National Science Foundation

EYSZ is a digital health software company based in Piedmont, California, founded in 2018. It specializes in detection algorithms that utilize oculometric and facial biometric data to reliably detect seizures and assist in the diagnosis and management of brain disorders, including epilepsy, ADHD, and depression. By employing machine learning techniques, EYSZ's software not only detects seizures but also predicts their occurrence. The platform is designed to interface and integrate with various eye-tracking systems, such as smart glasses, and therapeutic devices like neuromodulation tools, thereby enhancing the ability of clinicians to monitor and manage the neurological health of their patients effectively.

Moshion is a technology company specializing in healthcare workflow optimization, specifically targeting the nursing shortage. It employs 3D image sensors, preserving patient privacy, to gather movement data, which is then analyzed using machine learning models. Moshion's primary focus is to prevent pressure injuries in bedridden patients by monitoring and optimizing patient turning protocols. The platform tracks adherence to these protocols, provides personalized turn schedules, sends reminders to nurses, and automates documentation. This data-driven approach aims to enhance patient care, improve nursing efficiency, and reduce the risk of life-threatening events.

Mcity is an autonomous vehicle research center located on the University of Michigan campus in Ann Arbor, Michigan. It serves as a unique urban test facility that facilitates collaboration among industry, government, and academia to enhance transportation safety, sustainability, and accessibility. Mcity combines early-stage research with real-world testing and on-road vehicle deployments to validate and advance new technologies in the mobility sector. The center is staffed by renowned researchers and aims to contribute to the development of safer and more efficient transportation systems for the benefit of society.

Atom Bioworks focuses on developing a pattern-recognition enabled platform that combines DNA, antibody mimics, and advanced computational techniques for the detection and treatment of infectious diseases and cancer. The platform utilizes computational biology, quantum chemistry, software, and machine learning to identify specific surface protein patterns associated with diseases. By creating corresponding pattern-matching constructs, Atom Bioworks aims to enhance researchers' capabilities in early diagnosis and therapeutic interventions, ultimately improving medical applications in the fight against infectious diseases and cancer.

Scopi Medical is a healthcare technology company specializing in next-generation medical optical imaging. It provides a hardware platform and advanced AI/ML software to enable accurate, early detection and interpretation of conditions, directly at primary care clinics. The company's innovative technology allows practitioners, with the aid of remote specialists, to visualize and treat areas of concern, such as chronic nasal conditions like rhinosinusitis, safely and efficiently.

BrilliantMD specializes in claims management services tailored for the healthcare sector, focusing on enhancing transparency in healthcare data and the claims process. The company has developed a software solution that addresses issues related to claims denials by leveraging advanced technologies such as artificial intelligence, machine learning, and blockchain. This innovative approach aims to provide users with valuable insights and data-driven decision-making capabilities, ultimately helping healthcare organizations improve revenue and streamline their operations.

Pyte is a provider of secure data collaboration solutions that enables enterprises to share and utilize data while preserving confidentiality throughout the data lifecycle. The company’s innovative technology allows for computations on encrypted data without the need for decryption, facilitating seamless data access across various cloud environments and jurisdictions. This capability ensures compliance with privacy regulations and reduces the risk of data breaches. Pyte's platform supports diverse applications, from co-marketing to drug discovery and fraud detection, empowering businesses to collaborate effectively while safeguarding sensitive information. Founded by experts in secure computation, Pyte's team includes individuals with extensive academic backgrounds and accolades in the field.

Qualia Oto is a biomedical device company established in 2017 in Dallas, Texas, specializing in advanced cochlear implant technology aimed at improving the lives of individuals with hearing impairments. The company focuses on developing innovative devices that incorporate shape-changing polymers and matrix-addressed electrode arrays, which facilitate higher channel counts in cochlear implants and auditory brainstem implants. This technology allows for more precise stimulation of the auditory nerve, potentially leading to enhanced hearing capabilities. Qualia Oto's commitment to integrating machine learning into its stimulation techniques further aims to refine auditory experiences for users, addressing both medical and personal hearing needs.

ViQi offers software-as-a-service solutions for scientific image analysis, catering to various sectors including life sciences, construction, and agriculture. The platform enables users to customize services for data storage and analysis through a straightforward subscription model. ViQi specializes in custom image processing and informatics, providing tools such as bio-image semantic queries, module development, and assistance with intranet deployment. This allows clients to efficiently view, investigate, share, and store complex data and images, facilitating swift results and discoveries in their respective fields.

Blockalytics specializes in industrial analytics for Internet of Things (IoT) edge applications, offering a platform that extracts insights from various data sources without the need to move the data. This approach simplifies the analytics process, cuts cloud costs, and ensures data ownership remains intact. By eliminating reliance on cloud infrastructure or central servers, Blockalytics significantly reduces latency, allowing for more efficient data processing. The company's technology enables industrial sectors to enhance their operations and decision-making capabilities through advanced analytics and machine learning.

OT App Design specializes in developing machine learning-based assessment tools aimed at evaluating handwriting proficiency and cognitive skills in students, particularly those in grade six. The company's innovative screening tool utilizes advanced algorithms to identify potential motor and cognitive delays, providing educators and parents with valuable insights into individual student needs. By focusing on the early detection of deficits, OT App Design enhances the educational experience, enabling targeted interventions that support the development of essential skills. This research and development initiative is dedicated to improving the assessment practices within educational settings, ultimately fostering better outcomes for students.

Ai-Ris offers automated retinal examinations for primary care. Their retinal imaging system allows general practitioners to screen for diabetic retinopathy without the presence of a specialist. This system consists of a portable headset that uses machine learning algorithms to classify images of the retina of patients without dilating their pupils.

FuturesTHRIVE specializes in an AI-driven platform aimed at enhancing pediatric mental health care. The company's technology leverages artificial intelligence, sentiment analysis, and machine learning to establish a mental health baseline, enabling healthcare providers and families to gain insights into a child's mental health characteristics. This innovative approach facilitates the early identification of mental health conditions and risk factors among children, thereby supporting timely interventions. By focusing on the unique mental health needs of youth, FuturesTHRIVE addresses the growing concerns surrounding children's mental well-being and promotes proactive monitoring and support.

