National Science Foundation

PediaMetrix is a pediatric health technology company that develops AI-powered cranial measurement and monitoring tools to detect and manage head shape abnormalities in newborns. Its SoftSpot platform provides quantitative cranial measurements via a smartphone app, enabling at-home and in-office use, and offers data-driven guidance and repositioning instructions for parents. The system also gives pediatricians access to simplified analysis and data from the app to support clinical decisions, and is supported by FDA-cleared digital tools for pediatric head assessment. Founded in 2018, the company is based in Rockville, Maryland, and leverages computer vision and artificial intelligence to lower healthcare costs and improve outcomes in pediatric head care.

myAnIML is a company that specializes in developing advanced technology for disease prediction and tracking in cattle. Utilizing artificial intelligence, myAnIML's innovative system analyzes images of cattle, focusing on unique facial features and muzzle characteristics to monitor health and detect diseases early. This approach significantly reduces treatment costs and curtails the spread of diseases, ultimately contributing to improved animal welfare and increased revenue for cattle farmers. By enhancing the efficiency of disease management, myAnIML plays a crucial role in promoting the sustainability of the cattle farming industry.

FlashPCB is a US-based company specializing in rapid PCB prototyping services. By leveraging artificial intelligence and advanced software, FlashPCB streamlines the traditional PCB manufacturing process, significantly reducing setup time and costs. The company empowers customers to design, innovate, and test their printed circuit board assembly (PCBA) designs efficiently. FlashPCB's services include an AI-driven system that automatically identifies components on the board and generates a bill of materials for user approval. This approach allows customers to receive their assembled PCBs quickly, with a commitment to shipping within three days of order completion.

IntelliSafe Analytics is the first company in the world to use wearable technology to obtain physiological and behavioral data from workers utilizing the human bodies built-in abilities to sense and respond to hazards. This data provides the engine for Artificial Intelligence models to identify hazards in the workplace and provide inputs that are used to predict and prevent accidents. The product is game-changing and will revolutionize the way workplace safety is conducted by addressing the human-factor related causes. IntelliSafe Analytics focuses on the worker, not the worker’s environment.

New Jersey Institute of Technology (NJIT) is a research-focused university offering over 70 undergraduate and 15 graduate programs in technology, engineering, biological sciences, computer sciences, and related fields. NJIT is renowned for its state-of-the-art campus, highly qualified faculty, and pioneering research collaborations with local industries. The university's competitive admission process ensures high academic standards, with many students receiving financial aid.

The Engine is an incubator and venture platform founded by MIT in Cambridge, Massachusetts, launched in 2016. It provides startups with space, streamlined legalities, access to lab space and equipment, and connects to patient capital from investors who share a long-term vision. The Engine offers business planning guidance, enabling startups to move from concept to market quickly. It supports up to 60 locally based startups concurrently through a 12-month accelerator, taking less equity than typical programs to help founders retain control. It connects to MIT resources via the Engine Room, providing resources and expertise. It targets Tough Tech areas such as artificial intelligence, climate and energy, autonomous systems, robotics, biotech and life sciences, and advanced manufacturing, combining science, engineering, and leadership to accelerate path to market and impact.

Shamrck is a talent marketplace that facilitates connections between businesses seeking entry-level professionals and students looking for real-world experience through short-term projects in the United States. The company develops an internship management platform that enhances talent pipelines and engages high school students in project-based internships. By leveraging artificial intelligence and educational resources, Shamrck's platform allows for seamless integration of workforce development efforts across various industries. This approach not only helps students identify suitable career paths but also enables educational institutions to make informed adjustments to their programs, fostering a more effective alignment between academic training and workforce demands.

Samay specializes in remote respiratory health management. It develops AI-enabled wearable devices that monitor pulmonary volumes, trapped air, heart rates, breathing sounds, and lung temperature. This enables users to analyze their respiratory data and helps prevent respiratory diseases.

Quantivly, Inc., established in 2019 and headquartered in Somerville, Massachusetts, specializes in developing artificial intelligence-based solutions tailored for the field of radiology. The company focuses on enhancing data liquidity and providing analytical tools that enable radiology providers to make informed decisions, thereby increasing access to medical imaging services. Quantivly's platform is designed to manage and analyze MRI imaging workflows by cleaning and harmonizing scanner data, resulting in a vendor-neutral and comprehensive source of operational knowledge. This innovative approach supports radiology departments and imaging centers in utilizing data analytics to improve decision-making, facilitate new research initiatives, and enhance the overall patient experience in healthcare.

FlashPCB is a US-based company specializing in rapid PCB prototyping services. By leveraging artificial intelligence and advanced software, FlashPCB streamlines the traditional PCB manufacturing process, significantly reducing setup time and costs. The company empowers customers to design, innovate, and test their printed circuit board assembly (PCBA) designs efficiently. FlashPCB's services include an AI-driven system that automatically identifies components on the board and generates a bill of materials for user approval. This approach allows customers to receive their assembled PCBs quickly, with a commitment to shipping within three days of order completion.

Fireline Science, founded in 2019 and based in Tempe, Arizona, specializes in developing educational technology products aimed at fostering innovation. The company utilizes artificial intelligence and data science to create solutions that enhance digital learning experiences. Its products are designed to provide immediate support for digital education, particularly in rural areas where high-speed internet access is limited or for students facing various challenges that hinder their connectivity. By focusing on these critical areas, Fireline Science aims to improve educational opportunities and accessibility for all learners.

