MassChallenge

CloEE is an AI digital advisor focused on enhancing sustainability and operational efficiency in discrete manufacturing. By utilizing generative AI, it provides real-time data analysis from manufacturing equipment, as well as manufacturing execution systems and enterprise resource planning systems. CloEE aims to improve Overall Equipment Effectiveness (OEE), significantly reduce energy consumption by 30%, and minimize emergency stops by 95%. The platform offers quick and cost-free project implementation, facilitating manufacturers in saving time and money while addressing critical challenges such as production downtime, delivery delays, and high defect rates. Having connected 25,000 machines across 25 countries, CloEE promotes a new model for efficiency and emission management, ultimately helping manufacturers reduce carbon emissions and drive annual revenue growth.

NatureDots is a Hard-Tech startup that develops and operates resource-intelligent, nature-based systems. These systems provide remote, real-time monitoring of aqua farms, using IoT, data analytics, and geospatial analysis to create healthy water ecosystems and generate revenue. By doing so, NatureDots helps aqua farmers mitigate ecological risks and uncertainties, benefiting approximately 15 million fish farmers in India. The company's long-term vision includes mapping 2.5 million hectares of freshwater bodies to create a digital twin of freshwater ecosystems, contributing to a climate-resilient new nature economy.

DocNexus is transforming the healthcare landscape by leveraging AI-powered knowledge graphs to enhance access to critical information. The company's platform provides a comprehensive database for key opinion leader (KOL) searches, advanced publication searches, and news aggregation, allowing medical affairs organizations to efficiently find evidence and stay updated on KOLs' digital presence. By delivering insights from millions of scientific publications, clinical trials, and news articles in seconds, DocNexus streamlines the process of connecting healthcare professionals across the ecosystem. This innovative approach enables clients to strengthen their medical affairs strategies and improve scientific exchange.

Malama is a developer of a personalized support platform aimed at improving pregnancy-related health outcomes, particularly for individuals managing diabetes during pregnancy. The platform offers tools for tracking glucose levels and meal intake, helping users identify dietary triggers and trends. Additionally, it provides access to one-on-one coaching, facilitating the optimization of health throughout pregnancy. By delivering actionable insights, Malama empowers patients to enhance their health and well-being during this critical period.

Flagler Health is a developer of clinical decision support software that transforms clinics into virtually vertical health systems. The company offers a platform that leverages patient data and clinical guidelines to assist physicians in identifying potentially beneficial procedures that may have been overlooked. By utilizing advanced AI technologies, Flagler Health recommends optimal treatment strategies based on individual patient data, enabling healthcare providers to deliver more comprehensive care. This approach aims to improve patient outcomes and enhance the overall efficiency of healthcare delivery.

ForesightCares is a technology company specializing in AI-driven healthcare solutions for the elderly. It aims to address the U.S.'s impending healthcare crisis, exacerbated by the growing aging population, often referred to as the "Silver Wave". The company develops AI technology to enhance elder care, focusing on routine motor function assessments. Its innovative system enables early detection and tracking of motor function deficits and fluctuations in older adults with conditions like Parkinson's, mild cognitive impairment, and balance issues. This technology benefits patients, caregivers, and healthcare providers by facilitating better health outcomes and improving quality of life.

Oatmeal Health is a pioneering virtual cancer clinic that focuses on delivering high-quality, patient-centered care through the integration of AI technology. The organization supports patients in Community Health Centers, Health Systems, and Imaging Centers by utilizing nurse practitioners and AI agents. Its services encompass a wide range of offerings, including lung cancer screenings, risk assessments, diagnosis, care navigation, and educational resources aimed at saving lives. By developing a multispecialty primary care and radiology platform, Oatmeal Health aims to enhance cancer screening and care for underserved populations, providing innovative virtual and on-site services. These services include AI-driven patient identification and matching, as well as AI-nodule risk assessments, ultimately empowering medical professionals to deliver preventative, image-based cancer screening at scale.

Birth By Us empowers mothers and birth attendants to customize their own birthing experience while providing caregivers with the insights and data needed to best assist their birth.

AI to accurately credit ads for their performance, unlocking insights to improve efficiency

Aevice Health specializes in non-invasive wearable technology aimed at monitoring respiratory health in real-time. The company develops devices specifically for asthmatic patients, which track and record vital historical data related to respiratory symptoms and medication usage. This technology facilitates the early detection of cardiopulmonary issues, enabling clinicians to monitor patient responses to treatment effectively. By providing critical health insights from the comfort of home, Aevice Health enhances patient care and allows for quicker, more targeted medical interventions.

Elythea is a technology company that develops a medical platform for obstetricians. This platform uses machine learning and deep learning algorithms to predict the risk of pregnancy complications, such as postpartum hemorrhage, cesarean section, and eclampsia, as early as the first trimester. It leverages clinical history and demographic information available at the point of care, enabling doctors to prepare for potential high-risk cases months in advance. Elythea's proprietary models have shown significantly higher sensitivity in predicting hemorrhage risk compared to current gold standard assessments, potentially reducing mortality and healthcare costs by over 90%.

dataArrows specializes in optimizing building operations through the use of Artificial Intelligence (AI) and Internet of Things (IoT) technologies. The company has developed a facility management platform that analyzes large volumes of data generated by sensors and building systems. By identifying patterns, trends, and opportunities for optimization, dataArrows enables building owners and facility managers to enhance sustainability and improve occupant satisfaction. Through its innovative approach, the company aims to transform traditional facility management into a more efficient and responsive process.

unique approach targets end-to-end health, nutrition, fitness and wellness so that no chronic health conditions, Using machine learning to study behavior change. innovative tech is enhanced by human connection through 1:1 coaching.

