue growth by streamlining customer interactions across various channels, including email, voice, and social media. Founded in 2011, Outreach offers a platform that utilizes machine learning to automate repetitive sales tasks, optimize communication, and provide real-time insights based on buyer sentiment. Its features include account-based sales solutions, task management, and comprehensive tracking of email and activity metrics. Outreach's clientele encompasses major companies such as Zoom, Okta, Adobe, and Microsoft, which depend on its technology to improve sales efficiency and effectiveness. The company also maintains an office in London, United Kingdom.

Nautilus Labs Inc. is a technology company that specializes in developing analytical solutions for maritime transportation. Founded in 2016 and based in New York, it offers a platform that unifies and analyzes vessel data in real time, enabling operators to make informed business decisions. The platform includes features such as TrueVoyage, which provides continuous monitoring of ship performance and critical reporting values. Nautilus Labs aims to enhance fleet efficiency by applying machine learning to optimize operational performance while reducing fuel consumption. Its solutions are designed to integrate seamlessly with clients' existing workflows and are supported by change management programs to facilitate organizational adoption. The company serves various sectors within the maritime industry, including gas carriers, tankers, container ships, bulk carriers, and roll-on/roll-off vessels.

Innovaccer Inc. is a technology company that specializes in developing analytical and data science applications primarily for the healthcare sector, along with industries such as financial services, manufacturing, and retail. The company offers a comprehensive Healthcare Intelligence Cloud that aggregates and analyzes patient data from various sources, including electronic health records and medical devices, to provide actionable insights. Its suite of solutions includes Datashop, which encompasses tools for patient care management, risk assessment in financial markets, and healthcare trend analysis. Innovaccer's platforms facilitate improved clinical workflows, care coordination, and operational efficiency by integrating functionalities for population health management and billing processes. Founded in 2012 and headquartered in Noida, India, with an office in Palo Alto, California, Innovaccer serves a diverse clientele, including academic institutions and governmental organizations, both domestically and internationally.

Acerta Analytics Inc. specializes in machine intelligence solutions that analyze raw machine data to facilitate informed decision-making, particularly in the automotive sector. The company's flagship product, Acerta CHECK, employs statistical methods, data mining algorithms, and machine learning techniques to identify critical issues and anomalies in machine behavior. By assisting automotive manufacturers, including original equipment manufacturers and parts suppliers, Acerta helps improve quality control, reduce defects, and accelerate the market readiness of complex products. Additionally, the company's technology is applicable in aerospace for aircraft health management. Acerta's analytics platform empowers manufacturers to detect early signs of potential product failures, enhance root cause analysis, minimize scrap and rework, and continuously refine their processes. Founded in 2014 and based in Waterloo, Canada, Acerta is committed to transforming quality control through advanced artificial intelligence.

Syntiant specializes in developing neuromorphic semiconductors that bring artificial intelligence and machine learning capabilities directly to edge devices, reducing reliance on cloud-based processing. The company's advanced chip solutions combine deep learning with semiconductor design to create ultra-low-power, high-performance processors for deep neural networks. These processors are ideal for always-on applications in battery-powered devices such as smartphones, smart speakers, earbuds, hearing aids, and laptops, enabling the development of AI technology for sensor, voice, and video applications across a wide range of products.

NetraDyne Inc. is a technology company that specializes in artificial intelligence-based fleet management solutions aimed at enhancing safety and performance in the transportation industry. Founded in 2015 and headquartered in San Diego, California, with an additional office in Bengaluru, India, the company develops an Internet of Things platform that processes visual and sensory inputs. Its flagship products include VisionPRO, an integrated safety system that captures and analyzes driving events through multiple camera angles, and Driveri, which focuses on recognizing and rewarding positive driver behavior. By leveraging advancements in camera technology, deep learning, and data analysis, NetraDyne aims to reduce accidents and improve fleet management, ultimately establishing a new standard for safe driving practices in commercial vehicles.