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.

NeuroGeneces develops an artificial intelligence driven brain health assessment platform to detect early signs of neurodegeneration before cognitive symptoms appear. Its Brain Age test analyzes patient EEG data collected via a sleep headband and ML software, benchmarking against a proprietary normative database to provide objective measures of brain function. The platform enables healthcare practitioners to identify at-risk individuals and guide preventive interventions through early behavioral strategies, offering more comprehensive insights than traditional biomarkers.

Cybereum is a technology company specializing in project governance software for complex capital projects. Utilizing fifth-generation blockchain technology, the company's platform integrates AI and predictive analytics to optimize planning and delivery, reduce cost overruns, and proactively manage risks. It enables real-time collaboration across stakeholders through smart contract automation, transforming project governance into a responsive, symbiotic goal-seeking organism.

MALCOVA develops medical imaging devices focused on early detection and diagnosis of breast cancer in women with dense breasts. It leverages proprietary Narrow-Beam Computed Tomography technology and AI-based software to deliver safe, rapid, high-quality imaging.

Understory is a geospatial SaaS platform that employs AI and remote sensing to revolutionize environmental management and biodiversity tracking. Our platform offers highly actionable data, providing up to 500x higher resolution compared to conventional methods. This enhanced resolution enables more accurate assessments and reduces project costs by 2-100x and time expenditures by 10-100x. Our mission is to improve biodiversity outcomes and support nature-based solutions that minimize the impacts of climate change such as warming, fires, and floods.

Transparent Path develops IoT-based logistics visibility technologies for perishable goods to reduce waste, cost, and risk in supply chains. It provides software and hardware that enable real-time location and condition monitoring through the Visibility Platform, using sensors to track shipments and alert partners when intervention is needed. The portfolio includes FreshScore, a predictive freshness algorithm, ProofScore, a data-transparency scoring system, and ProofTracker, a biodegradable sensor device. These tools support end-to-end visibility, improve decision making, and help buyers and sellers route the best products while reducing spoilage, waste, and disputes. The company serves food, pharmaceuticals, blood and plasma, transplant organs, and high-value hard goods, and works with consortiums to facilitate data sharing among supply chain partners. Strategic collaborations include Intel, T-Mobile, Duke University, and ReFED. Transparent Path has participated in accelerators and secured grants and angel investment to scale growth and feature development. The aim is to cut waste and environmental impact by keeping perishables out of landfills and strengthening trust across the supply chain.

Metfora develops an innovative blood test utilizing artificial intelligence to identify patterns in metabolites. This enables early detection of chronic lung disorders, heart diseases, and cancers, enhancing treatment outcomes by facilitating timely diagnoses.

At General Autonomy Inc. (Gen Auto AI), we are dedicated to pioneering safe, explainable AI technologies to foster trustworthy general autonomy, aimed at enhancing urban living through the use of robots. Our commitment to safety is the cornerstone of our approach, ensuring that every solution we develop meets the highest standards of reliability and security. Our innovative autonomy solutions are designed to seamlessly integrate into urban environments, offering advanced capabilities for autonomous robotic vehicles, connected and autonomous vehicles, and industrial mobile robots. Understanding the critical importance of trust in the adoption of autonomous technologies, we leverage explainable AI to ensure our systems are not only effective but also transparent and understandable. This approach empowers us to build confidence in our technologies, paving the way for a future where urban life is significantly improved through intelligent, autonomous assistance. With a focus on enhancing safety and operational efficiency, our solutions are tailored to meet the diverse needs of urban settings. Whether it’s improving transportation with connected and autonomous vehicles, optimizing logistics with industrial mobile robots, or introducing autonomous robotic vehicles to assist with urban tasks, Gen Auto AI is at the forefront of transforming urban landscapes. We are excited about the future and are diligently working to bring our services to you soon. Stay tuned for groundbreaking advancements in general autonomy from Gen Auto Ai, where safety leads and innovation transforms urban living.

At General Autonomy Inc. (Gen Auto AI), we are dedicated to pioneering safe, explainable AI technologies to foster trustworthy general autonomy, aimed at enhancing urban living through the use of robots. Our commitment to safety is the cornerstone of our approach, ensuring that every solution we develop meets the highest standards of reliability and security. Our innovative autonomy solutions are designed to seamlessly integrate into urban environments, offering advanced capabilities for autonomous robotic vehicles, connected and autonomous vehicles, and industrial mobile robots. Understanding the critical importance of trust in the adoption of autonomous technologies, we leverage explainable AI to ensure our systems are not only effective but also transparent and understandable. This approach empowers us to build confidence in our technologies, paving the way for a future where urban life is significantly improved through intelligent, autonomous assistance. With a focus on enhancing safety and operational efficiency, our solutions are tailored to meet the diverse needs of urban settings. Whether it’s improving transportation with connected and autonomous vehicles, optimizing logistics with industrial mobile robots, or introducing autonomous robotic vehicles to assist with urban tasks, Gen Auto AI is at the forefront of transforming urban landscapes. We are excited about the future and are diligently working to bring our services to you soon. Stay tuned for groundbreaking advancements in general autonomy from Gen Auto Ai, where safety leads and innovation transforms urban living.