Auspex Diagnostics is an AI startup focused on enhancing cancer care through advanced diagnostic services. It utilizes machine learning algorithms to analyze the genomic information from patients' tumor samples. This analysis helps in accurately assessing the risk of cancer recurrence and the efficacy of various treatments. By providing valuable insights, Auspex Diagnostics enables oncologists and patients to make informed, data-driven decisions regarding personalized treatment plans, ultimately aiming to improve the overall quality of cancer care.

Amectron operates a cloud-based platform that aggregates and analyzes corporate Environmental, Social, and Governance (ESG) data. It employs proprietary algorithms and explainable AI to verify ESG reporting, identify greenwashing, and provide real-time news analysis. This enables investors to make more informed decisions about companies with robust ESG practices.

Predyct specializes in developing smart sensors that encode current asset conditions via permanent physical changes, without requiring power. These sensors are designed for easy installation and wireless data transfer, with the cloud handling data decryption, authentication, and processing. This enables industries to enhance operational efficiency and sustainability by leveraging digital twins and reducing their carbon footprint.

Scrapp is a mobile app and tablet station designed to simplify the recycling process by scanning waste items to determine their recyclability based on local recycling regulations. The app has demonstrated a significant impact by reducing contaminated waste by 93% and doubling recycling participation. Utilizing patent-pending AI technology, Scrapp connects various stakeholders in the recycling value chain, providing valuable data that helps businesses understand the recyclability of their packaging. This insight aids brands and retailers in achieving their Extended Producer Responsibility (EPR) and Environmental, Social, and Governance (ESG) objectives. By making recycling accessible, engaging, and rewarding, Scrapp encourages consumers to participate in sustainable practices, contributing to a more sustainable future by promoting the reuse of resources and minimizing waste.

KardioStatus is a healthcare technology company that converts biometric data into personalized clinical treatments. Its platform, developed by leading physicians and engineers, creates unique biometric profiles for patients and provides tailored therapeutic recommendations, helping healthcare providers enhance patient outcomes, lower costs, and simplify decision-making processes.

Util is a developer of sustainability intelligence technology that provides investors with an objective, evidence-based assessment of a company's impact. By leveraging big data and machine learning, Util aggregates and analyzes comprehensive company data related to various stakeholders, including employees, customers, and the environment. This information is transformed into a dollar-based annual value generated metric, enabling responsible investors to evaluate both financial and non-financial returns. The company's innovative methodology goes beyond traditional ESG metrics, portraying companies as complex value generators. Util's product encompasses all listed securities and is specifically designed for investment managers seeking advanced analysis that aligns with the efficiencies of financial reporting. Currently, Util collaborates with two investment manager partners who collectively manage $130 billion in assets to refine its methodology and product offerings.

myBiometry is developing a platform to monitor/manage patients with chronic disease using biomarker data from proprietary sensors and ML to identify patients at risk of treatment failure. Our initial focus is asthma where treatment failure occurs over 46% of the time (11.5M US patients, $80 billion). We are developing a single use, disposable sensor and device to track a biomarker of inflammation in breath. The data determines changes in adherence, treatment response, and risk of attack.

juli is a digital healthcare startup founded in 2020, aimed at improving the lives of individuals with chronic conditions. The company develops an artificial intelligence-powered application that consolidates diverse healthcare data into a single platform. This application supports users dealing with various chronic health issues, such as asthma, migraines, depression, bipolar disorder, and chronic pain. By integrating data from smartphones, wearables, and self-reported information, juli enables users to self-track and manage their symptoms effectively. The founders, motivated by personal experiences with chronic conditions, leverage their expertise in big data to enhance healthcare outcomes and promote better understanding of health triggers and management strategies.

Delfina is a company that specializes in developing a personalized prenatal care system aimed at ensuring the safety of mothers and infants during pregnancy. By leveraging data and machine learning, Delfina's platform creates individualized pregnancy care plans that assess patient risk through various metrics. This approach not only enhances interventional workflows but also improves provider efficiency, facilitating early intervention in prenatal care. Delfina's commitment to data-driven insights is paving the way for clinical innovation, ultimately striving to deliver equitable and cost-effective healthcare solutions for expectant families.

Ferrum Health, Inc. is a health technology company based in Santa Clara, California, that develops an artificial intelligence platform aimed at preventing medical errors and improving patient outcomes. The platform analyzes patient data across health systems to identify gaps in care and deploys multiple computer vision algorithms to evaluate radiologic images for commonly overlooked pathologies, such as lung nodules and fractures. Additionally, a proprietary natural language processing algorithm correlates these findings with physician notes, enabling hospital quality officers to address potentially missed diagnoses. Founded in 2017, Ferrum Health focuses on ensuring quality assurance in critical healthcare decisions, thereby enhancing the overall patient care experience through the integration of AI-driven tools.