Zencity is a government technology company that specializes in community engagement solutions for local governments. Founded in 2016 and headquartered in New York City and Tel Aviv, Zencity provides a platform that enables government agencies to collect, analyze, and act on feedback from residents. The platform offers a suite of tools designed to gather comprehensive community input through various online and offline channels. By utilizing advanced AI and machine learning, Zencity transforms millions of feedback points into reliable, actionable insights. This empowers over 300 government agencies, including those in major cities like Los Angeles and Chicago, to prioritize their resources effectively, improve service delivery, and foster deeper connections with their communities, ultimately enhancing public trust.

Cerebri AI Inc. is a technology company based in Austin, Texas, that specializes in developing software products aimed at enhancing decision-making through advanced artificial intelligence. Founded in 2015, the company offers the Cerebri Decisions platform, which utilizes cutting-edge AI infrastructure from major providers such as IBM, Microsoft, Amazon, and Google. The platform delivers "Answers-as-a-Service," addressing complex challenges in customer experience (CX) and traveler experience (TX) by processing extensive datasets in near real-time. Cerebri AI focuses on resolving intricate data engineering issues, such as reconciling corporate credit card and expense report data, while also applying AI modeling to predict customer behavior, including churn and dormancy. The company emphasizes the importance of utilizing the most current data to ensure accurate and timely decision-making. With a commitment to innovation, Cerebri AI has filed 27 patents, of which 11 have been granted, showcasing its dedication to advancing technology in its field. The company also maintains offices in Toronto, expanding its reach in the North American market.

Outreach Inc. is a Seattle-based company that specializes in sales engagement solutions designed to enhance revenue growth by streamlining customer interactions across various channels, including email, voice, and social media. Founded in 2011, Outreach offers a platform that utilizes machine learning to automate repetitive sales tasks, optimize communication, and provide real-time insights based on buyer sentiment. Its features include account-based sales solutions, task management, and comprehensive tracking of email and activity metrics. Outreach's clientele encompasses major companies such as Zoom, Okta, Adobe, and Microsoft, which depend on its technology to improve sales efficiency and effectiveness. The company also maintains an office in London, United Kingdom.

Zencity is a government technology company that specializes in community engagement solutions for local governments. Founded in 2016 and headquartered in New York City and Tel Aviv, Zencity provides a platform that enables government agencies to collect, analyze, and act on feedback from residents. The platform offers a suite of tools designed to gather comprehensive community input through various online and offline channels. By utilizing advanced AI and machine learning, Zencity transforms millions of feedback points into reliable, actionable insights. This empowers over 300 government agencies, including those in major cities like Los Angeles and Chicago, to prioritize their resources effectively, improve service delivery, and foster deeper connections with their communities, ultimately enhancing public trust.

Envisagenics, Inc. is a bioinformatics company founded in 2013 and headquartered in Huntington, New York. The company specializes in RNA therapeutics and aims to simplify complex biomedical data to expedite the development of innovative therapeutic solutions. Envisagenics leverages its advanced analytics platform, SpliceCore, which utilizes artificial intelligence and machine learning to analyze RNA sequencing data. This cloud-based platform enables researchers to identify splicing errors linked to various diseases, including genetic disorders and cancers, and to discover potential drug targets and biomarkers. By streamlining the drug discovery process through computational simulations, Envisagenics significantly reduces the time, cost, and risks associated with drug development, thereby facilitating partnerships with biopharmaceutical companies to advance RNA-based therapies.

CognitiveScale, Inc. is a technology company specializing in augmented intelligence software tailored for the financial services, healthcare, and digital commerce sectors. Founded in 2013 and headquartered in Austin, Texas, with additional offices in New York City, London, and Hyderabad, the company leverages its Cortex augmented intelligence platform to integrate artificial intelligence and blockchain technology into enterprise systems. CognitiveScale’s product offerings include Cortex 5 for developing AI systems, an AI marketplace for collaboration among business experts, and Cortex Certifai for managing risks in automated decision-making. Additionally, the platform supports tools such as ENGAGE for enhancing customer interactions and AMPLIFY for intelligent process automation. The company holds over 100 AI patents and has established strategic partnerships with industry leaders, including IBM and Microsoft. CognitiveScale is recognized for its commitment to responsible AI and has a significant impact on improving business processes and customer experiences for Global 500 clients worldwide.

