National Science Foundation

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

myAnIML specializes in AI-driven solutions for predicting and tracking diseases in cattle. The company's innovative technology employs artificial intelligence to analyze unique facial features and muzzles of cattle through imaging, facilitating early detection and monitoring of diseases. By enhancing disease management in the cattle farming industry, myAnIML aims to reduce treatment costs and mitigate the spread of diseases, ultimately saving lives and increasing revenue for farmers.

Amplified Sciences LLC is a molecular diagnostics company focused on the early detection of debilitating diseases, particularly pancreatic cancer and kidney disease. Utilizing an ultra-sensitive molecular sensing technology licensed from Purdue University, the company’s platform can detect disease markers at the single molecule level, enabling accurate diagnosis from bodily fluids such as urine and saliva. This versatile technology is designed for scalability to point-of-care applications, allowing for effective disease screening with a favorable cost structure. Amplified Sciences has developed a working prototype and has published proof of concept data, positioning itself to meet significant unmet medical needs in diagnostics. Founded in 2016 and based in West Lafayette, Indiana, the company was previously known as Nutrabiotix.

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

Mente develops a surgical instruments tracking system aimed at enhancing the surgical experience while minimizing costs for hospitals, surgical teams, and patients. The company's innovative approach employs predictive analytics to monitor surgical instruments in the operating room, generating reliable, real-time data streams. This technology significantly improves resource management, ensuring that healthcare teams have the necessary tools readily available during surgeries. By focusing on efficiency and effectiveness, Mente seeks to transform the operational dynamics of surgical procedures.

NeuroGeneces utilizes advanced neuroscience, sleep expertise, and artificial intelligence to deliver brain health assessments aimed at enhancing cognitive longevity. The company has received funding from various reputable sources, including government agencies and private investors. Its flagship product is a sleep headband equipped with machine learning algorithms that analyze EEG data, comparing it against a proprietary normative database to determine an individual's biological brain age. This innovative approach allows healthcare practitioners to objectively evaluate brain function and develop targeted intervention strategies. Additionally, the device monitors sleep patterns, including quantity, quality, and heart rate variability, providing essential support for clinicians focused on wellness and preventative care. By identifying neurodegeneration early, NeuroGeneces aims to empower users to optimize their mental and physical performance.

Transparent Path is a logistics technology company focused on enhancing supply chain visibility for perishable goods, addressing issues of waste, cost, and risk. Founded in 2018 and restructured as a social purpose corporation in 2020, the company combines advanced technologies such as AI, IoT, and machine vision to modernize outdated supply chain practices. Their flagship product, the Transparent Path Visibility Platform, utilizes cellular sensors affixed to pallets, providing real-time data on location and environmental conditions to prevent spoilage and ensure product safety. Additional offerings include FreshScore, a predictive freshness algorithm that helps optimize product routing, and ProofScore, an algorithm that evaluates transparency in supply chains. These innovations not only help reduce operational losses but also promote environmental sustainability by minimizing waste. Transparent Path serves a diverse clientele, including sectors such as food, pharmaceuticals, and construction chemicals, and has established partnerships with notable organizations like Intel and ReFED. The company is actively working towards scaling its operations and expanding its offerings.

Metfora is focused on developing a blood test designed to identify chronic lung and heart disorders, as well as cancers, in their early stages. The company employs artificial intelligence to analyze patterns in circulating metabolites within a patient's blood, enabling the detection of diseases that may not present significant symptoms initially. This innovative approach aims to assist both doctors and patients by providing timely insights for diagnosing serious health conditions, ultimately enhancing early intervention and treatment options.

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

AngioInsight is a fully automated computer-based platform to assist with coronary angiogram video interpretation.

CardioPhi, a Harvard Innovation Labs company, specializes in developing artificial intelligence solutions for the automatic and reliable interpretation of electrocardiograms (ECGs). Their primary goal is to enhance outcomes for individuals with cardiac arrhythmias and decrease public expenditure on cardiovascular diseases, thereby aiding clinicians in assessing heart functionality more effectively.