HealthOpX specializes in developing software solutions for community-based organizations, health systems, and payers, aiming to enhance community member engagement and overall health outcomes. Their platform includes a predictive analytics tool that helps assess the risks associated with patient readmissions, emergency room visits, and morbidity. This technology supports healthcare practitioners by facilitating care coordination, improving medical adherence, and enhancing clinical experiences. Through its services, HealthOpX enables organizations to implement effective health programs and collaborate with government and health entities, ultimately providing accessible and cost-effective care to at-risk patients.

Noonum, Inc. is a startup based in Redmond, Washington, founded in 2015, that specializes in providing a cloud-based software platform designed for comprehensive company analysis through artificial intelligence and natural language processing. Its suite of products includes Concept, which identifies investment trends; Value Chain, which outlines the ecosystem surrounding companies; and Bring Your Own Device (BYOD), which extracts keywords from documents. Noonum's technology employs machine learning to analyze vast amounts of data, enabling investors to rapidly access relevant insights on companies, industries, and markets. This approach significantly accelerates the research process, allowing investors to make informed business decisions by uncovering hidden information from millions of data points in seconds.

Procurance is a solution that helps manage the sustainability of brands, retailers, and other value-chain partners' supply chains. It combines intelligent web and mobile-based tools, developed using globally-aligned metrics and methodology for risk detection, advanced analytics that combine micro-data with satellite data (e.g. deforestation maps) to provide actionable insights to procurement, marketing, and sustainability managers.

NemoCare is developing the smartest and most comprehensive patient monitoring and management system. It is an innovative, continuous vital sign data acquisition, analysis and prediction engine that combines unobtrusive wireless wearable sensors and networks, analytical algorithms and big data to provide affordable continuous, high resolution monitoring for all newborns in hospital, and at home. We use design thinking principles to build life-saving technologies that will transform the way healthcare is delivered. Our current area of work is in newborn and maternal care.

Arcascope develops health and fitness applications that focus on optimizing the body's internal circadian rhythms. By utilizing algorithms that analyze data from smartphones and wearable devices, the company tracks users' circadian clocks in real-time. This information allows Arcascope to generate personalized recommendations aimed at helping individuals adjust their sleep patterns and improve overall well-being. Through its innovative approach, Arcascope enables users to mitigate fatigue and enhance their daily life by effectively aligning their biological clocks.

Habits AI focuses on enhancing well-being within communities and workplaces by addressing lifestyle-related health issues and mental health challenges. The company offers a corporate well-being platform that integrates a virtual coach, an AI-driven chatbot, behavioral science principles, and gamification techniques. This innovative approach allows organizations to foster healthier workplace cultures, ultimately improving employee engagement, productivity, loyalty, and overall health. By providing scalable solutions, Habits AI aims to create happier and more productive environments for individuals and organizations alike.

Labinnova detects Breast Cancer in a Breath Sample with 98% sensibility. providing Qualitative results.

Talentu is a hiring software startup focused on enhancing job matching for unskilled job-seekers and companies. By integrating artificial intelligence and automation, Talentu aims to improve the quality and efficiency of talent selection, retention, and training processes. The platform is designed to identify, train, and manage teams more effectively while forecasting the future performance of candidates. This approach not only streamlines the hiring process but also helps organizations build a more productive and efficient workforce.

Nightingale Caring Solutions specializes in nursing care analytics aimed at enhancing the delivery of nursing services within healthcare systems. By employing advanced research techniques, big data, and machine learning, the company analyzes the relationship between individual nurses and patient outcomes. This analysis supports hospital administrators in optimizing various operational aspects, such as nurse staffing, scheduling, and nurse-patient assignments. The technology developed by Nightingale Caring Solutions enables stakeholders to visualize workforce dynamics and make informed decisions that improve both patient and nurse outcomes. Ultimately, the company focuses on creating tailored solutions that promote safety, efficiency, and cost-effective care delivery in the healthcare sector.

Through the experience of 15-year skin optics research, we developed optical modules that work in conjunction with sophisicated algorithms to quantify various skin contents such as hemoglobin, bilirubin, skin collagen, skin oxidative stress, blood glucose variation, and etc. In contrast to the market available wearable optical modules that can only measure heart beat rate, our wearable module design provides much more information for personal health monitoring and thus could have multitude application scenarios with great marketing potential.

Vironix Health specializes in developing advanced machine-learned surveillance technologies that enable real-time, remote monitoring and detection of health deterioration related to respiratory illnesses such as COVID-19, influenza, and chronic obstructive pulmonary disease (COPD). The company's innovative platform offers a range of services, including remote patient monitoring, therapeutic monitoring, and chronic care management, equipping healthcare providers with the necessary tools to deliver effective care from a distance. Vironix Health's proprietary APIs are designed to be hardware agnostic, allowing integration into various applications utilized by patients, healthcare providers, and employers for enhanced institutional wellness. Founded by a team of dedicated scientists, physicians, technologists, and entrepreneurs, the company was established in response to the global impact of the COVID-19 pandemic, aiming to improve patient outcomes while reducing healthcare costs.