Alienbyte specializes in providing medical images and corresponding labels essential for the advanced analysis of human and animal anatomy, as well as for training artificial intelligence algorithms. The company has developed a web application that features a user-friendly interface and tools for annotating three-dimensional tomographic images. By incorporating artificial intelligence and algorithmic techniques, Alienbyte enhances the efficiency of the labeling process, thereby increasing the utility of medical images for researchers, healthcare professionals, and patients. This focus on innovative labeling solutions positions Alienbyte as a valuable resource in the medical imaging field.

Anomalee is a technology company that specializes in safety and security applications through the use of advanced machine learning and artificial intelligence. The company has developed a platform that employs deep learning techniques, certified against Trojans, and utilizes cluster-based anomaly detection to address critical real-world challenges. Anomalee's technology is designed to safeguard artificial intelligence systems and networks across various industries, ensuring the security of data and systems for its clients. By focusing on innovative solutions, Anomalee aims to enhance the protection of vital digital infrastructure.

Optimizing Mind is a third-wave artificial intelligence company that focuses on integrating neuroscience with computer science. It develops software solutions that facilitate the creation, development, and debugging of machine learning challenges. By offering a fast and transparent approach, Optimizing Mind enables clients to design personalized networks that mimic human-like understanding and thinking patterns. The company's emphasis on explainable and continual learning distinguishes its offerings, allowing users to optimize their AI applications effectively.

Pyte is a provider of secure data collaboration solutions that enables enterprises to share and utilize data while preserving confidentiality throughout the data lifecycle. The company’s innovative technology allows for computations on encrypted data without the need for decryption, facilitating seamless data access across various cloud environments and jurisdictions. This capability ensures compliance with privacy regulations and reduces the risk of data breaches. Pyte's platform supports diverse applications, from co-marketing to drug discovery and fraud detection, empowering businesses to collaborate effectively while safeguarding sensitive information. Founded by experts in secure computation, Pyte's team includes individuals with extensive academic backgrounds and accolades in the field.

Orion Labs uses an intelligent microgrid concept that uses machine learning, a modular system of lithium-ion battery-powered pods, and advanced machine learning techniques to help mobile robots become smarter, enabling users to get an interdisciplinary approach to problem-solving.

Founded in 2020, Distributed Spectrum is a defense technology company that specializes in signal processing, machine learning, and embedded systems. The company develops software and sensors designed to enhance understanding of critical radio signals for various missions. Its spectrum monitoring systems provide essential situational awareness and actionable alerts, offering capabilities such as passive signature detection and signal analysis. These products enable users to comprehend the radio spectrum in their vicinity and effectively identify and track signals across diverse environments.

EYSZ is a digital health software company based in Piedmont, California, founded in 2018. It specializes in detection algorithms that utilize oculometric and facial biometric data to reliably detect seizures and assist in the diagnosis and management of brain disorders, including epilepsy, ADHD, and depression. By employing machine learning techniques, EYSZ's software not only detects seizures but also predicts their occurrence. The platform is designed to interface and integrate with various eye-tracking systems, such as smart glasses, and therapeutic devices like neuromodulation tools, thereby enhancing the ability of clinicians to monitor and manage the neurological health of their patients effectively.

TQIntelligence, Inc. operates a platform that measures emotional distress severity through voice-based artificial intelligence technology. Founded in 2016 and headquartered in Atlanta, Georgia, the company integrates various data sources to provide cognitive insights into risk stratification, treatment outcomes, and personalized behavioral health interventions. Its key products include TQ-Intelligence, which utilizes voice and speech analytics alongside psychometrically sound instruments, and TQ Analytics, which leverages existing electronic medical record data to deliver actionable insights. TQIntelligence's machine learning analytics and real-time prediction capabilities support therapists in diagnosing mental health issues, particularly for children and adolescents, including those from BIPOC and LGBTQ communities. By focusing on voice biomarkers, the company aims to enhance treatment planning and reduce care costs while improving outcomes in the behavioral healthcare sector.

Lambda Function specializes in industrial automation software that enhances autonomous precision manufacturing. The company's software integrates advanced analytics and physics-based machine learning with real-time process parameter data from CNC machines and contextual data from Computer-Aided Design (CAD) and Computer-Aided Manufacturing (CAM) systems. This comprehensive approach supports effective decision-making in manufacturing engineering and operations. By leveraging these technologies, Lambda Function enables machine shops to boost productivity and improve machining autonomy, ultimately facilitating more efficient manufacturing processes.

GrayMatter Robotics specializes in addressing complex surface treatment and finishing challenges encountered by manufacturers with high-mix, high-variability production needs. The company develops advanced robotics equipped with proprietary artificial intelligence, which are integrated into smart robotic cells. These systems are designed to assist human operators in performing tedious and ergonomically challenging tasks, thereby enhancing operational efficiency and productivity. By leveraging its innovative technologies, GrayMatter Robotics aims to streamline manufacturing processes, making them more effective and user-friendly for clients in various industries.

Owl Autonomous Imaging, Inc. is a technology company based in Fairport, New York, founded in 2018. The company specializes in developing advanced imaging solutions, including a two-color infrared camera for the US Air Force and a 4D-camera that integrates 1550nm Flash-LiDAR and thermal imaging within a single solid-state megapixel focal plane. These innovations are aimed at enhancing safety in the automotive mobility sector, particularly for advanced driver assistance systems (ADAS) and autonomous vehicles. Their proprietary Monocular 3D Thermal Ranging™ technology employs optical fusion and deep learning techniques to generate dense range maps from heat signatures without the need for additional illumination. Co-founder Chuck Gershman brings over 30 years of experience in the semiconductor industry, having held leadership roles in multiple startups, three of which he led to successful acquisitions.

Etalyc is a provider of cloud-based software designed to enhance traffic operations by leveraging advanced technologies such as the Internet of Things, machine learning, and big data analytics. The company's platform integrates data from various sources, including road sensors, GPS, cameras, and even weather and social media inputs, to create a comprehensive map of traffic patterns. This innovative approach allows traffic operators to efficiently monitor infrastructure, optimize traffic flow, and address issues related to congestion and emissions. By utilizing modern technology, Etalyc aims to improve overall traffic management and enhance the efficiency of transportation systems.

