National Science Foundation

Muon Vision specializes in enhancing the efficiency, sustainability, and safety of mineral processing and industrial operations through advanced subsurface visualization technology. The company has developed a sophisticated x-ray visualization and digitalization sensor that employs nuclear imaging techniques to assess the bulk density of geophysical assets. This technology enables the detection of issues within large material masses and monitors fluid migration in pore spaces over time. By providing geologists and mining companies with insights into the composition and distribution of materials, Muon Vision facilitates improved decision-making and operational effectiveness in various industrial processes, including leaching heaps and mine tailings dams.

CenSyn is a brain health screening platform focused on enhancing the accessibility and efficiency of diagnosing various neurological conditions. The company has developed a handheld EEG monitoring device aimed at accelerating the screening process for Alzheimer's, traumatic brain injury, and epilepsy. Their proprietary software facilitates long-term management of brain health by allowing clinicians to wirelessly monitor and record brain electrical activity in real time. This innovative approach enables the rapid detection of altered mental status, supporting timely diagnosis and immediate treatment, ultimately reducing inpatient costs and improving care for diverse patient populations.

Map Collective is a provider of artificial intelligence-driven software that enhances supply chain transparency and sustainability metrics. The company develops a Software-as-a-Service platform that integrates advanced data analytics with Geographic Information System (GIS) technology. Its offerings include three primary toolkits: TRACEABILITY, PROCUREMENT, and GHG EMISSIONS, which enable businesses and government entities to simplify processes related to emissions mapping, biodiversity assessment, and energy planning. By leveraging these tools, users can effectively visualize their carbon impact and make informed operational decisions, facilitating a transition toward a more sustainable circular economy.

Moshion is a data-driven platform for nurse workflow optimization to address the nursing shortage. We act as another set of eyes to help nurses using our 3D image sensors (100% privacy-preserving) to collect movement data analyzed by our machine learning models. Moshion aims to enter the remote patient monitoring market by focusing on patient turning to prevent pressure injuries. Pressure injuries are wounds that can develop when a patient (often bed bound) stays in the same position. These can be prevented by adhering to turning protocols. Our software tracks that adherence, provides personalized turn schedules for each patient, sends nurses gentle reminders, and auto-documents.

Muon Vision specializes in enhancing the efficiency, sustainability, and safety of mineral processing and industrial operations through advanced subsurface visualization technology. The company has developed a sophisticated x-ray visualization and digitalization sensor that employs nuclear imaging techniques to assess the bulk density of geophysical assets. This technology enables the detection of issues within large material masses and monitors fluid migration in pore spaces over time. By providing geologists and mining companies with insights into the composition and distribution of materials, Muon Vision facilitates improved decision-making and operational effectiveness in various industrial processes, including leaching heaps and mine tailings dams.

Senseer Health, founded in 2017, focuses on addressing the chronic disease market by developing Smart Medical Device Therapies for managing various chronic conditions, which affect a significant portion of older adults. The company's innovations began with patented microsensors that monitor implantable devices for patients with hydrocephalus, renal, and cardiovascular diseases. To enhance the effectiveness of these microsensor-enabled devices, Senseer has incorporated advanced wearable and ambient sensor technologies. The integration of these multi-modal sensor technologies with an IoT software platform allows for the utilization of proprietary data sets and predictive analytics. This comprehensive approach provides healthcare providers with tools for remote monitoring and timely interventions, ultimately aiming to improve the quality of life for individuals with chronic conditions while reducing costs and enhancing patient safety.

Resolved Analytics is a professional engineering company that focuses on partnering with clients to enhance their development processes. The company aims to reduce development cycle times and costs while improving product design and troubleshooting existing designs. It specializes in computational engineering, offering services such as fluid-structure interactions, electrodynamics, magnetics, discrete element modeling, and computational fluid dynamics. By leveraging advanced simulation techniques, Resolved Analytics provides state-of-the-art visualizations and results that help businesses achieve their engineering goals and desired outcomes effectively.

Vence is a company that has developed a livestock management platform designed to enhance the control and management of cattle. Their innovative solution combines hardware, such as sensors and GPS technology, with application software, allowing farmers to remotely manage their livestock through virtual fencing. This technology enables farmers to optimize the use of available grazing land by increasing the number of animals on a farm while simultaneously reducing costs associated with traditional fencing and labor for moving animals. Additionally, Vence's platform provides valuable insights into animal behavior, health, and fertility, ultimately helping livestock breeders improve efficiency and increase protein yield.

Lura Health has developed a groundbreaking non-invasive health monitoring platform that utilizes saliva as a diagnostic fluid, aiming to enhance clinical outcomes in chronic disease management. Founded in 2017 and based in Cambridge, Massachusetts, the company targets various chronic disease markets, including heart disease, chronic kidney disease, diabetes, and tooth decay. Its innovative sensors are integrated into patient-friendly orthodontic devices such as removable retainers and fixed braces. These sensors continuously measure analytes in saliva and automatically transmit data to a smartphone application, allowing users to track key diagnostic metrics related to their oral health. By enabling individuals to monitor their health in real-time, Lura Health seeks to improve personal health management and empower users to take charge of their well-being.

Stochastic Research Technologies specializes in delivering fundamental and applied research focused on algorithms, methods, and tools that address challenges in energy, environmental sustainability, molecular modeling, process management, supply chain management, and biomedical engineering. The company develops software solutions aimed at resolving complex issues in the chemical, pharmaceutical, and biomedical sectors. By leveraging modeling, optimization under uncertainty, and process control, Stochastic Research Technologies enables clients across various industries to access effective solutions tailored to their specific needs.