Candelytics is an accelerator-backed startup building the digital infrastructure to support the coming revolution in 3D data. We are partnered with the Navy Information Warfare Center's (NIWC) research lab to leverage LIDAR-based technology and develop advanced analytics that will make 3D data accessible, intelligent, and impactful across a diverse array of operational environments.

Glamorous AI develops an artificial intelligence-based drug discovery platform that focuses on low-data scenarios in pharmaceutical research. The platform utilizes AI to identify and optimize novel chemical compounds, facilitating the discovery of new medicines by analyzing prior experimental results. It is designed to handle sparse, noisy, and small datasets, making it particularly effective for tackling complex drug discovery challenges. By leveraging a large repository of pre-trained and customizable AI models, Glamorous AI enables researchers to screen extensive chemical libraries and address novel and first-in-class therapeutic targets, ultimately driving innovation in drug development and contributing to the advancement of treatments for various diseases.

Guidance Analytics is providing artificial intelligence solutions that extract performance data required for medicare payment adjustments.

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

Delfina is a company that specializes in developing a personalized prenatal care system aimed at ensuring the safety of mothers and infants during pregnancy. By leveraging data and machine learning, Delfina's platform creates individualized pregnancy care plans that assess patient risk through various metrics. This approach not only enhances interventional workflows but also improves provider efficiency, facilitating early intervention in prenatal care. Delfina's commitment to data-driven insights is paving the way for clinical innovation, ultimately striving to deliver equitable and cost-effective healthcare solutions for expectant families.

Kura Skin is a skincare matchmaking platform. We use data and our proprietary matchmaking algorithm to help our customers cut through the clutter and find what works for a fraction of the cost and none of the hassle.

Lambent Data specializes in creating innovative software solutions that facilitate the engagement of families and individuals in managing their health and social determinants. The company collaborates with healthcare and social service providers to enhance outcomes and operational efficiencies. Its user-friendly platform aims to improve the well-being of children and families by addressing various social determinants of health. By leveraging powerful data analytics, Lambent Data strives to support healthcare providers and social service practitioners, ultimately leading to better health outcomes while reducing overall healthcare costs.

SpotlightAI offers a middleware tool to manage and audit data requests, mask production data, and share data. It detects personal information markers in unstructured datasets. For inquiries, their telephone number and address are available on their linkedin page.

Mobilized Construction Ltd, founded in 2015 and based in Cardiff, United Kingdom, specializes in developing smart sensors that attach to the dashboards of operating vehicles. These sensors collect ultra-high frequency seismic data and time-series data on road conditions without requiring user interaction, thus incurring no additional operational costs. The company also provides a software platform that enables local governments to analyze this data through automated AI analytics and data visualization tools. By facilitating the monitoring of road surface quality and construction work, Mobilized Construction helps local governments make timely and cost-effective repairs, ultimately extending the lifespan of road infrastructure.

Agrinfo is a transformed data-driven agribusiness that enhances food security, improves livelihoods, and offers a full stack solution for high-precision aerial surveillance imagery to pre-emptively avert crop yield loss due to insects, crop disease, weeds, and nutrient deficiencies.

ValueMyBrain is a smart safety helmet to prevent accidents for helmet-wearing workers (construction, oil & gas, building maintenance etc.). Value My Brain captures EEG raw data, processes them in real time in the cloud, and identifies loss of attention leading to risky conditions. Workers (and/or their organization) at risk are alerted, allowing a reduction in accidents. Our product is based on a proprietary algorithm that we are bringing from clinical to industrial level. We are developing ValueMyBrain in close cooperation with some universities and with a San Jose based leading manufacturer of physiological sensors technology.

VISENSE is a provider of remote error monitoring and diagnosis solutions for industrial production environments. The company utilizes sensor and camera technology alongside data analytics and machine learning to deliver real-time insights into production errors. By streamlining the identification and resolution of incidents, VISENSE significantly reduces the time needed to address production issues by 50%. This approach not only enhances production quality but also improves machine availability through effective error prevention strategies. The system facilitates improved machine planning and automated information exchange, enabling users to respond swiftly and accurately to operational challenges.

Xena Intelligence is a data-driven management platform designed for e-commerce sellers, focusing on enhancing sales across major marketplaces such as Amazon and Walmart. The platform utilizes a proprietary algorithm that leverages intelligent data analytics to optimize pay-per-click advertisement campaigns. By continuously ingesting keyword and sales data from various sources, Xena Intelligence automates decision-making processes, allowing clients to create adaptable advertising strategies that respond to the dynamic nature of the e-commerce landscape. This approach aims to improve the effectiveness of marketing efforts and drive growth for e-commerce businesses.

VenoVision is an AI-driven platform that specializes in contactless cardiopulmonary monitoring, aiming to enhance cardiac care for patients with heart failure and those at risk. By utilizing a thermal imaging monitoring device, VenoVision provides continuous hemodynamic assessments, allowing medical teams to gain insights that were previously only available through invasive cardiac catheterizations. The system is designed to monitor patients post-hospitalization, identifying and alerting healthcare providers to any deterioration in conditions before they escalate, thereby reducing costly admissions to cardiac ICUs. This innovative approach not only improves patient stability at discharge but also facilitates compliance monitoring for various conditions, ultimately contributing to better outcomes for millions of patients.