Capti Voice is an accessible reading platform dedicated to supporting struggling readers in enhancing their comprehension and reading skills. Founded in 2006 and based in Stony Brook, New York, the company offers a personalized reading support tool that harnesses machine learning, artificial intelligence, and natural language processing. This innovative platform provides features such as adaptive vocabulary games, contextual translation, and language detection, allowing users to engage with text in an interactive and inclusive manner. Capti Voice aims to make reading more accessible for individuals facing learning disabilities, ultimately fostering improved literacy outcomes.

Lucendi is a developer of AI-enabled smart measurement platforms focused on micro-object detection and characterization. The company leverages advanced technologies such as computational microscopy and holographic imaging, combined with innovative image processing, big data analytics, and machine learning. This expertise allows Lucendi to provide clients with versatile applications that enhance efficiency and reduce costs. In addition to its measurement platforms, Lucendi also offers a range of products including lighting, electrical materials, solar energy systems, and electrical socket solutions.

Maijker Corp specializes in the commercialization of advanced AI and sensor technology research. The company focuses on developing innovative solutions to address specific challenges within the manufacturing sector. By collaborating with manufacturing firms, universities, and development partners, Maijker translates cutting-edge research into practical applications that enhance industrial processes. Their work aims to create smart manufacturing systems and services, enabling companies to improve efficiency and effectiveness in their operations.

KovaDx focuses on improving healthcare access for individuals suffering from Sickle Cell Disease and other hemolytic anemias through an innovative point-of-care solution. The company has developed a health monitoring tool that utilizes Quantitative Phase Imaging and deep learning technology to provide affordable and easy-to-use diagnostics. This system is designed to bridge gaps in care for blood diseases, enabling better management of blood health. By offering a diagnostic and monitoring device, KovaDx aims to enhance the understanding of treatment impacts and improve patient outcomes. Ultimately, the company seeks to support individuals with Sickle Cell Disease in enhancing their overall prognosis and quality of life.

InsightFinder Inc. specializes in machine learning technology solutions tailored for information technology operational data. Founded in 2015 and based in Brooklyn, New York, the company offers various tools, including a metric intelligence engine for automatic anomaly detection, a log intelligence engine for real-time keyword extraction, and an alert intelligence engine designed to minimize alert fatigue by suppressing duplicate notifications. Additionally, InsightFinder provides an APM intelligence engine that identifies issues in both proprietary and third-party applications. Utilizing patented unsupervised machine learning algorithms, InsightFinder addresses complex challenges in enterprise AI and IT management, enabling organizations to automatically identify, diagnose, and remediate issues such as model drift and application failures. By focusing on predictive analytics and automated root cause analysis, InsightFinder supports large-scale AI platforms and IT infrastructures in preventing outages and enhancing overall performance.

Contextualize specializes in developing tools and technology that facilitate the capture and sharing of expertise within organizations. By utilizing mathematical descriptions of complex phenomena and advanced machine learning models, the company enables clients to extract meaningful insights from vast amounts of data. This approach transforms organizational knowledge into actionable information, making it accessible and usable for various stakeholders. Through its platform, Contextualize empowers businesses to harness the full potential of their internal expertise, enhancing decision-making and operational efficiency.

Innsightful offers a comprehensive digital health solution aimed at managing and alleviating mental health challenges, particularly for students. The company develops wearable devices that monitor and detect symptoms of anxiety and stress, utilizing artificial intelligence and machine learning to provide automated, early detection of heightened stress levels. These devices integrate biometrics to give users personalized insights, fostering a deeper understanding of their mental health. Additionally, Innsightful facilitates access to therapists for tailored recommendations and progress assessments, transforming how individuals approach their mental well-being.

Claudius Legal Intelligence is a developer of a legal research assistance platform that utilizes artificial intelligence, specifically natural language processing and machine learning, to streamline the handling of new legal cases. The platform is designed to identify key legal issues and assess the value of cases, providing attorneys with data-driven insights that enhance early case assessment and optimize settlement decisions. By automating the case intake process, Claudius reduces costs and improves efficiency, allowing legal professionals to focus on the most impactful cases. The company has been recognized for its innovative approach, participating in prestigious incubators such as the Princeton University Keller Center eLab and the Duke Law School Tech Lab Accelerator, and is also an NSF Innovation Corps invention.

DrivenData focuses on leveraging data science and crowdsourcing to address significant social challenges. The company organizes online challenges, typically lasting 2-3 months, where a global community of data scientists competes to develop effective statistical models for complex predictive problems. In addition to these competitions, DrivenData offers services that include comprehensive data assessment, predictive modeling, statistical analysis, and rapid development and prototyping. By connecting mission-driven organizations with skilled data scientists, DrivenData aims to empower these organizations to make impactful decisions based on their data.

DeepBits is a technology company specializing in cybersecurity solutions. It organizes and indexes the world's binary code to swiftly identify vulnerabilities and malware in various devices, including computers, mobile phones, and IoT devices. Backed by extensive research funded by the National Science Foundation and Department of Defense, DeepBits' AI-driven tools generate Software Bill of Materials (SBOM), detect vulnerabilities, and ensure software supply chain security compliance. The company's platform disassembles and analyzes binary files to accurately pinpoint threats, enabling businesses to mitigate risks and reduce cybersecurity expenditure.

Summary Analytics, Inc. is a Seattle-based company founded in 2017, specializing in artificial intelligence and machine learning technologies. The company develops a data analytics platform designed to address inefficiencies in data management by minimizing redundancies. By employing advanced algorithms and submodular optimization techniques, Summary Analytics enables organizations to extract valuable insights from large datasets more efficiently and cost-effectively. This innovative approach allows businesses to achieve better data insights and knowledge extraction in reduced time frames, enhancing overall decision-making processes.

