MassChallenge

CloEE is an AI-driven digital advisor focused on enhancing sustainability and efficiency in discrete manufacturing. Utilizing generative AI, CloEE offers real-time monitoring and data analysis, integrating seamlessly with manufacturing equipment, MES, and ERP systems. The platform is designed to improve Overall Equipment Effectiveness (OEE) and aims to reduce energy consumption by 30% while decreasing emergency stops by 95%. By implementing cost-free, quick projects, CloEE helps manufacturers save time and money, driving potential annual revenue growth of up to $1 million. Drawing insights from connecting 25,000 machines across 25 countries, CloEE addresses critical challenges such as production downtime, delivery delays, and high defect rates, ultimately working towards a significant reduction in carbon emissions within the manufacturing sector.

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 rates. Utilizing patent-pending AI technology, Scrapp connects various stakeholders in the recycling value chain, offering insights that help brands and retailers understand the recyclability of their packaging. This data-driven approach not only aids businesses in cost-saving on waste management but also supports them in meeting Extended Producer Responsibility (EPR) and Environmental, Social, and Governance (ESG) objectives. By incentivizing correct recycling practices, Scrapp fosters a culture of sustainability, encouraging users to contribute to a more sustainable future, one item at a time.

DocNexus is transforming the healthcare landscape by utilizing AI-powered knowledge graphs to enhance medical affairs organizations. The company has developed a platform that enables rapid access to insights from millions of scientific publications, clinical trials, and news, significantly reducing the time required to gather critical information. Its offerings include a comprehensive database for key opinion leader (KOL) searches, advanced publication searches to support effective scientific exchanges, and news aggregation to keep clients informed about KOLs' digital media presence. Through these capabilities, DocNexus facilitates seamless connections within the healthcare ecosystem, empowering clients to advance their medical affairs strategies effectively.

Flagler Health is a developer of clinical decision support software aimed at enhancing healthcare delivery. The company's platform leverages patient data and clinical guidelines to assist physicians in identifying beneficial treatment strategies that may have been overlooked. By integrating artificial intelligence technologies, Flagler Health transforms clinics into more efficient health systems, enabling healthcare providers to offer comprehensive care and improve patient outcomes. Its focus on data-driven insights positions Flagler Health as a valuable partner in the healthcare sector, facilitating informed decision-making for clinicians.

Aevice Health specializes in non-invasive wearable technology designed for real-time monitoring of respiratory health. Their devices facilitate early detection of cardiopulmonary issues by recording relevant historical data regarding symptoms and medication intake, allowing clinicians to track patient responses to treatment effectively even when patients are at home. This approach enhances patient care by delivering critical insights remotely.

Oatmeal Health is a pioneering virtual cancer clinic focused on delivering high-quality, patient-centered care through the integration of artificial intelligence technology. The company specializes in enhancing lung cancer screenings and services for underserved patient populations, providing a comprehensive platform that includes virtual and on-site solutions. Oatmeal Health's offerings encompass AI-driven patient identification and matching, cancer screening, care navigation, and risk assessments. By collaborating with nurse practitioners and healthcare providers in community health centers, health systems, and imaging centers, Oatmeal Health enables medical professionals to deliver preventative image-based cancer screening services effectively and at scale, ultimately improving patient outcomes and access to vital healthcare resources.

Developer of a digital healthcare platform designed to predict heart issues based on electrocardiogram readings. The company's platform leverages artificial intelligence that analyzes ECG and builds a personal profile of the patient that is then used to detect, predict, and alert of significant cardiac events and any abnormal or declining functions, enabling doctors to speed up the proactive cardiovascular diagnostics 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.

DataArrows is a company that specializes in optimizing building operations through the use of artificial intelligence and Internet of Things technologies. It has developed a facility management platform that analyzes extensive 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. The company focuses on delivering smart operational solutions that streamline facility management processes and promote more efficient building performance.

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

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.

Auspex Diagnostics is a healthcare technology company that specializes in advanced cancer diagnostics services powered by artificial intelligence. The company's core offering involves analyzing genomic information from patients' tumor samples using proprietary machine learning algorithms. This analysis enables accurate assessment of recurrence risk and drug efficacy, thereby facilitating data-driven decision-making for oncologists and personalized treatment plans for patients.