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

NeuroGeneces utilizes advanced neuroscience, sleep expertise, and artificial intelligence to deliver brain health assessments aimed at enhancing cognitive longevity. The company has received funding from various reputable sources, including government agencies and private investors. Its flagship product is a sleep headband equipped with machine learning algorithms that analyze EEG data, comparing it against a proprietary normative database to determine an individual's biological brain age. This innovative approach allows healthcare practitioners to objectively evaluate brain function and develop targeted intervention strategies. Additionally, the device monitors sleep patterns, including quantity, quality, and heart rate variability, providing essential support for clinicians focused on wellness and preventative care. By identifying neurodegeneration early, NeuroGeneces aims to empower users to optimize their mental and physical performance.

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.

Revelen.ai develops investigation technology aimed at addressing gun-related crimes. Its solution integrates with existing law enforcement tools and databases, offering a comprehensive method for crime prevention and resolution. By utilizing these databases, Revelen.ai's technology transforms data matches into immediate leads on suspects and weapons, allowing investigators to generate trails for potential criminals. This innovative approach enables law enforcement to solve crime cases more efficiently and effectively.

Canomiks operates a genomics and artificial intelligence-based technology platform that focuses on testing and certifying the biological efficacy and safety of ingredients and formulations. Its services cater to the functional food and beverage, dietary supplement, and skincare industries, allowing companies to develop safe and effective products efficiently. By leveraging omics science, data analytics, machine learning, and bioinformatics, Canomiks streamlines the validation process for product efficacy, ultimately enabling clients to enhance product quality while reducing development time and costs. The company's long-term vision is to actualize the concept of food as medicine.

Zsense Systems specializes in the development of fluid condition-monitoring systems that provide lab-quality diagnostics in field applications. The company focuses on integrating technology and communications within critical fluid and lubrication systems. Through their engineering services and condition monitoring solutions, Zsense aims to enhance the reliability and performance of these systems, allowing clients to optimize equipment uptime, effectively manage maintenance, repair, and operations costs, and minimize the risk of equipment failure. By leveraging expertise in areas such as inductive pulse technology, oil analysis, and data science, Zsense delivers innovative solutions tailored to the needs of its customers.

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

Taurus Diagnostics is a health-tech company focused on enhancing the diagnostic process for men suspected of having prostate cancer. The company employs data-centric artificial intelligence solutions to improve the accuracy of magnetic resonance imaging (MRI), which helps prevent unnecessary biopsies. Its AI algorithm has been trained on a vast dataset of patient examples to reliably detect lesions indicative of prostate cancer. This technology allows physicians to identify patients who require biopsies more effectively and provides precise locations of the detected lesions, thereby supporting better clinical decision-making.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

OmicsCraft offers customers access to a customised data analytics pipeline and a sample-to-solution service. They offer cloud-based platforms that allow them to build analytics pipelines for omic data preprocessing, mass spectrometric-based metabolite identification, differential analysis of metabolite profiles, and multi-omics integration.

CereVu Medical focuses on enhancing patient care through an advanced pain management system. Their innovative solution features a small, wearable, single-use patch that adheres to a patient’s forehead, linking to a reusable monitoring console. This system employs proprietary algorithms and signal processing techniques to analyze personalized cerebral hemodynamic information. By doing so, it allows physicians to continuously assess a patient's pain levels and monitor the effectiveness of prescribed treatments, ensuring that care is tailored to individual patient needs.

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

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

Medecipher is an early-stage company focused on enhancing clinical operations in hospitals through innovative decision-support solutions. The company offers a suite of EMR-integrated tools that utilize predictive analytics to improve patient care, nurse retention, and financial performance. By applying advanced predictive and optimization technologies, Medecipher's platform enables healthcare providers to evaluate and implement customized staffing decisions. This approach aligns the skills and preferences of nurses with the specific needs of patients, thereby optimizing scheduling and operational efficiency in healthcare settings.

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

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

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

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

Revelata develops an artificial intelligence platform for extracting data from complex financial documents. It's first product, deepKPI, automatically surfaces hard-to-get KPI time series that are buried within billions of pages of SEC filings. The company was founded in 2020 and is headquartered in Palo Alto, California.

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

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 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.

Infratico is an infrastructure analytics company that specializes in structural health monitoring. The company focuses on detecting issues such as cracks from the bottom up, allowing stakeholders to address potential damage before it becomes visible. Infratico also develops EMbed technology, which enhances precision guidance and checkpointing for autonomous vehicles. This technology facilitates smart structures capable of relaying information within an Infrastructure-to-Everything (I2X) framework, supporting both autonomous and connected vehicles, as well as those driven by humans. By integrating these capabilities, Infratico aims to improve the safety and efficiency of transportation infrastructure.