NeuroTechR3 is a biomedical device and digital health start-up that focuses on developing affordable rehabilitation technologies to enhance upper extremity function for individuals affected by brain injuries, including stroke and cerebral palsy. The company's flagship innovation, R3THATM, leverages machine learning and cloud technology to enable personalized telerehabilitation through engaging exergames designed to foster neuroplasticity. This system includes features such as motion tracking, analytics, and real-time biofeedback, which help clinicians provide high-quality, efficient care while improving patient recovery outcomes. Founded in 2020 by a team of four women, NeuroTechR3 emerged from the New Jersey Institute of Technology and Rutgers University, and operates from locations in Newark, NJ, and Philadelphia, PA. The company's expertise lies in biomedical engineering and computer science, positioning it to address the needs of the rehabilitation industry effectively. By advancing rehabilitation devices and machine learning-driven technologies, NeuroTechR3 aims to transform healthcare and make rehabilitation more accessible and sustainable for individuals with various impairments.

Semiotic AI is a company that specializes in encrypted computing services utilizing Fully Homomorphic Encryption (FHE) to enhance data security and privacy in cloud environments. By allowing organizations to perform data analytics on sensitive information without compromising its integrity, Semiotic AI addresses critical concerns related to data protection. The company's technology also safeguards proprietary models by encrypting them prior to deployment. Founded in 2020 and headquartered in Los Altos, California, Semiotic AI aims to play a significant role in the evolving landscape of cloud computing, artificial intelligence, and emerging technologies. In addition, the company develops automated decision-making tools that leverage AI and cryptography to facilitate decentralized markets on the blockchain, enhancing price efficiency and usability for businesses and consumers alike. The founders bring extensive experience in cryptography and AI, positioning Semiotic AI as a key player in the future of secure data management.

DeepCast is a Houston-based startup established in 2017 that specializes in providing advanced modeling tools for the industrial sector through its software-as-a-service platform. The company develops a digital transformation toolkit designed to automate forecasting and optimization workflows, facilitating the integration of human intelligence with physics-based models and sophisticated machine learning algorithms. By effectively combining industrial domain knowledge with cutting-edge AI technology, DeepCast empowers organizations to enhance productivity and uncover new business opportunities, positioning itself as a key player in the digital transformation landscape for industries.

Dasion is a machine learning software company focused on advancing healthcare through the application of artificial intelligence and geometric unified machine learning. The company develops technologies aimed at improving medical diagnosis, specifically utilizing EEG and x-ray technologies. By providing innovative solutions, Dasion enables clients in the medical field to access effective machine learning tools that enhance the quality of healthcare services and diagnostics.

NeuroTechR3 is a biomedical device and digital health start-up that focuses on developing affordable rehabilitation technologies to enhance upper extremity function for individuals affected by brain injuries, including stroke and cerebral palsy. The company's flagship innovation, R3THATM, leverages machine learning and cloud technology to enable personalized telerehabilitation through engaging exergames designed to foster neuroplasticity. This system includes features such as motion tracking, analytics, and real-time biofeedback, which help clinicians provide high-quality, efficient care while improving patient recovery outcomes. Founded in 2020 by a team of four women, NeuroTechR3 emerged from the New Jersey Institute of Technology and Rutgers University, and operates from locations in Newark, NJ, and Philadelphia, PA. The company's expertise lies in biomedical engineering and computer science, positioning it to address the needs of the rehabilitation industry effectively. By advancing rehabilitation devices and machine learning-driven technologies, NeuroTechR3 aims to transform healthcare and make rehabilitation more accessible and sustainable for individuals with various impairments.

Talus Bio is a biotech startup focused on drug discovery, particularly in the development of therapies targeting gene regulators for cancer treatment. The company utilizes a data-enabled platform that combines functional proteomics, automated biology, and machine learning to address the challenges associated with cancer transcription factors. Its proprietary MARMOT platform employs advanced techniques such as AI, quantitative proteomics, synthetic chemistry, and computational biology to design and analyze small-molecule drugs and proteins. This innovative approach aims to enhance drug development processes in the oncology sector, facilitating advancements in gene regulation and contributing to more effective cancer therapies.

AG350 is a server management and maintenance platform that specializes in providing educational services to students. Its primary offering is an assignment analytics platform that automates the grading process and delivers feedback using machine learning technology. This platform focuses on computer architecture and hardware programming, helping students identify common coding pitfalls while also offering intelligent auto-suggestions. By streamlining assignment management, AG350 allows educators to concentrate on teaching rather than administrative tasks, enhancing the overall educational experience.

Oncospace, Inc. is a medical technology company founded in 2018 and based in Baltimore, Maryland, specializing in personalized medicine for radiation oncology. It has developed an AI-powered platform that leverages clinical treatment data to create optimized treatment plans tailored to individual patients. This platform aims to enhance patient outcomes by minimizing side effects and improving the overall quality of life. Through the use of machine learning, Oncospace's technology establishes best-practice dosimetric goals, facilitating better planning and evaluation in radiation therapy. The company focuses on fostering collaborative relationships within the medical community, thereby advancing the field of radiation oncology.

Atlas AI develops business analytics software aimed at monitoring economic development drivers in emerging markets. The company's technology generates reliable socioeconomic estimates, covering aspects such as land under cultivation, staple crop productivity, household asset wealth and consumption, as well as access to essential infrastructure like power and transportation. By leveraging advanced machine learning techniques and deep expertise in emerging markets, Atlas AI enables organizations to effectively allocate resources and monitor high-stakes investments and development programs, including infrastructure initiatives and market expansion efforts. The company is currently focusing on constructing these models for Sub-Saharan Africa, with the intention of scaling its solutions globally.

NanoInnovations is a research and development company established in 2014 and based in Sugar Land, Texas. It focuses on the commercialization of smart nanosensors integrated with machine learning technologies for healthcare analytics. The company's innovative platform utilizes bio-fluids, including sweat and saliva, to provide valuable insights for managing conditions such as diabetes and heart failure. By delivering real-time information, NanoInnovations aims to enhance patient care and improve healthcare management, empowering clients to make informed decisions in their medical practices.

ClimateAI, Inc. is an enterprise climate platform established in 2017 and headquartered in San Francisco, California. The company specializes in providing cloud-based software solutions that help businesses assess and adapt to physical climate risks. Its platform utilizes a climate decision engine and open-source satellite imagery, applying statistical analysis and machine learning techniques to deliver insights for various sectors, including agriculture, energy, construction, and asset management. By enabling users to make informed decisions regarding risk management and investment valuations, ClimateAI aims to climate-proof the global economy, thereby minimizing losses to lives, livelihoods, and the environment.

