MassChallenge

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.

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.

Predyct specializes in developing and deploying smart sensors that encode real-time asset conditions via permanent physical changes, without requiring external power. These sensors are designed for easy installation and wireless data transfer, with the company's cloud platform handling data decryption, authentication, and processing. By providing actionable insights through digital twins, Predyct helps industries enhance operational efficiency and sustainability, while also supporting decarbonization efforts.

Polis develops a virtual advising management platform for higher education institutions. This platform enhances engagement by integrating virtual advising resources, personalized matching, machine learning-enabled assessments, and analytics. It aims to reduce student attrition, improve retention rates, optimize advisor availability, and drive cost savings.

A Personal Coaching Assistant, Xplosion is a 4D Motion Baseball Training system that is Providing a range of sensors that you can put on the Body and Sporting Equipment.

Walk With Path specializes in developing wearable products that enhance mobility and provide therapeutic benefits for patients. The company's primary offering is a smart insole equipped with biofeedback and sensors, specifically designed to assist individuals with diabetes in improving balance and preventing foot ulcers. One of their key innovations, the Path Finder, is a medical device aimed at helping individuals with Parkinson's disease manage 'freezing of gait,' a condition where patients feel momentarily stuck. This product has shown efficacy through published evidence in Neurology. Walk With Path also offers data insights and analytics for both end users and healthcare professionals, making their products applicable for daily use and gait analysis in clinical and non-clinical settings.

Founded in 2022 and headquartered in Houston, Texas, Bairitone Health develops innovative solutions for individuals with untreated obstructive sleep apnea. The company's core technology employs remote passive sensing and artificial intelligence to pinpoint structural collapses in the upper airway during sleep, enabling more informed treatment plans.

Lavaa is a healthcare technology company that improves primary care operations in value-based settings. It offers HealthLinksAI, an AI-powered operating system integrating with EMRs and clinical workflows, transforming raw data into actionable insights for care teams. This enhances patient risk management, outcomes, and revenue streams. Lavaa's customizable engines facilitate fast deployment, while its API and Intelligence Studio enable external vendors to connect with proactive practices, expanding reach across Medicare Advantage, ACOs, and population health initiatives in the U.S.

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, helping investors make informed decisions by identifying greenwashing and providing real-time news analysis.

Valence Vibrations develops AI-powered emotion analytics software that provides real-time insights into customer emotions during conversations. This tool aims to enhance emotional perception across diverse neurotypes, languages, communication styles, and cultures.

ZiO Health is a biotechnology company that develops pocket-sized devices featuring proprietary biosensor technology and machine learning algorithms. These devices enable real-time laboratory testing at the point-of-care, enhancing patient care by combining immediate results with individual patient profiles.

Auspex Diagnostics specializes in advanced diagnostic tests for personalized cancer treatment. It leverages AI and data analytics technologies to help healthcare providers make informed treatment decisions, enhancing patient care.

Scrapp is a mobile app that uses AI technology to scan waste items and determine their recyclability based on local rules. It aims to reduce contaminated waste, double recycling participation, and connect stakeholders in the recycling value chain through data-driven insights.

Popple is an inbound hiring engine that helps companies attract, nurture and convert the best candidates. Popple engages candidates that land on your careers page. It then helps to educate them further about your company and available positions. Detailed insights into how candidates behave on your careers page. Make better decisions and select only the best candidates. Integrating Popple takes only a couple of minutes. Implementation is simple, and can be done by anyone with our quick two step process.

HME Square is a healthcare technology company specializing in the development of innovative medical diagnostics and devices. Their primary product is a non-invasive glucose monitoring system, which combines photoacoustics, MEMS device technology, and deep learning algorithms to provide accurate and continuous blood glucose measurement without the need for blood sampling or needles. This technology aims to prevent chronic diseases by enabling users to monitor their sugar levels conveniently and effectively, promoting healthier lifestyles.

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.

Lura Health develops a non-invasive continuous health monitoring platform that uses saliva as a diagnostic fluid. The company integrates micro-sensors into orthodontic devices such as retainers, aligners, and brackets to continuously measure saliva analytes and securely transmit data to a smartphone app, enabling users to monitor oral health metrics and potentially support broader chronic disease management. Target markets include heart disease, chronic kidney disease, diabetes, and tooth decay. Founded in 2017, the company is based in Cambridge, Massachusetts.

