National Science Foundation

Rapid7, established in 2000, is a cybersecurity company that offers a range of solutions to help organizations proactively manage their security. Initially focusing on vulnerability management, the company has since expanded its portfolio to include detection and response, security information and event management, cloud security, threat intelligence, application security, and security orchestration, automation, and response. Rapid7 empowers businesses with visibility and insights to make informed security decisions, create action plans, and monitor progress. The company, based in Boston, is committed to helping organizations enhance their security posture and is actively involved in the cybersecurity community.

Emagine Solutions Technology, LLC is a Tucson, Arizona-based company specializing in mobile ultrasound imaging technology. Its flagship product, VistaScan, converts standard mobile devices into advanced ultrasound imaging tools, enhancing diagnostic capabilities in medical settings. The company is developing its innovative technology at the Arizona Center for Innovation, a business incubator located within the UA Tech Park, where it benefits from various business assistance programs and facilities designed to support emerging technology firms. Emagine Solutions Technology aims to improve healthcare delivery through its cutting-edge solutions.

Map Collective is a technology company specializing in AI-driven software solutions that enhance supply chain transparency and sustainability. The company offers a Software-as-a-Service platform that integrates advanced data analytics with Geographic Information System (GIS) technology. Its primary toolkits—TRACEABILITY, PROCUREMENT, and GHG EMISSIONS—are designed to assist businesses and governments in simplifying traceability and emissions mapping within their supply chains and regions. Additionally, Map Collective provides tools for biodiversity mapping, energy hub planning, and facilitating transitions to a circular economy. By enabling users to visualize the carbon impact on the environment, the company empowers organizations to make informed operational decisions and track sustainability metrics effectively.

Cognitive ToyBox, Inc. is a company focused on enhancing early childhood education through the development of evidence-based games and applications designed to assess kindergarten readiness in children. Founded by Tammy Kwan and Dr. Brenden Lake in 2014 and based in Brooklyn, New York, the company creates technology that combines game-based education with observational assessments. This hybrid platform allows teachers and schools to track children's cognitive skills and number foundations in real time, providing valuable insights to improve learning outcomes. Supported by organizations such as the National Science Foundation and the Robin Hood Foundation, Cognitive ToyBox aims to ensure that all children are prepared to succeed when they enter kindergarten. The company's solutions are accessible on both Android and iOS mobile platforms.

QSimulate is a Boston-based company that specializes in developing cloud-based quantitative simulation tools focused on quantum molecular simulations. By leveraging the principles of quantum mechanics, QSimulate aims to address significant industrial-scale challenges primarily within the chemical and pharmaceutical sectors. Its innovative platform automates various workflows, allowing computational scientists to shift their focus from repetitive tasks to more strategic activities, ultimately enhancing productivity. This approach enables clients to accelerate their research and development processes, positioning QSimulate as a key player in advancing scientific inquiry and innovation in these industries.

Xogo is a technology company that develops hardware and software platforms designed to enhance accessibility and usability for individuals with disabilities or those facing technological challenges. Their flagship product, Xogo, enables users to connect various devices such as cable boxes, smart home appliances, and gaming consoles via standard USB, Bluetooth, WiFi, and 3.5mm jack inputs. This platform aims to bridge compatibility gaps between different devices, empowering users to maximize their functionality according to their specific needs and preferences.

Vence is a technology company that provides a hardware and software solution for livestock management, focusing on virtual fencing and autonomous animal control. Their platform employs sensors and GPS technology to enable farmers to remotely manage the movement and grazing of cattle through a smartphone application. This innovative approach not only enhances the utilization of available grazing resources but also significantly reduces costs associated with traditional fencing, such as hardware, maintenance, and labor. Additionally, Vence's system offers valuable insights into animal behavior, health, and fertility, ultimately helping livestock breeders optimize their operations and increase protein yield.

AEROSENS LLC is a company based in Hollywood, Florida, specializing in cloud-based cabin management software for the aviation industry. Its flagship product, the Aircraft Cabin Management Solution, is a certified and patent-pending platform that offers pre-flight and real-time visibility into the status of critical safety and security equipment on aircraft. This solution enhances operational efficiency and helps airlines reduce costs. Additionally, AEROSENS provides a Tool Management Solution for the manufacturing sector, which facilitates real-time tracking of tools. The company also offers a range of services, including business consulting, benchmarking, training, and cabin retrofit services, further supporting the aviation and manufacturing industries in optimizing their operations.

Stochastic Research Technologies is a software company specializing in providing research and innovative solutions for challenges within the chemical, pharmaceutical, and biomedical sectors. The company focuses on developing algorithms, methods, and tools that address complex issues related to energy and the environment, sustainability, molecular modeling, process management, and supply chain management. By leveraging advanced modeling and optimization techniques, Stochastic Research Technologies enables clients across various industries to effectively tackle biomedical problems and enhance their operational efficiencies. The company's commitment to applied research supports its mission to deliver practical and impactful solutions tailored to the needs of its diverse clientele.