FlashPCB is a US-based company specializing in rapid PCB prototyping services. By leveraging artificial intelligence and advanced software, FlashPCB streamlines the traditional PCB manufacturing process, significantly reducing setup time and costs. The company empowers customers to design, innovate, and test their printed circuit board assembly (PCBA) designs efficiently. FlashPCB's services include an AI-driven system that automatically identifies components on the board and generates a bill of materials for user approval. This approach allows customers to receive their assembled PCBs quickly, with a commitment to shipping within three days of order completion.

MCity is an autonomous vehicle research center located on the University of Michigan campus in Ann Arbor, Michigan. It serves as a unique testing facility that integrates early-stage research, real-world testing, and on-road vehicle deployments. MCty brings together industry, government, and academia to collaborate on advancements in transportation, focusing on enhancing safety, sustainability, and accessibility. The center is home to renowned researchers and provides an innovative urban environment for testing new mobility technologies, aiming to benefit society as a whole.

Artimus Robotics develops innovative motion technology for robots and machines. Its core innovation involves using electrostatic forces on hydraulic fluid to create shape changes in soft structures, enabling simultaneous actuation modes that are relatively controllable, silent, and efficient.

ANAFLASH is a semiconductor startup that develops a flash-based neuromorphic processor and test chip to demonstrate analog neurocomputing inside embedded flash memory. The company provides an energy-efficient AI solution for edge devices that operate without cloud connectivity, leveraging standard CMOS processes. Its technology enables real-time artificial intelligence inference on battery-powered devices by computing where data resides, reducing data movement and traffic. The solution integrates a non-volatile neural network computing engine to perform tasks securely without relying on cloud resources, offering a cost-effective path to edge AI. Founded in 2017 and based in San Jose, California, ANAFLASH has received funding from federal agencies including the National Science Foundation, the Department of Defense, and NASA to advance brain-inspired compute for smart edge devices.

AngioInsight develops an AI-powered diagnostic tool to enhance cardiovascular disease detection and management. Its platform provides real-time, image-based assessments of anatomical and functional conditions during coronary angiograms, improving patient care efficiency.

Scopi Medical is a mission-driven company focused on advancing medical optical imaging technology for clinics. By developing a sophisticated hardware platform complemented by state-of-the-art artificial intelligence and machine learning software, Scopi Medical aims to enhance the accuracy of point-of-care diagnostics. Their innovative imaging devices enable practitioners to diagnose and monitor chronic nasal conditions, such as rhinosinusitis, with greater precision and at an earlier stage than traditional methods allow. Additionally, their technology facilitates remote collaboration between healthcare providers and specialists, ensuring that areas of concern can be visualized and treated effectively, ultimately improving patient outcomes.

CardioPhi is an artificial intelligence company developing tools for automatic and reliable interpretation of electrocardiograms to assist clinicians in diagnosing and managing cardiac arrhythmias. By applying AI to heart function data, CardioPhi aims to improve patient outcomes and reduce public spending on cardiovascular diseases through faster, more accurate ECG analysis and clinical decision support.

BrilliantMD is a company specializing in claims management services aimed at the healthcare sector. It develops advanced software designed to address issues related to claims denials. Utilizing artificial intelligence, machine learning, blockchain technology, and advanced analytics, BrilliantMD's software enhances transparency in healthcare data and the claims process. This innovative approach enables healthcare providers to improve revenue outcomes and make informed, data-driven decisions. By transforming the claims management landscape, BrilliantMD aims to streamline operations and enhance efficiency within the healthcare industry.

NeuroGeneces develops an artificial intelligence driven brain health assessment platform to detect early signs of neurodegeneration before cognitive symptoms appear. Its Brain Age test analyzes patient EEG data collected via a sleep headband and ML software, benchmarking against a proprietary normative database to provide objective measures of brain function. The platform enables healthcare practitioners to identify at-risk individuals and guide preventive interventions through early behavioral strategies, offering more comprehensive insights than traditional biomarkers.

Evolution Devices is a neuro rehabilitation technology company that creates functional electrical stimulation devices. Its flagship product, EvoWalk, uses artificial intelligence to track walking patterns and personalize therapy for individuals recovering from neurological impairments such as stroke or multiple sclerosis.

Singularity Energy, Inc. is a technology company focused on developing a platform for real-time carbon tracking and energy optimization. Founded in 2018 and headquartered in Cambridge, Massachusetts, the company utilizes artificial intelligence to integrate real-time carbon dioxide signals from the energy grid into its solutions. This enables corporate clients, including climate regulators and sustainability directors, to visualize and co-optimize their energy usage and carbon emissions effectively. Singularity Energy's innovative approach combines data analytics with carbon forecasting and optimization algorithms, allowing organizations to minimize their emissions while maximizing economic benefits. The company's mission is to support entities in achieving their sustainability goals with transparency and confidence.

Samay specializes in remote respiratory health management. It develops AI-enabled wearable devices that monitor pulmonary volumes, trapped air, heart rates, breathing sounds, and lung temperature. This enables users to analyze their respiratory data and helps prevent respiratory diseases.

iTherapy specializes in innovative educational tools for students with autism and other learning disabilities. Utilizing multi-sensory technology, the company enhances communication skills through engaging, science-based methods, improving teaching outcomes.

Jelikalite develops medical equipment for children with autism spectrum disorders, focusing on non-invasive approaches to support brain health. The company has created a therapeutic wearable device that combines near-infrared light, sensors, and a machine-learning personalization system to deliver non-invasive brain stimulation. Designed for home-based use without a therapist's physical presence, the device seeks to improve communication, responsiveness, and social interaction in children with autism.