Mobile app for tracking, understanding, and improving mental health. We're working on making mental healthcare more quantitative. If that sounds interesting to you, get in touch!

Enrichly is an online educational platform focused on youth development, aiming to cultivate essential life skills and promote mental well-being among young people. The platform offers a variety of resources, including social skills-building workshops and virtual courses, designed to enhance students' confidence and teach them critical techniques for stress management, conflict resolution, and building healthy relationships. Utilizing deep learning, artificial intelligence, and data analytics, Enrichly's curriculum seeks to provide young individuals with the tools necessary to navigate life's challenges and prevent issues such as teen pregnancy, violent behavior, poverty, self-neglect, and suicide. By fostering personal growth and resilience, Enrichly strives to pave the way for a more successful and fulfilling future for youth.

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.

Blockpliance is a technology company that specializes in blockchain analytics. It provides a platform designed to assist compliance teams in financial institutions to safely engage with crypto-derived assets. The platform assigns risk scores to crypto wallets based on their behavior, using a proprietary algorithm that analyzes transactions for potential criminal activities such as money laundering, human trafficking, terrorist financing, ransomware, and scams. This enables banks to make informed decisions and meet regulatory requirements while interacting with the crypto ecosystem.

Util specializes in assessing and analyzing companies using a unique methodology that combines big data and machine learning. It quantifies and compares company performance across various stakeholder groups, converting these data into an 'annual value generated' metric. This enables responsible investors to evaluate both financial and non-financial returns on investment. Util's approach goes beyond traditional ESG metrics, providing a comprehensive view of companies as complex 'value generators'. It covers all listed securities and is used by investment managers seeking advanced analysis.

Andes Wealth Client Experience Technology is a powerful communication platform that makes it easy for financial advisors to communicate complex issues around risk and behavior through unique and intuitive visualizations and proprietary questionnaires. It gives financial advisors an unbeatable edge in attracting, onboarding and servicing their clients.

Datia is a data platform focused on sustainable finance, partnering with innovative financial institutions to streamline their Environmental, Social, and Governance (ESG) workflows. The platform enables clients to efficiently collect and analyze ESG data, assess their portfolios, and model ESG preferences. Additionally, Datia automates reporting in accordance with regulatory frameworks such as the Sustainable Finance Disclosure Regulation and the EU Taxonomy. By providing insights into the impact of investments on climate and society—through metrics like carbon emissions, water usage, and gender equality—Datia empowers users to make informed, value-based investment decisions that align with their sustainability goals while seeking financial returns.

Arbor is a carbon accounting platform that enables businesses to calculate and reduce emissions efficiently. It offers automated Product Carbon Footprinting (PCF) to compute emissions across product lifecycles, identify emission hotspots, and optimize product designs for reduced emissions.

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.

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.

Greenly provides a carbon accounting and management platform that helps companies track, measure, and reduce greenhouse gas emissions. It delivers GHG protocol compliant disclosures and Net Zero strategies aligned with the Science Based Targets initiative, and automates data collection by integrating with customers' accounting and billing systems for real-time emission analysis and ongoing carbon reporting. The platform supports industry-specific implementations with activity-based tracking apps for verticals such as freight, electricity, cloud, inventory management, and financed emissions, and helps procurement teams implement sustainable purchasing policies and engage suppliers to decarbonize the supply chain. Greenly focuses on practical, scalable solutions beyond traditional consulting, enabling continuous monitoring, reduction, and offsetting in line with international carbon accounting standards.

Carium is a provider of an individualized healthcare platform designed to improve health and wellness journeys. The platform offers an end-to-end, actionable, and personalized care experience for patients and care teams, enabling healthcare providers and payers to reduce costs, gain better insights, and achieve better health outcomes. It supports coordination across care settings and emphasizes data collected from daily life to inform clinical decisions.

Floodlight is a geospatial data intelligence company offering an extensive catalog of Environmental, Social, and Governance datasets. It leverages ground sensors, aerial satellites, and artificial intelligence to provide accurate and comprehensive data.

