National Science Foundation

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

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

Amplified Sciences is a molecular diagnostics company developing a point-of-care platform that enables early detection of debilitating diseases. Its sensor-based and optical reporter systems, combined with machine learning and multi-analyte assays, target cancers and chronic conditions such as pancreatic cancer and kidney disease. The technology supports detection of low-abundance disease markers in urine and saliva, with scalability to cost-effective point-of-care formats. The company leverages ultra-sensitive sensing and composition-of-matter intellectual property licensed from Purdue University to deliver single-molecule level detection. Its portfolio aims to improve patient outcomes by enabling rapid, minimally invasive testing, reducing unnecessary procedures, and expediting diagnosis across oncology and other disease areas. The platform has demonstrated prototype data and is positioned for broad applicability across multiple disease states.

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 instrument tracking and monitoring system that uses predictive analytics to optimize the operating room experience for hospitals, surgical teams, and patients at the lowest possible cost. The solution provides dependable, real-time data streams on instrument availability and usage, helping to transform resource management in the OR. By ensuring the right instruments are on hand when needed, Mente aims to improve efficiency, reduce downtime, and lower overall surgical costs while supporting better patient care.

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

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

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

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.

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

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

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

Resolved Analytics specializes in computational fluid dynamics (CFD) software development and consulting. They leverage teamwork, creativity, and technical expertise to address fluid dynamics challenges, offering CFD simulations, software solutions, and training for multiphysics industries.

Revelen.AI is a technology company focused on developing investigative solutions aimed at addressing gun-related crimes. Its innovative technology integrates with existing law enforcement tools and databases, providing a comprehensive method for crime prevention and resolution. By converting database matches into immediate leads on suspects and weapons, Revelen.AI enables investigators to generate actionable trails, facilitating quicker resolutions to crime cases. The company's approach aims to enhance the efficiency of law enforcement efforts in solving crimes and improving public safety.

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

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

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

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

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.

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

Medecipher is an early-stage healthcare software company that develops decision-support tools for hospitals. Its web-based platform integrates with electronic medical records to deliver real-time predictive analytics and optimization for clinical operations and staff scheduling. By evaluating and implementing customized staffing decisions, Medecipher aligns nurse competencies and preferences with patient care needs, aiming to improve patient outcomes, nurse retention, and hospital efficiency.

ETALYC is a SaaS company specializing in optimizing traffic operations. It integrates modern technologies like IoT, machine learning, and big data analytics to analyze and improve traffic flow using data from various transportation modes.

CRCL Solutions, founded in 2021 and based in South Bend, Indiana, specializes in wind and solar forecasting services for energy markets, particularly within ERCOT's day-ahead and real-time markets. The company offers a weather forecasting platform designed to enhance forecast accuracy and strengthen power grid resiliency. By leveraging artificial intelligence, CRCL Solutions identifies discrepancies in current wind and solar forecasts and delivers improved atmospheric forecasting in real-time. This enables power traders to engage in low-risk, high-return trades and better anticipate market movements, ultimately supporting more efficient and reliable energy trading.

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

DrivenData is a company focused on leveraging advanced data science and crowdsourcing methodologies to address significant social challenges faced by mission-driven organizations. They organize online competitions lasting 2-3 months, inviting a global community of data scientists to develop the most effective statistical models for complex predictive problems. In addition to these challenges, DrivenData offers comprehensive services that include data assessment and planning, predictive modeling, statistical analysis, and rapid development and prototyping. By merging cutting-edge data science practices with a collaborative approach, DrivenData empowers organizations to utilize their data effectively and deliver impactful services.

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

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

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.

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.

Immersive Reality Group, founded in 2004 and headquartered in Bozeman, Montana, specializes in artificial intelligence and virtual reality technology to deliver personalized healthcare solutions. The company operates a platform designed for stress and anxiety management, which utilizes predictive analytics for health monitoring in home environments. By offering tailored virtual reality experiences, Immersive Reality Group aims to help users alleviate symptoms of stress and anxiety in real time, while also providing educational tools to teach effective coping strategies.