Qualia Oto is a biomedical device company based in Dallas, Texas, founded in 2017. The company specializes in advanced cochlear implant technology, utilizing innovative shape-changing polymers and matrix-addressed electrode arrays to create high-quality devices tailored to individual medical and personal needs. Qualia Oto's technology aims to enhance auditory nerve stimulation through higher channel count cochlear implants and auditory brainstem implants, with future plans to incorporate machine learning-based stimulation for more precise outcomes.

Uniphage is a biotechnology company specializing in the development of safer and more efficient alternatives to traditional pesticides in plant agriculture. It leverages artificial intelligence and bacteriophages (viruses that infect bacteria) to predict and combat specific bacterial infections. The company's primary focus is on citrus greening, a devastating disease costing the U.S. over $2 billion annually. By employing AI algorithms, Uniphage accelerates the discovery of effective and safe bacterial viruses, aiming to reduce the use of harmful fungicides, bactericides, and antibiotics, thereby minimizing risks to human health and the environment.

ViQi is a software-as-a-service company specializing in scientific image analysis. It offers a customizable platform that enables users to tailor services for data storage and analysis to meet their specific requirements. The company provides tools for image processing and informatics across various sectors, including life sciences, construction, and agriculture. ViQi's platform features a bio-image semantic query system, which facilitates module development and assists with intranet deployment. Additionally, it supports the hosting of image collections, allowing clients to view, investigate, share, and store complex data and images efficiently. This comprehensive approach enables swift results and enhances the discovery process for users in diverse fields.

Birch Biosciences develops a proprietary platform that uses artificial intelligence, bioinformatics, and high-throughput screening techniques to engineer enzymes. These enzymes efficiently break down plastic in a recycling process, producing virgin-quality, sustainable, and cost-competitive recycled outputs. This enables a circular plastics economy.

Canomiks offers a genomics, bioinformatics, and AI-driven platform that empowers companies in functional food, dietary supplements, and skincare sectors to create safe and effective products. Its long-term goal is to make 'food as medicine' a reality.

Strados Labs, LLC is a medical technology company based in Philadelphia, Pennsylvania, specializing in respiratory health management through innovative sensor-based solutions. Founded in 2016, the company has developed a wearable device that provides real-time insights into breathing patterns, sounds, and speed. This device is equipped with clinical-grade biosensors and smart software, allowing for continuous monitoring of respiratory conditions such as asthma and chronic obstructive pulmonary disease. By connecting to a mobile application, Strados enables users and healthcare providers to access and analyze respiratory data, facilitating informed health decisions and remote patient monitoring.

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.

HairDays is an AI-powered health data company that has developed a unique hair intelligence platform aimed at simplifying hair classification, care, and product selection. This innovative platform provides personalized recommendations for maintaining healthy hair by curating relevant content and facilitating the discovery and purchase of hair care products. Users can track their hair growth progress and improve their hair conditions through tailored insights, making HairDays a valuable resource for individuals seeking to enhance their hair care routines.

Pangea Chat employs game design principles and advanced natural language processing to deliver personalized language learning through conversational contexts. Its AI-driven system monitors individual vocabulary growth and progress in specific content areas.

Founded in 2020, Phlux Technologies specializes in developing innovative 3D sensor technology for robotics and automation. Its products enhance safety and efficiency by enabling robots to navigate effectively, protecting workers from hazards, and detecting obstacles.

OffWorld is a company specializing in the development of smart, rugged, modular robots designed for use in extreme unstructured environments, particularly within the mining, infrastructure, and space sectors. Utilizing a proprietary artificial intelligence-powered platform, OffWorld's robots are capable of executing multi-robot swarm behaviors and collective intelligence, which enhances their operational effectiveness. The company's innovative solutions aim to address critical challenges faced by clients in these industries, helping to improve productivity, reduce costs, and enhance employee health and safety while also minimizing environmental impact. OffWorld's adaptability in applying its robotics technology across different sectors positions it as a forward-thinking player in the evolution of automation and robotics.

Hardshell Labs focuses on developing innovative, internet-controlled devices aimed at environmental conservation and wildlife protection. The company creates a network of remotely operable, artificial intelligence-enhanced rovers designed to deter bird pests from agricultural crops and various facilities, thereby minimizing avian damage. These devices are particularly valuable in protecting crops from ravens and crows, as well as in mitigating infestations at landfills and composting sites. Hardshell Labs also conducts predation research on endangered juvenile desert tortoises, assessing threats posed by avian predators, and engages in laser research for agricultural applications. Through these initiatives, the company provides humane and commercially viable solutions to wildlife management challenges, supporting both environmental conservation and agricultural productivity.

FuturesTHRIVE develops an AI platform to identify and track pediatric mental health, using artificial intelligence, sentiment analysis and machine learning to establish a mental health baseline that helps doctors and families understand a child's mental health and identify potential conditions early. The company also offers a digital mental health screener for children aged five to nine, collecting data on experiences, relationships and other factors to support informed decisions about a child's well-being.

Juggernaut Life Sciences specializes in developing innovative medical technologies. They focus on four key areas: medicine, image guidance, robotics, and artificial intelligence. Their primary business is designing and developing medical devices and platforms that can perform routine procedures with minimal human intervention, aiming to enhance safety and reduce costs for their clients.