Exum is a developer of scientific instruments and software ecosystems aimed at enhancing the speed of development and discovery in research. The company specializes in mass spectrometry, which transforms rock and fluid analysis for resource play research, allowing scientists to conduct studies more efficiently and cost-effectively. By providing easy access to high-performance tools, Exum supports the scientific community in achieving its research goals with reduced financial burdens.

Muon Vision develops a subsurface visualization and digitalization sensor that employs nuclear imaging technology to measure the bulk density of large geophysical masses. The sensor detects internal problems and fluid migration within materials such as leaching heaps, mine tailings dams, and other industrial processes. By providing detailed insights into composition and distribution, it enhances the efficiency, sustainability, and safety of mineral processing and related operations.

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.

Sumatra is a developer of a real-time data platform aimed at streamlining the deployment of machine learning and analytics. By automating the process of transforming ideas into actionable insights, the company offers a performance data-enrichment platform along with comprehensive end-to-end services. Its technology empowers data scientists to create their own streaming data pipelines, thus alleviating data engineering dependencies that often hinder timely implementation. This approach facilitates quick decision-making and enhances the ability to operate in time-critical environments, effectively addressing the challenges faced by teams in deploying machine learning solutions.

Arcascope develops a health app that uses algorithms tracking circadian rhythms to provide personalized recommendations, helping users reset their internal clocks for improved sleep and overall wellbeing.

Look-See is a technology company specializing in machine learning and software as a service (SaaS) solutions. It operates a platform that reviews websites to provide insights for improvement. Through its advanced tools, Look-See offers recommendations to enhance website accessibility and generates reports that deliver actionable insights. These insights assist stakeholders in understanding how various changes can affect key performance metrics, ultimately aimed at improving user experience design. The company's focus on leveraging technology to optimize web interactions positions it as a valuable resource for organizations seeking to enhance their online presence.

NemoCare develops a comprehensive patient monitoring system using wireless wearable sensors, analytics, and big data. Its primary focus is on affordable, continuous monitoring for newborns in hospitals and at home, aiming to improve maternal and neonatal care.

DATAR is a Data Acquisition, fraud reduction, and cost-saving company, by using a disruptive and collaborative model.

Measurevent is a measurement standard and analytics tool that provides impact KPI's for events. We measure the economic, social-cultural and environmental impacts of offline and online events such as festivals, shows, conferences and sports competitions, providing data and insights for decision-making and reporting to relevant stakeholders (brands, investors, public organizations and community, among others).

TripYeah is a technology company that specializes in creating optimized travel itineraries using advanced artificial intelligence, algorithms, and machine learning. By evaluating thousands of variables and checking various routes and online resources in real time, TripYeah's innovative technology streamlines the traditionally manual and time-consuming process of itinerary planning. This enables travel agents to quickly generate the best travel options tailored to meet consumer needs and expectations, ultimately enhancing the customer service experience.

Discoverfy is a Product Discovery SaaS made for retailers & e-commerce. After an easy integration, they are able to show their full catalog in an innovative way, which allows collecting data from what's happening in their online stores. Users are guided into their best match while receiving recommendations, turning the shopping experience into something fun.

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.

ModoScript is a developer of innovative digital healthcare solutions focused on enhancing remote treatment monitoring and big data analytics for high-cost specialty pharmaceuticals, particularly Oral Oncolytics. The company aims to improve the efficiency of medication and treatment protocols, ultimately leading to better patient outcomes in managing chronic diseases like cancer. By leveraging a customizable data analytics model, ModoScript provides pharmaceutical companies, health insurance providers, and medical practices with tools to assess treatment progress and support direct-to-patient clinical trials from home. The company collaborates with mail-order specialty pharmacies and in-office medically integrated pharmacies to facilitate remote treatment delivery. ModoScript is dedicated to ensuring that patients receive high-quality care regardless of their race, condition, or socioeconomic status, striving to make their solutions accessible at no cost to patients while reducing overall industry costs.

OWIWI specializes in game-based assessments for measuring soft skills in job candidates and employees. Combining advanced technology with business psychology and game design research, OWIWI's platform reduces hiring biases and improves employer branding by providing engaging, immersive experiences that assess adaptability, flexibility, integrity, learning agility, resilience, and other crucial traits.