Talus Bio is a biotechnology company specializing in drug discovery. It focuses on developing therapies targeting challenging cancer transcription factors using its proprietary MARMOT platform, which integrates functional proteomics, automated biology, machine learning, AI, synthetic chemistry, and computational biology to design and analyze drugs, proteins, and genomics.

HealthTrends.AI provides a comprehensive platform that enhances the trustworthiness and accessibility of public health data through the integration of AI and blockchain technology. The company focuses on transforming health data into actionable insights, allowing organizations to effectively manage various aspects of healthcare, including finance, supply chain, logistics, and patient engagement. Its offerings include standard APIs, predictive analytics, and analytical reports, which facilitate seamless integration with existing systems and third-party tools. By delivering ongoing, independently auditable health information, HealthTrends.AI enables healthcare providers to make informed decisions based on reliable data, ultimately improving health outcomes and operational efficiency.

Benchmark Labs is a San Francisco-based company specializing in AI-driven weather forecasting systems tailored for the agricultural sector and other industries. The firm provides asset-specific weather information that enhances operational efficiency and infrastructure reliability amidst changing weather conditions. By utilizing IoT sensor technology, Benchmark Labs delivers accurate forecasts that are essential for optimizing renewable energy generation and managing water resources. Its innovative platform enables clients to navigate weather variability effectively, ensuring smoother operations across various applications.

Nabla Bio is a biotechnology company that uses artificial intelligence and lab technologies to rationally design novel proteins for drug development. They aim to create medicines and improve nutrition by engineering proteins with enhanced qualities.

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.

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

Spatio Metrics offers an analytics platform that helps architects, developers, and hospital operators bridge design and data by analyzing floor plans and spatial characteristics, integrating disparate data sources to reveal design gaps and inform data-driven interventions. The platform supports cross-functional teams in making smarter design investments by quantifying the human and financial impact of space design, and provides dashboards to show how facility layouts influence patient health outcomes, enabling real estate developers and building managers to optimize performance and facilities management.

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 develops an integrated hardware, software, and data platform to scale microbiome data collection and analysis for clinical research. The company integrates at-home monitoring of the gut microbiome through its GutLab smart-bathroom system with the MetaBiome time-series analytics platform to connect microbiome changes with clinical outcomes in real time. Its platform supports large-scale, densely longitudinal datasets to discover, validate, and commercialize microbiome biomarkers, enabling clinicians to apply microbiome insights to improve human health. Founded in 2018 and based in Chicago, BiomeSense seeks to advance precision medicine by providing end-to-end microbiome measurement and analytics.

NanoInnovations is a research and development company based in Sugar Land, Texas, established in 2014. The company specializes in the development of smart nanosensors that leverage machine learning for healthcare analytics. Its innovative platform technology is designed to analyze bio-fluids, including sweat and saliva, facilitating advancements in the management of conditions such as diabetes and heart failure. By providing real-time information, NanoInnovations empowers healthcare providers to enhance patient care and improve healthcare management outcomes.

Starling Medical is focused on creating a remote patient monitoring platform that facilitates at-home urine diagnostics, aiming to integrate seamlessly into everyday bathroom routines. The company designs healthcare devices that utilize mass spectroscopy-based sensors for continuous monitoring and early detection of health issues through urine analysis. By tracking changes in urine composition over time, Starling Medical's technology enables timely intervention for patients and healthcare providers, potentially preventing complications and reducing the need for hospitalizations. The organization is dedicated to developing predictive technology that enhances early detection of chronic health concerns, ultimately improving patient outcomes.

ClimateAI, established in 2017 and headquartered in San Francisco, specializes in enterprise software designed to predict and mitigate physical risks associated with climate change on assets. Their platform employs an intuitive climate decision engine, open-source satellite imagery, statistical analysis, and machine learning to help investors, insurers, governments, and other stakeholders develop climate-resilient strategies. The company aims to reduce, monitor, and adapt to climate risks across various industries, including agriculture, energy, construction, and asset management.