Taurus Diagnostics is a health-tech company focused on enhancing the diagnostic process for men suspected of having prostate cancer. The company leverages data-centric artificial intelligence to improve the accuracy of magnetic resonance imaging (MRI), minimizing the need for unnecessary biopsies. Its advanced AI algorithm has been trained on a vast array of patient data to reliably identify lesions indicative of prostate cancer. This technology empowers physicians to effectively pinpoint patients who are most in need of a biopsy and provides clear visualizations of lesion locations, thereby streamlining the diagnostic process and improving patient outcomes.

PediaMetrix is a pediatric health technology company that develops AI-powered cranial measurement and monitoring tools to detect and manage head shape abnormalities in newborns. Its SoftSpot platform provides quantitative cranial measurements via a smartphone app, enabling at-home and in-office use, and offers data-driven guidance and repositioning instructions for parents. The system also gives pediatricians access to simplified analysis and data from the app to support clinical decisions, and is supported by FDA-cleared digital tools for pediatric head assessment. Founded in 2018, the company is based in Rockville, Maryland, and leverages computer vision and artificial intelligence to lower healthcare costs and improve outcomes in pediatric head care.

Anomalee is a technology company specializing in safety and security applications through advanced machine learning and deep learning techniques. The company's platform is designed to address critical real-world challenges by providing certified protection against Trojans and employing cluster-based anomaly detection. Anomalee's innovative solutions are aimed at securing artificial intelligence systems and networks across various industries, ensuring the integrity of both the AIs and the data they manage. By focusing on the development of a robust technological framework, Anomalee enables customers to enhance the security of their systems and safeguard sensitive information.

Alienbyte specializes in the provision of medical images and their corresponding labels, essential for advanced analysis of human and animal anatomy as well as for training artificial intelligence algorithms. The company has developed a web application that facilitates the labeling of three-dimensional tomographic images. This application includes a user-friendly web interface and tools for creating and managing labels, enhanced by artificial intelligence-assisted labeling techniques. By employing algorithmic methods, Alienbyte aims to streamline the labeling process, thereby increasing the utility of medical images for researchers, healthcare professionals, and patients.

Optimizing Mind is a third-wave artificial intelligence company that integrates principles from neuroscience with computer science to develop innovative AI solutions. The company specializes in creating software that facilitates the posing, development, and debugging of machine learning problems. Its technology employs a fast and transparent approach, allowing clients to construct personalized networks that mimic human-like understanding and cognitive patterns. By focusing on explainable and continual learning, Optimizing Mind aims to enhance the capabilities of artificial intelligence, making it more adaptable and intuitive for a variety of applications.

Ambi Robotics develops AI-powered robotics solutions to scale e-commerce operations and assist human workers. The company provides adaptable automation tools for supply chain tasks, including a put wall, configurable and modular kitting line, and a simulation-to-reality operating system designed to improve accuracy and efficiency while reducing operating costs. Based in Berkeley, California, Ambi Robotics focuses on applying intelligent automation to warehouse processes to help businesses meet demand.

Rowbot Systems LLC, established in 2012 and based in Minneapolis, Minnesota, specializes in developing robotic machinery for precision agriculture. Their primary product is a robotic system designed to enable farmers to manage nitrogen application more effectively during the growing season. This technology aims to improve nitrogen use efficiency on farms, potentially reducing costs and enhancing crop yields.

Innovision specializes in human modeling and simulation technologies designed for human-centered products and services. The company offers a technology platform that includes tools for impact biomechanical modeling, dynamic avatars with fully articulated anatomy, and human activity replication. These tools enable scientists and engineers across various industries to conduct research and develop applications in the field of digital human modeling, enhancing their ability to create and serve products that prioritize human factors.

Psyonic, Inc. is a company that develops advanced bionic limbs aimed at enhancing the lives of individuals with amputations. Founded in 2015 and headquartered in Champaign, Illinois, Psyonic focuses on creating innovative prosthetic solutions, with its flagship product being an advanced bionic hand. This hand features muscle pattern recognition technology and provides sensory feedback, allowing users to perform everyday tasks with greater ease. Designed to be user-friendly and durable, it is also positioned to be affordable, with aspirations for full insurance coverage to eliminate out-of-pocket costs for users. The company's commitment to accessibility ensures that its products cater to a wide range of needs for those with amputations and injured limbs.

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 2013, Mindprint Learning develops an online platform that assesses students' cognitive strengths and learning needs. Its self-administered screener generates learner profiles and personalized learning plans, benefiting schools, tutors, and parents.

BiRed Imaging specializes in advanced medical imaging technology focused on the early detection of breast cancer. The company has developed an innovative platform that combines infrared imaging with a proprietary computerized detection algorithm, enabling accurate identification of the size and location of tumors, particularly in patients with dense breast tissue. This technology serves as an effective adjunct to traditional breast cancer screening methods, helping clinicians to recognize high-risk patients at an early stage. By enhancing the accuracy and cost-effectiveness of breast cancer detection, BiRed Imaging aims to improve patient outcomes in oncology.

Atom Limbs is focused on advancing the field of prosthetics with its innovative mind-controlled artificial arms, specifically designed for under-elbow amputees and individuals with quadriplegia. The company’s flagship product, the Atom Touch, allows users to regain mobility by interpreting brain signals through implanted electrodes, facilitating natural and intuitive movement of the prosthetic limb. This technology is rooted in research and development conducted at the Johns Hopkins University Applied Physics Laboratory and has received substantial funding from DARPA. Atom Limbs aims to enhance the quality of life for those with mobility challenges by providing advanced, customizable solutions for artificial limbs.