Unravel Data Systems, Inc. is a company that specializes in enterprise-grade performance management software for big data applications. Founded in 2013 and based in Palo Alto, California, Unravel Data provides an AI-powered platform that enables users to analyze and optimize their data applications and clusters. This full-stack solution supports various big data systems, including Hadoop and Spark, and is designed for both on-premise and cloud environments. The platform enhances reliability and performance, maximizes cost savings across storage and compute resources, and boosts productivity in a self-service DataOps setting. Unravel Data serves a diverse clientele, including several Fortune 500 companies, by offering tools for monitoring, managing, and simplifying data pipelines while delivering actionable insights for performance improvement.

Element AI Inc. is an artificial intelligence company based in Montreal, Canada, with an additional office in Toronto. Founded in 2016, Element AI specializes in providing AI solutions that help organizations identify opportunities for artificial intelligence and machine learning integration. The company operates an AI as a Service (AIaaS) platform, enabling businesses to launch and develop AI solutions in collaboration with large corporations. Its offerings span various industries, including insurance, banking, manufacturing, logistics, retail, and consumer packaged goods. Element AI emphasizes the operationalization of AI by delivering software products that enhance decision-making and improve business agility. The company also conducts research and development to advance AI technology and maintains partnerships with academic institutions to foster innovation. Through its systems integrator approach, Element AI assists organizations in implementing and commercializing AI solutions tailored to their specific needs.

CognitiveScale, Inc. is a technology company specializing in augmented intelligence software tailored for the financial services, healthcare, and digital commerce sectors. Founded in 2013 and headquartered in Austin, Texas, with additional offices in New York City, London, and Hyderabad, the company leverages its Cortex augmented intelligence platform to integrate artificial intelligence and blockchain technology into enterprise systems. CognitiveScale’s product offerings include Cortex 5 for developing AI systems, an AI marketplace for collaboration among business experts, and Cortex Certifai for managing risks in automated decision-making. Additionally, the platform supports tools such as ENGAGE for enhancing customer interactions and AMPLIFY for intelligent process automation. The company holds over 100 AI patents and has established strategic partnerships with industry leaders, including IBM and Microsoft. CognitiveScale is recognized for its commitment to responsible AI and has a significant impact on improving business processes and customer experiences for Global 500 clients worldwide.

Figure Eight Inc. is a developer of a human-in-the-loop machine learning platform that specializes in generating customized training data from various data types, including text, images, audio, and video. Founded in 2007 and headquartered in San Francisco, California, the company provides machine learning-assisted annotation solutions that cater to a wide array of applications such as autonomous vehicles, natural language processing, computer vision, and intelligent chatbots. The platform supports diverse industries, including automotive, healthcare, retail, and technology, and has produced over 10 billion training data labels to enhance real-world AI applications. By automating data annotation processes, Figure Eight enables data science teams to improve outcomes in sentiment analysis, search relevance, and data classification.

Outreach Inc. is a Seattle-based company that specializes in sales engagement solutions designed to enhance revenue growth by streamlining customer interactions across various channels, including email, voice, and social media. Founded in 2011, Outreach offers a platform that utilizes machine learning to automate repetitive sales tasks, optimize communication, and provide real-time insights based on buyer sentiment. Its features include account-based sales solutions, task management, and comprehensive tracking of email and activity metrics. Outreach's clientele encompasses major companies such as Zoom, Okta, Adobe, and Microsoft, which depend on its technology to improve sales efficiency and effectiveness. The company also maintains an office in London, United Kingdom.

Agolo, Inc. is a New York-based company that specializes in developing an artificial intelligence platform designed for real-time summarization of information. Founded in 2012, Agolo employs machine learning and natural language processing technologies to transform unstructured data into concise summaries, facilitating enhanced understanding and decision-making for its clients. The platform supports a variety of enterprise applications, including Generative AI, business intelligence dashboards, and search functionalities. By streamlining messy product data into an organized entity graph, Agolo enables companies to improve product quality, reduce support costs, and quickly identify emerging issues, thereby enhancing the overall customer experience.