Solvus Global specializes in advanced technology solutions for the materials and manufacturing industries, focusing on additive manufacturing, machine learning, and sustainable materials processing. The company offers a unique online platform for purchasing quality-controlled, custom-processed powders tailored for cold spray and additive manufacturing, adhering to stringent quality standards. Solvus Global also integrates customized data management systems into manufacturing cells, allowing clients to achieve real-time, secure cloud synchronization. This capability enables the implementation of machine learning-powered feedback controls, enhancing process performance and efficiency. With its expertise, Solvus Global is well-equipped to provide tailored solutions that improve manufacturing capabilities and foster growth for its clients.

Dascena, Inc. is a healthcare technology company based in Oakland, California, that specializes in developing machine learning algorithms aimed at enhancing patient care and early disease intervention. Founded in 2018, Dascena focuses on creating algorithmic software that processes electronic health record data to predict critical conditions such as acute decompensation, sepsis, and acute kidney injury. By leveraging extensive clinical research, the company provides tools that support clinical decision-making, facilitate point-of-care diagnostics, and serve as biopharma companion diagnostics. Dascena's innovations address significant unmet healthcare needs, ultimately aiming to improve care outcomes and save lives through timely and accurate interventions.

Behaivior LLC is a digital health company based in Pittsburgh, Pennsylvania, focused on predicting and preventing addiction relapses through innovative technology. Founded in 2017, Behaivior develops a platform that combines wearable devices and machine learning algorithms to monitor key physiological signals such as heart rate and motion. This system, known as Recovery, is designed to support mental health recovery and wellness by delivering timely interventions based on real-time data. By utilizing a software-as-a-service (SaaS) model, Behaivior empowers individuals to maintain their recovery process while enabling care providers to better assist their clients. The integration of AI and behavioral health technology allows Behaivior to recognize patterns in human behavior, ultimately aiming to enhance mental well-being and reduce the incidence of crises, including relapse.

ViQi offers software-as-a-service solutions for scientific image analysis, catering to various sectors including life sciences, construction, and agriculture. The platform enables users to customize services for data storage and analysis through a straightforward subscription model. ViQi specializes in custom image processing and informatics, providing tools such as bio-image semantic queries, module development, and assistance with intranet deployment. This allows clients to efficiently view, investigate, share, and store complex data and images, facilitating swift results and discoveries in their respective fields.

BadVR specializes in creating immersive data visualization experiences through virtual reality technology. By allowing users to engage with data in a three-dimensional space, BadVR enhances the ability to discover valuable insights and identify hidden opportunities. The platform is designed to make complex data more accessible and actionable, enabling companies to make informed decisions quickly and effectively. Using a combination of virtual reality and machine learning, BadVR simplifies data analysis, requiring minimal effort or specialized training from users. This innovative approach helps both government and commercial clients maximize the value of their data while addressing potential challenges in their operations.

VasoGnosis is an AI-powered diagnostic and surgical planning software platform focused on cerebrovascular diseases, particularly brain aneurysms. Founded in 2019 and headquartered in Milwaukee, Wisconsin, the company develops a computed-assisted diagnostic tool that automates the analysis of brain aneurysms. This tool offers advanced visualization and analysis of an individual's vascular anatomy in the affected region, supporting neurosurgeons and interventional neuroradiologists in making informed decisions that enhance patient outcomes. By leveraging machine learning, VasoGnosis aims to improve the quality of care for patients with complex vascular conditions.

Insilica builds machine learning into medicine, chemistry and knowledge creation and to accelerate human learning, and collaboration. They are building informatics into public health, medicine, and chemistry

RocketML is a technology company that specializes in developing an end-to-end machine learning platform. This platform empowers users to build, test, and deploy machine learning models and AI applications efficiently. It offers features such as model building, experiment tracking, and scaling on both GPU and CPU, ensuring high training speeds and cost-effectiveness.

EigenPatterns is a machine learning-based solution provider. They create collaborative anomaly detection and pattern recognition systems that combine machine learning and human expertise to provide powerful real-time monitoring capabilities. They offer real-time monitoring of the entire network using the latest machine-learning algorithms and novel data sources.

The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

InformAI, LLC specializes in developing business analytics and artificial intelligence solutions tailored for the healthcare industry. Founded in 2017 and headquartered in Houston, Texas, the company offers a range of AI-powered tools designed to enhance diagnostic accuracy and operational efficiency for healthcare organizations, medical device companies, and imaging firms. Their product suite includes classifiers for conditions such as brain cancer and paranasal sinus diseases, as well as surgical risk and patient outcome predictors. InformAI's software leverages advanced algorithms, including deep learning and natural language processing, to streamline image classification and analyze medical reports. By providing these innovative solutions, InformAI aims to facilitate quicker patient diagnoses and improve overall healthcare outcomes.

Mapless AI is a research company based in Pittsburgh, Pennsylvania, focused on developing safe alternatives for transportation systems. The company has created a remote vehicle operations platform tailored for autonomous driving applications. This platform features a proprietary fail-operational safety system and optimized low-latency connectivity, allowing for safe and scalable solutions. Additionally, it offers a fleet-friendly retrofit that can be easily installed on existing vehicles, enabling customers to deploy and operate autonomous vehicles efficiently and cost-effectively. Through its innovations, Mapless AI aims to accelerate the adoption of autonomous vehicles without the necessity of human drivers.

WideSense is dedicated to promoting the adoption of clean and efficient mobility through its innovative solutions for electric vehicle fleet management. The company offers a physics-based, AI-powered software platform that assists planners and operators in designing, deploying, and managing electric vehicle fleets effectively. Its services focus on ensuring operational reliability while maximizing vehicle utilization and minimizing electricity costs. By providing tools for capital planning and continuous performance monitoring, WideSense enables fleet operators to enhance their operational efficiency and profitability. Headquartered in Berkeley, California, the company is rapidly expanding its global reach, serving major metropolitan and commercial fleet operators with expertise in software, machine learning, and fleet management.