Semantic Health is a Toronto-based healthcare technology company that utilizes proprietary artificial intelligence to enhance medical coding, auditing, and clinical documentation improvement processes for hospitals. The company's online medical data platform automates the extraction of medical codes and insights from patient charts, creating a real-time, actionable data layer. This disruptive data engine enables hospitals to analyze medical data more effectively, ultimately improving patient care, operational efficiencies, and the delivery of value-based care.

Agamon is a healthcare intelligence platform that focuses on enhancing the management of radiology findings and follow-up recommendations. Utilizing advanced deep learning natural language processing technology, Agamon's platform automates the extraction of critical data from radiology reports, facilitating streamlined workflows, personalized communications, and monitoring of follow-up adherence. The platform effectively manages important healthcare programs, including Lung Cancer Screenings and the tracking of incidental findings such as pulmonary nodules and aortic aneurysms. By breaking down data silos and structuring unstructured data, Agamon provides physicians and researchers with valuable insights that are essential for advancing medical procedures, diagnostics, and treatment in the healthcare sector.

Tellus is a health monitoring platform focused on enhancing eldercare quality and operational efficiency. It utilizes advanced, wireless sensor technology to monitor vital signs and activity without the need for wearables or video cameras. The platform provides real-time alerts and actionable insights related to fall detection, sleep patterns, pulse, behavior, heart rate, and breathing rate. By analyzing baseline health data, Tellus enables care facilities to respond effectively during emergencies and make informed decisions to improve the well-being of their residents.

Qumata specializes in life and health insurance underwriting by utilizing digital data to assess the risk of over 800 medical conditions. The company's innovative approach streamlines the application process, reducing the need for lengthy questionnaires and medical visits, thereby saving applicants significant time. Qumata aims to enhance the underwriting experience for insurers while maintaining accuracy, ultimately enabling them to discover new revenue opportunities. Through its platform, Qumata is setting a new standard in the insurance industry by improving efficiency and customer satisfaction in the underwriting process.

Beekin is a developer of a real estate analytics platform that offers prescriptive analytics for multifamily and single-family operations. It provides institutional-scale investment management solutions, enabling clients to harness vast amounts of data for informed decision-making in real estate investments. The platform delivers real-time insights on valuations, contract management, accounting, and reporting, helping clients optimize their investments effectively. Trusted by some of the world's largest family offices and private funds, Beekin manages over $5 billion in real estate assets daily, generating significant financial returns. The company combines expertise in data science with a deep understanding of real estate, supported by a team of urban economists and AI professionals. Through collaboration and a commitment to transparency, Beekin aims to enhance efficiency and drive innovation in the real estate sector.

Habu is a marketing data operating system that helps brands enhance their first-party data while prioritizing privacy. The company's modular platform is designed to integrate with existing marketing technologies, including legacy systems, allowing marketers to avoid additional investments in new platforms. Habu enables brands to establish a robust data foundation, uncover actionable insights, and deliver personalized marketing across multiple channels. With its focus on automated privacy compliance, Habu supports clients in navigating the complexities of data management in a privacy-conscious environment. The company is headquartered in San Francisco and has additional offices in Boston and New York.

See Yourself Health specializes in chronic care management by leveraging immersive technology, data science, and social learning to enhance health and wellness. The company offers a platform focused on diabetes treatment within a virtual environment, utilizing a peer network and a constructivist curriculum to foster engagement. By emphasizing peer support, online learning, and measurement-based care coaching, See Yourself Health aims to improve outcomes for individuals managing chronic diseases. Their approach is designed to help both healthcare professionals and patients navigate high-intensity, high-stress situations, thereby accelerating behavior change and optimizing health results.

ReelData AI specializes in developing artificial intelligence software tailored for the aquaculture industry. Based in Halifax, Canada, the company offers advanced monitoring solutions for fish farms, utilizing feed cameras to measure key metrics such as biomass, sea lice presence, and overall fish health in real-time. This technology enables fish farms to optimize their operations by providing crucial insights into weight distributions, feeding patterns, and growth analysis. By improving the efficiency of feed usage and enhancing fish health, ReelData AI aims to support aquaculture businesses in maximizing their productivity and sustainability. The company was established in 2019.

FreightFlows, Inc. is a maritime market intelligence company based in Boston, Massachusetts, founded in 2018. It specializes in providing predictive analytics for global trade, focusing on the needs of traders, shippers, owners, and brokers. The company has developed a data platform that sources, synthesizes, and analyzes current market data, enabling users to explore trends in market, port, and fleet activities. This platform allows clients to identify vessel availability, routes, and estimated time of arrival, while also gaining visibility into commodity cargoes and trade activities. Additionally, FreightFlows offers market analysis services to help clients navigate futures markets, manage commercial risks, and hedge against freight rate volatility.