Comon provides species identification, ecological monitoring, and geological assessment services. They offer unpiloted aerial systems' images for mapping, monitoring, and identifying rare and invasive species and provide reports on water loggers, soil samples, temperature, historic weather, and tidal data, enabling natural resource managers and conservation organizations to determine practices for sites.

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

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

HealthTrends.AI is a provider of an AI and blockchain-based platform that focuses on enhancing the accessibility and trustworthiness of public health data. The company aims to assist organizations in converting health data into actionable insights through its innovative solutions. Its offerings include standard APIs, predictive analytics, and comprehensive analysis reports, which facilitate the management of finance, supply chain, logistics, and patient engagement for healthcare providers. HealthTrends.AI's products are available as streaming feeds, dashboards, and other formats, allowing for seamless integration with third-party tools such as Power BI and Tableau. The platform is designed to be user-friendly and complements existing systems, making authoritative health information readily accessible and independently auditable.

Benchmark Labs, based in San Francisco, California, specializes in AI-driven weather forecasting tailored for the agricultural sector and other industries. The company delivers precise, asset-specific forecasts that help clients navigate the challenges posed by changing weather patterns. By utilizing Internet of Things (IoT) sensors from various manufacturers, Benchmark Labs provides critical data that enables organizations to optimize renewable energy generation and manage water allocation effectively. The accuracy of their forecasts is essential for maintaining infrastructure and operational efficiency in the face of increasing weather variability.

Nabla Bio operates an autoreverse platform that facilitates the rapid discovery of novel protein variants with unique properties. By leveraging insights gained from billions of natural proteins, the company engineers these enhanced proteins for both medical and industrial applications. Through extensive experimentation, Nabla Bio develops new medicines and improves nutritional products, allowing clients to conduct complex measurements of protein function and implement innovative solutions in various fields.

Amissa develops mobile and wearable application solutions aimed at alleviating the challenges of Alzheimer's care. The company’s technology empowers caregivers by allowing them to geo-fence and locate loved ones who may wander, remotely monitor their activity and health, and predict behaviors associated with Alzheimer's. In addition to these features, Amissa offers wearable biosensors integrated with a cloud-based data platform that collects biometric data on activity levels, sleep patterns, and physiological changes. This comprehensive approach not only aids caregivers in monitoring patients but also provides valuable insights for researchers seeking to understand disease progression, ultimately enhancing the quality of life for individuals with dementia and related disorders.

VeriSIM Life, Inc. is a biotechnology company based in San Francisco, California, established in 2017. It specializes in developing disease-specific biosimulation models that utilize artificial intelligence to predict the clinical outcomes of new drugs prior to clinical trials. The company offers a range of tailored solutions designed for pre-clinical and clinical programs, all centered around its validated BIOiSIM platform, which accommodates small molecules, large molecules, and viruses. By replacing traditional animal testing with sophisticated software simulations, VeriSIM Life aims to enhance the accuracy and efficiency of drug development, ultimately contributing to increased human life expectancy and the personalization of healthcare treatments.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

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.

Quantigic Solutions provides equity risk models customized for the quant trading needs as well as quantitative solutions for analyses of business, financial, and scientific data and information, enabling clients to make an educated investment decision.

BiomeSense, Inc. is a company that specializes in developing an integrated platform combining hardware, software, and data analytics to enhance the collection and analysis of microbiome data in clinical research. Founded in 2018 and based in Chicago, Illinois, BiomeSense has created the GutLab, an innovative "smart bathroom" system designed for continuous, at-home monitoring of the human gut microbiome. This technology, along with the MetaBiome time-series analytics platform, provides a comprehensive solution that enables researchers, patients, and consumers to track microbiome changes in real time and understand their impact on health outcomes. By generating and analyzing large-scale, longitudinal microbiome datasets, BiomeSense aims to discover and commercialize novel microbiome biomarkers, ultimately improving precision medicine and the development of microbiome-based therapeutics and products.