Malama is a company focused on enhancing pregnancy-related health outcomes through its innovative software platform. It provides personalized support for managing diabetes during pregnancy, offering tools such as a glucose and meal level tracker that helps users identify food triggers and trends. Additionally, Malama facilitates access to one-on-one coaching, equipping patients with actionable insights to improve their health throughout pregnancy and beyond. By extending the care provided by obstetricians and gynecologists, Malama aims to empower individuals to take control of their health and optimize their pregnancy experience.

TeamStack.ai is a technology company that specializes in building diverse and high-performing teams. It offers an artificial intelligence-powered SaaS platform that helps businesses drive diversity, equity, and inclusion (DEI), environmental, social, and governance (ESG) goals, and project performance. The platform provides data analytics, predictive models, and action planning tools, allowing clients to optimize their teams, meet project objectives, and enhance employee retention.

Util is a company that specializes in sustainability intelligence technology, aimed at providing investors with an objective, evidence-based perspective on corporate impact. By leveraging big data and machine learning, Util aggregates and analyzes a wide array of stakeholder-related data, transforming it into a quantifiable metric termed the "annual value generated." This innovative approach allows responsible investors to assess and report on both financial and non-financial performance, thereby redefining investment evaluation criteria. Util's methodology transcends conventional ESG metrics, presenting a comprehensive view of companies as complex value generators. The company’s solutions are applicable to all listed securities, catering to investment managers seeking advanced analytical tools that align with traditional financial reporting efficiencies. Currently, Util collaborates with two investment manager partners that collectively oversee $130 billion in assets, enhancing the development of its unique methodologies and products.

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.

Ferrum Health, Inc. is a health technology company based in Santa Clara, California, that specializes in developing an artificial intelligence platform aimed at preventing medical errors and enhancing patient safety. Incorporated in 2017, Ferrum Health's AI-driven platform analyzes patient data across healthcare systems to identify opportunities for closing gaps in care. The platform features a comprehensive patient safety evaluation system, which includes multiple computer vision algorithms that assess radiologic images for commonly missed conditions, such as lung nodules and fractures. Additionally, it employs proprietary natural language processing algorithms to correlate findings with physician notes, effectively flagging potential oversights for hospital quality officers to address. By integrating AI, Ferrum Health strives to improve patient outcomes and support hospital systems in maintaining high standards of care.

Noonum, Inc. is a technology company based in Redmond, Washington, founded in 2015. It specializes in providing a cloud-based software platform that utilizes artificial intelligence and natural language processing to conduct comprehensive analyses of companies. Its key products include Concept, which identifies investment trends, Value Chain, which outlines the ecosystem surrounding a company, and Bring Your Own Device (BYOD), designed to extract keywords from documents. The platform enables investors to efficiently access relevant data by searching through millions of data points in seconds, significantly reducing the time required for research. By leveraging machine learning and big data, Noonum empowers investors to make more informed business decisions.

Delfina operates a data-driven prenatal care system designed to enhance maternal and infant safety during pregnancy. The company employs machine learning models to optimize interventional workflows and create personalized care plans based on patient risk factors, thereby facilitating early interventions and improving provider efficiency. This approach aims to deliver equitable and cost-effective pregnancy care within the healthcare industry.

Floodlight is a geospatial data intelligence company specializing in the measurement of sustainability risk and impact for global assets, companies, and regions. By utilizing ground sensors, aerial satellites, and artificial intelligence, the company offers a comprehensive catalog of Environmental, Social, and Governance datasets. Floodlight's platform employs a combination of automated data collection and targeted asset-level research, ensuring that the measurements are accurate and validated through peer-reviewed methods. This approach enables clients to track and understand the evolving sustainability characteristics of their targeted assets over time, facilitating informed decision-making and enhancing due diligence processes.

HealthOpX is a technology company that specializes in software solutions aimed at enhancing the health of at-risk patients through community-based engagement. It serves community organizations, health systems, and payers, enabling them to effectively implement programs and collaborate with government and healthcare entities. The company's predictive analytics platform assesses the risk of patient readmission, emergency room visits, and morbidity, thereby facilitating improved care coordination and medical adherence. By focusing on patient engagement and quality care outcomes, HealthOpX provides healthcare practitioners with tools to deliver convenient and cost-effective benefits to individuals seeking treatment.

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.

