National Science Foundation

PediaMetrix Inc. is a healthcare technology company based in Rockville, Maryland, founded in 2018 by a team of entrepreneurs and scientists from Johns Hopkins, NIH, and Oxford. The company specializes in developing a digital tool aimed at improving pediatric head measurement and monitoring. Its primary product, SoftSpot, is a mobile application that utilizes artificial intelligence and computer vision to provide accurate measurements of infants' head shapes and monitor their growth patterns. The app offers parents instant quantitative analysis and personalized repositioning instructions to address flat head syndrome while enabling pediatricians to access comprehensive data for effective clinical decision-making. PediaMetrix's mission is to enhance healthcare outcomes for children by facilitating early detection and management of cranial abnormalities, ultimately aiming to reduce healthcare costs and improve overall pediatric 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 LLC is a molecular diagnostics company based in West Lafayette, Indiana, that specializes in the early detection of debilitating diseases, including pancreatic cancer and kidney disease. The company utilizes an ultra-sensitive molecular sensing technology, licensed exclusively from Purdue University, which allows for the detection of disease markers at the single-molecule level. This technology is versatile and disease state agnostic, enabling accurate diagnosis using bodily fluids such as urine and saliva. Amplified Sciences has developed a point-of-care system that combines sensing and assay methods with low-cost biospecimen collection devices, facilitating scalability and accessibility in healthcare settings. Their first application focuses on the early detection of pancreatic cancer, addressing a significant unmet medical need and offering a favorable reimbursement pathway. With a working prototype and published proof of concept data, Amplified Sciences aims to provide healthcare professionals with innovative diagnostics that can operate with a single sample on one instrument.

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 is a company focused on enhancing the surgical experience for hospitals, surgical teams, and patients through the use of predictive analytics. It has developed a sophisticated surgical instruments tracking system that monitors instruments in the operating room, generating reliable, real-time data streams. This innovative approach aims to streamline resource management, ensuring that healthcare teams have the necessary tools available during surgeries while minimizing costs. By leveraging technology to optimize the surgical process, Mente seeks to provide a higher quality of care while maintaining efficiency and affordability in healthcare settings.

NeuroGeneces is a company that leverages advanced neuroscience, sleep expertise, and artificial intelligence to enhance cognitive healthspan through comprehensive brain health assessments. The company has developed a sleep performance device that utilizes machine learning algorithms to analyze patient EEG data, comparing it with a proprietary normative database to determine biological brain age. This innovative approach allows healthcare practitioners to objectively evaluate brain function and develop targeted intervention strategies. Additionally, the device monitors sleep quantity and quality, measures changes in heart rate variability, and aims to identify signs of neurodegeneration well before cognitive symptoms appear, enabling timely and effective interventions. By focusing on wellness and preventative care, NeuroGeneces aims to support users in optimizing their mental and physical performance.

Transparent Path is a logistics technology company focused on enhancing supply chain visibility for perishable goods. Founded as an LLC in 2018 and restructured as a social purpose corporation in 2020, the company aims to minimize waste and risk in the transportation of food, pharmaceuticals, and other critical perishables. Its offerings include a suite of software and hardware solutions that leverage advanced technologies such as IoT, AI, and machine vision. The Transparent Path Visibility Platform allows real-time tracking of shipments through cellular sensors that monitor location and environmental conditions, while FreshScore and ProofScore provide predictive insights and transparency ratings for products. These innovations help reduce supply chain losses and improve collaboration among partners. Transparent Path has formed partnerships with notable organizations and has received funding through various grants and investments, positioning itself for future growth. The company's mission is to keep perishables out of landfills and ensure the delivery of safe, high-quality products.

Metfora is a company focused on developing advanced blood test services aimed at the early detection of chronic lung and heart disorders, as well as various cancers. By utilizing artificial intelligence, Metfora analyzes patterns in circulating metabolites within patients' blood samples. This innovative approach enables the identification of diseases at their initial stages, allowing healthcare professionals to diagnose serious conditions even when symptoms are minimal. The company's commitment to enhancing early diagnostic capabilities positions it as a key player in the field of medical testing, ultimately aiming to improve patient outcomes through timely intervention.