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 integrates wearable devices with machine learning algorithms to analyze real-time data from various physiological metrics, such as heart rate and skin temperature. The company’s platform, known as Recovery, employs this data to deliver timely interventions tailored to the needs of individuals in recovery. By utilizing a SaaS business model, Behaivior aims to democratize mental health recovery and support, assisting users in maintaining their wellness while enabling care providers to enhance their service delivery. Through its proactive approach, Behaivior seeks to improve mental health outcomes and reduce crisis events associated with addiction.

Dascena, Inc. is a healthcare technology company based in Oakland, California, that specializes in developing machine learning algorithms aimed at enhancing disease detection and improving patient care outcomes. Established in 2018, Dascena's flagship product, AlgoDiagnostics, autonomously processes electronic health record data to facilitate early intervention for conditions such as acute decompensation, sepsis, and acute kidney injury. The company focuses on addressing unmet healthcare needs through its innovative solutions in clinical decision support, point-of-care diagnostics, and biopharma companion diagnostics. By leveraging intensive clinical research, Dascena aims to enable clinical practitioners to make timely and accurate interventions, ultimately saving lives and enhancing the delivery of care.

Maia Analytica optimizes wastewater treatment through intelligent software and services. It enhances operational efficiency using innovative data tools, AI assistance, and embedded training programs.

Eino, Inc. is a New York-based company established in 2018 that specializes in developing predictive software designed to forecast urban population movement and intent. Utilizing a proprietary platform that integrates historical data with extensive contextual information, Eino harnesses artificial intelligence to provide actionable insights for businesses. This technology aids in optimal resource planning and distribution, helping companies enhance operational efficiency and improve customer service while increasing revenue. Eino is currently engaged in proof of concept projects with three major global operators, demonstrating its commitment to leveraging big data for effective network management and capacity planning in urban settings.

Telling.ai is a telehealth platform that focuses on respiratory monitoring and lung health assessment. The company analyzes voice and breath sounds to identify indicators of various medical conditions, particularly respiratory diseases and infections. Telling.ai's platform is designed to assist individuals with chronic lung conditions, enabling them to manage their health more effectively and prevent acute exacerbations. By capturing respiratory sounds in real-world settings, the platform provides real-time feedback while optimizing data quality through advanced denoising techniques. This allows for timely interventions that help avoid costly hospitalizations, ultimately benefiting the over 1 billion people affected by acute or chronic respiratory disorders.

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

InformAI provides artificial intelligence and analytics solutions for healthcare, enabling faster diagnoses, improved radiology productivity, and enhanced patient outcome analysis. The company develops AI-enabled tools for image classification in MRI and CT scans, natural language processing of medical reports for business analytics, and predictive models for patient outcomes and operational efficiency. Its software targets healthcare systems, imaging/PACS providers, medical device companies, and research institutes, supporting diagnostic decision-making, workflow optimization, and risk assessment across clinical care. Founded in 2017 and based in Houston, InformAI aims to synthesize large clinical datasets and deliver actionable insights to drive improved patient outcomes and operational performance.

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

Biocogniv develops AI-powered diagnostic tools for hospitals, delivering real-time clinical intelligence by integrating with electronic health records. Its platform analyzes standard blood tests and other data to screen patients for COVID-19 and to predict sepsis-related in-hospital mortality and ICU admission at emergency department presentations, enabling non-invasive, data-driven decision making. The solution plugs into existing EHR workflows to improve quality, lower costs, and expand access to care. The company was founded in 2019 and is based in Burlington, Vermont.

Mente develops a surgical instrument tracking and monitoring system that uses predictive analytics to optimize the operating room experience for hospitals, surgical teams, and patients at the lowest possible cost. The solution provides dependable, real-time data streams on instrument availability and usage, helping to transform resource management in the OR. By ensuring the right instruments are on hand when needed, Mente aims to improve efficiency, reduce downtime, and lower overall surgical costs while supporting better patient care.

Clean Earth Rovers develops autonomous waterway management technology that monitors and cleans aquatic environments. Its solution includes modular smart buoys that collect multiple water quality metrics and a web application for device management and data visualization, along with autonomous vessels capable of debris collection, oil capture, vegetation cutting, and algal bloom spraying. The technology helps municipal water managers, disaster response teams, and coastal harbor authorities maintain healthier, safer water bodies by enabling real-time monitoring and automated remediation. The company has deployments in Florida, Ohio, and California.