Astellar Labs specializes in non-invasive blood glucose monitoring technology. Their innovative solution enables users to measure blood sugar levels without the need for finger pricks or frequent device replacements, enhancing comfort and reducing costs. The company's technology employs artificial intelligence to track glucose levels over time, predict trends, and issue early warnings, empowering patients to proactively manage their health.

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.

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

Talentu is a hiring software startup focused on improving job matching for unskilled job-seekers and companies. By integrating artificial intelligence, automation, and scientific methods, Talentu enhances the hiring process by predicting candidates' future performance. The platform aims to elevate the quality and efficiency of talent selection, retention, and training, enabling businesses to build a more productive workforce. Through its innovative approach, Talentu seeks to streamline the hiring process, saving time for both employers and candidates while fostering skill development within teams.

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.

Nightingale Caring Solutions is a company focused on enhancing nursing care delivery through advanced technology and analytics. By utilizing machine learning and big data, it provides hospital administrators with insights into the relationships between individual nurses and patient outcomes. This enables healthcare facilities to optimize various aspects of nursing operations, including staffing, scheduling, and nurse-patient assignments. The company's solutions aim to improve the efficiency and safety of healthcare systems, ultimately leading to better patient care and outcomes. Nightingale Caring Solutions empowers nurse stakeholders with visualizations and analytics that facilitate informed decision-making in hiring, training, and workforce management.

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

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.

Vironix Health is a company that specializes in developing advanced machine-learning surveillance technologies for real-time, remote monitoring of health conditions. Its innovative platform is designed to detect health deterioration related to various respiratory illnesses, including COVID-19, influenza, and COPD. The company's proprietary APIs are hardware agnostic, allowing seamless integration into a range of applications utilized by patients, healthcare providers, and employers for effective remote monitoring and institutional wellness. Founded by a team of dedicated scientists, physicians, technologists, and entrepreneurs, Vironix Health emerged in response to the global impact of the COVID-19 pandemic. The company offers a comprehensive virtual care management platform that equips healthcare providers with essential tools for remote patient monitoring, chronic care management, and therapeutic monitoring, ultimately enhancing patient outcomes and reducing healthcare costs.

Glamorous AI is a developer of an advanced artificial intelligence-based drug discovery platform that focuses on low-data drug discovery. The platform utilizes AI to identify and optimize novel chemical scaffolds and screen extensive chemical libraries. By leveraging a large repository of pre-trained and customizable AI models, Glamorous AI addresses the challenges posed by sparse, noisy, and limited data. This innovative approach enables researchers to explore complex compounds and facilitates the discovery of first-in-class therapeutics, ultimately aiming to drive advancements in medicine and contribute to curing diseases.

Stoke Systems is a technology company founded in 2020 and based in San Jose, California, that specializes in real-time asset monitoring. The company has developed an innovative system that utilizes smart sensors, edge AI, and extensive connectivity to track the condition of assets regardless of their location. This plug-and-play solution offers actionable insights aimed at preventing asset downtime and failures, which can adversely affect productivity. By focusing on industrial customers, Stoke Systems helps improve uptime, reduce maintenance costs, and maximize productivity for remote industrial assets.

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.

Delfina operates a data-driven prenatal care system designed to enhance maternal and infant safety during pregnancy. The company employs machine learning models to optimize interventional workflows and create personalized care plans based on patient risk factors, thereby facilitating early interventions and improving provider efficiency. This approach aims to deliver equitable and cost-effective pregnancy care within the healthcare industry.

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 user-friendly software and powerful data analytics to engage families and individuals in managing their health and social determinants of health. The company collaborates with healthcare providers and social service practitioners to improve outcomes and efficiencies. By supporting employers in this process, Lambent Data aims to enhance the well-being of children and adults while reducing 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.

Visense is a technology company focused on enhancing industrial production through a remote error monitoring and diagnosis solution. By utilizing sensor and camera equipment coupled with advanced data analytics and machine learning, Visense delivers real-time insights into production errors. This innovative approach enables users to identify and resolve incidents with remarkable speed and accuracy, cutting the time required for error diagnosis and resolution by 50%. Additionally, Visense's system supports improved machine planning and promotes error prevention, ultimately leading to enhanced production quality and increased machine availability.

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.

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.