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

Prevedere is a predictive analytics company based in Columbus, Ohio, with an additional office in Sunnyvale, California. Founded in 2012, the company specializes in developing business performance forecasting software that helps leaders make informed decisions by providing real-time insights into future business performance. Prevedere's platform tracks and manages economic, environmental, and consumer behavior data to identify leading indicators for company revenues, profits, and individual products. The company offers a range of solutions, including predictive marketing analytics, financial forecasting intelligence, demand planning, and sales planning. Additionally, Prevedere provides industry outlook reports, Chinese consumer behavior data, and predictive insights, along with economic consulting, data science, and training services.

Element AI Inc. is an artificial intelligence company based in Montreal, Canada, with an additional office in Toronto. Founded in 2016, Element AI specializes in providing AI solutions that help organizations identify opportunities for artificial intelligence and machine learning integration. The company operates an AI as a Service (AIaaS) platform, enabling businesses to launch and develop AI solutions in collaboration with large corporations. Its offerings span various industries, including insurance, banking, manufacturing, logistics, retail, and consumer packaged goods. Element AI emphasizes the operationalization of AI by delivering software products that enhance decision-making and improve business agility. The company also conducts research and development to advance AI technology and maintains partnerships with academic institutions to foster innovation. Through its systems integrator approach, Element AI assists organizations in implementing and commercializing AI solutions tailored to their specific needs.

CognitiveScale, Inc. is a technology company specializing in augmented intelligence software tailored for the financial services, healthcare, and digital commerce sectors. Founded in 2013 and headquartered in Austin, Texas, with additional offices in New York City, London, and Hyderabad, the company leverages its Cortex augmented intelligence platform to integrate artificial intelligence and blockchain technology into enterprise systems. CognitiveScale’s product offerings include Cortex 5 for developing AI systems, an AI marketplace for collaboration among business experts, and Cortex Certifai for managing risks in automated decision-making. Additionally, the platform supports tools such as ENGAGE for enhancing customer interactions and AMPLIFY for intelligent process automation. The company holds over 100 AI patents and has established strategic partnerships with industry leaders, including IBM and Microsoft. CognitiveScale is recognized for its commitment to responsible AI and has a significant impact on improving business processes and customer experiences for Global 500 clients worldwide.

Outreach Inc. is a Seattle-based company that specializes in sales engagement solutions designed to enhance revenue growth by streamlining customer interactions across various channels, including email, voice, and social media. Founded in 2011, Outreach offers a platform that utilizes machine learning to automate repetitive sales tasks, optimize communication, and provide real-time insights based on buyer sentiment. Its features include account-based sales solutions, task management, and comprehensive tracking of email and activity metrics. Outreach's clientele encompasses major companies such as Zoom, Okta, Adobe, and Microsoft, which depend on its technology to improve sales efficiency and effectiveness. The company also maintains an office in London, United Kingdom.

Comfy is a developer of a workplace platform that connects people, places, and systems through an intuitive application. The company leverages expertise in machine learning and user experience design to enhance workplace interactions and improve overall employee satisfaction. Comfy's cloud-enabled platform provides features such as space analytics, solutions for flexible working models, remote work options, and employee safety protocols. By offering these tools, Comfy helps businesses address workplace challenges, optimize productivity, and achieve cost savings, ultimately fostering better relationships between employees and their work environments.

Figure Eight Inc. is a developer of a human-in-the-loop machine learning platform that specializes in generating customized training data from various data types, including text, images, audio, and video. Founded in 2007 and headquartered in San Francisco, California, the company provides machine learning-assisted annotation solutions that cater to a wide array of applications such as autonomous vehicles, natural language processing, computer vision, and intelligent chatbots. The platform supports diverse industries, including automotive, healthcare, retail, and technology, and has produced over 10 billion training data labels to enhance real-world AI applications. By automating data annotation processes, Figure Eight enables data science teams to improve outcomes in sentiment analysis, search relevance, and data classification.