Infima employs deep learning technologies to revolutionize mortgage security analytics. Its solutions provide actionable insights into future borrower, security, and market behavior, empowering investors and traders to make informed decisions for superior portfolio construction and risk management.

InContext is a developer of an innovative healthcare platform that focuses on enhancing clinical decision support and quality management. The company's technology integrates seamlessly with electronic medical record systems, alleviating the burden of data entry and transformation tasks that often overwhelm healthcare providers. By automating these processes, InContext enables physicians to concentrate on patient care. Additionally, the platform features tools that capture reimbursement opportunities and assist users in actively managing care quality and compliance for both individuals and teams. This approach aims to streamline clinical workflows and improve overall efficiency in healthcare settings.

Astrolabe Analytics specializes in battery data management and predictive analytics solutions, catering primarily to the automotive and electric vehicle sectors, along with aerospace and grid storage industries. The company offers a comprehensive analytics tool designed for various stakeholders across the battery value chain, from materials developers to systems integrators. Their platform enables clients to enhance business outcomes, expedite time-to-market, and make informed decisions through customized insights derived from battery data management and predictive analytics. Additionally, Astrolabe Analytics provides consulting services tailored to meet specific client needs.

Koliber Biosciences is a biotechnology company focused on leveraging machine learning and artificial intelligence to enhance biomedical research and drug development. It offers a synthetic biology research platform that emphasizes statistically-guided experimental design, advanced modeling, and data analytics. By providing predictive modeling and practical statistics coaching, Koliber Biosciences aims to accelerate the discovery of new pharmaceuticals, enabling pharmaceutical companies to streamline their research processes and bring innovative therapies to market more efficiently.

Onda Vision Technologies is a company developing wearable sensors for real-time hydration monitoring, aiming to minimize exertional heatstroke incidents among youth, thereby reducing medical costs and long-term health risks associated with such conditions. Their IoT-based platform analyzes hydration data streams using proprietary deep-learning algorithms, enabling timely, meaningful end-user decisions through cloud-based analytics.

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 is a company that specializes in artificial intelligence to deliver actionable climate intelligence. It has developed a forecasting tool that utilizes machine learning emulators of weather and hydroclimate models. This technology aids in assessing operational and financial risks associated with climate variability, providing clients with the insights needed to make informed decisions regarding climate impacts on their businesses. Through its innovative solutions, Terrafuse addresses the growing demand for climate risk assessment in various industries.

Resolved Analytics specializes in computational fluid dynamics (CFD) software development and consulting. They leverage teamwork, creativity, and technical expertise to address fluid dynamics challenges, offering CFD simulations, software solutions, and training for multiphysics industries.

Mytide specializes in peptide synthesis and purification, aiming to facilitate diverse applications. They collaborate with partners to tackle challenges in peptide production, identify useful modifications, and design peptide libraries. Mytide offers a cloud platform for immediate ordering, properties calculation, order tracking, and interactive data display.

Preventa Medical is a healthcare technology company based in Stanford, California, founded in 2018. The company has developed a platform focused on patient monitoring that leverages artificial intelligence to enhance preventive care. By utilizing advanced imaging analytics, Preventa Medical provides actionable insights that can detect health issues before symptoms appear. This approach allows patients to receive personalized care and maintain awareness of their health conditions without disrupting their daily routines.

SlateSafety develops a real-time physiological monitoring platform for teams, using wearable devices to collect physiological data from group members, providing real-time safety insights and post-incident analysis through a web interface, aimed at improving situational awareness and preventing overexertion injuries in demanding jobs.

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

Aural Analytics, Inc. is a Scottsdale, Arizona-based company founded in 2015 that specializes in brain health monitoring through innovative technology. The company has developed a multi-modal analytics platform that utilizes artificial intelligence, signal processing, and speech analytics to detect subtle changes in neurological health. By converting smartphones and tablets into effective brain health monitors, Aural Analytics enables the collection of objective and interpretable data. This technology supplements traditional functional rating scales used in clinical trials, providing continuous and reliable metrics for assessing the effectiveness of medical interventions. Aural Analytics' platform captures clinically relevant speech, fine motor, and linguistic samples to offer healthcare professionals accurate assessments of patient health, thereby enhancing the understanding of disease progression.