Initium.AI develops a customized solution that transforms natural language into actionable insights. The company's headquarters are in Ann Arbor, Michigan.

GrayMatter Robotics specializes in addressing complex surface treatment and finishing challenges encountered by manufacturers with high-mix, high-variability production needs. The company develops advanced robotics equipped with proprietary artificial intelligence, which are integrated into smart robotic cells. These systems are designed to assist human operators in performing tedious and ergonomically challenging tasks, thereby enhancing operational efficiency and productivity. By leveraging its innovative technologies, GrayMatter Robotics aims to streamline manufacturing processes, making them more effective and user-friendly for clients in various industries.

Becq is a materials engineering company specializing in radiation shielding solutions for the nuclear industry. By utilizing artificial intelligence and machine learning, Becq designs advanced materials that provide enhanced radiation-stopping capabilities. Their product lines can be tailored to meet specific requirements, including neutron and gamma source characteristics, design temperatures, desired dose rates, and various geometric or weight constraints. This customization enables clients to operate efficiently in challenging environments, ensuring safety and effectiveness in radiation management.

ApertureData specializes in data management services, offering a platform that seamlessly handles large data objects, including images, videos, and documents, without relying on multiple disconnected systems. Its flagship product, ApertureDB, integrates knowledge graphs, multimodal data, and vector search into a single database, significantly reducing data infrastructure setup times by 6 to 12 months. This efficiency is particularly valuable for Chief Technology Officers and Chief Data Officers tasked with navigating the complexities of AI deployment. By centralizing relevant datasets and providing a uniform schema view, ApertureDB enhances data retrieval and query handling, thereby supporting various AI applications, such as chatbots and machine learning solutions. The platform is designed to boost the productivity of data science and machine learning teams by an average of ten-fold, improving performance and accessibility for AI initiatives.

Infima specializes in deep learning technologies that enhance mortgage security analytics. The company's solutions provide actionable predictive insights into future borrower, security, and market behavior, allowing investors, dealers, and other market participants to make informed decisions that improve performance. By significantly increasing predictive accuracy compared to traditional methods, Infima offers superior portfolio construction, security selection, and risk management for portfolio managers and traders in the mortgage market. The company covers over 525,000 mortgage securities, which are backed by approximately 35 million mortgage loans, collectively valued at nearly $11 trillion.

Atom Bioworks focuses on developing a pattern-recognition enabled platform that combines DNA, antibody mimics, and advanced computational techniques for the detection and treatment of infectious diseases and cancer. The platform utilizes computational biology, quantum chemistry, software, and machine learning to identify specific surface protein patterns associated with diseases. By creating corresponding pattern-matching constructs, Atom Bioworks aims to enhance researchers' capabilities in early diagnosis and therapeutic interventions, ultimately improving medical applications in the fight against infectious diseases and cancer.

Astrolabe Analytics specializes in battery data management and predictive analytics, catering to various sectors, including automotive, electric vehicles, aerospace, and grid storage. The company has developed an analytics platform that serves partners across the battery value chain, from materials developers to systems integrators. By providing customized insights and solutions, Astrolabe Analytics aims to enhance business outcomes, accelerate time-to-market, and facilitate informed decision-making. In addition to its platform, the company also offers consulting services to support its clients in optimizing their battery-related operations.

RediMinds is a data and analytics consulting firm that specializes in providing digital engineering services tailored to enhance business operations. The company assists clients in managing large databases and implementing modern data systems, focusing on areas such as data strategy, data engineering, and data innovation. By leveraging advanced analytics and emerging data-driven insights, RediMinds enables businesses to optimize their operations, improve decision-making, and drive profitability. Their custom solutions are designed to create improved customer experiences while allowing clients to stay competitive in a rapidly evolving market. Through rigorous market testing and validation of digital, cloud, and AI investments, RediMinds supports clients in achieving growth and realizing their full potential.

Koliber Biosciences focuses on advancing biomedical discoveries through a synthetic biology research platform that leverages machine learning and artificial intelligence. The company offers data science services, including the development of predictive models and practical statistics coaching for clients. By specializing in statistically-guided experimental design, modeling, and data analytics, Koliber Biosciences enables pharmaceutical companies to expedite the drug development process, making it more efficient and effective.

The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

Owl Autonomous Imaging, Inc. is a technology company based in Fairport, New York, founded in 2018. The company specializes in developing advanced imaging solutions, including a two-color infrared camera for the US Air Force and a 4D-camera that integrates 1550nm Flash-LiDAR and thermal imaging within a single solid-state megapixel focal plane. These innovations are aimed at enhancing safety in the automotive mobility sector, particularly for advanced driver assistance systems (ADAS) and autonomous vehicles. Their proprietary Monocular 3D Thermal Ranging™ technology employs optical fusion and deep learning techniques to generate dense range maps from heat signatures without the need for additional illumination. Co-founder Chuck Gershman brings over 30 years of experience in the semiconductor industry, having held leadership roles in multiple startups, three of which he led to successful acquisitions.

AuCoDe aims to be the Google Alerts of controversies and crisis situations. By automatically analyzing social media and digital news streams using sophisticated machine learning techniques, they provide early detection of controversies and crisis situations. Their cutting-edge technology rapidly detects or predicts crisis situations, so their quantities trading customers can use these insights directly for complex trading strategies and beat their competition to the best trades.

Terrafuse focuses on developing artificial intelligence tools that deliver actionable climate intelligence. By employing machine learning emulators of weather and hydroclimate models, Terrafuse provides forecasting capabilities for assessing operational and financial risks associated with climate change. This technology empowers clients to make informed, climate-sensitive decisions, enhancing their strategic planning and risk management.

Trash Inc. is a video editing software company that utilizes artificial intelligence and machine learning to simplify the creation and editing of short-form videos. Founded in 2017 and based in Los Angeles, the company provides a platform that features predictive editing capabilities, allowing users to quickly generate high-quality videos directly from their phones. Trash Inc.'s innovative toolkit includes a stock video repository, enhanced by computer vision technology, to assist users in real-time video editing. The company has received backing from the National Science Foundation and operates under the umbrella of Visual Supply Company since late 2020.