PREEMIEr Diagnostics is a healthcare provider focused on the health of premature infants, specifically aimed at preventing retinopathy of prematurity. The company has developed a diagnostic device that measures blood glucose levels in these vulnerable patients. This technology assists healthcare professionals in identifying premature infants who require adjustments to their glucose levels, facilitating early detection of potential health issues. By improving the management of glucose levels, PREEMIEr Diagnostics contributes to enhancing the overall health outcomes for premature infants.

myBiometry is developing a platform to monitor/manage patients with chronic disease using biomarker data from proprietary sensors and ML to identify patients at risk of treatment failure. Our initial focus is asthma where treatment failure occurs over 46% of the time (11.5M US patients, $80 billion). We are developing a single use, disposable sensor and device to track a biomarker of inflammation in breath. The data determines changes in adherence, treatment response, and risk of attack.

IndustrialML is a Boston-based startup founded in 2018 that focuses on enhancing the efficiency of industrial operations. The company develops enterprise software aimed at maximizing uptime and minimizing waste in manufacturing environments. Its platform collects, cleans, and curates data from factory sensors and enterprise IT systems, facilitating process monitoring and real-time analytics. By providing actionable insights to operators and engineers, IndustrialML enables factories to improve productivity and streamline operations, ultimately making manufacturing processes smarter and more responsive to operational demands.

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

Keto A.I., Inc. is a company based in Houston, Texas, specializing in swimming pool maintenance services through its innovative technology platform. The company has developed an AI-based skimmer plate that offers valuable insights into pool safety and maintenance. This skimmer plate is equipped with sensors that monitor water quality, water levels, and equipment performance. The collected data is streamed to the cloud and analyzed using artificial intelligence, allowing clients to effectively track and manage their swimming pools. By leveraging advanced technology, Keto A.I. enhances pool maintenance processes, providing users with essential information for optimal pool care.

Moving Analytics is a telehealth service provider that specializes in cardiovascular prevention programs. Its first product Movn is an end-to-end, integrated program to deliver remote and virtual cardiac rehab. The platform reduces readmissions and empowers the effective and efficient delivery of quality care to patients based on 30+ years of research in remote disease management from Stanford University.

NemoCare is developing the smartest and most comprehensive patient monitoring and management system. It is an innovative, continuous vital sign data acquisition, analysis and prediction engine that combines unobtrusive wireless wearable sensors and networks, analytical algorithms and big data to provide affordable continuous, high resolution monitoring for all newborns in hospital, and at home. We use design thinking principles to build life-saving technologies that will transform the way healthcare is delivered. Our current area of work is in newborn and maternal care.

ICOWSOFT is developing a herd management solution for dairy and beef cattle. They facilitate collaborative work between farmers and their suppliers for more sustainable production. Precision farming and predictive analysis are made possible. They improve decision-making, provide complete traceability, new marketing opportunities for dairy and beef production, and enable farmers to improve animal health and comfort.

HiPR Innovation, founded in 2019 and based in Laredo, Texas, specializes in pressure management solutions for wheelchair users, aiming to prevent pressure ulcers. The company has developed a pressure management system that delivers real-time data to wheelchair patients, caregivers, and healthcare professionals. This innovative system features a reactive air pressure cushion, designed to adapt to individual needs by using an intrinsic algorithm to alleviate pressure in areas prone to ulcers. By providing reliable pressure visualization and management strategies, HiPR Innovation enhances the quality of care for individuals at risk of developing pressure ulcers, thereby improving their overall well-being.

Weeve is an end-to-end healthcare transformation. They turn mountains of data into insight, maximize CMS reimbursement, and slash labour costs by reducing staff turnover.

Weeve is a developer of a secured IoT-Blockchain platform that facilitates the commercialization of the Internet of Things within the sharing and data economy. The platform connects various machine protocols, allowing businesses to harness the potential of the machine economy without requiring extensive coding knowledge. This non-code approach not only saves time and costs but also provides clients with full data sovereignty through a user permission edge platform. As a result, companies can generate value from their connected assets by leveraging data-driven services at the edge.

Treebute.io is an AI-driven cloud-based platform that facilitates the navigation, discovery, and trade of scientific knowledge. It offers tools for innovation space search, competitive landscape mapping, and data dashboards, enabling users to track advancements and leadership within the science, technology, and innovation sectors. By providing current metrics and insights, Treebute helps industry leaders stay informed about developments that could impact their businesses, thereby enhancing decision-making and strategic planning in a rapidly evolving environment.

Asystom is a company that specializes in predictive maintenance solutions for industrial equipment. Established in 2016, it focuses on developing systems that integrate sensors and embedded intelligence to proactively prevent equipment breakdowns. Asystom offers a comprehensive, standalone predictive maintenance tool that monitors various components of industrial systems, regardless of their age or design. This approach allows industries to analyze, detect, diagnose, predict, and avoid potential machine failures without facing installation constraints. The company's innovative technology aims to enhance operational efficiency and reduce downtime in industrial settings.

Flare is a smart wearable device that can predict eczema flare-ups. Eczema is a chronic skin condition that affects 20% of children and 3% of adults worldwide. It causes significant anxiety, social impairment, and loss of productivity. Flare helps eczema patients take control of their condition by leveraging state-of-the-art sensor technology and predictive analytics to monitor eczema flares and guide treatment.

GaitIQ’s™ mission is to create an affordable, accessible, and easy-to-use application for Alzheimer’s screening in primary care. Our machine vision and artificial intelligence-based software measure subtle changes in gait (how a person walks) correlated with future dementia. Early detection and intervention provide hope to prevent or slow the progression of the disease to debilitating symptoms we recognize as dementia. Today fewer than 50% with dementia ever get a diagnosis.