HintEd is a digital adoption platform that helps businesses train employees and onboard users by delivering interactive prompts, hints, and popups within web-based or desktop software. It enables remote training and allows the creation of company- and process-specific training scenarios, without coding or complex integrations. The platform includes interactive tutorials, guided in-app assistance, and analytics to improve user experience, adoption, and onboarding efficiency across diverse software environments. Suitable for organizations of all sizes and industries, HintEd aims to boost productivity and ROI by accelerating software adoption. The company is based in Dolgoprudny, Russia.

Nightingale Caring Solutions enhances hospital operations by offering nursing care analytics. It employs machine learning algorithms to analyze relationships between nurses and patient outcomes, optimizing nurse staffing, scheduling, and assignments.

QueryStax is a developer of a data visualization platform that specializes in automating eCommerce data storage and reporting. The company offers a solution that downloads, stores, and processes seller central data, allowing agencies and brands to generate insightful and detailed reports efficiently. By utilizing QueryStax's platform, businesses can significantly reduce the time required to create key performance indicator reports from hours to mere minutes, thus streamlining their reporting processes and enhancing their overall understanding of business performance.

Vironix Health develops machine-learned surveillance technologies for real-time remote monitoring and early detection of health deterioration from COVID-19, influenza, COPD, and other respiratory illnesses. Its hardware-agnostic APIs are embedded in patient, provider, and employer applications to support remote monitoring and wellness. The company also offers a virtual care management platform that enables healthcare providers to monitor patients at home, delivering remote monitoring, remote therapeutic monitoring, chronic care management, primary care management, and complex chronic care management to improve outcomes and reduce costs.

Founded in 2020, Stoke Systems specializes in real-time asset monitoring. Its innovative solution combines smart sensors, edge AI, and connectivity to provide actionable insights, helping industrial clients enhance uptime, reduce maintenance costs, and maximize productivity for remote assets.

JobStep is a company focused on transforming the job search process to enhance career opportunities for individuals. It has developed a platform that effectively matches job seekers with potential employers by analyzing market data to identify where similar candidates are receiving offers. This approach streamlines the application process, allowing job seekers to secure interviews within weeks by targeting positions that align with their skills and experiences. JobStep aims to make the job search less daunting and more accessible, ultimately helping users achieve their professional goals and improve their economic prospects.

Afya Pamoja provides healthcare managers with actionable data and insights on the quality of service delivery.

ConversionCoach offers a sales behavior platform that analyzes the data from sales calls and gives actionable behaviors to train on.

Digital Patient XP is a digital platform that reimagines the cycle of care. It provides real-time feedback on patients’ progress, recollection, engagement, and other determinants.

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.

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.

Paragit Solutions specializes in developing innovative systems for remote patient monitoring and data-driven clinical management of movement disorders, particularly Parkinson's disease. Central to their offerings is the Paragit Sleeve, which employs a patented sEMG (electromyography) technology to gather precise data on muscle activation, movement, and grip force during patients' daily activities. Paragit provides two main software suites for data interpretation: the PD Monitor, tailored for caregivers, which visualizes key motor symptoms like rigidity and tremors to enhance treatment optimization and facilitate telemedicine; and the MD Lab, designed for decentralized clinical trials across various movement disorders. MD Lab enables researchers to analyze over 20 metrics related to disease severity, track trends, and compare groups consistently, with a robust API that supports extensive data access for further analysis. Through these technologies, Paragit aims to improve the management and understanding of movement disorders, enhancing patient care and clinical research.

Volatile Technologies Ltd, established in 2019, specializes in developing artificial intelligence-driven portable smell sensors. Headquartered in London, with offices in Shenzhen and Vilnius, the company focuses on enhancing beer aroma tracking throughout the brewing process. Their innovative solution combines various chemical sensing technologies with AI algorithms, accelerating ingredient and substance detection and profiling in manufacturing processes up to 20 times faster.

By translating bees’ vibrations and sounds we provide real time pollination and bee health data analysis to beekeepers, farmers, consumers and companies. Thanks to AI and big data we help researchers to know more about and protect the bees.