Augray is an extended reality company that enhances both the real and virtual worlds through augmented, virtual, and mixed reality technologies. It focuses on providing businesses with innovative solutions to improve sales, marketing, and operational efficiency. By enabling brands to create engaging advertising campaigns, Augray allows companies to effectively target customers throughout the consumer sales cycle, from initial awareness to post-purchase re-engagement. Users can experience Augray's offerings by interacting with augmented images, advertisements, and catalogs through its dedicated app, which scans target objects to deliver enriched content and insights. This approach not only fosters high-level user interaction but also helps businesses maximize their marketing investments across various channels.

AirMettle is a software-defined storage platform with integrated distributed parallel processing enabling direct queries of semi-structured content in storage. They can transform disparate data formats into exactly those required by analysis tools, substantially reducing network traffic.

Quantworks is a provider of data analytics tools aimed at helping companies effectively monetize their data. The company specializes in developing analytic software that enhances decision-making processes for various sectors, including financial institutions, consumer product companies, retailers, and healthcare providers. By creating analytic prototypes and value-producing applications, Quantworks enables businesses to operationalize their data, leading to improved outcomes and more efficient operations.

A Personal Coaching Assistant, Xplosion is a 4D Motion Baseball Training system that is Providing a range of sensors that you can put on the Body and Sporting Equipment.

Glossifi is a developer of web3 blockchain software designed for Ethereum trading. They develop blockchain analytics tools to provide digital money, global payments, and applications, enabling users to trade and invest in Ethereum.

Boston Geospatial specializes in delivering geospatial insights tailored for operators and risk managers within critical infrastructure sectors. The company has developed a comprehensive geospatial data platform that facilitates access to various satellite data providers. This platform allows users to search, compare, and analyze data in multiple ways, thereby enhancing decision-making processes and risk assessment. By offering ready-to-use insights, Boston Geospatial supports effective management and operational efficiency in vital industries.

CereVu Medical develops AI-driven proprietary algorithms and data analytics designed to improve patient care. Their device consists of a small, wearable, single-use patch that adheres to a patient's forehead to communicate with a reusable monitoring console and incorporates the use of proprietary signal processing and algorithms that utilize personalized cerebral hemodynamic information, enabling physicians to determine a continuous pain score and track the effectiveness of prescriptions to deliver treatment as per the needs of the patient.

Mindprint Learning, LLC is an online platform focused on assessing students' cognitive strengths and weaknesses to enhance their learning experiences. Founded in 2013 and based in Princeton, New Jersey, the company offers a self-administered screener that identifies individual learning needs and challenges. Its platform provides detailed learner profiles and customized learning plans, which are designed to support educators, tutors, and parents in addressing students' academic struggles. By utilizing a proprietary algorithm, Mindprint Learning flags specific areas of difficulty and recommends tailored educational tools, including apps and workbooks, to foster cognitive development. This comprehensive approach aims to empower students by enabling them to build on their strengths and effectively navigate their educational journeys.

IntuiTap Medical is focused on improving the accuracy and efficiency of spinal puncture procedures, which often suffer from challenges related to precision and patient discomfort. The company has developed a handheld device that is the first comprehensive solution for spinal-needle placements. This innovative device integrates imaging of the spine with needle guidance and analytics, allowing healthcare professionals to perform lumbar punctures, spinal anesthesia, and epidurals with greater confidence. By streamlining these procedures, IntuiTap Medical aims to enhance the overall experience for both clinicians and patients while reducing procedural costs.

Lambda Function provides software that leverages advanced analytics and machine learning on real-time process parameter data from CNC machines and combines it with contextual data to support effective decision-making, enabling machine shops to increase productivity and increase the level of machining autonomy.

Satellite Vu specializes in thermal imaging satellite technology designed to monitor the temperature of buildings and infrastructure globally. By focusing on infrared and heat emissions, the company provides near real-time insights into economic activity, energy efficiency, and carbon footprints. This data supports various stakeholders, including the energy sector, investors, and sustainable finance initiatives, by offering actionable environmental insights. Additionally, Satellite Vu's technology aids natural disaster responders and building operators, contributing to informed decision-making on issues such as energy management and environmental sustainability.

Labby is an on-the-go food+beverage testing device focusing on the beer and wine production industry. Our technology can be used for a range of applications like counterfeit detection, quality control and even as a virtual brewmate for homebrewers. Our product comprises of a portable testing device and an analytics service that will be tailored for the entire spectrum of users- craft and large breweries, sommeliers, hobbyists and enthusiasts!

Beta Analytic is a company specializing in radiocarbon dating and isotope analysis, serving various scientific fields including geochronology and environmental studies. The firm provides a range of services that encompass stable isotope analysis, biobased and natural product testing, essential oil testing, and renewable carbon measurement. Additionally, it offers nitrate source tracking and biofuels renewable carbon testing. By utilizing advanced techniques such as accelerator mass spectrometry and isotope ratio mass spectrometry, Beta Analytic enables researchers to accurately measure natural levels of radiocarbon and stable isotope ratios, facilitating the study of carbon-based materials for diverse applications.