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

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 is a company that leverages advanced neuroscience, sleep expertise, and artificial intelligence to enhance cognitive healthspan through comprehensive brain health assessments. The company has developed a sleep performance device that utilizes machine learning algorithms to analyze patient EEG data, comparing it with a proprietary normative database to determine biological brain age. This innovative approach allows healthcare practitioners to objectively evaluate brain function and develop targeted intervention strategies. Additionally, the device monitors sleep quantity and quality, measures changes in heart rate variability, and aims to identify signs of neurodegeneration well before cognitive symptoms appear, enabling timely and effective interventions. By focusing on wellness and preventative care, NeuroGeneces aims to support users in optimizing their mental and physical performance.

Resolved Analytics is a professional engineering company that collaborates with clients to enhance their development processes by reducing cycle times and costs. The firm focuses on computational engineering, offering services that include fluid-structure interactions, electrodynamics, magnetics, discrete element modeling, and computational fluid dynamics. By leveraging advanced simulations and visualizations, Resolved Analytics aids businesses in designing superior products, troubleshooting existing designs, and achieving their engineering goals. The company's commitment to teamwork and technical expertise enables clients to realize desired business outcomes effectively.

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 is a company that specializes in genomics, bioinformatics, and artificial intelligence to support the development of safe and effective products in the functional food and beverage, dietary supplement, and skincare sectors. The company operates a technology platform that employs omics science, data analytics, machine learning, and bioinformatics to validate and certify the biological efficacy and safety of various ingredients and formulations. This innovative approach enables clients to create high-quality products while significantly reducing both the time and costs associated with product development. Canomiks aims to revolutionize the industry by advancing the concept of food as medicine, aligning with a long-term vision of enhancing health through scientifically validated nutritional solutions.

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 is an innovative company that specializes in developing an AI platform aimed at addressing pediatric mental health issues. The platform leverages artificial intelligence, sentiment analysis, and machine learning to create a comprehensive mental health baseline for children. This technology is designed to assist healthcare providers and families in understanding children's unique mental health characteristics, facilitating the early identification of potential mental health conditions. By providing tools that enable easy and frequent tracking of pediatric mental health, FuturesTHRIVE aims to improve the overall approach to youth mental health care, ultimately enhancing outcomes for children and their families.

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 Inc. is a healthcare technology company based in Rockville, Maryland, founded in 2018 by a team of entrepreneurs and scientists from Johns Hopkins, NIH, and Oxford. The company specializes in developing a digital tool aimed at improving pediatric head measurement and monitoring. Its primary product, SoftSpot, is a mobile application that utilizes artificial intelligence and computer vision to provide accurate measurements of infants' head shapes and monitor their growth patterns. The app offers parents instant quantitative analysis and personalized repositioning instructions to address flat head syndrome while enabling pediatricians to access comprehensive data for effective clinical decision-making. PediaMetrix's mission is to enhance healthcare outcomes for children by facilitating early detection and management of cranial abnormalities, ultimately aiming to reduce healthcare costs and improve overall 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.

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 innovative early-stage company focused on enhancing clinical operations in hospitals through advanced decision-support solutions. The company offers a suite of EMR-integrated, real-time decision support tools that utilize predictive analytics to optimize various aspects of hospital management. By applying cutting-edge predictive and optimization technologies, Medecipher's platform aims to improve scheduling methods and facilitate an optimized staffing model. This model aligns the competencies and preferences of nursing staff with patient care needs, ultimately driving improvements in patient care, nurse retention, and overall hospital efficiency.

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

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 Inc. is a technology company that specializes in machine learning solutions for IT operational data. Founded in 2015 and based in Brooklyn, New York, the company utilizes patented unsupervised machine learning algorithms to address complex challenges in enterprise AI and IT management. InsightFinder offers a range of products, including a metric intelligence engine for automatic anomaly detection, a log intelligence engine for real-time keyword extraction, and an alert intelligence engine that reduces alert fatigue by filtering duplicate notifications. Additionally, the APM intelligence engine identifies issues in both proprietary and third-party applications. Through its AI Observability and IT Observability solutions, InsightFinder empowers large organizations to automatically detect, diagnose, and resolve IT incidents, thereby enhancing operational efficiency and minimizing disruptions.

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. 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.