Intelligent Medicine is a company that specializes in software and simulation services focused on the medical, artificial intelligence, and virtual reality sectors. The company has developed a simulation platform aimed at reducing the probability of infectious spread and user congestion in various environments. This platform enables architects and facility stakeholders to identify risks, optimize building designs, and redesign protocols to enhance safety outcomes. By testing multiple design scenarios and behaviors, Intelligent Medicine provides quick feedback that assists in planning effective safety policies and design actions, ultimately improving facility infrastructure and user experiences.

AirMettle operates a software-defined storage platform designed to streamline data analytics processes. Its core offering is a system that converts diverse data formats into those compatible with analysis tools, thereby minimizing network traffic and reducing the need for costly memory resources in higher-level analytics applications. This enables users to efficiently extract valuable insights from their data.

Quantworks is a company that specializes in creating data analytics tools aimed at helping organizations monetize their data assets. It focuses on developing analytic prototypes that lead to the creation of value-generating applications. By doing so, Quantworks enables businesses across various sectors—including financial institutions, consumer product companies, retailers, and healthcare providers—to make timely and informed decisions. The company's software enhances operational efficiency by providing actionable insights drawn from data, facilitating improved outcomes for its clients.

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.

Omega Hydrodynamics Research specializes in developing innovative solutions for complex fluid-structure interaction challenges through advanced computational fluid dynamics (CFD) software. The company's flagship product, OMEGA-CFD, is designed for simulating transient fluid-structure interactions, while OMEGA-SW offers a comprehensive numerical model for analyzing wave-ship-bathymetry interactions in shallow water environments. By providing cloud-based CFD software and tailored consulting services, Omega Hydrodynamics Research caters to clients across the marine, energy, and aerospace sectors, enabling them to address specific needs and enhance their operational efficiency.

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.

Cambrian Works is a space technology development firm focused on advancing fault-tolerant communications networks for space applications. The company specializes in creating hardware and software solutions that serve as a network provider for both Earth and lunar constellation networks. Cambrian Works offers innovative tools for network management that can function as standalone software or be integrated into its GigRouter, facilitating connectivity and routing within spacecraft. Their technologies are designed to provide flexible, low-latency, and secure network solutions, enabling clients to efficiently implement communication systems that connect to bus processors and various cross-link and downlink terminals.

Aqueduct Fluidics, founded in 2019 and headquartered in Philadelphia, PA, specializes in developing automation solutions tailored for physical and life sciences research on a laboratory benchtop. The company offers a software automation tool designed to streamline workflows and integrate various hardware components, thereby accelerating the development process. Its platform enables users to create automation scripts and features an intuitive interface for controlling and visualizing hardware status. Additionally, Aqueduct Fluidics simplifies system integration by addressing complex aspects such as communication protocols, command timing, user interfaces, and data persistence. This comprehensive approach equips developers with the necessary tools and resources to effectively develop, test, and deploy automation programs for benchtop-scale applications.

Supranational develops hardware and software solutions for verifiable and secure computing. The company was founded in 2019 with the goal of developing products at the intersection of cryptography and computer architecture.

ETALYC is a provider of software as a service (SaaS) focused on enhancing traffic operations through advanced technology integration. The company's cloud-based platform utilizes machine learning and big data analytics to analyze data gathered from various sources, including road sensors, GPS devices, cameras, and even weather and social media inputs. By creating accurate maps of traffic patterns, ETALYC aims to optimize traffic flow, reduce congestion, and mitigate emissions. Its solutions empower traffic operators to monitor infrastructure effectively, contributing to smarter and more efficient urban mobility.

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.

Map Collective is a technology company specializing in AI-driven software solutions that enhance supply chain transparency and sustainability. The company offers a Software-as-a-Service platform that integrates advanced data analytics with Geographic Information System (GIS) technology. Its primary toolkits—TRACEABILITY, PROCUREMENT, and GHG EMISSIONS—are designed to assist businesses and governments in simplifying traceability and emissions mapping within their supply chains and regions. Additionally, Map Collective provides tools for biodiversity mapping, energy hub planning, and facilitating transitions to a circular economy. By enabling users to visualize the carbon impact on the environment, the company empowers organizations to make informed operational decisions and track sustainability metrics effectively.

MileMarker is a real-time assessment software designed for medical training, developed by leaders from the Johns Hopkins University School of Medicine. The platform addresses the evolving needs of residency programs by facilitating competency-based learning while simultaneously reducing training costs and enhancing communication. By offering an accessible solution that works on any mobile device or computer, MileMarker enables residents to log operative cases and conduct self-assessments, which are then reviewed by attending surgeons who provide additional feedback. This process is designed to be efficient, taking less than one minute to complete within existing workflows. The software captures real-time data on resident performance, allowing for ongoing monitoring and comparison against peers, thus promoting accountability and transparency in training. MileMarker not only helps residency programs meet regulatory requirements but also has the potential to increase revenue and decrease training time significantly.

Inzio is a technology company focused on automating the concrete and material forming processes in construction. The company develops conversion kits and software workflows that transform standard excavators into autonomous concrete forming platforms. In addition to automating the forming process, Inzio digitizes building information modeling to streamline the fabrication workflow, creating a comprehensive design and construction solution. This innovation provides construction developers with various benefits, including cost-effectiveness, enhanced structural integrity, reduced labor requirements, and increased flexibility in formwork and project execution. By retrofitting existing equipment, Inzio aims to improve accessibility and efficiency within the construction industry.