Empo Health specializes in in-home health monitoring solutions that enhance patient care by integrating seamlessly into daily life. The company has developed an innovative imaging bathroom scale and a digital health platform aimed at detecting early signs of diabetic foot conditions, thereby helping to prevent amputations. By providing reliable visual data outside of clinical settings, Empo Health enables both patients and clinicians to monitor health effectively and maintain standards of care. Through its advanced technology, the company seeks to improve health outcomes and foster proactive management of chronic conditions.

Green Light Labs specializes in assisting organizations in enhancing their operational efficiency while promoting sustainability. The company focuses on measuring the costs associated with mobility, which enables businesses to save money, improve employee retention, and reduce carbon dioxide emissions. Through its marketing platform, Green Light Labs encourages users to transition to electric vehicles by analyzing their driving habits and calculating potential cost savings from various vehicle options. This approach empowers organizations to gain insights into their fuel consumption and make informed decisions about adopting environmentally friendly transportation solutions that align with their financial capabilities.

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

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

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

Lucata Corporation specializes in developing advanced hardware and software technology to enhance memory utilization for various industries. Founded in 2008 and headquartered in New York, with additional offices in South Bend, Indiana, and Palo Alto, Lucata produces motherboards, node cards, and memory servers designed for high-performance analytics. The company employs patented migrating thread technology to enable organizations to perform extensive multi-hop analytics and graph analysis on massive databases, facilitating insights from complex data structures with up to one trillion vertices. Lucata's solutions cater to sectors such as financial services, cybersecurity, healthcare, and telecommunications, allowing users to leverage existing graph database software for deeper analysis without the need for extensive software layers. The company's architecture is energy-efficient, supports linear performance scaling, and significantly reduces latency, making it a powerful option for organizations tackling big data challenges.

Tilos mission is to make impossible optimizations possible, at scale and in practice.

Additive Manufacturing Innovations develops multiscale structural analysis models for advanced industrial applications and leverages digital image processing techniques to enhance the capabilities of optical imaging, enabling small and medium manufacturing companies to get access to additive manufacturing technologies in a simplified way.

Simpact develops analytics and forecasting software to help businesses make data-driven decisions. The company's headquarters are in Boston, Massachusetts.

Riff Analytics is a technology company founded in 2017 that specializes in analyzing vocal data to enhance communication during virtual meetings and text chats. By utilizing artificial intelligence, Riff's platform models human interactions, providing insights into individual behaviors, team dynamics, and overall meeting effectiveness. The platform offers detailed metrics on engagement, dominance, influence, and information flow, enabling users to understand and improve their communication practices. Riff prioritizes user privacy by ensuring that data is only accessible to individuals from whom it was collected, without selling or sharing it with advertisers. This focus on privacy, combined with its analytical capabilities, positions Riff as a valuable resource for organizations seeking to optimize their online communication.

DeepCast is a Houston-based startup established in 2017 that specializes in providing physics modeling tools tailored for the industrial sector through its software-as-a-service (SaaS) platform. The company has developed a digital transformation toolkit designed to automate forecasting and optimization workflows. By integrating human intelligence, physics-based models, and advanced data-driven algorithms, DeepCast helps organizations enhance their digital transformation efforts. Its platform effectively combines industrial domain expertise with advanced artificial intelligence technology, enabling clients to improve productivity and uncover new business opportunities.

Neurologic Solutions is a pre-revenue company that develops smart EEG analytic software. The company was established in 2016 and is based in Baltimore, Maryland.

Fireline Science, founded in 2019 and headquartered in Tempe, Arizona, specializes in developing educational technology products that promote innovation. The company utilizes artificial intelligence and data science to enhance the creation of digital products and services. Its offerings aim to provide immediate support for digital learning, particularly in rural areas where high-speed internet access may be limited or for students facing various barriers to connectivity. Through its innovative approach, Fireline Science seeks to address the challenges of digital education and improve learning experiences for underserved communities.

Atolla Tech, founded in 2018 and based in Rockville Centre, New York, specializes in developing sensor systems designed to enhance agricultural pest control. The company operates a closed-loop sensor system that evaluates the efficiency of sprayer machines and analyzes the spray patterns of agricultural materials. This technology helps farmers protect their crops from pest and fungus infestations caused by insufficient spraying, thereby enabling them to boost production and minimize unpredictable costs.

Fluidion specializes in developing advanced systems for water sampling and analysis across various environments, including rivers, lakes, and deep ocean waters. The company focuses on creating tools for automated sampling and high-resolution monitoring to address challenges in water quality assessment, particularly in low-pressure conditions and sensitive environments. By integrating MEMS and microfluidic technologies, Fluidion's systems enable precise chemical measurement and microbiological analysis, facilitating intelligent actions through metrological capsules. The company is committed to ongoing research and development, aiming for growth through national and international collaborations in the water quality monitoring sector.

Spatio Metrics offers a design analytics platform aimed at enhancing health outcomes through improved architectural design in healthcare facilities. By analyzing floor plans, the platform identifies design gaps and suggests performance improvements, enabling hospital administrators to make informed design investments. It bridges the divide between design, data, and human performance by leveraging computational analysis of spatial characteristics and trends. This approach integrates previously disconnected data sources, fostering collaboration among teams and allowing clients to test ideas and prioritize interventions. Ultimately, Spatio Metrics seeks to increase operational efficiency and enhance patient well-being by quantifying the effects of design on health outcomes.