Intersphere, founded in 2020 and headquartered in Fort Collins, Colorado, specializes in providing environmental services focused on delivering weather and climate forecasts for planning horizons ranging from seasonal to decadal. The company's services leverage both artificial and human intelligence to offer optimized predictions, aiming to minimize risks associated with weather and climate changes. These forecasts are tailored for various sectors including natural resource management, energy, and agriculture, enabling clients worldwide to make informed decisions based on accurate environmental data.

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 startup focused on drug discovery and development, particularly targeting challenging cancer transcription factors. The company employs an innovative approach that integrates functional proteomics, automated biology, and machine learning. Their MARMOT platform utilizes AI, advanced proteomics, synthetic chemistry, and computational biology to design and analyze drugs, proteins, and genomics. This platform is designed to advance drug development for gene regulation in oncology, aiming to create small-molecule therapies that can effectively control gene expression in cancer cells.

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 specializes in the development of an autoreverse platform for the discovery of innovative protein variants. These proteins, which exhibit unique qualities, are engineered to create new medicines and enhance nutritional products. By leveraging insights gained from billions of natural proteins, Nabla Bio enhances these variants through extensive experimentation, allowing for advanced applications in both medical and industrial fields. The company's focus on complex measurements of protein function positions it as a leader in the pursuit of previously unattainable protein capabilities.

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 Inc. is a healthcare technology company based in Rockville, Maryland, founded in 2018 by a team of entrepreneurs and scientists from Johns Hopkins, NIH, and Oxford. The company specializes in developing a digital tool aimed at improving pediatric head measurement and monitoring. Its primary product, SoftSpot, is a mobile application that utilizes artificial intelligence and computer vision to provide accurate measurements of infants' head shapes and monitor their growth patterns. The app offers parents instant quantitative analysis and personalized repositioning instructions to address flat head syndrome while enabling pediatricians to access comprehensive data for effective clinical decision-making. PediaMetrix's mission is to enhance healthcare outcomes for children by facilitating early detection and management of cranial abnormalities, ultimately aiming to reduce healthcare costs and improve overall pediatric care.

Spatio Metrics is a design analytics company focused on enhancing health outcomes through innovative architectural solutions. It provides a platform that enables hospitals to analyze floor plans and assess how spatial design influences patient health and operational efficiency. By integrating various data sources, the platform identifies design gaps and offers recommendations for performance improvements. This empowers hospital administrators to make informed design investments by quantifying both the human and financial impacts of their spatial decisions. Through its services, Spatio Metrics aims to facilitate collaboration among teams, inspire effective interventions, and ultimately promote better patient wellbeing in healthcare facilities.

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

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 specializes in developing intelligent software and services aimed at optimizing wastewater treatment processes. The company focuses on enhancing operational efficiency through innovative data tools and assistive artificial intelligence. Its offerings include real-time analytical tools that provide wastewater treatment operators with optimized recommendations, data management, process optimization, and performance tracking. Additionally, MAIA Analytica supports facility-specific training and custom data visualization, facilitating proactive decision-making for operators. The company also emphasizes rapid prototyping and deployment of custom, site-specific intelligent software tools, which include gamified training programs to improve operator skills and business management. Through these initiatives, MAIA Analytica contributes to the safe and efficient protection of waterways.

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, LLC is a company based in Houston, Texas, specializing in business analytics and artificial intelligence solutions tailored for the healthcare industry. Founded in 2017, InformAI develops advanced software that enhances medical diagnostics and boosts the productivity of radiologists. Its offerings include classifiers for paranasal sinuses and brain cancer, as well as predictive tools for surgical risks and patient outcomes. The company's AI-enabled tools leverage deep learning algorithms and natural language processing to facilitate image classification and analyze medical reports, thereby supporting healthcare organizations and medical device companies in improving operational efficiency and patient care. By synthesizing large datasets and addressing clinical challenges, InformAI aims to enhance patient outcomes and streamline healthcare operations.