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.

Emagine Solutions Technology, LLC is a Tucson, Arizona-based company specializing in mobile ultrasound imaging technology. Its flagship product, VistaScan, converts standard mobile devices into advanced ultrasound imaging tools, enhancing diagnostic capabilities in medical settings. The company is developing its innovative technology at the Arizona Center for Innovation, a business incubator located within the UA Tech Park, where it benefits from various business assistance programs and facilities designed to support emerging technology firms. Emagine Solutions Technology aims to improve healthcare delivery through its cutting-edge solutions.

DeepBits is a technology company specializing in cybersecurity solutions. It organizes and indexes the world's binary code to identify vulnerabilities and threats 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 offers AI-driven tools for generating Software Bill of Materials (SBOM), detecting vulnerabilities, and ensuring software supply chain security compliance. Its platform disassembles and analyzes binary files to accurately identify and mitigate threats at the earliest stage of the software development cycle, helping businesses reduce cybersecurity expenditure and prevent cyber threats efficiently.

Super.tech is a company that specializes in developing software designed to accelerate quantum computing. Founded in 2020 by Pranav Gokhale and Fred Chong, Super.tech focuses on bridging the gap between quantum applications and hardware. The company's technology stack is engineered to make quantum software explicitly aware of the underlying quantum hardware, allowing developers to achieve significant speedups for practical applications. This full-stack, cross-layer architecture aims to enhance the efficiency and effectiveness of quantum computing processes.

Kinetica Labs is a technology company based in Ann Arbor, Michigan, specializing in motion capture technology that transforms video footage into precise posture data. This innovative approach allows for the assessment of ergonomic risks in the workplace without relying on markers, suits, or sensors. In addition to its core technology, Kinetica Labs provides a range of services including insurance consultancy, safety audits, ergonomic assessments, and physical therapy. By integrating advanced sensing and simulation technologies, the company aims to enhance workplace safety and improve overall employee well-being.

Innogized Technologies is a developer of innovative hardware and software solutions aimed at discovering and pioneering new technologies that drive growth and success. The company offers a platform that delivers transformational discoveries directly to consumers, enhancing the economy and improving lives. By providing unique tools and insights, Innogized Technologies empowers individuals and organizations to explore new opportunities and realize the full potential of technological advancements. Their focus on impactful, immediate change positions the company as a key player in shaping the future of technology and driving significant, lasting transformations in various sectors.

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.

Simpact is a Boston-based company that specializes in developing analytics and forecasting software designed to aid businesses in making informed, data-driven decisions. The software utilizes computer simulations to model target social systems, allowing clients to evaluate risks related to influencers, trends, and interventions. By doing so, Simpact enables organizations to effectively forecast the outcomes of various allocations of their limited resources, ultimately enhancing their strategic planning and decision-making processes.

PrisAM is a company that develops specialized printing hardware for the manufacturing of lattice core structures. Its technology focuses on non-planar printing, allowing for the deposition of continuous trusses. This innovative approach enhances part strength while significantly reducing printing times and material usage. In addition to its hardware, PrisAM offers customized slicing software to further optimize the printing process, catering to the specific needs of its clients. The company's solutions aim to improve the efficiency and effectiveness of additive manufacturing in various applications.

Charmtech Labs LLC is a Stony Brook, New York-based company founded in 2010 by computer science professors and Ph.D. students with the goal of making information more accessible to individuals with vision impairments. The company specializes in the research and development of screen-reading assistive technology, notably through its flagship product, Capti Voice. This personalized reading support tool employs machine learning, artificial intelligence, and natural language processing to enhance reading experiences for a diverse audience, including students, educators, auditory learners, busy professionals, and individuals with dyslexia. Capti Voice supports various content sources and formats, adapting to different user abilities, age groups, and instructional goals. By bridging the gap between people and information, Charmtech Labs aims to democratize access to digital content for all users.

Gate Scientific makes products that enable great research and improve healthcare decisions by bringing to market intuitive solutions that simplify complex problems. By bringing to market intuitive solutions that simplify complex problems, they allow for the latest technologies to benefit more people.

OnSystem Logic is a security software developer focused on protecting computer systems from malware and application vulnerabilities. The company's flagship product, OnSystem Defender, offers non-bypassable application hardening, integrating seamlessly with existing software to provide robust defense against cyber threats. By delivering a comprehensive layer of application access control, OnSystem Logic enables businesses to strengthen their security posture and mitigate the risks associated with cyberattacks and application flaws.

QUANTERRA SOFTWARE offers a software platform that automatically detects, locates, and counts objects on aerial imagery. The first service is COWculator, a service that automatically counts cows in aerial images obtained during a drone flyover. The 99% accuracy that we provide surpasses professional guesstimates and enables feedlot audits to dramatically reduce their outlay of time and manpower during routine audits. Our second product will be focused on ranches and pastureland, where it is extremely difficult to guesstimate the number of cows, calves and bulls on a ranch.

Dasion is a machine learning software company focused on enhancing healthcare through advanced technologies. It specializes in applying geometric unified machine learning and artificial intelligence to medical diagnostics, including EEG and x-ray technologies. By developing innovative solutions, Dasion aims to improve the quality of medical diagnosis, enabling healthcare providers to utilize effective machine learning tools in their practices. The company is committed to advancing the influence of these technologies in the medical field, facilitating better healthcare outcomes.