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.

Akttyva Therapeutics develops targeted therapeutics to address cell barrier dysfunction across multiple indications.

TQIntelligence, Inc., established in 2016 and based in Atlanta, Georgia, specializes in voice-based artificial intelligence for mental health assessment. The company's platform integrates diverse data sources to provide cognitive insights, enabling risk stratification, tracking treatment outcomes, and personalized behavioral interventions. Key products include TQ-Intelligence, which offers insights from voice/speech analytics and other psychometrically validated instruments, and TQ Analytics, leveraging existing EMR data for actionable insights. The platform features machine learning analytics, knowledge graph, and real-time prediction capabilities to support healthcare professionals in diagnosing mental health issues more effectively, particularly for children who may struggle to communicate their distress.

Forward Edge AI develops artificial intelligence for public safety and national security. The company was founded in 2019 and is headquartered in San Antonio, Texas.

FarmSense provides an agricultural pest monitoring platform that uses smart insect traps with optical sensors and real-time analytics. The system employs a patented algorithm to capture flying insect signals in the field, classify pests, and transmit categorized data alongside environmental information. This enables early detection and informed pest-control decisions, supporting reduced pesticide use and improved crop yields while lowering labor requirements.

Epirus, Inc. is a technology company based in Hawthorne, California, specializing in the design and development of advanced defense systems that utilize artificial intelligence and directed energy. Founded in 2018, the company focuses on creating solid-state, software-defined high-power microwave solutions aimed at countering unmanned aircraft systems and other asymmetric threats. Its flagship product, ELECTROMAGNETIC PULSE, serves as a counter-infrastructure solution that can simultaneously target multiple threats, effectively neutralizing drones and swarms. By integrating AI and machine learning with advanced electronics, Epirus enhances the detection and tracking of objects of interest, offering innovative capabilities in electronic warfare and power management for both defense and commercial sectors.

Iris Light Technologies is an electronics company that specializes in advanced laser technology aimed at enhancing the silicon photonics market. The company develops innovative solutions that increase the bandwidth and energy efficiency of light chips by employing a unique and scalable method for integrating multiple lasers onto a single chip. This technology supports a variety of applications, including optical communications, optical sensors, and the emerging Internet of Things (IoT). By focusing on breakthrough on-chip laser technology, Iris Light Technologies empowers advancements in artificial intelligence and 5G communications, positioning itself as a key player in the evolving landscape of electronic solutions.

Sync Energy AI is an Energy-Tech startup focused on assisting electric utilities in enhancing their operational efficiency, particularly in preparation for and response to natural disasters. The company has developed two proprietary artificial intelligence technologies that are integral to its software solutions. These AI-driven tools feature a no-code interface, allowing field crews and planners to utilize advanced analytics effectively. By implementing these technologies, electric utilities can minimize customer downtime and gain insights into potential disaster impacts before they occur. Sync Energy AI's offerings are delivered through Software as a Service (SaaS) and Platform as a Service (PaaS) models, providing real value to its clients.

Ranial Systems develops a real-time process automation platform that combines cognitive artificial intelligence and edge computing runtime. Its platform caters to smart energy, real-time monitoring, wearable technology automation, and other industries, aiming to solve critical business process automation challenges.

GrayMatter Robotics specializes in advanced robotic solutions for high-mix manufacturers facing complex surface treatment challenges. Their proprietary AI-driven robots assist humans in ergonomically demanding tasks, enhancing efficiency and productivity.

Koda Health develops an AI-driven video-based platform that guides elderly patients through personalized end-of-life conversations, empowering them to make informed healthcare decisions and ensuring their preferences are respected. This reduces inappropriate care and generates valuable data on patient personas while saving costs for healthcare systems.

Owl Autonomous Imaging, Inc. is a technology company founded in 2018 and headquartered in Fairport, New York. The company specializes in developing advanced imaging solutions, including a two-color infrared camera designed for the US Air Force and a cutting-edge 4D camera that integrates 1550nm Flash-LiDAR with thermal imaging. These innovations target the automotive mobility and industrial markets, offering Monocular 3D Thermal Ranging™ capabilities that enhance safety in various conditions by leveraging deep learning techniques to produce dense range maps from heat signatures without the need for external illumination. Co-founded by Chuck Gershman, who has extensive experience in the semiconductor industry and a track record of successful entrepreneurial ventures, Owl Autonomous Imaging aims to revolutionize how sensing technology is applied in autonomous vehicles and other sectors.

IAMBIC specializes in AI-tailored footwear, aiming to make shoes size-inclusive. Using patent-pending technology supported by the National Science Foundation, IAMBIC crafts bespoke comfort for those overlooked by traditional sizing systems. Led by experts from Nike, Ralph Lauren, Puma, and Harvard, they strive to democratize personalized luxury in footwear.

Immergo Labs is a pioneering company specializing in the development of extended reality (XR) platforms that aim to revolutionize physical rehabilitation. By integrating advanced biomechanics algorithms, artificial intelligence-driven biomarkers, and gamification, Immergo Labs creates personalized and adaptive rehabilitation experiences that enhance recovery outcomes and improve patients' quality of life. The company's telehealth platform offers therapists an efficient and cost-effective solution for remote physical rehabilitation, delivering an all-in-one therapy clinic and exercise resources through a headset. This innovative approach allows physical therapists to overcome traditional telehealth limitations, effectively doubling patient throughput by utilizing biomechanical analysis and automating patient success metrics. Recently, Immergo Labs has secured significant funding, including a substantial grant from the National Science Foundation, to further its mission of making effective and engaging physical rehabilitation accessible to a wider audience.