Ramona develops advanced microscopy tools designed to enhance cellular-level research by capturing detailed images over vast areas. The company's innovative microscope employs custom control electronics to efficiently process large volumes of image data from multiple micro-cameras, allowing researchers to capture and analyze extensive gigapixel datasets. This capability not only provides a wider field of view but also enables synchronous data capture, allowing for real-time observation of cellular processes. By offering a new perspective on cellular dynamics, Ramona's technology empowers researchers to make more informed decisions quickly and effectively.

Sensible Weather is a climate risk technology company that is de-risking weather for travelers and travel partners. It offers a partner-branded Weather Guarantee service that automatically reimburses travelers when bad weather impacts their in-trip experience through its proprietary climate data and risk analytics platform that calculates Weather Guarantee pricing in real-time, generates new revenue for partners, and enhances experiences for travelers.

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

Hawaii Integrated Analytics, founded in 2018 and based in Honolulu, Hawaii, specializes in data research services focused on evaluating socioeconomic projects. The company provides a comprehensive suite of services, including protocol design, data collection, analysis, interpretation, and data storage. By measuring the social, economic, and health impacts of various programs, Hawaii Integrated Analytics enables non-profit organizations and businesses to assess the effectiveness of their initiatives, even those not explicitly aimed at these outcomes.

Muon Vision specializes in enhancing the efficiency, sustainability, and safety of mineral processing and industrial operations through advanced subsurface visualization technology. The company has developed a sophisticated x-ray visualization and digitalization sensor that employs nuclear imaging techniques to assess the bulk density of geophysical assets. This technology enables the detection of issues within large material masses and monitors fluid migration in pore spaces over time. By providing geologists and mining companies with insights into the composition and distribution of materials, Muon Vision facilitates improved decision-making and operational effectiveness in various industrial processes, including leaching heaps and mine tailings dams.

MAIA Analytica specializes in providing intelligent software and services aimed at optimizing wastewater treatment processes. The company develops real-time analytical tools that leverage artificial intelligence to assist operators in making proactive decisions. Their offerings include optimized recommendations, data management, process optimization, business insights, and performance tracking. Additionally, MAIA Analytica focuses on custom, site-specific software solutions that enhance operational efficiency and facilitate operator training through gamified programs. By enabling rapid prototyping, scaling, and deployment of these intelligent tools, MAIA Analytica supports wastewater operations in efficiently safeguarding waterways while ensuring effective business management and facility-specific training.

Lura Health has developed a groundbreaking non-invasive health monitoring platform that utilizes saliva as a diagnostic fluid, aiming to enhance clinical outcomes in chronic disease management. Founded in 2017 and based in Cambridge, Massachusetts, the company targets various chronic disease markets, including heart disease, chronic kidney disease, diabetes, and tooth decay. Its innovative sensors are integrated into patient-friendly orthodontic devices such as removable retainers and fixed braces. These sensors continuously measure analytes in saliva and automatically transmit data to a smartphone application, allowing users to track key diagnostic metrics related to their oral health. By enabling individuals to monitor their health in real-time, Lura Health seeks to improve personal health management and empower users to take charge of their well-being.

CereVu Medical develops AI-driven proprietary algorithms and data analytics designed to improve patient care. Their device consists of a small, wearable, single-use patch that adheres to a patient's forehead to communicate with a reusable monitoring console and incorporates the use of proprietary signal processing and algorithms that utilize personalized cerebral hemodynamic information, enabling physicians to determine a continuous pain score and track the effectiveness of prescriptions to deliver treatment as per the needs of the patient.

FloraPulse gives growers the tools to increase productivity, decrease costs, and better manage risk. Developed by researchers from Cornell University with over 40 years experience, our patented microsensors accurately measure water potential in your vineyard or orchard. Get ready to know exactly what your field is feeling, at any time, along with science-based recommendations for your specific crop and goals. It's like paying everyday for a consultant to take pressure bomb readings and a plant scientist to analyze the data. We do it for you. Irrigation management has never been this easy... or accurate.

Kinetic, Inc. is a company that develops and manufactures wearable devices aimed at reducing workplace injuries for industrial workers. Founded in 2014 and based in New York, Kinetic offers a product known as Reflex, which attaches to a worker's belt and monitors activities that may pose a risk of injury, such as unsafe postures, jumping off vehicles, and slips and falls. The device utilizes analytics to provide reminders and notifications to workers when high-risk motions are detected, thereby promoting safety in environments like construction sites, warehouses, and factories. Additionally, Reflex can function as a sensor for detecting COVID-19 exposure, enhancing workplace health measures. Kinetic combines its wearable technology with cloud-based software to effectively address injury prevention in the industrial workforce.

Strados Labs is a medical technology company that innovates respiratory monitoring using smart biosensors and artificial intelligence. The company specializes in advancing respiratory health management using clinical-grade biosensors and intelligent software. It connects people with real-time respiratory monitoring using a wearable device and connected mobile platform so they can quantify their health and make more informed decisions. The company was founded in 2016 and is headquartered in Philadelphia, Pennsylvania.

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

2Witech Solutions specializes in the development of rapid and low-cost PFAS sensors. 2Witech's PFAS rapid sensing film allows for accurate PFAS concentration measurements without the long wait times or high costs associated with traditional PFAS laboratory testing.

Oncodisc is a Bay Area startup developing a system to improve cancer care through integrating an implantable medical device, remote monitoring, and data analytics.

Geometric Data Analytics focuses on solving complex data analysis problems. GDA merges expertise from academia with solutions that matter to industry and government.