CAIRA Surgical is a medical technology company focused on enhancing orthopedic care through innovative software and surgical precision technologies. The company specializes in developing advanced joint replacement solutions, including a navigation system for knee replacements that assists surgeons in improving precision and patient outcomes. By investing in proprietary technologies and simplifying workflows, CAIRA Surgical aims to reduce costs and enhance the reliability of orthopedic procedures. Its commitment to intuitive design and global accessibility reflects its mission to empower surgeons and improve patient care in joint replacement surgeries.

Sassafras Tech Collective is a technology cooperative that specializes in web and app development. The company was founded in 2014 and is headquartered in Ann Arbor, Michigan.

Drought Diet Products is a manufacturer focused on creating innovative solutions for sustainable agriculture. The company has developed a climate-resilient tool designed to efficiently apply water to crops while minimizing waste from evaporation and deep percolation. This tool features sub-irrigation zone pipes that utilize greywater and rainwater catchment systems. Additionally, Drought Diet Products incorporates post-consumer film plastic feedstock in its irrigation piping, addressing both water conservation needs and the challenges associated with film plastic recycling. Through these efforts, the company aims to support farmers in enhancing water efficiency and promoting environmental sustainability.

DeepSim is a company that specializes in electronic design automation technology aimed at enhancing the efficiency of chip design and verification processes. Its innovative technology allows for the execution of non-electronic circuit simulations, which aids chip designers in detecting voltage, current, and stress anomalies within their circuit designs. By streamlining the design and verification workflow, DeepSim contributes to more effective and reliable chip development, addressing critical challenges faced by the semiconductor industry.

AG350 is a technology company that specializes in server management and maintenance solutions, primarily for the education sector. The company has developed an assignment analytics platform that automates the grading of student assignments and delivers timely feedback. This platform leverages machine learning to enhance educational outcomes by identifying common coding pitfalls and providing intelligent auto-suggestions. By streamlining the assignment management process, AG350 enables educators to concentrate on teaching, thereby improving the overall learning experience for students.

Labrador Systems, Inc. is a technology company based in Oak Park, California, that specializes in developing assistive robots aimed at improving the quality of life for individuals. Founded in 2017, the company focuses on creating practical applications of advanced robotics technology to address daily needs, particularly in the home health sector. By combining innovative hardware and software systems, Labrador Systems aims to enhance everyday living for its users through the deployment of personal robots designed to provide support and assistance.

Cognitive ToyBox, Inc. is a company focused on enhancing early childhood education through the development of evidence-based games and applications designed to assess kindergarten readiness in children. Founded by Tammy Kwan and Dr. Brenden Lake in 2014 and based in Brooklyn, New York, the company creates technology that combines game-based education with observational assessments. This hybrid platform allows teachers and schools to track children's cognitive skills and number foundations in real time, providing valuable insights to improve learning outcomes. Supported by organizations such as the National Science Foundation and the Robin Hood Foundation, Cognitive ToyBox aims to ensure that all children are prepared to succeed when they enter kindergarten. The company's solutions are accessible on both Android and iOS mobile platforms.

BiomeSense, Inc. is a Chicago-based company founded in 2018 that focuses on developing a comprehensive platform for microbiome data collection and analysis. Its primary innovation is the GutLab, a "smart bathroom" system designed for continuous, at-home monitoring of the human gut microbiome. This technology is integrated with the MetaBiome time-series analytics platform, offering a seamless end-to-end solution that enables real-time tracking of microbiome changes and their correlation with clinical outcomes. By generating and analyzing extensive longitudinal microbiome datasets, BiomeSense aims to discover and commercialize novel microbiome biomarkers, providing healthcare professionals with a high-resolution microbiome database. This resource supports the development of advanced microbiome-based therapeutics and consumer products, ultimately enhancing precision medicine and improving health outcomes.

Thinking Robots is a Boston-based company founded in 2010 that specializes in developing software solutions for robotic tasks applicable across various robotic platforms. The company focuses on creating custom software that enhances robotic capabilities, integrating natural language dialogue, sensors, actuators, and high-level planning. This advanced architecture enables robots to interact with humans, transforming them into interactive and teachable entities that can be directly instructed by users. Through its innovative approach, Thinking Robots aims to facilitate the development of more responsive and user-friendly robotic systems.

Birkeland Current is an engineering service industry that produces solutions for technology development and business startups. Birkeland Current, LLC specializing in design, manufacturing, business development, system engineering, software, and data services. The company provides remote access to clients and users of BCP controls energy monitoring and controls systems.

Pi-Radio is a telecommunications startup focused on developing innovative solutions for wireless research. The company offers a fully digital transceiver board that operates on four channels, serving as an essential tool for wireless research engineers. By providing low-power software-defined radios, Pi-Radio aims to democratize experimental wireless research, making it more accessible and affordable. Their products incorporate advanced wireless technologies and are supported by free and open-source software implementations. This enables wireless engineers to explore and develop technologies related to 6G and future communication systems.