Sensible Weather is a climate risk technology company focused on mitigating the impact of adverse weather on travelers and travel partners. It provides a partner-branded Weather Guarantee service that automatically reimburses travelers when their experiences are disrupted by bad weather. Utilizing its proprietary climate data and risk analytics platform, Sensible Weather calculates Weather Guarantee pricing in real-time, which not only enhances the travel experience but also generates additional revenue for its partners. The company's insights offer valuable climate information and change projections, enabling users to stay informed about weather conditions and make better decisions for their travel and event planning.

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.

Starling Medical focuses on creating a remote patient monitoring platform that facilitates at-home urine diagnostics, integrating seamlessly into everyday bathroom routines. The company is developing a healthcare device that employs mass spectroscopy-based sensors to continuously monitor changes in urine composition. This technology aims to enable early detection of chronic health issues, allowing both patients and healthcare providers to intervene promptly and potentially prevent serious complications or hospitalizations. By offering predictive insights, Starling Medical aspires to enhance health outcomes through proactive monitoring.

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

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.

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

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

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.

FloraPulse specializes in providing advanced water stress sensors that enhance the productivity and efficiency of growers in the fruit and nut sectors. Originating from research at Cornell University, the company's patented microsensors measure stem water potential directly within the water-carrying tissue of crops, ensuring accurate and reliable readings. This technology enables growers to receive daily irrigation advice on their mobile devices, allowing for precise water management tailored to their specific crops and goals. By leveraging these tools, FloraPulse aims to help farmers optimize crop yield and quality while reducing costs and managing risks effectively.

Telling.ai is a telehealth platform focused on assessing lung health through the analysis of voice and breath sounds. By capturing respiratory sounds in real-world settings, the company provides real-time feedback and optimizes data quality to support individuals with chronic lung conditions. Their technology identifies signatures in breath and speech that indicate various medical conditions, including respiratory diseases and infections. Telling.ai aims to assist in the management of care for over 1 billion people suffering from acute or chronic respiratory disorders, enabling timely interventions that can prevent costly hospitalizations and improve overall patient outcomes.

CereVu Medical focuses on enhancing patient care through an advanced pain management system. Their innovative solution features a small, wearable, single-use patch that adheres to a patient’s forehead, linking to a reusable monitoring console. This system employs proprietary algorithms and signal processing techniques to analyze personalized cerebral hemodynamic information. By doing so, it allows physicians to continuously assess a patient's pain levels and monitor the effectiveness of prescribed treatments, ensuring that care is tailored to individual patient needs.

Prime Labs is a company focused on enhancing drug discovery through its cloud-based software platform, which specializes in mass spectrometry data processing, analysis, reporting, and visualization. The software is designed to support a variety of instruments and workflows, enabling scientists to conduct experiments with greater accuracy and efficiency. By streamlining the data processing experience, Prime Labs offers a user-friendly solution that minimizes the complexity typically associated with such tasks, allowing researchers to focus on their work with minimal training or installation requirements. This innovative approach facilitates a broader range of experiments in a shorter time frame, ultimately contributing to advancements in medical research and drug development.

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

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.

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

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.

Coagulo Medical Technologies, Inc. is a Massachusetts-based company focused on developing advanced testing systems for coagulation management. The company provides a portable and connected precision-medicine platform that enables healthcare professionals to detect, identify, and quantify the effects of various anticoagulants in whole blood. By utilizing a combination of patent-pending coagulation assays, microfluidic technology, and data analytics, Coagulo's system offers actionable results, facilitating personalized diagnosis and management of coagulation-related conditions. This innovative approach aims to improve healthcare outcomes by making coagulation testing more accessible and efficient for both providers and patients.

Biocogniv Inc. specializes in developing artificial intelligence-powered diagnostic tools designed for hospitals, with a focus on enhancing clinical operations. Founded in 2019 and based in Burlington, Vermont, the company provides plugins for electronic health record (EHR) systems that enable real-time screening of patients for conditions such as COVID-19 by analyzing standard blood test results. Biocogniv's platform is particularly beneficial for emergency departments, as it can predict sepsis-related mortality and the need for intensive care unit admission. By leveraging the vast amounts of clinical and administrative data generated by hospitals, Biocogniv aims to improve the quality, cost, and accessibility of healthcare while facilitating accurate and non-invasive diagnostic methods.