GelSight, Inc. specializes in advanced sensor technology solutions for precise surface measurements. The company has developed the GelSight benchtop scanner, which captures the surface geometry of various materials and accurately measures rigid objects across a wide range of scales. Their innovative technology allows for detailed three-dimensional visualization and measurement, revealing features that are not discernible to the naked eye, and providing dimensional accuracy to single-digit microns. GelSight's products are utilized in diverse sectors, including aerospace, electronics, and forensics, as well as in academic and research environments. Founded in 2011 and headquartered in Waltham, Massachusetts, GelSight continues to enhance its offerings while addressing the evolving surface measurement needs of its clients.

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

Koliber Biosciences provides data science services including the development of predictive models for customers and practical statistics coaching.

RightFit Analytics, founded in 2018 and based in West Lafayette, Indiana, specializes in a precision health-focused analytics platform. This platform employs artificial intelligence to analyze historical data, identifying success patterns linked to medical operations. By assessing physician strengths in relation to patient characteristics, the platform enables hospitals to make evidence-based decisions that enhance operational efficiency and improve patient outcomes.

FarmSense is an innovative agricultural technology company that has developed a smart trapping system for monitoring insect populations in the field. Utilizing advanced optical sensor technology and a patented algorithm, FarmSense captures and categorizes signals from flying insects, transmitting this data alongside environmental conditions. This enables early detection of pest infestations, allowing farmers to reduce pesticide usage and enhance crop yields. The platform also employs real-time classification and intelligent analytics to automate the process of insect monitoring, facilitating judicious pesticide management, reducing costs, and minimizing crop loss. By leveraging modern computational capabilities, FarmSense aims to mitigate the detrimental effects of harmful insects while promoting the beneficial aspects of insect populations in agriculture.

Resolved Analytics is a professional engineering company that focuses on partnering with clients to enhance their development processes. The company aims to reduce development cycle times and costs while improving product design and troubleshooting existing designs. It specializes in computational engineering, offering services such as fluid-structure interactions, electrodynamics, magnetics, discrete element modeling, and computational fluid dynamics. By leveraging advanced simulation techniques, Resolved Analytics provides state-of-the-art visualizations and results that help businesses achieve their engineering goals and desired outcomes effectively.

Particle Flux Analytics creates transformational instrumentation for the measurement of wind, rain and snow.

Fluidion specializes in developing advanced systems for water sampling and analysis across various environments, including rivers, lakes, and deep ocean waters. The company focuses on creating tools for automated sampling and high-resolution monitoring to address challenges in water quality assessment, particularly in low-pressure conditions and sensitive environments. By integrating MEMS and microfluidic technologies, Fluidion's systems enable precise chemical measurement and microbiological analysis, facilitating intelligent actions through metrological capsules. The company is committed to ongoing research and development, aiming for growth through national and international collaborations in the water quality monitoring sector.

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

Sober Grid, Inc. operates a digital health platform that serves as a sober social network, facilitating connections among individuals recovering from substance use disorders. Launched in 2015 and headquartered in Boston, Massachusetts, the application is available on both Apple and Android devices and has been utilized over 20 million times across more than 170 countries. Developed in collaboration with researchers from Harvard Medical School and the University of Pennsylvania, Sober Grid employs a community-based approach to chronic disease management, incorporating evidence-based recovery tools and predictive analytics to assess relapse risk. The app features a GPS locator for users to find nearby sober individuals, along with direct messaging, a newsfeed, and access to certified coaching available 24/7. By combining technology with human connection, Sober Grid aims to improve health outcomes through real-time support and engagement, catering to a growing population of individuals in recovery.

Ikigai Labs specializes in developing an artificial intelligence-driven platform that streamlines analytics workflows for modern analysts and operations teams. The platform facilitates automation in data-intensive business processes, finance, analytics, and supply-chain operations, eliminating the need for traditional methods like VLOOKUPs. With features such as interactive drag-and-drop dashboards and automated scheduling of data pipelines, Ikigai Labs enables data operators to efficiently manage tasks with minimal errors. Additionally, the company's Inventory Ops solution enhances inventory tracking and monitoring by providing a real-time, unified view of inventory across various locations and channels, down to the component level. This comprehensive approach allows organizations to optimize their operations and improve decision-making through effective data management.

Wisran provides smart data and process management technology to measure and manage water in real-time. They collect data in real-time from equipment such as pumps to our cloud-enabled software (SaaS) to generate operations and business intelligence for smart cities, equipment manufacturers, utilities and regulators for improving efficiency, generating new revenue opportunities and reducing costs.

MathBRIX is a for-profit EdTech business, with initial support from the National Science Foundation Small Business Research Program (NSF/SBIR). The venture is developing a SaaS math program for children 3-8, which emphasizes higher-order thinking skills and concept acquisition. Children are guided through visual puzzles and games designed to help them see the big ideas behind math, rather than memorize facts. Virtual toy building bricks take the place of traditional manipulatives, with studs on the surface representing numeric value. The platform adjusts to each child's level and comes with a suite of analytics that track learning outcomes. Off computer hands-on projects further extend learning. The MathBRIX mission is to create new learning technologies that will make a significant social and economic impact over time. For the US to remain a world economic leader, all children must be able to think mathematically and problem-solve. Children behind in kindergarten, often stay behind through the remaining school years. Only 40% of U.S. fourth grade students are deemed proficient on national math assessments. Early intervention is key. The visual strategies are derived from the federally-funded Comprehensive School Mathematics Program. Twenty years of research found CSMP students had greater ability to solve novel math problems. CSMP was effective with the gifted as well as the learning challenged. MathBRIX testing with over 500 students confirms high student engagement, feasibility, promise of learning. A larger test is underway in 34 districts nation-wide. In 2018, pre-school and parent education components will be developed with the Parents as Teachers National Center.