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

Akai Kaeru develops AI software that helps data scientists understand complex data patterns visually. Their platform enables users to load, clean, analyze data, identify patterns, and extract causal relationships without extensive coding.

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

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

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.

Alertive Healthcare is a digital health company focused on hypertension and chronic disease management. It partners with healthcare organizations to remotely monitor patients with high blood pressure and deliver clinical recommendations between visits. Its platform aggregates data from FDA-approved Bluetooth-enabled blood pressure devices, enabling care teams to monitor trends, interpret information, and make timely decisions. By streamlining communication among clinicians and patients, the company aims to shorten the time to blood pressure control and improve health outcomes.

ETALYC is a SaaS company specializing in optimizing traffic operations. It integrates modern technologies like IoT, machine learning, and big data analytics to analyze and improve traffic flow using data from various transportation modes.

Eino, Inc. is a New York-based company established in 2018 that specializes in developing predictive software designed to forecast urban population movement and intent. Utilizing a proprietary platform that integrates historical data with extensive contextual information, Eino harnesses artificial intelligence to provide actionable insights for businesses. This technology aids in optimal resource planning and distribution, helping companies enhance operational efficiency and improve customer service while increasing revenue. Eino is currently engaged in proof of concept projects with three major global operators, demonstrating its commitment to leveraging big data for effective network management and capacity planning in urban settings.

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

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

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.

Accordion Health, Inc. is a healthcare technology company based in Austin, Texas, founded in 2014. It specializes in developing predictive analytics software solutions aimed at transforming large datasets into actionable insights for healthcare organizations. By leveraging advanced machine learning techniques, Accordion Health’s platform provides targeted guidance that processes data to identify undocumented conditions and track member behaviors in real-time. This enables healthcare providers to lower costs and enhance quality outcomes through custom analytics and precise predictions. The company operates as a subsidiary of Evolent Health, Inc., further expanding its capabilities in the healthcare analytics sector.

Medecipher is an early-stage healthcare software company that develops decision-support tools for hospitals. Its web-based platform integrates with electronic medical records to deliver real-time predictive analytics and optimization for clinical operations and staff scheduling. By evaluating and implementing customized staffing decisions, Medecipher aligns nurse competencies and preferences with patient care needs, aiming to improve patient outcomes, nurse retention, and hospital efficiency.

DataChat develops a conversational intelligence platform that enables users to interact with their data naturally through language. It offers predictive analytics, visualization tools, and collaboration features, allowing users to uncover patterns in data and make informed decisions quickly.

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

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

SpIntellx, Inc. is a computational and systems pathology company based in Pittsburgh, Pennsylvania, that specializes in spatial intelligence software products designed for analyzing pathology tissue sections in cancer diagnosis. Founded in 2017, the company offers innovative solutions such as SpIntellx, which processes image data sets from various imaging platforms and reagents, and HistoMapr, a computational guide for pathologists. Additionally, TumorMapr is utilized to analyze the spatial interactions of biomarkers within whole slide images using multiplexed fluorescence. With a focus on Precision Pathology and Spatially Intelligent Biology, SpIntellx leverages unbiased spatial analytics powered by explainable AI to enhance understanding of complex cancer biology, thereby facilitating advancements in drug development, diagnostics, and treatment strategies.

Unanimous A.I., Inc. is a technology company based in San Francisco, California, specializing in the development of swarm artificial intelligence software solutions. Founded in 2014, the company offers two primary products: Swarm AI and Swarm Insight. Swarm AI connects users in real-time to form super-intelligent systems that utilize collective human input, enhancing decision-making and predictive capabilities across various applications, including sales, marketing, and finance. Swarm Insight, a subscription service, enables organizations to gather and analyze the thoughts and opinions of consumer populations, providing more nuanced market intelligence compared to traditional methods such as surveys and focus groups. By merging human insights with AI algorithms, Unanimous A.I. creates dynamic systems that amplify the intelligence of groups, facilitating more accurate forecasts and optimized decisions.