Berkeley Marine Robotics specializes in the development of autonomous underwater swarm robotic systems aimed at enhancing ocean exploration and conservation. The company has created unmanned underwater vehicles that enable efficient inspections of ships entering ports, facilitating fast and cost-effective evaluations through underwater wireless communication. Its technology measures hull-fouling levels, allowing for optimized cleaning schedules and improved coating performance. By leveraging swarm robotics, underwater laser communication, and machine learning for vision models, Berkeley Marine Robotics addresses challenges in GPS-denied and degraded marine environments. This innovation helps shipping operators lower fuel costs and minimize emissions related to biofouling, while also contributing to the protection of marine ecosystems.

JuliaHub is a platform that facilitates modeling, simulation, and the development of user-built applications, primarily targeting scientists, engineers, and innovators. Established in 2015 by Viral Shah in Cambridge, Massachusetts, JuliaHub provides high-performance computing capabilities that enable users to bring their innovative ideas to fruition at any scale. The platform supports the open-source Julia programming language, which is designed to simplify programming tasks related to data science, machine learning, and scientific computing. This includes applications in research, backtesting, trading, and contract modeling. With features that emphasize ease of use and an intuitive syntax, JuliaHub enhances the user experience while maintaining robust performance for complex data analysis and computations.

Unknot.id is a developer of a pioneering contextual behavioral intelligence platform that leverages advanced AI algorithms to analyze diverse signals from mobile sensors and other data sources. The platform is designed to create a comprehensive and secure view of human contexts, addressing real-time situational awareness challenges across various sectors, including hospitality, property management, law enforcement, military and defense, and healthcare. By utilizing privacy-preserving machine learning and smartphone technology, Unknot.id offers solutions for fraud detection and effective tracking in environments with limited GPS capabilities, all without the need for infrastructure deployment. This technology ensures secure authorization and privacy preservation for its clients, enabling new capabilities in both digital and physical contexts.

ThermoAI develops advanced machine learning algorithms and sensor technology aimed at optimizing industrial combustion processes in power plants. By leveraging IoT and artificial intelligence, the company enhances the efficiency of chemical reactions, addressing critical factors such as moisture content, atmospheric pressure, and air intake levels. Their systems continuously monitor these variables to achieve near-perfect combustion, which leads to significant fuel savings, increased energy output, extended lifespan of costly equipment, and reduced emissions. ThermoAI's solutions enable plant operators to model and enhance their operations, ultimately improving overall performance and sustainability.

The Hawaii Data Science Institute (HI-DSI) is a University of Hawaiʻi System-wide effort to support data science education, collaborative research and partnerships with industry.

USEncryption specializes in unlocking value from confidential data while prioritizing privacy and security. The company addresses the common challenges associated with protecting sensitive information, which is often isolated in silos, thus hindering access to potentially transformative insights. By utilizing its patented Privacy-Enhancing Technology, USEncryption enables the sharing of encrypted data, allowing untrusted parties to derive insights without accessing the original content. This innovative approach supports applications such as training machine learning models on encrypted datasets, facilitating the development of advanced AI models without jeopardizing the confidentiality of the data. Ultimately, USEncryption's solutions promote regulatory compliance and enhance the ability to extract meaningful insights from protected information.

iSono Health, Inc. is a healthcare company based in San Francisco, California, focused on revolutionizing breast cancer screening through innovative technology. Founded in 2014, the company has developed a wearable solution that combines automated 3D ultrasound technology with artificial intelligence to facilitate personalized and accessible breast health monitoring. This solution allows users to scan their breasts, track changes over time, and receive real-time feedback, enabling them to compare images month to month. Additionally, the device supports the sharing of images with radiologists for further evaluation, promoting early cancer detection and continuous monitoring. By leveraging cloud computation and advanced imaging techniques, iSono Health aims to empower women and healthcare providers in the fight against breast cancer.

TQIntelligence, Inc. operates a platform that measures emotional distress severity through voice-based artificial intelligence technology. Founded in 2016 and headquartered in Atlanta, Georgia, the company integrates various data sources to provide cognitive insights into risk stratification, treatment outcomes, and personalized behavioral health interventions. Its key products include TQ-Intelligence, which utilizes voice and speech analytics alongside psychometrically sound instruments, and TQ Analytics, which leverages existing electronic medical record data to deliver actionable insights. TQIntelligence's machine learning analytics and real-time prediction capabilities support therapists in diagnosing mental health issues, particularly for children and adolescents, including those from BIPOC and LGBTQ communities. By focusing on voice biomarkers, the company aims to enhance treatment planning and reduce care costs while improving outcomes in the behavioral healthcare sector.

DeepHealth, Inc. is a radiology artificial intelligence and machine learning company based in Cambridge, Massachusetts, founded in 2015. The company specializes in developing solutions for the medical interpretation of mammography exams, leveraging data science and imaging analysis to support radiologists in their diagnostic processes. By utilizing machine learning, DeepHealth distills extensive insights from medical experts into software designed to enhance the accuracy and reliability of radiological assessments. The company's mission is to improve patient care by providing trustworthy products that are grounded in rigorous scientific research and integrated into clinical practice.

Initium.AI develops a customized solution that transforms natural language into actionable insights. The company's headquarters are in Ann Arbor, Michigan.

Akai Kaeru specializes in AI software that enhances decision-making by identifying and visually explaining critical patterns in complex data. Their interactive data visualization platform employs advanced machine learning and artificial intelligence to create a map-like representation of high-dimensional data. This approach caters to users' visual literacy, making it accessible and easy to understand. By facilitating the construction of explainable AI models, Akai Kaeru aids data scientists in addressing intricate real-world challenges, ultimately empowering clients to make informed decisions amidst complex multivariate factors.

Scite, Inc. operates a citation platform that utilizes artificial intelligence to discover and evaluate scientific articles. Founded in 2018 and located in Brooklyn, New York, the platform employs deep learning and natural language processing to analyze and classify citation statements as supportive, contradictory, or merely mentioning the original work. This innovative approach allows Scite to assess the reliability of scientific claims, researchers, institutions, journals, and fields of study. By providing a research validation tool, Scite aims to enhance the trustworthiness of scientific discourse and protect researchers from false and unverified claims, thereby promoting credible research in the scientific community.