MuukTest is a software testing platform founded in 2019 and based in Raleigh, North Carolina. The company specializes in codeless test automation, employing artificial intelligence to enhance software developers' testing productivity by up to 26 times. Its platform allows users to create, execute, and manage automated tests without the need for manual intervention or complex infrastructure, thereby enabling clients to concentrate on more valuable tasks. MuukTest aims to streamline the testing process and improve efficiency for software development teams.

Prime Labs is a technology company that offers cloud-based SaaS platforms for mass spectrometry data processing, analysis, reporting, and visualization in the field of medical drug discovery. Its software enables scientists to conduct experiments more efficiently, accurately, and comprehensively, streamlining workflows and reducing time spent on typically tedious processes. The platform is user-friendly and requires minimal training or installation, making it accessible to a wide range of users.

Radiologics specializes in clinical research and medical imaging services, offering comprehensive software solutions designed specifically for clinical trials. The company’s platform facilitates image data management, streamlining processes such as file transfer, verification, and integration with clinical data. Additionally, it automates image processing routines and enhances connectivity, thereby assisting healthcare professionals in conducting clinical research and improving diagnostic accuracy. Radiologics’ focus on innovation in medical imaging supports advancements in clinical trials and research methodologies.

Quicksilver Biosciences is a biotechnology company focused on developing an innovative CMOS-integrated biosensor platform for rapid genomic identification. The company aims to enhance sensitivity levels beyond the current state-of-the-art, providing healthcare professionals with a portable solution that can significantly reduce patient health costs. Through its proprietary sensing techniques, Quicksilver Biosciences is positioned to advance genomic diagnostics, contributing to more efficient and effective healthcare delivery.

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.

Couture Technologies is a software development firm founded in 2019 and based in Gallatin, Tennessee. The company specializes in leveraging artificial intelligence, machine learning, and 3D simulation technologies to create innovative solutions for retailers. Its primary offering is an enterprise alternatives software that empowers retailers to enhance customer engagement by providing a custom and personalized shopping experience. This software generates photo-realistic 3D simulations of products, enabling customers to virtually try them on with high accuracy. By providing a virtual experience, Couture Technologies assists retailers in improving customer satisfaction and driving sales.

EyePredict is a developer of commercializing predictive attention software which is intended to improve health commonly for neurological and psychiatric conditions to allow marketplaces to optimize commercial displays. The company intends to improve decision making for attention development which reflects upon patterns in mental dysfunction using neuroscience based software technology to predict visual attention. EyePredict was established by Ran Carmi in Los Angeles, California.

Advaita Corporation, established in 2005 and based in Plymouth, Michigan, is a bioinformatics company that specializes in developing software tools for the research and pharmaceutical industries. The company's flagship product, Pathway-Guide, is a gene-expression analysis tool designed to assist biologists and drug researchers in interpreting complex data from gene-expression experiments. Additionally, Advaita offers consulting services that include pathway analysis, biological model building, biomarker identification, expression data interpretation, report creation, and training on data interpretation. The company's software helps investigators, core facilities, and enterprise bioinformatics teams analyze gene expression data, with capabilities to integrate multi-omic data from a systems biology perspective.

G-Space is a company focused on space manufacturing and the development of advanced materials through an AI-powered software platform. It aims to optimize materials and manufacturing processes by leveraging the unique conditions of space, specifically by removing the effects of gravitational force. G-Space provides rapid prototyping and commercialization of innovative, gravity-independent materials, allowing clients to access a range of specialized products, including heavy metal fluoride glass. Through its technology, G-Space is positioned to lead in the creation and design of next-generation materials that can meet the demands of various industries.

Coagulo Medical Technologies, based in Auburndale, Massachusetts, specializes in developing innovative point-of-care testing platforms for managing coagulation disorders. Their portable and connected precision-medicine system detects, identifies, and quantifies the effects of all anticoagulants in whole blood, providing healthcare providers with actionable results to improve patient outcomes.

Docugami, Inc., based in Kirkland, Washington, is an AI document engineering company founded in 2017. It specializes in developing Software as a Service (SaaS) solutions that employ various artificial intelligence techniques, such as natural language processing, image recognition, and declarative markup. These technologies enable businesses of all sizes to enhance the creation and management of their unique documents, leading to greater insight, efficiency, and overall business impact.

EPIImaging is a company focused on developing a 3D computer vision platform that specializes in creating camera arrays for light-field capture and analysis. Their innovative 3D vision system utilizes epipolar-plane image analysis, a technique recognized for its significance in high-quality passive ranging. This technology enables the precise acquisition and delivery of light fields, addressing challenges such as the aperture problem and facilitating the correspondence problem between various captured viewpoints. EPIImaging's solutions aim to enhance image quality and provide advanced capabilities in 3D vision applications.

Aqueduct Fluidics, founded in 2019 and headquartered in Philadelphia, PA, specializes in developing automation solutions tailored for physical and life sciences research on a laboratory benchtop. The company offers a software automation tool designed to streamline workflows and integrate various hardware components, thereby accelerating the development process. Its platform enables users to create automation scripts and features an intuitive interface for controlling and visualizing hardware status. Additionally, Aqueduct Fluidics simplifies system integration by addressing complex aspects such as communication protocols, command timing, user interfaces, and data persistence. This comprehensive approach equips developers with the necessary tools and resources to effectively develop, test, and deploy automation programs for benchtop-scale applications.