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 Inc. is a Burlington, Vermont-based company that develops artificial intelligence-powered diagnostic tools aimed at enhancing healthcare delivery in hospitals. Founded in 2019, Biocogniv creates plugins for electronic health record systems that enable real-time screening of patients for conditions like COVID-19 by instantly analyzing standard blood test results. The company's technology focuses on improving the quality and efficiency of clinical operations by providing actionable insights derived from the vast amounts of data generated by healthcare systems. Biocogniv's platform is designed to seamlessly integrate with existing workflows in emergency departments, predicting critical outcomes such as sepsis-related in-hospital mortality and the need for intensive care unit admission. Through these innovations, Biocogniv aims to enhance the accuracy and accessibility of diagnostic methods in the medical sector.

Mente is a company focused on enhancing the surgical experience for hospitals, surgical teams, and patients through the use of predictive analytics. It has developed a sophisticated surgical instruments tracking system that monitors instruments in the operating room, generating reliable, real-time data streams. This innovative approach aims to streamline resource management, ensuring that healthcare teams have the necessary tools available during surgeries while minimizing costs. By leveraging technology to optimize the surgical process, Mente seeks to provide a higher quality of care while maintaining efficiency and affordability in healthcare settings.

Clean Earth Rovers is a developer of innovative technology aimed at addressing the marine debris crisis. The company has created an autonomous system tailored for marinas, functioning similarly to a robotic vacuum cleaner. This technology skims the water's surface to collect trash, oil, and other pollutants while continuously monitoring water quality in real time. By providing predictive analytics on potential pollution events, Clean Earth Rovers enhances operational efficiency for waterfront businesses, enabling them to maintain cleaner waterways and improve overall health of marine ecosystems. The company's commitment extends beyond visible debris, as it also focuses on monitoring hidden pollutants, such as plastics and toxins, that contribute to harmful algal blooms, thereby assisting governments and organizations in safeguarding marine environments.

Infima is a developer of advanced deep learning technologies focused on transforming mortgage security analytics. The company provides innovative solutions that deliver actionable predictive insights into future borrower, security, and market behavior. These insights empower investors, dealers, and other market participants to enhance decision-making and improve performance. Infima's approach significantly increases predictive accuracy compared to traditional methods, facilitating superior portfolio construction, security selection, and risk management for portfolio managers and traders. The company currently analyzes over 525,000 mortgage securities, backed by approximately 35 million mortgage loans, representing a combined market value nearing $11 trillion.

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 is a professional engineering company that collaborates with clients to enhance their development processes by reducing cycle times and costs. The firm focuses on computational engineering, offering services that include fluid-structure interactions, electrodynamics, magnetics, discrete element modeling, and computational fluid dynamics. By leveraging advanced simulations and visualizations, Resolved Analytics aids businesses in designing superior products, troubleshooting existing designs, and achieving their engineering goals. The company's commitment to teamwork and technical expertise enables clients to realize desired business outcomes effectively.

Mytide Therapeutics is a biotechnology company focused on the development and production of peptides for various applications. By leveraging advanced biopolymer fabrication technology, Mytide aims to address challenges in synthesizing and purifying specific classes of peptides. The company utilizes predictive analytics and machine learning to industrialize the production and expedite the discovery of biological therapeutics. This approach is designed to enhance access to life-saving therapies for patients suffering from serious illnesses, including metabolic conditions, cancer, and inflammatory disorders. Mytide also collaborates with partners to identify beneficial peptide modifications and construct diverse peptide libraries, providing them with access to a cloud platform for efficient ordering and data management.

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 is a company that specializes in real-time physiological monitoring systems aimed at enhancing situational awareness and ensuring team safety. Its platform is designed to prevent overexertion injuries among large groups engaged in strenuous tasks. By utilizing a wearable safety system, SlateSafety monitors and collects physiological data from team members through a dedicated collection device. This data is then made accessible to authorized personnel via a web interface, allowing for both real-time monitoring and post-incident analysis. The focus on injury prevention and actionable insights positions SlateSafety as a key player in promoting safety in demanding work environments.

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 specializes in developing AI software that focuses on identifying and visually explaining critical patterns within complex datasets. The company's interactive data visualization platform leverages advanced machine learning and artificial intelligence techniques to create a map-like representation of high-dimensional data spaces. This approach enhances user engagement by appealing to their visual literacy, making the platform accessible and easy to use. By providing clear insights into complex multivariate factors, Akai Kaeru's software aids decision-makers and data scientists in constructing reliable AI models and tackling real-world challenges effectively.