Geospiza, Inc. is a technology company based in Denver, Colorado, specializing in climate risk assessment platforms aimed at the emergency management industry. Founded in 2017, Geospiza develops software solutions that integrate real-time Internet of Things (IoT) data, big data, and advanced analytics to help risk managers, sustainability teams, and asset managers assess and mitigate climate-related risks. Its flagship products include Geospiza PATH, which allows users to quantify and address risks associated with climate and natural hazards, and Geospiza SWIFT, a web-based workflow and decision support tool that consolidates diverse datasets and models to provide actionable insights. Through these platforms, Geospiza enhances decision-making processes, ultimately aiming to save lives and protect the environment in the face of climate disasters.

Maia Analytica optimizes wastewater treatment through intelligent software and services. It enhances operational efficiency using innovative data tools, AI assistance, and embedded training programs.

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

MRX Analytics, founded in 2017 and based in Colorado Springs, Colorado, specializes in addressing challenges that involve 3D temperature measurements in magnetic resonance imaging (MRI) systems. The company leverages its patent-pending technology to enhance MRI-assisted temperature measurement, aiming to streamline processes for its clients. With a team of internationally recognized researchers in the field of magnetic resonance, MRX Analytics is dedicated to providing innovative solutions that not only address specific customer needs but also create new business opportunities while saving time.

Terrafuse is a company that specializes in artificial intelligence to deliver actionable climate intelligence. It has developed a forecasting tool that utilizes machine learning emulators of weather and hydroclimate models. This technology aids in assessing operational and financial risks associated with climate variability, providing clients with the insights needed to make informed decisions regarding climate impacts on their businesses. Through its innovative solutions, Terrafuse addresses the growing demand for climate risk assessment in various industries.

Founded in 2016, Harmonic Bionics specializes in designing and manufacturing robotic rehabilitation systems. Their primary product is a bilateral upper extremity robotic system that enhances rehabilitation therapy through automation, dynamic data capture, and connectivity.

Prenosis, Inc. is an artificial intelligence company focused on advancing precision medicine in acute care settings. The company develops the Immunix™ precision medicine platform, which utilizes a comprehensive biomarker-clinical dataset to provide rapid biological insights and facilitate the real-time delivery of tailored therapies. This innovative approach aims to enhance patient outcomes by enabling healthcare professionals to understand and respond to complex health states more effectively. One of Prenosis's key achievements is the development of the Sepsis ImmunoScore™, the first FDA-authorized AI diagnostic tool for sepsis, which underscores its commitment to transforming acute care through data-driven solutions. By leveraging machine learning algorithms, Prenosis seeks to improve clinical decision-making and reduce hospital costs, ultimately redefining how healthcare is delivered.

Croptix is a precision agriculture platform that enables early detection of crop diseases and nutrient deficiencies in-field. By using spectrophotometer-based technology and machine learning analytics, Croptix helps farmers identify health concerns in plants, reducing crop loss and enhancing profitability.

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 integrates wearable devices with machine learning algorithms to analyze real-time data from various physiological metrics, such as heart rate and skin temperature. The company’s platform, known as Recovery, employs this data to deliver timely interventions tailored to the needs of individuals in recovery. By utilizing a SaaS business model, Behaivior aims to democratize mental health recovery and support, assisting users in maintaining their wellness while enabling care providers to enhance their service delivery. Through its proactive approach, Behaivior seeks to improve mental health outcomes and reduce crisis events associated with addiction.

Applied Biosensors develops advanced biosensors and an analytics platform for real-time monitoring of biochemical processes. The company specializes in polymer-based multi-analyte biosensors that utilize smart hydrogels and magnetic sensing technology, enabling the continuous monitoring of various biomarkers. These sensors are designed to be compatible with single-use bioreactors, shake-flask bioreactors, and wave bioreactors, giving clients the ability to track multiple analytes efficiently and cost-effectively. Applied Biosensors focuses on providing solutions for the detection, prevention, and management of diseases, addressing the growing needs in bio-manufacturing and healthcare.