Mente develops a surgical instruments tracking system aimed at enhancing the surgical experience while minimizing costs for hospitals, surgical teams, and patients. The company's innovative approach employs predictive analytics to monitor surgical instruments in the operating room, generating reliable, real-time data streams. This technology significantly improves resource management, ensuring that healthcare teams have the necessary tools readily available during surgeries. By focusing on efficiency and effectiveness, Mente seeks to transform the operational dynamics of surgical procedures.

Clean Earth Rovers specializes in innovative technology aimed at addressing the marine debris crisis. The company has developed a system that operates similarly to a robotic vacuum, specifically designed for marinas. This technology autonomously skims for trash, collects oil, and gathers real-time water data, streamlining the cleanup process and reducing the reliance on manual labor. Additionally, it provides predictive analytics to anticipate pollution events, enhancing operational efficiency for waterfront businesses. Clean Earth Rovers focuses on both visible and invisible pollutants, including plastics, oils, and toxins, which contribute to harmful algal blooms. By enabling proactive monitoring and cleanup, the company supports marinas and governments in safeguarding marine ecosystems and maintaining water quality.

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

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

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

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

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

PolArctic, headquartered in Lorton, Virginia, is a specialized data science and oceanographic company focused on the Arctic region. It develops custom products and solutions, leveraging artificial intelligence and machine learning techniques to address business and policy questions related to the Arctic. By providing accurate and timely data-driven insights, PolArctic empowers its clients to plan and execute maritime activities with confidence.

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.

Mytide Therapeutics specializes in the development of peptide-based solutions aimed at addressing challenges in the synthesis and purification of specific peptide classes. The company collaborates with partners to explore peptide modifications and create comprehensive peptide libraries. Mytide leverages advanced biopolymer fabrication technology, incorporating predictive analytics and machine learning to enhance the production and discovery of synthetic biomolecules. This innovative approach aims to accelerate the development of biological therapeutics for patients suffering from serious illnesses, including metabolic disorders, cancer, and inflammatory conditions. Additionally, Mytide offers a cloud platform that allows partners to easily order peptides, track orders, and access interactive data displays.

SlateSafety develops a real-time physiological monitoring platform aimed at enhancing situational awareness and ensuring team safety in demanding work environments. The company's system focuses on injury prevention by utilizing a wearable safety device that monitors and collects physiological data from group members. This data is then accessible to authorized personnel through a web interface, allowing for real-time monitoring and post-incident analysis. By providing actionable insights, SlateSafety's platform helps users avoid overexertion injuries while performing strenuous tasks, ultimately fostering a safer workplace for large teams.

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

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

Aural Analytics, Inc. is a Scottsdale, Arizona-based company founded in 2015 that focuses on developing applications for monitoring brain health. The company has created a multi-modal brain health analytics platform that utilizes advances in artificial intelligence, neuroscience, and speech analytics to detect changes in neurological health. By leveraging proprietary metrics, Aural Analytics transforms smartphones and tablets into effective brain health monitors, capturing subtle, clinically relevant aspects of a patient's condition through speech samples. This technology enhances traditional functional rating scales used in clinical trials by providing objective, continuous outcomes, thereby allowing for more reliable evaluations of drug efficacy and other interventions. Aural Analytics' platform aims to reveal incremental changes in neurological health, facilitating accurate assessments by medical professionals.

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.

Prime Labs is a company focused on enhancing drug discovery through its cloud-based software platform, which specializes in mass spectrometry data processing, analysis, reporting, and visualization. The software is designed to support a variety of instruments and workflows, enabling scientists to conduct experiments with greater accuracy and efficiency. By streamlining the data processing experience, Prime Labs offers a user-friendly solution that minimizes the complexity typically associated with such tasks, allowing researchers to focus on their work with minimal training or installation requirements. This innovative approach facilitates a broader range of experiments in a shorter time frame, ultimately contributing to advancements in medical research and drug development.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

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.

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.

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

Alertive Healthcare is a digital healthcare company focused on addressing the hypertension epidemic and managing chronic diseases. The company has developed a remote healthcare management platform that enables healthcare providers to monitor patients' blood pressure between doctor visits. By utilizing data from FDA-approved, Bluetooth-enabled blood pressure devices, Alertive facilitates effective communication among care teams, allowing for timely clinical recommendations. This innovative approach significantly reduces the time required to achieve blood pressure control, cutting it down from the standard 18-24 months to as little as 10 weeks, ultimately helping patients lead healthier lives.