Xena Intelligence is a data-driven management platform designed specifically for e-commerce sellers, focusing on enhancing sales across major platforms like Amazon and Walmart. The company utilizes a proprietary algorithm that leverages intelligent data analytics to optimize pay-per-click advertising campaigns. By continuously ingesting keyword and sales data from various sources, Xena Intelligence automates decision-making processes, allowing clients to adapt their advertising strategies to the dynamic e-commerce environment. This innovative approach enables sellers to improve their campaign effectiveness and drive growth in their online sales.

VenoVision is an innovative company specializing in contactless, AI-driven cardiopulmonary monitoring. Its platform aims to enhance cardiac care by providing continuous hemodynamic assessments, which helps in reducing costly admissions to cardiac ICUs and improves patient stability upon discharge. The system allows medical teams to non-invasively capture insights that were previously only attainable through invasive cardiac catheterizations. VenoVision’s technology is designed to monitor patients in a home setting, alerting healthcare providers to worsening conditions after hospitalization and facilitating compliance monitoring. This capability is particularly beneficial for heart failure patients and those at risk, as it enables proactive intervention and helps prevent deterioration that could lead to re-hospitalization, ultimately improving the quality of life for millions.

Tellus is a technology company that specializes in wireless, non-invasive health monitoring for elderly care facilities. It uses advanced sensor technology to continuously track vital signs and activities, providing real-time insights and alerts to caregivers. This enables better decision-making during emergencies or to prevent issues proactively, enhancing eldercare quality and operational efficiency.

Agamon Health is a healthcare technology company that specializes in improving the management of radiology findings and follow-up recommendations. Its core product, the Agamon Coordinate platform, leverages proprietary deep learning natural language processing technology to automatically extract and structure data from radiology reports. This capability allows healthcare providers to automate workflows, personalize communications, and effectively track adherence to follow-up recommendations. Agamon's platform also aims to break down data silos, facilitating access to both structured and unstructured data that is essential for enhancing medical procedures, diagnostics, and treatment outcomes. By focusing on programs such as lung cancer screenings and the management of incidental findings like pulmonary nodules and aortic aneurysms, Agamon Health enables healthcare professionals to manage complex data at scale, ultimately advancing precision medicine.

Semantic Health is a Toronto-based healthcare technology company that utilizes proprietary artificial intelligence to enhance medical coding, auditing, and clinical documentation improvement processes within hospitals. The company operates an online medical data platform designed to automate medical coding, facilitating the extraction of medical codes and insights from patient charts. This platform creates a longitudinal and real-time actionable data layer, which enables hospitals to improve patient care and operational efficiencies while supporting value-based care initiatives. By streamlining these processes, Semantic Health aims to provide hospitals with a disruptive data engine for effective medical data analysis.

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 is a digital health company that leverages immersive technology, data science, and social learning to enhance health and wellness outcomes. Their platform focuses on peer support, online learning, measurement-based care coaching, and chronic disease management within a virtual health metaverse. By employing a constructivist curriculum and peer networks, the company aims to accelerate behavior change and optimize outcomes for individuals with chronic diseases like diabetes.

Beekin is a developer of a real estate analytics platform that provides prescriptive analytics for multifamily operations. The company serves some of the world's largest family offices and private funds, optimizing over $5 billion in real estate daily and generating significant financial returns through data-driven insights. Beekin's platform offers real-time information on valuations, contract management, accounting, and reporting, allowing multifamily and single-family investors to make informed investment decisions. With a team comprising urban economists, AI experts, and former commercial real estate investors, Beekin combines data science with a profound understanding of the real estate market. The company emphasizes collaboration and transparency among investors, positioning itself as a leader in the evolving landscape of real estate analytics.

Knoema is a leading provider of a comprehensive information platform that offers access to global decision-making data. The company's technology solutions streamline the process of data discovery and insight generation, significantly reducing the time and resources required for businesses to analyze and utilize data. Knoema's platform integrates various analytical and presentation tools, allowing users to visualize, model, and effectively communicate data insights. By partnering with numerous data vendors, Knoema enhances its offerings, enabling individuals and organizations to make more informed decisions and achieve better business outcomes. In 2020, Knoema was acquired by Eldridge and received investment from Snowflake Ventures, further expanding its reach through the Snowflake Data Marketplace.

Qumata is a provider of innovative life and health insurance underwriting services aimed at streamlining the application process. By utilizing digital data, the company calculates the risk of diagnosis for over 800 medical conditions, significantly reducing the need for lengthy questionnaires and doctor visits. This approach not only enhances the accuracy of risk assessment but also improves the overall customer experience. Qumata's platform allows insurers to retain precision in underwriting while opening up new revenue opportunities, ultimately transforming the traditional methods of life and health insurance underwriting.