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.

Kintsugi develops voice biomarker software and mental health infrastructure that detects signs of depression and anxiety from short clips of free-form speech. The platform aims to help clinicians validate biomarkers and identify mental health conditions, enabling medical practitioners to close care gaps in risk-bearing health systems and save time and lives.

Sugarcube Systems is developing a personalized self-paced tutoring tool using artificial intelligence to assess students’ understanding of word problems, teaching the skill to translate word problems into mathematical expressions.

Lucendi is a technology company specializing in AI-enabled smart measurement platforms focused on micro-object detection and characterization. The company’s innovative technology portfolio combines computational microscopy and holographic imaging with advanced image processing, big data, and machine learning techniques. This robust approach allows Lucendi to offer versatile applications across various industries, enhancing efficiency and cost-effectiveness for its clients. Additionally, Lucendi provides a range of products related to lighting, electrical materials, solar energy systems, and electrical sockets, further diversifying its offerings in the technology and energy sectors.

Softhread is a blockchain technology company that develops enterprise solutions using a blockchain and AI-enabled platform. The company was founded in 2017 and is headquartered in Baltimore, Maryland.

BirdHabitatBot is a company focused on developing robotic systems for the removal of invasive plant species, particularly in deciduous forest environments. Utilizing unpiloted aerial systems, the company employs drones to capture images that aid in the mapping and monitoring of non-native invasive plants. These invasive species pose a significant threat to forest habitats, contributing to their degradation. By providing tools that assist natural resource professionals in managing understory invasive shrubs, BirdHabitatBot aims to enhance the habitat for native plants and wildlife, thereby promoting ecological health and biodiversity.

Maijker Corp specializes in the commercialization of advanced AI and sensor technologies, focusing on solving real-world challenges in the manufacturing sector. The company collaborates with manufacturing firms, universities, and development partners to translate innovative research into practical applications. By developing intelligent manufacturing systems and services, Maijker aims to enhance operational efficiency and address specific manufacturing issues through novel AI-driven solutions.

InsightFinder is a technology company that provides AI-powered observability and IT management solutions. It offers unsupervised machine‑learning based anomaly detection, root-cause analysis, and incident prediction to automatically identify, diagnose, and remediate issues across applications and infrastructure. The platform delivers real-time log analysis, metric intelligence, and alert management to reduce noise and alert fatigue while helping IT teams prevent outages and optimize performance. Its solutions are designed for enterprise-scale environments, enabling proactive maintenance for homegrown and third‑party applications and services. Headquartered in Brooklyn, New York, InsightFinder serves organizations seeking predictive analytics and automated troubleshooting to improve reliability and efficiency in complex IT ecosystems.

KovaDx is a healthcare company focused on improving the lives of individuals suffering from Sickle Cell Disease and other hemolytic anemias. It has developed an affordable point-of-care diagnostic and monitoring tool that leverages Quantitative Phase Imaging and deep learning technology. This innovative system aims to bridge gaps in care for blood diseases by enhancing the understanding of blood health, supporting care management, and predicting outcomes to prevent severe complications. By providing accessible and effective monitoring solutions, KovaDx strives to improve the therapeutic pipeline for rare blood diseases and ultimately enhance the overall prognosis and quality of life for affected patients.

CONSTRUKTS is a mixed-reality platform designed to enhance hands-on learning through the integration of physical smart block constructions with virtual 3D models. The platform focuses on fostering spatial thinking, STEM education, and creativity by providing learner-centric challenges and real-time model analysis. By combining Internet of Things (IoT) smart blocks with an artificial intelligence knowledge engine, CONSTRUKTS offers a comprehensive learning experience that encourages users to explore structural and mathematical concepts in an engaging manner. The company aims to empower learners to unlock their potential as innovators by integrating advanced technologies into educational practices, promoting a deeper understanding of the systems that shape their imaginative worlds.

Verboso develops an AI-powered speech therapy platform that uses video games to make therapy engaging and data-driven. Its platform provides real-time, non-binary graded exercises, allowing users to control games while tracking progress, enabling parents to engage children in fun, productive sessions.

Ancilia Biosciences is a biotechnology company focused on developing engineered bacterial therapies aimed at treating diseases associated with the microbiome. The company specializes in creating virus-resistant live bacterial products that modulate the human microbiome, specifically targeting the viral components of the gut microbiome. By concentrating on enhancing healthy gut bacteria and their predatory phages, Ancilia develops therapeutic strains that can effectively combat chronic diseases in the fields of immunology and oncology. Additionally, the company is pioneering a new class of live biotherapeutics that allow for the precise targeting of phages or viruses known to induce lysis, thereby advancing treatment options in microbiome-related health conditions.

Samay specializes in remote respiratory health management. It develops AI-enabled wearable devices that monitor pulmonary volumes, trapped air, heart rates, breathing sounds, and lung temperature. This enables users to analyze their respiratory data and helps prevent respiratory diseases.

DeepBits Technology develops a threat discovery platform that disassembles and analyzes binary code to identify vulnerabilities, malware, and other security threats. Using artificial intelligence and deep learning, the platform assesses binary software early in the development cycle, enabling rapid classification of threats and tracing of their origins. The company focuses on organizing and interpreting binary data to provide cybersecurity solutions across devices, including computers, mobile devices, and IoT. By detecting weaknesses and malicious code at an early stage, DeepBits Technology aims to help organizations reduce cybersecurity costs and improve risk management without compromising performance.