Bioz Inc. is a technology company based in Palo Alto, California, specializing in cloud-based applications that utilize natural language processing (NLP) to aid scientific researchers. Established in 2013, Bioz operates a platform that serves as a search engine specifically for life science experimentation, allowing researchers in academia and biopharma to efficiently identify and compare reagents, instruments, and consumables for their experiments. The platform employs advanced AI to analyze data from the materials and methods sections of peer-reviewed articles, providing relevancy rankings, product ratings, and collaborative insights. By streamlining the process of finding and selecting appropriate scientific products, Bioz aims to accelerate drug discovery and enhance the success rate of finding cures for various diseases.

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.

Pearl Street Technologies specializes in developing advanced simulation, optimization, and design tools for power grid planning through its innovative platform, SUGAR. This platform, which stands for Suite of Unified Grid Analyses with Renewables, is tailored for grid operators, utilities, and project developers. It automates the creation of base case planning models and facilitates the planning of complex contingencies and extreme grid conditions. By leveraging methodologies akin to those used in computer chip design, SUGAR enhances the robustness of power grid analysis. The platform enables utilities and stakeholders to streamline project workflows, reduce network upgrade costs, and effectively integrate renewable energy sources, ultimately supporting the development of a reliable, resilient, and sustainable power grid.

SandBox Semiconductor is a developer of innovative software tools aimed at enhancing the manufacturing process in the semiconductor industry. Its flagship product allows process engineers to identify optimal etch and deposition recipes, significantly reducing the number of experiments required to one-third of traditional methods. This efficiency enables manufacturers to develop recipes three times faster and at a lower cost, thereby accelerating the deployment of new microelectronic devices. Through its advanced software solutions, SandBox Semiconductor streamlines the development process, facilitating quicker innovation and improved productivity in semiconductor manufacturing.

Trash Inc. is a company that specializes in designing and developing artificial intelligence-assisted video editing application software. Founded in 2017 and based in Brooklyn, New York, Trash Inc. provides a machine learning-based toolkit that allows users to quickly create and edit high-quality short-form videos. The platform features a stock video repository and utilizes computer vision and artificial intelligence to enable predictive video editing in real-time. As of December 2020, Trash Inc. operates as a subsidiary of Visual Supply Company.

7 Generation Games, Inc. is an educational technology company based in Santa Monica, California, specializing in the development and sale of educational video games. The company focuses on creating games that enhance learning in subjects such as multiplication, division, geometry, probability, and fractions. In addition to its primary offerings, 7 Generation Games provides supplemental resources for educators, including movies, PowerPoint presentations, curated historical photos, and other relevant materials that also incorporate Native American culture. Their 7 Gen Blocks platform streamlines the game development process for curriculum publishers, significantly reducing the time and costs associated with creating custom educational games. This innovative platform enables educators to access actionable analytics in near real-time, further enhancing their teaching capabilities and student engagement.

JuliaHub is a platform that facilitates modeling, simulation, and the development of user-built applications. Founded by Viral Shah in Cambridge, Massachusetts, in 2015, JuliaHub provides scientists, engineers, and innovators with comprehensive high-performance computing resources. The platform enables users to discover, search for, build, and share packages while offering effortless parallel computing without the challenges of infrastructure management. JuliaHub specializes in open-source language software designed to simplify deployment, usability, and scalability for various applications, including data science, machine learning, and scientific computing. Its offerings support a range of functions such as research, backtesting, trading, and contract modeling, combining intuitive syntax with robust speed and performance to enhance data processing capabilities.

EMA is a leading developer of technologies for engineering simulation. EMA’s engineering specialty is in applied electromagnetics. In this domain, EMA provides software and services to promote the design, certification, and performance of our customers’ products.

Supranational develops hardware and software solutions for verifiable and secure computing. The company was founded in 2019 with the goal of developing products at the intersection of cryptography and computer architecture.

Xogo is a technology company that develops hardware and software platforms designed to enhance accessibility and usability for individuals with disabilities or those facing technological challenges. Their flagship product, Xogo, enables users to connect various devices such as cable boxes, smart home appliances, and gaming consoles via standard USB, Bluetooth, WiFi, and 3.5mm jack inputs. This platform aims to bridge compatibility gaps between different devices, empowering users to maximize their functionality according to their specific needs and preferences.

The Bee Corp is a company that specializes in enhancing agricultural productivity through advanced technological solutions. Its primary offering, Verifli, utilizes infrared inspection technology and data analytics to monitor beehives. This innovative platform allows growers to assess the number, health, and distribution of pollinating bees, ensuring effective pollination. By enabling beekeepers to measure pollination value and protect crop yields, The Bee Corp aims to increase agricultural output and support the sustainability of farming practices.

iOrtho+ is a medical software company specializing in orthopedic care through its innovative product, the Mobil-Aider. This web-based application is designed to quantify joint mobility and allows clinicians to assess at least 14 motions across five different joints. The Mobil-Aider features a vast array of resources, offering 450 tests, 1,300 references, and 100 mobilization techniques. It serves as a comprehensive reference tool for orthopedic professionals, providing concise descriptions, images, videos, and statistical data, all of which enhance the clinician's ability to improve treatment outcomes and techniques.