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.

PREEMIEr Diagnostics is a healthcare company focused on improving the health outcomes of premature infants, specifically in the prevention of retinopathy of prematurity. The company has developed a diagnostic device that accurately measures blood glucose levels in these vulnerable patients. This technology assists healthcare providers in identifying infants who require adjustments to their glucose levels, facilitating early detection of potential health issues. By enhancing the ability of medical professionals to monitor and manage the health of premature infants, PREEMIEr Diagnostics contributes to better clinical outcomes and overall infant care.

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.

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.

IndustrialML is a Boston-based startup founded in 2018 by Arjun Chandar, AJ Perez, and Hunter Ashmore. The company specializes in developing enterprise software aimed at enhancing the efficiency of industrial operations. Its software solutions focus on maximizing uptime and minimizing scrap by collecting, cleaning, and curating data from factory sensors and enterprise IT systems. By integrating process monitoring with real-time analytics, IndustrialML provides actionable insights to operators and engineers, helping to keep production lines running smoothly. Through its innovative technology, the company supports industrial clients in making their factories smarter and more productive.

FreightFlows, Inc. is a maritime market intelligence company headquartered in Boston, Massachusetts, founded in 2018. It specializes in providing predictive analytics for global trade, catering to traders, shippers, owners, and brokers. The company's platform enables users to source, synthesize, and analyze real-time market data, which helps optimize operational decision-making and manage risks. FreightFlows offers insights into market, port, and fleet activity trends, including vessel availability, routes, and estimated arrival times. Additionally, it enhances visibility into commodity cargoes and trade activities while providing market analysis services that assist clients in trading futures, reducing commercial risk, and hedging against freight rate volatility.

PROSPERiA is a social impact venture that originated from the MIT Media Lab, focused on enhancing the early detection and treatment of chronic diseases, particularly in emerging markets. The company leverages advanced artificial intelligence technology to facilitate the screening of conditions such as diabetes and hypertension. Its offerings include risk assessment calculators, non-invasive fundus cameras, and retinal image analysis, which collectively empower healthcare professionals to identify potential health issues early and provide personalized recommendations. By promoting effective prevention strategies for diabetes and its complications, PROSPERiA aims to improve health outcomes in underserved populations.

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.

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.

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

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.

Droople is a technology company focused on advancing water management through innovative solutions. It offers a water intelligence platform that integrates proprietary Internet of Things technology with an artificial intelligence-enabled software-as-a-service model. The company's flagship product is a retrofittable device equipped with fog computing architecture that analyzes water usage and detects leaks in pipelines. By providing actionable insights and tools, Droople aims to help individuals and businesses optimize their water consumption, reduce waste, and minimize pollution. The overarching goal is to promote sustainable water usage, ensuring a more efficient and responsible management of this vital resource for the future.

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.

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.

CSS Worldwide specializes in enhancing workplace safety through advanced monitoring systems that utilize sensing technology and proprietary algorithms. The company focuses on the detection and analysis of safety incidents, particularly slips, trips, and falls, which account for a significant portion of lost time accidents. By employing wearable sensors, CSS Worldwide can identify near misses and accidents while simultaneously locating nearby workers and mobile equipment. The captured data allows for an anonymous replay of interactions preceding an incident, facilitating a deeper understanding of the causes and enabling clients to implement preventative measures. This innovative approach aims to improve overall safety performance in various work environments.

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 technology company based in Wilmington, Delaware, focused on developing advanced software for healthcare applications. Founded in 2018, the company specializes in creating a Digital Avatar Platform (DAP) that simulates human and animal physiological systems using validated mathematical models. Its software models various bodily functions, including arterial and venous dynamics, heart activity, microcirculation, pulmonary circulation, cerebrospinal fluid movement, and brain interstitial fluid behavior. The platform aims to enhance medical solutions by predicting personalized patient outcomes in multisystemic diseases, allowing healthcare providers to better manage complex conditions through informed simulations of medical treatments.

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.