Eco-Adapt is a consultancy firm specializing in environmental solutions and software development, led by Laurent Laparra. The company focuses on digitizing complex processes to enhance efficiency in energy monitoring and predictive maintenance of industrial assets. Eco-Adapt designs and manufactures electronic products that feature non-intrusive connected hardware and a cloud platform, which utilizes signal processing and predictive algorithms. This technology enables clients to accurately measure the electrical signals of their assets, facilitating improved management and sustainability practices. The firm is supported by a committee of mentors from various sectors, including business, media, and finance, enhancing its expertise and outreach in the industry.

Pegwin is a healthcare software company that focuses on improving patient safety through its platform, KBCore. This system employs predictive technology to enhance communication among doctors, nurses, and staff while also reducing costs. Pegwin's enterprise data management platform provides real-time clinical tools that facilitate hospital rounds and offer meaningful insights for quality improvement. Additionally, it captures data to streamline risk management functions, helping healthcare organizations analyze patient safety information. By identifying active threats, Pegwin's solutions aim to predict and prevent potential harm, ultimately enabling better and safer patient care processes.

Canary Sentinel develops an early warning system to monitor for early signs of COVID-19 symptoms with the use of a phone camera. It aims to provide everyone with a personal health guardian. Through its affordable gender-responsive preventive, predictive, personalized telemonitoring, and clinical decision support systems, it provide the information necessary to take action before a crisis sets in.

Droople is a company focused on advancing water management technology to enhance water conservation and usage efficiency. It offers an innovative water intelligence platform that integrates Internet of Things technology with artificial intelligence, allowing for real-time analysis of water consumption and leak detection. The company's retrofittable, AI-embedded devices utilize a fog computing architecture to provide insights that help individuals and businesses manage their water resources more effectively. By equipping water asset manufacturers, operators, and building owners with essential tools, Droople aims to foster a sustainable future by promoting responsible water use and minimizing pollution.

CSS Worldwide specializes in enhancing workplace safety through innovative monitoring systems that utilize sensing technology and proprietary algorithms. The company focuses on detecting and analyzing safety incidents, particularly slips, trips, and falls, which are the leading cause of lost time accidents. By employing wearable sensors, CSS Worldwide captures near-miss and accident events, enabling clients to identify and locate other workers or mobile equipment in the vicinity. The system anonymously records interactions leading up to incidents, allowing for detailed animated replay and analysis to improve safety performance and prevent future accidents.

Algopoly helps companies integrate algorithms in their decision-making processes by solving large-scale, data-heavy forecasting problems.

FieldTrend is a predictive SaaS that enables businesses to serve more customers with fewer resources such as equipment, labor, and fuel. It was previously known as WISRAN, funded by the National Science Foundation (NSF), has developed a cost allocation technology for shared resources. Today, only aggregate time and cost data available for logistics but not by activities, customers, services, and jobs to optimize the field services work, such as the fieldwork done in Agriculture, Telecomm, Utilities, Plumbers, Transporters to name a few. The company is headquartered in Sunnyvale, California.

Computational Life Inc. is a software development company based in Wilmington, Delaware, that creates innovative solutions for the healthcare sector. Founded in 2018, the company specializes in a Digital Avatar Platform (DAP) that simulates human and animal physiological systems using advanced mathematical models. This technology allows for detailed simulations of various bodily systems, including arterial and venous dynamics, heart function, microcirculation, and cerebrospinal fluid movement. By leveraging validated physical laws, Computational Life's platform aids healthcare professionals in predicting personalized patient outcomes and managing complex medical conditions. The software's ability to model the effects of medical treatments enhances decision-making in clinical settings, particularly for multisystemic diseases.

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

DriftSense specializes in advanced technology solutions aimed at minimizing pesticide drift in both residential and agricultural settings. The company has developed a monitoring device that utilizes state-of-the-art sensors to detect airborne pesticides, identify their chemical signatures, and analyze their trajectories. By integrating specific data from growers with environmental parameters, DriftSense provides tailored insights that empower agricultural operators to control their spraying applications with precision. This approach not only helps to eliminate drift issues but also enables compliance with regulations, reduces costs, and maximizes crop yields. As urbanization and agricultural changes increase exposure to airborne pollutants, DriftSense's data-driven solutions offer a critical means for growers to enhance their operational effectiveness and environmental stewardship.

Weeve is an end-to-end healthcare transformation. They turn mountains of data into insight, maximize CMS reimbursement, and slash labour costs by reducing staff turnover.

DACON provides AI competitions, targeted online and offline training, and problem-based learning services. They help organizations find AI and data science solutions. They develop a new prediction-modeling algorithm. They offer learning courses and a forum for budding data scientists.

TeamLift is an innovative AI-powered platform focused on enhancing workforce management by automatically extracting and validating employee skills. The platform offers straightforward competence verification and predictive analytics, enabling organizations to effectively navigate transitions. Additionally, TeamLift provides cloud-based software that assists managers in identifying and addressing collaborative breakdowns within teams. It helps pinpoint areas where collective value may be overlooked and offers recommendations to foster effective collaboration. By doing so, TeamLift empowers managers to understand individual contributions and optimize team dynamics, ultimately enhancing productivity and problem-solving capabilities within organizations.