Revelata develops an artificial intelligence platform for extracting data from complex financial documents. Its product deepKPI automatically surfaces KPI time series buried within billions of pages of SEC filings. The platform automates discovery and extraction of structured information from unstructured long-form filings, enabling investors and investment professionals to streamline research and decision-making. Founded in 2020 and headquartered in Palo Alto, California.

Innsightful develops wearable devices that monitor and detect anxiety and stress symptoms using AI and machine learning. Their solution integrates biometrics for early detection and provides access to therapists for personalized recommendations, empowering users to understand and manage their mental health.

Lucata Corporation is a technology company that specializes in enhancing memory utilization through its innovative hardware and software solutions. Founded in 2008 and headquartered in New York City, with additional offices in South Bend, Indiana, Lucata develops motherboards, node cards, and memory servers tailored for various applications such as graph analysis, cyber security, data warehousing, machine learning, and risk analysis. Utilizing patented migrating thread technology, Lucata enables organizations to conduct high-performance analytics on extensive databases exceeding one trillion vertices, facilitating deeper insights into complex data relationships. Its solutions are designed for sectors including financial services, healthcare, telecommunications, and government, allowing for real-time analysis and scalable memory architecture without the need for additional software layers. Lucata's architecture supports energy-efficient processing and significant performance enhancements as hardware scales, positioning the company as a key player in the evolving landscape of big data and analytics.

Intellerce is a San Diego-based company founded in 2020 that specializes in developing a video streaming platform aimed at significantly lowering the costs associated with streaming video-on-demand content. The platform leverages artificial intelligence to minimize the reliance on data centers and Content Distribution Networks, resulting in reduced streaming expenses and decreased energy consumption. This innovative approach not only enhances the efficiency of video delivery but also contributes to lowering the carbon footprint of cloud computing infrastructures. By focusing on cost-effective and sustainable solutions, Intellerce enables video companies to provide an exceptional streaming experience to their users.

Summary Analytics is a Seattle-based company founded in 2017 that develops artificial intelligence-driven machine learning technology and a data analytics platform to deliver faster, lower-cost data insights and knowledge extraction. The company's work includes research in artificial intelligence and submodular optimization, and its platform aims to reduce data redundancies by identifying representative subsets of large datasets using AI and machine learning algorithms, enabling efficient data insights.

Claudius Legal Intelligence uses artificial intelligence, including natural language processing and machine learning, to process new cases, identify key legal issues, and produce data-driven valuations of case worth. The platform automates case intake, reducing the need for legal assistants and paralegals while improving early case assessment accuracy. By clarifying when to settle versus proceed to trial, it helps attorneys focus on high-impact matters and optimize settlements. The solution also serves as a legal research assistant that diagnoses judicial issues and provides guidance on case strategy, enabling data-driven, personalized legal services for clients.

Founded in 2020, Intersphere specializes in environmental services. It provides weather and climate forecasts for seasonal to decadal planning horizons, utilizing artificial intelligence and human expertise to minimize risk across industries such as natural resource management, energy, and agriculture.

NeuroTechR3 is a biomedical device and digital health start-up focused on developing affordable rehabilitation technologies aimed at enhancing upper extremity function in individuals affected by brain injuries, such as stroke and cerebral palsy. The company's flagship innovation, R3THATM, leverages machine learning-driven cloud technology and exergames tailored to promote neuroplasticity, incorporating motion tracking, analytics, and real-time biofeedback. Founded in 2020 by four women as a spinout from the New Jersey Institute of Technology and Rutgers School of Health Professions, NeuroTechR3 is committed to transforming the rehabilitation industry into a proactive, patient-centered process. The company operates from locations in Newark, NJ, and Philadelphia, PA, and has established partnerships with rehabilitation hospitals, outpatient centers, and therapists. With its expertise in biomedical engineering and computer science, the team is equipped to adapt swiftly to industry needs, aiming to provide sustainable and accessible rehabilitation solutions for individuals with various impairments. Through the advancement of rehabilitation devices and machine learning technology, NeuroTechR3 seeks to make a significant positive impact on global health outcomes.

QAS.AI focuses on developing and commercializing advanced software that enhances the functionality of image-guided surgical equipment. The company specializes in image analysis and treatment management, creating tools that accurately assess tissue perfusion status and identify vessel occlusion. This software is designed for use during surgical procedures, enabling clinicians to detect areas of inadequate blood flow in the brain and to evaluate the effectiveness of aneurysm correction six months post-embolization. By providing real-time assistance during endovascular surgeries, QAS.AI aims to improve patient outcomes and support healthcare professionals in delivering precise interventions. The multidisciplinary team at QAS.AI includes specialists in biomedical engineering, neurosurgery, and pathology, ensuring a comprehensive approach to surgical technology.

Teale is a technology company based in Adkins, Texas, founded in 2020, that specializes in drilling optimization. The company develops advanced technology designed to transmit significant amounts of data from downhole drilling operations to the surface for processing. By utilizing artificial intelligence and machine learning, Teale's technology aims to quickly analyze and determine the optimal parameters for efficient drilling operations. This innovation enables energy companies to enhance their drilling processes, identify areas for optimization, and potentially gain better control over their operations.

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.