SRC Biosciences is a science and technology company that develops, commercializes, and maintains stereology systems. The company is headquartered in Tampa, Florida.

Lotic Labs specializes in developing software aimed at enhancing the efficiency of water markets and fostering innovation in environmental finance. The company integrates fragmented data sets with advanced environmental science models and financial simulations, allowing for rigorous analysis of the interconnections between financial, operational, and environmental decisions, particularly in the water utility and heavy industrial sectors. Its technology supports the creation of novel financial products that facilitate risk management, conservation efforts, and investments in green infrastructure. Additionally, Lotic Labs provides tools for climate risk assessment that help water utilities minimize revenue fluctuations and budget variances, offering solutions for environmental modeling, analytics, contract simulation, impact tracking, and opportunity identification. Through these offerings, Lotic Labs enables industrial and resource-intensive businesses to better navigate the challenges posed by volatile environmental conditions.

Prime Labs is a technology company that offers cloud-based SaaS platforms for mass spectrometry data processing, analysis, reporting, and visualization in the field of medical drug discovery. Its software enables scientists to conduct experiments more efficiently, accurately, and comprehensively, streamlining workflows and reducing time spent on typically tedious processes. The platform is user-friendly and requires minimal training or installation, making it accessible to a wide range of users.

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.

Nodexus is a biotech startup focused on providing innovative solutions for live single-cell isolation in the industrial, biopharma, clinical research, and academic sectors. The company commercializes the NX One platform, which features a low-cost, low-infrastructure hardware system and single-use disposable microfluidic cartridges. This platform is designed to enhance workflows related to gene editing, cell line and antibody development, and studies on tumor heterogeneity. By offering affordable automated cell isolation, Nodexus aims to accelerate biological research and make advanced technologies more accessible to a wider range of clients.

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 software as a service (SaaS) focused on enhancing traffic operations through advanced technology integration. The company's cloud-based platform utilizes machine learning and big data analytics to analyze data gathered from various sources, including road sensors, GPS devices, cameras, and even weather and social media inputs. By creating accurate maps of traffic patterns, ETALYC aims to optimize traffic flow, reduce congestion, and mitigate emissions. Its solutions empower traffic operators to monitor infrastructure effectively, contributing to smarter and more efficient urban mobility.

QUANTERRA SOFTWARE offers a software platform that automatically detects, locates, and counts objects on aerial imagery. The first service is COWculator, a service that automatically counts cows in aerial images obtained during a drone flyover. The 99% accuracy that we provide surpasses professional guesstimates and enables feedlot audits to dramatically reduce their outlay of time and manpower during routine audits. Our second product will be focused on ranches and pastureland, where it is extremely difficult to guesstimate the number of cows, calves and bulls on a ranch.

Vieletech provides research engine controller hardware components, software, and systems integration. Their software is primarily written in LabVIEW, and their hardware is designed to interface with National Instruments RIO FPGA targets.

Concha Labs is a San Francisco-based company that develops advanced hearing aid technology. Founded in 2017, Concha Labs specializes in creating Soundscape technology hearing pods, which allow users to customize their hearing experience in real-time using smartphones. The technology aims to provide exceptional sound quality and precise calibration, enabling users to comprehend conversations clearly. With AI-enabled customization, customers can adjust their hearing profiles at home for optimal clarity.

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.

Ecto, established in 2013 at Harvard Innovation Labs by Dmitry Kozachenok and James Webb, specializes in developing advanced technology that intersects data and biology to enhance aquaculture efficiency and sustainability globally. Headquartered in Boston with offices in Atlanta and Stavanger, Norway, the company collaborates with farmers worldwide, offering a farm management platform that integrates operational data with molecular biology. This enables real-time insights, disease detection, and prevention, ultimately streamlining production processes and creating healthier protein servings. To date, Ecto's solutions have facilitated an additional 51.5 million healthy servings of protein. The company has been backed by competitive research grants from the US National Science Foundation, US Department of Agriculture, and Innovation Norway.

Spreadsheet Lab Manual is a guided set of instructions that guide students to programme a spreadsheet model using math to perform an application in high school science and math education.

Innogized Technologies is a developer of innovative hardware and software solutions aimed at discovering and pioneering new technologies that drive growth and success. The company offers a platform that delivers transformational discoveries directly to consumers, enhancing the economy and improving lives. By providing unique tools and insights, Innogized Technologies empowers individuals and organizations to explore new opportunities and realize the full potential of technological advancements. Their focus on impactful, immediate change positions the company as a key player in shaping the future of technology and driving significant, lasting transformations in various sectors.

Gate Scientific makes products that enable great research and improve healthcare decisions by bringing to market intuitive solutions that simplify complex problems. By bringing to market intuitive solutions that simplify complex problems, they allow for the latest technologies to benefit more people.