Eco-Adapt is a company focused on providing innovative solutions for energy monitoring and predictive maintenance of industrial assets. Led by Laurent Laparra, it combines expertise in environmental consulting with advanced software technologies. Eco-Adapt manufactures non-intrusive connected hardware that works in conjunction with a cloud platform, which utilizes signal processing and predictive algorithms to help clients accurately measure electrical signals from their assets. The company is supported by a committee of mentors from various sectors, including business, media, and finance, enhancing its approach to digitizing complex processes for its customers.

Pegwin is a healthcare software company that focuses on enhancing patient safety through its innovative platform, KBCore. This enterprise data management system provides healthcare organizations with real-time clinical tools and meaningful insights aimed at improving patient care processes. By streamlining risk management functions and facilitating better communication among doctors, nurses, and staff, Pegwin enables hospitals to effectively capture and analyze patient safety data. This capability allows healthcare institutions to identify active threats and implement predictive measures to prevent harm, ultimately contributing to a safer healthcare environment.

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.

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.

Asystom is a company founded in 2016 that specializes in predictive maintenance solutions for industrial equipment. It offers a comprehensive and stand-alone system designed to monitor various components of machinery, regardless of their age or design. By integrating sensors and embedded intelligence, Asystom's solutions enable industries to analyze, detect, diagnose, and predict potential machine failures, thereby preventing breakdowns and optimizing operational efficiency. The company's turnkey tools are designed to function without installation constraints, making them accessible for a wide range of industrial applications.

HiPR Innovation, established in 2019 and headquartered in Laredo, Texas, specializes in preventing pressure ulcers among wheelchair users. The company offers a unique pressure management system that provides real-time data points to optimize ulcer prevention. Its flagship product is a one-size-fits-all reactive air pressure cushion, equipped with an intrinsic algorithm to eliminate areas of high pressure and improve patient comfort. HiPR Innovation serves patients, caregivers, and healthcare professionals by empowering them with valuable insights for effective pressure ulcer management.

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.

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.

TeamLift is an innovative AI-driven platform that focuses on enhancing organizational effectiveness by automatically extracting and validating employee skills. The platform simplifies competence verification and integrates predictive analytics, facilitating smoother transitions within organizations. Additionally, TeamLift offers cloud-based software that assists managers in identifying and addressing collaborative challenges, uncovering areas of untapped collective value, and providing actionable recommendations for fostering effective teamwork. Through its solutions, TeamLift equips leaders with insights into individual contributions and the dynamics that influence team performance, ultimately fostering a more productive work environment.

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

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.

Claira is an AI-powered competency analytics engine established in 2020 and based in Grand Rapids, Michigan. The company specializes in providing organizations with insights into their talent by analyzing a comprehensive dataset of competencies. This platform offers detailed intelligence on workforce capabilities, identifying gaps, trends, and future needs. By leveraging this data, Claira enables businesses to enhance their hiring processes and optimize resource allocation, ultimately improving talent management and organizational effectiveness.

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.

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.

Vatic Health is a company focused on developing medical test kits for the remote detection of infections. It provides an on-the-spot saliva test kit that utilizes sensitivity protein detection technology to determine the presence of active infections. This innovative approach enables individuals to monitor their health and make informed decisions regarding their well-being. In addition to its core testing capabilities, Vatic Health incorporates elements of inflammation detection, machine learning, and health tracking into its offerings, enhancing the overall user experience and effectiveness of its medical solutions.

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

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

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.

SammyOps is an AI-driven company specializing in virtual fleet management software tailored for commercial fleets. Its application allows fleet owners to effectively monitor usage and maintenance requirements, streamlining management processes directly from their mobile devices. By facilitating real-time tracking and compliance with maintenance needs, SammyOps aims to minimize equipment downtime and reduce operational costs, ultimately enhancing customer satisfaction and safety across fleets. The company's focus on leveraging advanced technology positions it as a valuable resource for fleet operators seeking efficiency and reliability in their operations.

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-guided engagement and workflow tools for the financial services and insurance sectors. The company is known for its innovative product, Claimflo, which automates claims processing by utilizing natural language processing to analyze adjuster notes. Safekeep maintains an extensive inventory of over 3,000 business rules, derived from predictive models and insights from experienced claims professionals. By enabling business users to configure these rules and integrate them with downstream systems and customer relationship management tools, Safekeep aims to enhance operational efficiency, reduce attrition, and improve claims handling within its client organizations.

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.