SpotlightAI offers a middleware tool to manage and audit data requests, mask production data, and share data. It detects personal information markers in unstructured datasets. For inquiries, their telephone number and address are available on their linkedin page.

Vatic Health is a company focused on developing medical test kits for remote infection detection. Their primary product is an on-the-spot saliva test kit that utilizes advanced sensitivity protein detection technology to determine the presence of active infections. This innovative approach allows individuals to gain insights into their health status quickly and conveniently, empowering them to make informed decisions about their well-being. In addition to their testing capabilities, Vatic Health incorporates elements of inflammation monitoring, machine learning, and health tracking to enhance the overall effectiveness of their products.

Claira is an AI-powered competency analytics engine that assists organizations in understanding their talent and improving their hiring processes. Founded in 2020 and based in Grand Rapids, Michigan, Claira offers a platform that leverages a comprehensive dataset of competencies to provide insights into the current workforce, identify gaps, and analyze trends and future needs. This enables businesses to dynamically match resources and make informed decisions about their talent management strategies.

Empowering software organizations with our Continuous Clarity Engine™ to deliver products with speed and predictability.

Geostorm Technology is a technology based company performs Weather forecasting predictions and disaster prevention

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

MatchLab AI is leveraging AI technologies to increase accessibility, reduce care costs, and improve doctor correctness within Dermatology.

SammyOps is an AI-driven virtual fleet management company that specializes in providing software solutions for commercial fleets. The platform enables fleet owners to monitor vehicle usage and maintenance requirements effectively. By offering a mobile application, SammyOps allows users to track, manage, and ensure compliance with their fleet management needs from anywhere. This approach helps clients minimize costs, reduce equipment downtime, and enhance safety within their operations. Ultimately, SammyOps aims to improve overall customer satisfaction for businesses relying on efficient fleet management.

myBiometry is developing a platform to monitor/manage patients with chronic disease using biomarker data from proprietary sensors and ML to identify patients at risk of treatment failure. Our initial focus is asthma where treatment failure occurs over 46% of the time (11.5M US patients, $80 billion). We are developing a single use, disposable sensor and device to track a biomarker of inflammation in breath. The data determines changes in adherence, treatment response, and risk of attack.

DriftSense specializes in advanced technology solutions aimed at minimizing pesticide drift in both residential and agricultural settings. The company has developed a monitoring device that utilizes state-of-the-art sensors to detect airborne pesticides, identify their chemical signatures, and analyze their trajectories. By integrating specific data from growers with environmental parameters, DriftSense provides tailored insights that empower agricultural operators to control their spraying applications with precision. This approach not only helps to eliminate drift issues but also enables compliance with regulations, reduces costs, and maximizes crop yields. As urbanization and agricultural changes increase exposure to airborne pollutants, DriftSense's data-driven solutions offer a critical means for growers to enhance their operational effectiveness and environmental stewardship.

DeepSee.ai is a company that focuses on Knowledge Process Automation powered by artificial intelligence. It has developed a business process automation system specifically tailored for banking and financial services. The company's technology analyzes and routes communications to streamline and enhance complex business processes while ensuring security compliance. DeepSee.ai's solutions are designed to be model agnostic, allowing clients to refine their data effectively. This enables organizations to create, manage, and access a unified base of collective business intelligence, ultimately improving operational efficiency and decision-making.

Moving Analytics is a telehealth service provider that specializes in cardiovascular prevention programs. Its first product Movn is an end-to-end, integrated program to deliver remote and virtual cardiac rehab. The platform reduces readmissions and empowers the effective and efficient delivery of quality care to patients based on 30+ years of research in remote disease management from Stanford University.

Safekeep is a technology company that specializes in developing AI-driven solutions for the financial services and insurance industries. Its flagship product, Claimflo, automates claims processing by utilizing natural language processing to analyze adjuster notes and applying a comprehensive inventory of over 3,000 business rules. These rules are informed by predictive models and insights from a team of experienced claims professionals. By providing tools that enable business users to configure rules and integrate with downstream systems and customer relationship management platforms, Safekeep aims to enhance productivity, reduce attrition, and improve the efficiency of claims handling for its clients.

Phonespot is a machine-learning transportation company. They built a patented low-latency alert system to help end distracted driving. It offers services to the transportation industry.

Overbond is a developer of artificial intelligence (AI)-driven real-time data solutions for bond trading automation. Overbond offers the most advanced bond trading data streams and execution management system (EMS) in the market. The Overbond suite can be integrated into the systems and workflow of any and every fixed income trading desk in the world. Overbond helps fixed income trading desks overcome the lack of a complete and centralized pricing and transaction data source for the bond markets, execute more client trades, increase the profitably of the trades that are executed, conduct pre-trade and post-trade analyses, monitor prices and risk and prepare reports. Overbond clients have realized ten times return on investment and achieved a minimum of $3 million additive profit by using Overbond to automate trading per trading desk. Fixed income traders using Overbond can increase their profitability by responding to 80% to 120% more client trade requests while maintaining an optimal ratio of trades the desk wants to execute versus trades the desk doesn’t want to execute.