Mobilized Construction is a UK-based technology company that develops sensor-enabled data collection and analytics for road networks. Its fleet-mounted sensors attach to operating vehicles to collect road-condition data and ultra-high-frequency seismic readings, transmitting information automatically for analysis with minimal user interaction. The company provides a data platform and dashboard that combines predictive analytics, automated AI insights, and time-series road-surface data to monitor and forecast deterioration, support maintenance planning, and extend road life. By integrating data across fleets and construction activities, Mobilized Construction enables local governments to plan earlier, cheaper, and safer road repairs and to create micro-PPP programs for infrastructure projects. Founded in 2015 and headquartered in Cardiff, United Kingdom, the company aims to reduce costly road maintenance while improving safety and asset longevity.

Retail MarketPoint is a real estate technology company specializing in site location analytics for the commercial market. It operates a retail location screening platform that serves retailers and restaurants by forecasting models and a comprehensive database of retailers, shopping centers, and retail districts. The platform uses AI-based simulations of U.S. retail locations and brands to generate insights quickly, addressing common decisions around opening or closing locations. By providing market planning and customer analysis tools, the company enables users to evaluate site opportunities and forecast performance across markets with actionable analytics.

Tellus is a healthcare technology company that uses advanced sensor technology to monitor elderly residents' vital signs wirelessly, without requiring wearables. It provides real-time actionable health information to improve eldercare quality and operational efficiency.

Semantic Health is a Toronto-based healthcare technology company that uses proprietary artificial intelligence to enhance medical coding, auditing, and clinical documentation improvement processes in hospitals.

BetterYou is a digital wellness platform that uses data from users' devices to help individuals align daily time with personal values and wellness goals. It reveals how time is spent and what matters, guiding users to focus on activities across physical, mental, social, and educational wellness. The platform also provides organizations with population-level insights to improve employee wellness and support health savings.

TREND Community is a healthcare organization focused on enhancing the quality of life for individuals with rare and chronic diseases. The company has developed a networking platform that utilizes advanced analytics to extract valuable insights from patient and caregiver narratives, including stories, journals, discussions, and surveys. By analyzing this real-world data, TREND Community aims to facilitate the creation of health initiatives that evaluate the effectiveness of various therapies and treatments. Additionally, the platform empowers patients to share their experiences and access medical advice, contributing to a collective understanding of their conditions. Through these efforts, TREND Community seeks to educate patients and support the discovery of new medicines and research, ultimately improving the lives of those affected by chronic illnesses.

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.

Optalitix offers a cloud platform for hosting various types of models (including spreadsheets, Python, R, and AI) used by insurers and banks. They also provide tools such as Optalitix Quote to enhance underwriting performance.

Beekin provides prescriptive analytics for multifamily real estate operations via an analytics platform designed for institutional-scale investment management. The platform delivers real-time insights, valuations, contract management, accounting, reporting, and analytics to help multifamily and single-family investors harness data to make informed real estate decisions. Backed by a team of urban economists, data scientists, and ex-real estate investors, Beekin combines data science with market expertise to improve asset performance and operational efficiency. The company emphasizes collaboration and transparency to drive better outcomes in the real estate sector.

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 specializes in digital health risk assessment for life and health insurance underwriting. Utilizing data analytics, it calculates risks for over 800 conditions, reducing the need for lengthy questionnaires or medical visits.

Retail MarketPoint is a real estate technology company specializing in site location analytics for the commercial market. It operates a retail location screening platform that serves retailers and restaurants by forecasting models and a comprehensive database of retailers, shopping centers, and retail districts. The platform uses AI-based simulations of U.S. retail locations and brands to generate insights quickly, addressing common decisions around opening or closing locations. By providing market planning and customer analysis tools, the company enables users to evaluate site opportunities and forecast performance across markets with actionable analytics.

Monit is a financial intelligence platform designed to support small and medium-sized business owners by providing them with real-time insights and personalized recommendations to enhance their financial performance. It seamlessly connects to various accounting platforms, allowing users to manage cash flow and identify savings opportunities without the need for spreadsheets. The platform offers clear visualizations of current and projected financial metrics, including cash flow, revenue, and profitability. Monit is offered free of charge to small businesses through partnerships with banks and other enterprises, which aim to foster the success and well-being of their customers. By facilitating digital and financial engagement, Monit helps business owners make informed decisions and plan for the future effectively.