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

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

Medecipher is an early-stage company focused on enhancing clinical operations in hospitals through innovative decision-support solutions. The company offers a suite of EMR-integrated tools that utilize predictive analytics to improve patient care, nurse retention, and financial performance. By applying advanced predictive and optimization technologies, Medecipher's platform enables healthcare providers to evaluate and implement customized staffing decisions. This approach aligns the skills and preferences of nurses with the specific needs of patients, thereby optimizing scheduling and operational efficiency in healthcare settings.

SegAna, LLC is a medical device company based in Orlando, Florida, founded in 2015. It specializes in developing a cloud-based platform called RTapp, designed to enhance the radiation treatment of cancer. RTapp equips radiation oncology teams with advanced technology that automatically visualizes daily anatomical changes during treatment, allowing for more accurate tracking of tumor locations. This capability helps identify treatment plans at risk and predicts when these plans may exceed safety constraints, ultimately protecting healthy tissue from unnecessary radiation exposure.

DataChat, Inc. specializes in developing a data analytics platform that leverages Conversational Intelligence technology, allowing users to interact with their data through natural language conversations. Founded in 2017 and based in Madison, Wisconsin, the platform enables a wide array of data analytics functions, including exploratory and predictive analytics, structured and free search querying, and data visualization. Users can also create and share analytical recipes, collaborate on data science projects, and uncover patterns within their data, translating complex findings into easily understandable insights. By integrating real-time analytics capabilities, DataChat empowers clients to make informed business decisions quickly and effectively.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

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.

Unanimous A.I., Inc. specializes in swarm artificial intelligence software solutions that harness collective human intelligence to enhance decision-making and predictions. Founded in 2014 and headquartered in San Francisco, the company offers two primary products: Swarm Insight and Swarm IQ. Swarm Insight enables organizations to gather and analyze consumer insights more accurately than traditional methods, while Swarm IQ enhances the predictive capabilities of business teams, improving forecasts and evaluations. By merging real-time human input with AI algorithms, Unanimous A.I. creates dynamic systems that keep people involved in the decision-making process, rather than replacing them with automated solutions. This innovative approach has garnered recognition, including awards at the SXSW Interactive Innovation Awards. With additional offices in locations such as Arlington, San Luis Obispo, Chicago, and Washington, the company aims to transform how organizations harness collective intelligence for various applications, from marketing to finance.

SpIntellx, Inc. is a computational and systems pathology company based in Pittsburgh, Pennsylvania, specializing in spatial intelligence software products for cancer diagnosis. Established in 2017, the company offers innovative solutions such as SpIntellx, which analyzes image data sets from various imaging platforms and reagent types, enabling precise analysis of pathology tissue sections. Additionally, SpIntellx provides HistoMapr, a computational guide for pathologists, and TumorMapr, which examines the spatial interactions of biomarkers within whole slide images using multiplexed fluorescence. By leveraging unbiased spatial analytics powered by explainable AI, SpIntellx aims to enhance the understanding of complex cancer biology, contributing to advancements in medicine and research across drug development, diagnostics, and treatment pipelines.

Geospiza, Inc. is a technology company focused on developing climate risk assessment platforms to aid the emergency management industry in mitigating the impacts of climate-related disasters. The company provides Geospiza PATH, which allows risk managers and other stakeholders to quantify and address climate and natural hazard risks effectively. Additionally, Geospiza offers Geospiza SWIFT, a web-based decision support software that integrates various datasets and models, delivering actionable insights and enabling informed decision-making. Founded in 2017 and headquartered in Denver, Colorado, Geospiza leverages real-time IoT, big data, and advanced analytics to enhance crisis and emergency management processes, ultimately aiming to save lives and protect the environment.

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.

MRX Analytics, founded in 2017 and based in Colorado Springs, Colorado, focuses on addressing challenges related to 3D temperature measurements in MRI and other magnetic resonance imaging systems. The company employs a team of esteemed researchers in the field of Magnetic Resonance, utilizing their expertise to develop innovative solutions that enhance the accuracy and efficiency of MRI-assisted temperature measurement. Through its patent-pending technology, MRX Analytics aims to create new business opportunities for its clients while streamlining processes and saving time in medical imaging applications.

Xopolis provides AI solutions for economic and workforce managers. The company was founded in 2017 and is based in Reston, Virginia.

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