CogniCor Technologies S.L., founded in 2012 and based in Barcelona, Spain, specializes in automated complaint resolution services and the development of AI platforms. The company offers a suite of solutions, including iComplaint, which integrates with websites to manage complaints; iResolve, a service dedicated to resolving complaints; iMediate, designed for settling client claims and presenting counter offers; and iReport, which addresses the root causes of complaints to prevent future occurrences. CogniCor's innovations aim to enhance operational efficiency and improve customer service for wealth management firms, insurance companies, and financial advisors.

CogniCor Technologies S.L., founded in 2012 and based in Barcelona, Spain, specializes in automated complaint resolution services and the development of AI platforms. The company offers a suite of solutions, including iComplaint, which integrates with websites to manage complaints; iResolve, a service dedicated to resolving complaints; iMediate, designed for settling client claims and presenting counter offers; and iReport, which addresses the root causes of complaints to prevent future occurrences. CogniCor's innovations aim to enhance operational efficiency and improve customer service for wealth management firms, insurance companies, and financial advisors.

Cinchy Inc. is a Toronto-based company that specializes in developing a data collaboration platform utilizing data fabric technology. Founded in 2014, Cinchy's platform connects multiple data sources within a networked architecture, allowing organizations to manage and protect their data more effectively. By liberating data from application silos, Cinchy transforms it into a network of federated data products, facilitating real-time collaboration among systems and users. This approach eliminates the inefficiencies and errors associated with traditional data integration methods, such as APIs and spreadsheets, resulting in significant time and cost savings. Cinchy serves a diverse clientele, including major banks, retailers, and educational institutions, helping them accelerate transformation projects, improve data governance, and modernize legacy systems. The company's solutions also enhance compliance and streamline data workflows, ultimately fostering a more efficient and collaborative data environment.

Fenris Digital is a technology company that specializes in providing solutions for global property and casualty insurers through a cloud-based platform. Founded in 2016 and headquartered in Glen Allen, Virginia, the company offers a suite of digital solutions, including an AI-based analytics engine that enhances underwriting efficiency and a mobile-first quoting platform known as TouchQuote. Fenris Digital's single API integrates data and insights to streamline customer acquisition and improve retention for insurance products. Its extensive data coverage includes 95% of the U.S. population, enabling clients to access critical information that enhances their workflows, increases conversion rates, and fosters an improved customer experience. By employing machine learning analytics, Fenris Digital helps insurers reduce the complexity of customer applications and optimize lead selection, ultimately driving better outcomes in the insurance market.

Stratyfy, Inc. is a New York-based company that specializes in developing AI-driven predictive-modeling software tailored for financial institutions. Founded in 2017, Stratyfy combines institutional knowledge with advanced data tools to enhance decision-making processes within highly regulated organizations. The company’s offerings include solutions for credit risk assessment and insurance fraud detection, powered by its proprietary Smartificial Intelligence technology. This technology ensures that predictive models are transparent and explainable, allowing users to make consistent, ethical, and regulatory-compliant decisions. By focusing on algorithmic fairness and human expertise, Stratyfy enables businesses to gain insights that mitigate operational and financial risks, all while avoiding the complexities often associated with traditional machine learning models. Research and development operations are also conducted in Israel and Germany.

DynamiCare Health, Inc. is a Boston-based company that has developed a digital platform aimed at assisting individuals in monitoring and reducing their use of drugs, opioids, alcohol, and tobacco. Founded in 2016, the platform integrates a smartphone application with substance testing hardware and telehealth coaching to motivate users toward achieving healthier behaviors. It employs an evidence-based approach known as Contingency Management, which incentivizes positive actions such as sobriety and treatment attendance through monetary rewards and support from certified recovery coaches. The platform also features a DynamicCare Analytics portal that provides healthcare providers with real-time data on participant progress and alerts them to any potential risks, ensuring a comprehensive support system for individuals seeking recovery.

Fligoo is a technology company that specializes in developing a personalized recommendation platform tailored for the financial industry. Its offerings include advanced artificial intelligence products, such as Fligoo Sharp AI and Fligoo DATAMOVEX AI, which are designed to address complex challenges faced by financial institutions. The platform curates and delivers content like trending videos, news, articles, and other relevant media based on users' social media activities, catering to their individual tastes and preferences. Fligoo emphasizes the integration of its AI solutions with existing systems, ensuring data security and confidentiality within the client's environment. Through its innovative approach, Fligoo aims to generate significant value for its clients in the financial sector.

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.