EmPowerYu offers an intelligent Remote Monitoring System designed for seniors living independently at home. Using strategically placed motion sensors and data analytics, the system detects daily life events, determines usual behaviors, and alerts caregivers to any deviations, ensuring privacy and allowing loved ones to age in place.

Healium is a technology company that develops mental fitness tools and immersive, bio-data-driven experiences to support self-management of anxiety, sleep issues, burnout, and overall well-being. The platform links real-time biometric data from wearables such as heart rate and brain activity via EEG headbands to personalized video or VR assets, producing reactive media escapes controlled by the user’s physiology. By integrating wearable devices and sensors, Healium delivers data-driven content that adapts to the user in real time, aiming to reduce anxiety, improve mood, and build resilience for individuals and organizations. Peer-reviewed studies have reported rapid mood benefits and anxiety reduction in as little as four minutes.

Muxy, Inc. is a company that specializes in designing and developing interactive streaming software tailored for live broadcasters, particularly on the Twitch platform. Founded in 2015 and based in Austin, Texas, Muxy creates a variety of tools aimed at enhancing the streaming experience for both content creators and their audiences. Its offerings include the Muxy Extension Development Kit, which provides a library and backend for creating Twitch extensions, and Muxy Alerts, which generates customizable notifications for followers, donations, subscriptions, and hosts. Additionally, Muxy's platform supports the development of interactive live video applications, enabling real-time audience engagement and analytics, thus facilitating a new revenue stream for streamers.

Founded in 2018, IndustrialML is a Boston-based startup that empowers industrial customers by making factories smarter. The company develops enterprise software designed to maximize uptime and reduce scrap. Its platform collects, cleans, and curates factory sensor and enterprise IT data, combining process monitoring and real-time analytics to keep production lines running smoothly. This enables clients to gain actionable insights for operators and engineers in real time.

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.

Grapheal is a Medtech startup specializing in embedded and wearable biosensors. Utilizing graphene transistors, their wireless sensors enable accurate field diagnostics and remote patient monitoring for various biomarkers and pathogens.

Byteflies is a Belgian-American wearable health company dedicated to transforming healthcare through innovative technology. With its headquarters in Antwerp, Belgium, near key life sciences and clinical research centers, and a secondary office in the San Francisco Bay Area, the company is positioned at the intersection of healthcare and digital innovation. Byteflies develops advanced wearable health applications, including a sensor dot that captures biopotential signals, muscle activity, eye movement, and other activity-related data using an integrated inertial measurement unit. This technology empowers pharmaceutical companies, researchers, and tech firms to enhance healthcare delivery and improve patient outcomes. The team comprises experts in medicine, engineering, and data science, all committed to advancing health monitoring and management.

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.

Aequales is a leading Latin American consultancy specializing in corporate gender equality and diversity. It leverages data from over 2,000 companies to drive organizational transformation, promoting equal opportunities and working conditions for men and women. With over a decade of experience, Aequales has worked with over 300 companies across 13 countries, offering services such as diagnosis, measurement, consulting, training, and awareness programs to foster inclusive workplaces.

Noala App is designed to organize and capture the internal tacit knowledge that supports business operations while also giving employees a mechanism to successfully share that information with others.

Crosscope is a medical technology company specializing in AI-powered software for pathologists. It aims to expedite diagnosis and enhance accuracy through deep learning algorithms that analyze imaging biomarkers, ultimately improving cancer diagnosis.

Candam is a technology company in the waste management solutions sector developing real-time packaging material recognition and waste sorting technology. It has developed a patented Smart Ring that identifies all types of packaging materials using acoustic techniques and AI, enabling more accurate waste sorting and efficient collection. The company also offers a waste management platform that uses secure acoustic edge AI for smart containers to increase recycling rates, support the circular economy, and address plastic waste in urban environments, with applications including pharmaceutical waste management.

Brillianetor develops Artificial Social Intelligence technology that enables machines to mimic human social interactions, allowing them to cooperate or compete autonomously. This innovation has applications in gaming, IoT, cybersecurity, and unmanned platform management.