Vidrovr Inc. is a technology company that specializes in video processing and multimodal computer vision. Founded in 2016 and headquartered in New York, the company offers a platform that indexes, tags, and analyzes video content, making it easily searchable. Vidrovr's systems are designed to cater to specific domains such as sports, government, and media, allowing users to retrieve content within videos and link it to related media like images and text. The platform features a Metadata API for submitting videos and obtaining time-stamped metadata, enhancing the searchability of video content. Additionally, Vidrovr's Clip Generator enables users to create social media-ready clips from longer videos, which can be seamlessly integrated back into existing content management systems. This functionality provides users with immediate access to relevant video content, optimizing their multimedia experience.

Geopipe is a New York-based company founded in 2016 that specializes in creating immersive digital twins of the real world using advanced machine learning techniques. The company develops subscription-based algorithmic tools that process large volumes of geographic and numeric data, including satellite imagery, maps, and laser scans. By employing these tools within a cloud-based distributed system, Geopipe is able to reconstruct entire cities in a matter of hours. This innovative approach enables various industries, such as gaming, simulation, and architecture, to leverage interactive 3D models for enhanced visualization and efficiency, ultimately helping real estate developers complete their projects more quickly and cost-effectively.

DataChat, Inc. is a data analytics company that has developed an innovative platform enabling users to engage in natural language conversations with their data to derive meaningful insights. Founded in 2017 and based in Madison, Wisconsin, DataChat's platform integrates advanced conversational intelligence technology, allowing users to perform complex data analysis tasks seamlessly. It offers a comprehensive suite of tools for exploratory and predictive analytics, structured and free search querying, visualization, and data wrangling. The platform's real-time analytics engine enhances the user experience by delivering results quickly and visually, facilitating sophisticated analysis that aligns with human thought processes. Additionally, DataChat fosters collaboration among users, enabling them to create, share, and iterate on data analysis recipes, thereby empowering clients to make informed business decisions grounded in data insights.

Visikol Inc. is a New Jersey-based company specializing in advanced drug discovery through innovative bio-imaging and bioinformatics solutions. The company develops and provides cutting-edge tissue clearing technology and 3D imaging tools that enhance the visualization of plant and biological specimens. Its flagship product, Visikol, enables researchers to conduct optical sectioning of plant tissues, facilitating the identification of adulterants and the assessment of sample quality and authenticity. In addition, Visikol offers a range of tissue clearing kits and reagents, including Visikol HISTO, which seamlessly integrate 3D imaging into existing tissue processing workflows. The company's services include end-to-end drug discovery offerings, such as 2D and 3D cell culture model development, in vitro screening, and digital pathology, all aimed at transforming biological tissues into high-resolution images and quantitative data sets for informed decision-making in research and development.

Advaita Corporation, established in 2005 and based in Plymouth, Michigan, is a bioinformatics company that specializes in developing software tools for the research and pharmaceutical industries. The company's flagship product, Pathway-Guide, is a gene-expression analysis tool designed to assist biologists and drug researchers in interpreting complex data from gene-expression experiments. Additionally, Advaita offers consulting services that include pathway analysis, biological model building, biomarker identification, expression data interpretation, report creation, and training on data interpretation. The company's software helps investigators, core facilities, and enterprise bioinformatics teams analyze gene expression data, with capabilities to integrate multi-omic data from a systems biology perspective.

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.

Ultorg creates general-purpose software that helps organizations manage their data. Based on a new method for interactive data visualization, our product combines ease-of-use with expressive power to allow end-users to query, display, and edit relational data, without resorting to custom programming. This fills a long-standing gap between spreadsheets and tailor-made database applications.

AquaNRG has developed a state-of-the-art cloud-based application for energy, water and environmental markets which merges physics-chemistry simulation with machine learning for faster, more accurate and less expensive product and process design and engineering

Cloudseal is a technology company focused on enhancing software reliability and predictability by addressing the challenge of hard-to-reproduce bugs that hinder developers' productivity. The company has developed a secure deterministic container technology that facilitates the continuous and precise recording of software behavior. This innovative environment allows developers to run consistent and accurate tests on their code, ensuring that any bugs or crashes can be fully reproduced. By enabling efficient debugging and minimizing the impact of random failures, Cloudseal aims to streamline the software development process, allowing developers to allocate more time to building features rather than troubleshooting issues.

Ghamut is a computer software company. They deliver technology that combines strategy and technology to accomplish what neither one can accomplish alone. They provide long-term impact with short-term timelines.

Quicksilver Biosciences is a biotechnology company focused on developing an innovative CMOS-integrated biosensor platform for rapid genomic identification. The company aims to enhance sensitivity levels beyond the current state-of-the-art, providing healthcare professionals with a portable solution that can significantly reduce patient health costs. Through its proprietary sensing techniques, Quicksilver Biosciences is positioned to advance genomic diagnostics, contributing to more efficient and effective healthcare delivery.

Charmtech Labs LLC is a Stony Brook, New York-based company founded in 2010 by computer science professors and Ph.D. students with the goal of making information more accessible to individuals with vision impairments. The company specializes in the research and development of screen-reading assistive technology, notably through its flagship product, Capti Voice. This personalized reading support tool employs machine learning, artificial intelligence, and natural language processing to enhance reading experiences for a diverse audience, including students, educators, auditory learners, busy professionals, and individuals with dyslexia. Capti Voice supports various content sources and formats, adapting to different user abilities, age groups, and instructional goals. By bridging the gap between people and information, Charmtech Labs aims to democratize access to digital content for all users.