Eino, Inc. specializes in developing predictive software designed to forecast urban population movements and their associated intents. Founded in 2018 and headquartered in New York, the company utilizes proprietary technology that combines historical data with extensive contextual information, which is processed by an artificial intelligence engine. This innovative approach aids businesses in optimizing resource allocation and operational efficiency, ultimately enhancing customer service and revenue generation. Eino is currently collaborating with three major global operators on proof of concept projects, demonstrating its commitment to improving urban planning and network capacity management through insights derived from big data and advanced analytics.

Marigold Health operates a social network community platform designed to provide text-based group therapies for individuals facing mental health and substance use challenges. The platform facilitates anonymous support groups, allowing patients to engage with one another and receive guidance from coaches who have personal recovery experiences. By leveraging AI-augmented chat support, Marigold Health enhances the capacity of care teams while ensuring that patients receive personalized, stigma-free assistance. The company collaborates directly with treatment providers and managed care organizations within the Medicaid market to improve access to on-demand group therapies and foster a supportive community for recovery.

IntelinAir, Inc. is an aerial imagery analytics company based in San Jose, California, that specializes in providing actionable intelligence to the agriculture sector. Founded in 2014, IntelinAir develops technology solutions that utilize aerial data to facilitate quick decision-making for farmers. Their innovative SafeSmart technology includes precision flight and data analysis capabilities, embodied in their UAV products, such as the SafeSmart RD-100 and RD-200, which serve academic research and development needs. The company's interactive crop intelligence platform offers comprehensive field views, prioritizes monitoring efforts, and supports timely assessments, enabling farmers and agricultural retailers to enhance operational efficiency, improve crop yields, and identify sustainability opportunities. Through these solutions, IntelinAir aims to empower farmers to make data-driven decisions that ultimately increase profitability.

Pneumico is a company based in Baltimore, Maryland, established in 2017, that specializes in developing respiratory monitoring devices designed for patients requiring ventilatory assistance. The company's innovative device utilizes a compact electronic monitor that can be attached to any bag valve mask. This technology enables the collection, analysis, and presentation of breathing data, which is essential for enhancing assistive breathing methods and workflows. By providing real-time data, Pneumico's solutions aim to improve ventilation safety and effectiveness, ultimately leading to better health outcomes for patients with respiratory challenges.

Green Light Labs specializes in assisting organizations in enhancing their operational efficiency while promoting sustainability. The company focuses on measuring the costs associated with mobility, which enables businesses to save money, improve employee retention, and reduce carbon dioxide emissions. Through its marketing platform, Green Light Labs encourages users to transition to electric vehicles by analyzing their driving habits and calculating potential cost savings from various vehicle options. This approach empowers organizations to gain insights into their fuel consumption and make informed decisions about adopting environmentally friendly transportation solutions that align with their financial capabilities.

Insight Sensing specializes in developing remote sensing technology that delivers actionable information for agronomists and farming businesses. The company's platform provides calibrated, timely, and map-based insights that help manage the variability found in agricultural fields. By focusing on crop performance indicators, Insight Sensing enables agronomists to optimize fertilizer application, ultimately enhancing crop yield and profitability. The technology is designed to support effective decision-making in fertilizer management, making it a valuable resource for the agricultural sector.

Senseer Health, founded in 2017, focuses on addressing the chronic disease market by developing Smart Medical Device Therapies for managing various chronic conditions, which affect a significant portion of older adults. The company's innovations began with patented microsensors that monitor implantable devices for patients with hydrocephalus, renal, and cardiovascular diseases. To enhance the effectiveness of these microsensor-enabled devices, Senseer has incorporated advanced wearable and ambient sensor technologies. The integration of these multi-modal sensor technologies with an IoT software platform allows for the utilization of proprietary data sets and predictive analytics. This comprehensive approach provides healthcare providers with tools for remote monitoring and timely interventions, ultimately aiming to improve the quality of life for individuals with chronic conditions while reducing costs and enhancing patient safety.

Learnics provides tools that enable teachers to gather vital information about their students' online learning behaviors. The company was founded in 2017 and is based in East Stroudsburg, Pennsylvania.

Steppingblocks is a data and analytics engine that provides workforce and education outcome insights on over 100 million individuals in North America. Steppingblocks' Student Platform provides digital career counseling based on real-world data and resources for data-driven career development.

AwareAbility Technologies enables businesses gain new insights from analytics on data from almost anywhere in the physical world. They overcome barriers to gathering and processing data in austere environments through three core technologies: Radiological power technologies, Internet of Things -style data collection and Machine Learning analytics.

Visikol is a CRO focused on advanced drug discovery that is leading the field of bio-imaging, bioinformatics and image analysis. We conduct end-to-end drug discovery services that include both 2D and 3D in vitro models and assays, 3D whole mount tissue imaging, digital pathology and custom drug discovery projects. Visikol offers a portfolio of drug discovery services ranging from 2D and 3D cell culture model and assay development to in vitro screening, animal tissue histology and automated image processing. The focus of these services is to transform tissues into images and ultimately into quantitative data sets that can be mined for actionable insights that help our Clients make more informed decisions during the drug discovery process. Additionally, Visikol manufactures and sells a suite of tissue clearing reagents and 3D immuno-labeling kits. These products allow researchers to easily and rapidly image whole tissues and 3D cell culture models in 3D instead of traditional 2D sectioning. For more information about Visikol or its services, please visit our website at visikol.com.