Choosito! is a developer of a search engine tool designed to enhance educational experiences by providing personalized search capabilities for students. The platform utilizes artificial intelligence to analyze language and identify quality resources that align with individual reading levels across various subjects. By optimizing access to educational materials, Choosito! facilitates quick retrieval of appropriate resources, along with tools for class management and analytics. This innovative approach aims to transform the web into a valuable learning tool that supports students' comprehension and learning needs.

BadVR specializes in creating immersive data visualization experiences through virtual reality technology. By allowing users to engage with data in a three-dimensional space, BadVR enhances the ability to discover valuable insights and identify hidden opportunities. The platform is designed to make complex data more accessible and actionable, enabling companies to make informed decisions quickly and effectively. Using a combination of virtual reality and machine learning, BadVR simplifies data analysis, requiring minimal effort or specialized training from users. This innovative approach helps both government and commercial clients maximize the value of their data while addressing potential challenges in their operations.

NeuDax offers a wide range of artificial intelligence (AI) solutions to upstream oil and gas (O&G) industry. The NeuDax "Analytics and Software-as-a-Service" (A+SaaS) solution provides both AI-Platforms and engineering and technical consults to clients to help them improve their decision making in the unconventional oil and gas projects. The NeuDax solution is beyond limited machine learning (ML) applications. We provide solutions based on cutting-edge technologies, including deep learning (DL) and reinforcement learning (RL), to maximize the advantage of big data to oil and gas operators.

Lorykeet is a software platform that identifies, manages, monitors, and mitigates AI and machine learning risks in the regulatory industry. The headquarters of the company is in Austin, Texas.

Etalyc is a provider of cloud-based software designed to enhance traffic operations by leveraging advanced technologies such as the Internet of Things, machine learning, and big data analytics. The company's platform integrates data from various sources, including road sensors, GPS, cameras, and even weather and social media inputs, to create a comprehensive map of traffic patterns. This innovative approach allows traffic operators to efficiently monitor infrastructure, optimize traffic flow, and address issues related to congestion and emissions. By utilizing modern technology, Etalyc aims to improve overall traffic management and enhance the efficiency of transportation systems.

Oncospace, Inc. is a medical technology company founded in 2018 and based in Baltimore, Maryland, specializing in personalized medicine for radiation oncology. It has developed an AI-powered platform that leverages clinical treatment data to create optimized treatment plans tailored to individual patients. This platform aims to enhance patient outcomes by minimizing side effects and improving the overall quality of life. Through the use of machine learning, Oncospace's technology establishes best-practice dosimetric goals, facilitating better planning and evaluation in radiation therapy. The company focuses on fostering collaborative relationships within the medical community, thereby advancing the field of radiation oncology.

BrilliantMD specializes in claims management services tailored for the healthcare sector, focusing on enhancing transparency in healthcare data and the claims process. The company has developed a software solution that addresses issues related to claims denials by leveraging advanced technologies such as artificial intelligence, machine learning, and blockchain. This innovative approach aims to provide users with valuable insights and data-driven decision-making capabilities, ultimately helping healthcare organizations improve revenue and streamline their operations.

Red Oak Strategic is a data science and analytics firm that empowers clients with tailored, data-driven solutions. They specialize in cloud-based data science applications using R, Python, Spark, and h2o, along with infrastructure design, database solutions, and data visualizations. Their expertise spans various sectors, including political campaigns, corporate institutions, non-profits, and startups, helping these organizations enhance decision-making, optimize processes, and achieve strategic goals.

Atlas AI develops business analytics software aimed at monitoring economic development drivers in emerging markets. The company's technology generates reliable socioeconomic estimates, covering aspects such as land under cultivation, staple crop productivity, household asset wealth and consumption, as well as access to essential infrastructure like power and transportation. By leveraging advanced machine learning techniques and deep expertise in emerging markets, Atlas AI enables organizations to effectively allocate resources and monitor high-stakes investments and development programs, including infrastructure initiatives and market expansion efforts. The company is currently focusing on constructing these models for Sub-Saharan Africa, with the intention of scaling its solutions globally.

Wi-Sense specializes in indoor mapping and device-free activity detection by leveraging advanced signal processing techniques and modern machine learning algorithms. The company develops applications that monitor changes in Wi-Fi signals within environments, allowing for the detection of activities such as movement and temperature fluctuations. By addressing limitations associated with traditional sensors and cameras, Wi-Sense enhances safety and efficiency in various facilities, enabling users to better understand and respond to dynamic conditions in their surroundings.

Accordion Health, Inc., founded in 2014 and based in Austin, Texas, specializes in healthcare predictive analytics software solutions. As a subsidiary of Evolent Health, Accordion Health focuses on transforming large datasets into actionable insights through advanced machine learning and innovative design. Its platform processes data to identify undocumented conditions and track member behaviors in real-time, providing healthcare organizations with targeted guidance. By offering custom analytics and precise predictions, Accordion Health aims to help these organizations lower costs and enhance quality outcomes.

The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

Becq is a materials engineering company specializing in radiation shielding solutions for the nuclear industry. By utilizing artificial intelligence and machine learning, Becq designs advanced materials that provide enhanced radiation-stopping capabilities. Their product lines can be tailored to meet specific requirements, including neutron and gamma source characteristics, design temperatures, desired dose rates, and various geometric or weight constraints. This customization enables clients to operate efficiently in challenging environments, ensuring safety and effectiveness in radiation management.

Vidrovr Inc. offers a video processing platform that organizes and enhances video content through advanced multimodal computer vision and machine learning technologies. Founded in 2016 and based in New York, the company specializes in indexing, tagging, and understanding video, allowing users to search and retrieve specific content within videos. Vidrovr's systems cater to various domains, including sports, government, and media, and provide tools such as a Metadata API for seamless integration and hyper-searchable video indexing. Additionally, the platform features a Clip Generator that produces smaller, social media-ready video clips, facilitating direct interaction with multimedia content and improving content management efficiency.