Equine Smartbit, LLC is a company based in Saint Louis, Missouri, that specializes in the design and manufacture of innovative health monitoring devices for horses. Founded in 2016, the company has developed the SmartBit, a device equipped with biometric sensors that allows horse owners, trainers, and veterinarians to monitor and analyze the real-time wellness, health, and performance of horses. The SmartBit measures vital signs such as temperature, heart rate, and blood oxygen saturation, providing critical data that helps in assessing a horse's physical condition during training and competition. The device alerts users when a horse's health status may be compromised, thus facilitating timely interventions. In addition to its hardware, Equine Smartbit offers software tools that enhance the analysis of the collected biometric data, supporting informed decision-making in equine care.

Agrolabs develops IoT-based solutions for greenhouse farming. Its platform collects real-time data on crop growth, environment, and pollination, using predictive analytics to boost yield efficiency.

Walk With Path specializes in developing wearable products that enhance mobility and provide therapeutic benefits for patients. The company's primary offering is a smart insole equipped with biofeedback and sensors, specifically designed to assist individuals with diabetes in improving balance and preventing foot ulcers. One of their key innovations, the Path Finder, is a medical device aimed at helping individuals with Parkinson's disease manage 'freezing of gait,' a condition where patients feel momentarily stuck. This product has shown efficacy through published evidence in Neurology. Walk With Path also offers data insights and analytics for both end users and healthcare professionals, making their products applicable for daily use and gait analysis in clinical and non-clinical settings.

NemoCare develops a comprehensive patient monitoring system using wireless wearable sensors, analytics, and big data. Its primary focus is on affordable, continuous monitoring for newborns in hospitals and at home, aiming to improve maternal and neonatal care.

PROSPERiA is a social impact company spun off from the MIT Media Lab. It aims to enhance early detection and treatment of chronic diseases in emerging markets using Artificial Intelligence-based solutions.

Poiike is the platform that organizes cooking, the kitchen, and thinking behind how to cook. We have developed a unique algorithm that takes data from multiple recipes and creates an easy-to-follow workflow.

FairHire is an applicant tracking system designed for large businesses. It facilitates hiring processes while promoting ethical recruiting standards through anonymous hiring and behavioral science-based people analytics.

SecurelyShare specializes in data security, privacy, and governance. Its patented platform, DSG Vault, embeds appropriate security measures, access controls, usage policies, consent, and constraints directly at the data level for both structured and unstructured data. This enables organizations to store, share, and process data while ensuring compliance with various regulatory policies and maintaining data privacy.

Anything Connected develops an AI-driven data platform focused on predictive maintenance. Their key product is the Data Node, an internet-connected sensor sticker that measures variables like electricity consumption to predict equipment failures. This enables businesses to maintain their products more efficiently and cost-effectively.

Droople develops AI-driven water management technology. Their retrofittable device analyzes water usage and detects leaks in pipelines, helping individuals and businesses conserve water, reduce pollution, and optimize infrastructure management.

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.

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.

Tink offers a SaaS platform that enhances sales through automated referrals. It digitizes word-of-mouth marketing, tracks referral analytics for ROI measurement, and facilitates 'member gets member' software.

GetIn is a developer of a retail analytics tool that focuses on measuring store traffic to enhance various aspects of retail operations. The company offers a web-based reporting portal that provides valuable data and insights into consumer behavior, particularly for shoppers visiting shopping malls. This platform enables retail store owners to send targeted brand loyalty messages, coupons, and discount offers to influence purchasing decisions. By leveraging this information, GetIn helps retailers optimize their labor management, marketing performance, merchandising strategies, and real estate investments, ultimately driving improved business outcomes.

Vyasa Analytics is a technology company that specializes in providing an AI-powered platform tailored for life sciences and healthcare organizations. Its flagship product, Vyasa Layar, facilitates the integration and analysis of diverse data sources across both cloud and on-premise environments. This platform creates a unified data landscape that organizations can explore through a suite of low-code deep learning applications. Vyasa's offerings include advanced features such as dark data analytics, neural concept recognition, and secure cloud deployment, all designed to empower organizations to leverage deep learning for enhanced data insights. By enabling collaborative analytics and project-based deep learning, Vyasa Analytics supports its clients in effectively managing and utilizing their enterprise data.

Amphasys develops and markets chip-based single-cell analysis technology, aiming to simplify, speed up, and miniaturize complex cell analyses for various applications. Founded in 2012 as a spin-off from Axetris AG, the company's technology enables label-free analysis of cell characteristics such as size, morphology, viability, and differentiation.