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 Inc. is a healthcare technology company based in Rockville, Maryland, founded in 2018 by a team of entrepreneurs and scientists from Johns Hopkins, NIH, and Oxford. The company specializes in developing a digital tool aimed at improving pediatric head measurement and monitoring. Its primary product, SoftSpot, is a mobile application that utilizes artificial intelligence and computer vision to provide accurate measurements of infants' head shapes and monitor their growth patterns. The app offers parents instant quantitative analysis and personalized repositioning instructions to address flat head syndrome while enabling pediatricians to access comprehensive data for effective clinical decision-making. PediaMetrix's mission is to enhance healthcare outcomes for children by facilitating early detection and management of cranial abnormalities, ultimately aiming to reduce healthcare costs and improve overall 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.

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 and other health metrics between doctor visits. Utilizing FDA-approved, Bluetooth-enabled blood pressure devices, Alertive Healthcare's platform collects and analyzes significant amounts of data, allowing care teams to communicate effectively and make timely clinical recommendations. This innovative approach significantly reduces the time required to achieve blood pressure control, potentially shortening it from the standard 18-24 months to as little as 10 weeks, thereby promoting better health outcomes for patients.

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

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 innovative early-stage company focused on enhancing clinical operations in hospitals through advanced decision-support solutions. The company offers a suite of EMR-integrated, real-time decision support tools that utilize predictive analytics to optimize various aspects of hospital management. By applying cutting-edge predictive and optimization technologies, Medecipher's platform aims to improve scheduling methods and facilitate an optimized staffing model. This model aligns the competencies and preferences of nursing staff with patient care needs, ultimately driving improvements in patient care, nurse retention, and overall hospital efficiency.

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

PediaMetrix Inc. is a healthcare technology company based in Rockville, Maryland, founded in 2018 by a team of entrepreneurs and scientists from Johns Hopkins, NIH, and Oxford. The company specializes in developing a digital tool aimed at improving pediatric head measurement and monitoring. Its primary product, SoftSpot, is a mobile application that utilizes artificial intelligence and computer vision to provide accurate measurements of infants' head shapes and monitor their growth patterns. The app offers parents instant quantitative analysis and personalized repositioning instructions to address flat head syndrome while enabling pediatricians to access comprehensive data for effective clinical decision-making. PediaMetrix's mission is to enhance healthcare outcomes for children by facilitating early detection and management of cranial abnormalities, ultimately aiming to reduce healthcare costs and improve overall pediatric 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 specializes in developing intelligent software and services aimed at optimizing wastewater treatment processes. The company focuses on enhancing operational efficiency through innovative data tools and assistive artificial intelligence. Its offerings include real-time analytical tools that provide wastewater treatment operators with optimized recommendations, data management, process optimization, and performance tracking. Additionally, MAIA Analytica supports facility-specific training and custom data visualization, facilitating proactive decision-making for operators. The company also emphasizes rapid prototyping and deployment of custom, site-specific intelligent software tools, which include gamified training programs to improve operator skills and business management. Through these initiatives, MAIA Analytica contributes to the safe and efficient protection of waterways.

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.

Harmonic Bionics, founded in 2016 and based in Austin, Texas, is focused on advancing neurorehabilitation through innovative robotic technology. The company specializes in the physical medicine and rehabilitation markets, particularly by digitizing and automating shoulder care. It offers an upper body robotic rehabilitation and assessment system characterized by a biomechanically matched shoulder design. This system employs high-speed, high-fidelity sensors to generate comprehensive data sets, allowing medical professionals to develop standardized and automated therapy protocols. Through its cutting-edge solutions, Harmonic Bionics aims to enhance patient recovery and improve rehabilitation outcomes.

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 focuses on the early detection of crop diseases and nutritional deficiencies. By offering a service that screens for crop health issues, Croptix aims to help farmers reduce crop loss and enhance profitability. The company has developed a plant diagnostic tool that utilizes patented spectrophotometer technology along with machine learning analytics. This tool captures and analyzes light that has interacted with plant leaves, producing an optical fingerprint that reflects the physiological state of the crops. This innovative approach enables farmers to address health concerns in their plants promptly, ultimately supporting the success of their agricultural endeavors.

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.