Activated Research Company (ARC), founded by Brad Cleveland and Andrew Jones, is dedicated to enhancing the efficiency of chemical analysis through innovative catalysis. The company's flagship product, the Polyarc system, integrates catalysis with chemical analysis to modernize traditional gas chromatographs. This system simplifies the detection of organic molecules by converting them into methane after chromatographic separation, streamlining workflows for researchers. The Polyarc system has garnered significant recognition, including the “2015 Best New Product” award at the Gulf Coast Conference and accolades from The Analytical Scientist Innovation Awards. ARC aims to continue developing groundbreaking products that improve laboratory operations and advance the field of chemical research.

Zebra Analytix, Inc. specializes in the development and commercialization of miniature gas chromatography systems utilizing microelectromechanical systems technology licensed from Virginia Tech University. Founded in 2017 and headquartered in Fayetteville, Arkansas, the company offers products such as the Zebra-GC Model L and Modular Zebra-GC Model M, along with micro pre-concentrators. These systems are designed to provide rapid and portable analysis of volatile compounds, making them suitable for applications in various industries including food and beverage quality control, environmental monitoring, pharmaceuticals, and energy sectors. Additionally, Zebra Analytix offers services such as column refurbishment and custom designs tailored for specific research needs. The company's innovative technology features microfabricated chips that allow for multi-channel separations, significantly enhancing the efficiency and versatility of gas analysis.

Advaita Corporation is a bioinformatics company founded in 2005 and based in Plymouth, Michigan. It specializes in developing software tools designed for the research and pharmaceutical industries, focusing on the analysis of gene expression data. One of its key products, Pathway-Guide, assists biologists and drug researchers in interpreting the extensive data generated from gene-expression experiments. The company also offers consulting services, which include pathway analysis, biological model construction, biomarker identification and prioritization, expression data interpretation, and data interpretation training. Advaita's software integrates multi-omic data from a systems biology perspective, catering to the needs of investigators, core facilities, and enterprise bioinformatics teams.

Equilo is a data analytics-as-a-service platform that harnesses big data, deep analytics, and machine learning to provide decision makers with the information they need. They offer gender analysis tools that instantly provide analysis and action planning using the most up-to-date data. They use specialists, portfolio managers, program managers, and business development professionals.

FarmSense is an innovative agricultural technology company that has developed a smart trapping system for monitoring insect populations in the field. Utilizing advanced optical sensor technology and a patented algorithm, FarmSense captures and categorizes signals from flying insects, transmitting this data alongside environmental conditions. This enables early detection of pest infestations, allowing farmers to reduce pesticide usage and enhance crop yields. The platform also employs real-time classification and intelligent analytics to automate the process of insect monitoring, facilitating judicious pesticide management, reducing costs, and minimizing crop loss. By leveraging modern computational capabilities, FarmSense aims to mitigate the detrimental effects of harmful insects while promoting the beneficial aspects of insect populations in agriculture.

Kaizen Technologies helps organizations improve their performance, manage their projects, implement technology, and develop new products and services. They have helped companies from serial entrepreneurs to Fortune 500 companies solve their technology, software development, and mobile app development needs.

MobIQ is the 1st mobile device-based network analytics solution for mobile virtual network operators and industrial Internet-of-Things (IoT).

Riff Analytics is a technology company founded in 2017 that specializes in analyzing vocal data to enhance communication during virtual meetings and text chats. By utilizing artificial intelligence, Riff's platform models human interactions, providing insights into individual behaviors, team dynamics, and overall meeting effectiveness. The platform offers detailed metrics on engagement, dominance, influence, and information flow, enabling users to understand and improve their communication practices. Riff prioritizes user privacy by ensuring that data is only accessible to individuals from whom it was collected, without selling or sharing it with advertisers. This focus on privacy, combined with its analytical capabilities, positions Riff as a valuable resource for organizations seeking to optimize their online communication.

IntuiTap Medical is focused on improving the accuracy and efficiency of spinal puncture procedures, which often suffer from challenges related to precision and patient discomfort. The company has developed a handheld device that is the first comprehensive solution for spinal-needle placements. This innovative device integrates imaging of the spine with needle guidance and analytics, allowing healthcare professionals to perform lumbar punctures, spinal anesthesia, and epidurals with greater confidence. By streamlining these procedures, IntuiTap Medical aims to enhance the overall experience for both clinicians and patients while reducing procedural costs.

Atheraxon focuses on improving safety, efficiency, and automation across industrial, logistics, and construction sites by providing enhanced spatial visibility for managers and operators. The company leverages its advanced Theia mm-wave radar technology to achieve real-time, precise, and cost-effective localization of personnel, assets, and equipment. Additionally, Atheraxon employs fifth-generation radio-frequency identification technology, which eliminates the need for cumbersome battery changes and enhances accuracy to within five centimeters. The company’s innovative tracking platform features sticker-like tags that can be easily applied to various items, allowing clients to maintain smaller infrastructure, reduce downtime, and lower liability risks. Through these solutions, Atheraxon aims to streamline workflows, facilitate prompt exception notifications, and deliver comprehensive analytics for improved operational management.

PatientsVoices, LLC, founded in 2013 and based in Parkville, Missouri, operates a healthcare language processing platform that transforms patient feedback into actionable insights. The company utilizes advanced data analytics to process information from various sources, including surveys, social media posts, and complaints. This platform is designed to automatically categorize feedback into improvement priorities from the patient's perspective, demonstrating to hospital administrators how to enhance patient satisfaction. By summarizing patient responses into an easily digestible format, PatientsVoices equips healthcare providers with the tools needed to improve patient experiences and potentially increase Medicare reimbursements. The platform is currently being tested in hospitals to further validate its effectiveness.

Azimuth1 specializes in geospatial analytics and data science, providing customized technology solutions to address challenges in environmental, public safety, and national security sectors. The company develops specialized data analysis applications aimed at improving resource allocation in energy, environment, and public safety. Their offerings include minicarta, a tool for commercial real estate risk assessment, and envimetrics, focusing on environmental metrics. Through these products and services, Azimuth1 enables users to leverage data analytics for practical enhancements in their respective fields.

Liminal operates as a battery manufacturing intelligence provider that utilizes data and analytics. Its mission is to make electric vehicles the default option for any driver. The company was founded in 2015 and is headquartered in Emeryville, California.

Applied Biosensors specializes in the development of innovative biosensors and an analytics platform focused on real-time monitoring of biochemical processes. The company produces multi-analyte biosensors that are designed for single-use applications in bio-manufacturing. These polymer-based sensors utilize smart hydrogels and magnetic sensing technology, allowing for continuous monitoring of various biomarkers. They are compatible with different bioreactor systems, including single-use, shake-flask, and wave bioreactors. By offering solutions for the detection, prevention, and management of diseases, Applied Biosensors enables clients to achieve continuous multi-analyte monitoring in a cost-effective manner, enhancing efficiency in the biochemical market.

ReadAskChat is a research-based early learning system that fosters school-readiness through interactive family reading and conversation. The system is based on a beautifully illustrated digital library enhanced with supports parents and caregivers in cultivating their children’s thinking, creativity, and observation skills. Embedded conversation starters and projects spur meaningful child-adult verbal exchanges at three developmental levels ranging from 6 months to 5 years. The system includes train-the-trainer modules and guides for teachers and service professionals to help families engage in the tried-and-true method of reading to their children and responding to their ideas. ReadAskChat is the recipient of a prestigious National Science Foundation Small Business Research Innovation (NSF-SBIR) award and was a finalist in the 2016 University of Chicago Booth School of Business John Edwardson '72 Social New Venture Challenge.

Appia is the leading mobile user acquisition network; delivering mobile app downloads to over 1 billion users across 200 countries. Its platform was built to best serve the needs of mobile advertisers today, and Appia guarantees more app installs and the highest profit per install for its customers. Appia's robust network and advanced technology ensure apps are delivered to the best quality, largest audience possible. Brands like ngmoco, AppBrain, Fiksu, Playtika, Cupid and Zedge trust Appia with their mobile app discovery. Appia's extensive network of publishers and advertisers is constantly developing and its product portfolio continues to evolve, allowing it to bring quality apps to highly engaged consumers. Appia has raised $30M in funding from Venrock, DCM’s A-Fund, Trident Capital, Eric Schmidt’s TomorrowVentures, Relay Ventures, the Social Internet Fund, Noro-Moseley Partners, and Wakefield Group. The Wall Street Journal ranked Appia #22 on its list of the Top 50 Venture Backed Companies in 2012, the second year in a row that Appia has made the WSJ list of the Top 50, known as “The Next Big Thing”. With offices in San Francisco, CA and Durham, NC, as well as global sales offices, Appia has quickly become the largest, non-incentivized network. For additional information, visit appia.com or follow @Appia.

Reconstruct, Inc. specializes in predictive computer vision data analytics software tailored for construction projects. Its visual production management platform facilitates data collection through drones, fixed cameras, or mobile devices, enabling effective progress analysis and documentation. By visualizing images and 3D points aligned with Building Information Modeling (BIM), the platform enhances coordination and transparency among project stakeholders. It identifies locations at risk of delays, allowing for proactive weekly work planning, and integrates schedules with BIM animations to illustrate any changes in plans. Founded in 2016 and headquartered in Menlo Park, California, with an additional office in Champaign, Illinois, Reconstruct aims to improve construction management by fostering better communication and visibility, thereby mitigating risks and ensuring project returns on investment.

AI Strike provides big data and AI technology solutions and decision support systems that improve the bottom line of clients. The company's headquarters are in Shrewsbury, Massachusetts.

Neurologic Solutions is a pre-revenue company that develops smart EEG analytic software. The company was established in 2016 and is based in Baltimore, Maryland.

Hive Battery Labs specializes in the development of diagnostic technologies aimed at enhancing the efficiency and reducing costs associated with lithium-ion battery manufacturing. The company provides advanced test equipment and software analytics that utilize impedance spectroscopy, applicable across various battery management systems and high-power, multi-channel cyclers. By offering these innovative solutions, Hive Battery Labs enables battery manufacturers to optimize their processes for formation, storage, and testing, ultimately improving operational efficiency and reducing capital expenditures.

Steppingblocks is a data and analytics engine that provides workforce and education outcome insights on over 100 million individuals in North America. Steppingblocks' Student Platform provides digital career counseling based on real-world data and resources for data-driven career development.

Vana Learning's (SaaS) platform helps tutors, academic coaches, and teachers improve student academic outcomes and grow their businesses by simplifying processes and hosting features including behavior tracking, visualizations, and actionable insights.