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 is a virtual advising management platform focused on enhancing engagement and streamlining advising processes for higher education institutions. By integrating virtual advising resources, personalized matching, machine learning-enabled assessments, and analytics, Polis enables institutions to better understand and connect with their students. The platform aims to reduce student attrition, boost retention rates, and optimize the availability of advisors, ultimately driving cost savings and operational efficiency. Through its innovative approach, Polis seeks to improve the overall advising experience in higher education.

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.

Bairitone Health is a Houston-based company founded in 2022 that focuses on creating innovative solutions for individuals suffering from untreated obstructive sleep apnea. The company has developed remote passive sensing technology that employs vibration sensors placed on the face during sleep to gather acoustic data from the upper airway. This data is then analyzed using advanced sonar beam-forming algorithms and artificial intelligence to accurately identify the location of structural collapses in the upper airway that contribute to apnea episodes. By providing detailed insights into the nature of a patient's condition, Bairitone Health enables healthcare professionals to devise more informed and effective treatment plans for sleep apnea.

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 is a developer of a sensory augmentation application that enhances emotional communication among diverse populations. The company offers a unique solution that translates the emotional sentiment of speech into vibrations on a haptic wristband. This real-time feedback tool serves as a self-guided emotional translation toolkit, allowing users to customize their experience by specifying vibrational intensity according to their sensory preferences. Valence Vibrations aims to support neurodiverse individuals in interpreting the emotions of others during conversations, ultimately improving interpersonal relationships and emotional connections across various communication styles, languages, and cultures.

ZiO Health is a biotechnology company focused on enhancing patient outcomes through its innovative pocket-sized laboratory testing technology. The company has developed proprietary biosensor devices that utilize machine learning algorithms to provide real-time results tailored to individual patient profiles. These multi-functional electronic devices are designed for measuring, testing, and detecting the molecular composition of various chemical and biological substances, enabling users to assess the presence, absence, or quantity of specific target molecules. By delivering quality home diagnostics and personalized testing solutions, ZiO Health aims to empower individuals to optimize their health and prevent illness.

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.

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.

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 is a pioneering company that has developed a non-invasive continuous health monitoring platform utilizing saliva as a diagnostic fluid. Founded in 2017 and headquartered in Cambridge, Massachusetts, the company focuses on chronic disease management, targeting conditions such as heart disease, chronic kidney disease, diabetes, and tooth decay. Lura Health's innovative sensors are designed to be integrated into patient-friendly orthodontic devices, including removable retainers and fixed brackets. These sensors continuously monitor oral acidity and other analytes in saliva, automatically transmitting valuable health data to a mobile application. This approach empowers users to track key diagnostic metrics within their oral environment, facilitating improved personal health management and potentially enhancing clinical outcomes.

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 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.

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 assists companies in calculating and reducing their carbon emissions to achieve net-zero goals. The platform features automated Product Carbon Footprinting (PCF) capabilities, allowing users to assess the carbon footprints of their products throughout their entire lifecycle. It offers tools such as Hotspot Analysis, which identifies the materials, suppliers, components, or activities that contribute most to emissions, and Product Prototyping, which enables companies to strategically design products with lower emissions. Arbor serves a diverse range of clients, including well-known brands, helping them accurately measure emissions, enhance sustainability efforts, and navigate compliance regulations effectively. The platform empowers organizations to make informed decisions and showcase their commitment to sustainability.

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 is a company specializing in carbon emissions management, providing a comprehensive platform that enables organizations to track and reduce their greenhouse gas emissions effectively. By integrating with various software solutions, Greenly automates data collection and analysis, allowing businesses to calculate their carbon footprints in real-time and generate compliant carbon disclosure reports. The platform supports companies in developing Net Zero strategies aligned with international standards, including the Science Based Targets initiative. Greenly emphasizes an industry-specific approach, offering tailored solutions for sectors such as freight, electricity, and supply chain management. Additionally, the company aids procurement departments in implementing sustainable purchasing policies and engaging suppliers in decarbonization efforts, positioning itself as a leader in the transition to a more sustainable economy.

Carium is a healthcare technology company that creates an individualized platform aimed at enhancing the health and wellness journeys of users. By offering a comprehensive and personalized care experience, Carium enables healthcare providers and payers to access actionable data that informs clinical decisions. This platform supports the unique needs and goals of each individual, allowing for more efficient and effective care management. As a result, both care teams and clients benefit from improved health outcomes and overall satisfaction, while also achieving cost reductions and better insights into their healthcare processes. Carium's innovative approach seeks to transform how healthcare is delivered and experienced.

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.

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 is a technology company focused on enhancing the efficiency, sustainability, and safety of mineral processing and industrial operations. It specializes in developing advanced x-ray visualization and digitalization sensors that utilize nuclear imaging technology to measure the bulk density of geophysical assets. This innovative approach allows for the detection of issues within large volumes of material and monitors fluid migration in pore spaces over time. By providing geologists and mining companies with a clearer understanding of the composition and distribution of materials, Muon Vision aims to improve operational outcomes in mineral processing, leaching heaps, and mine tailings dams, ultimately contributing to more effective and responsible resource management.

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 is a technology company that specializes in developing health and fitness applications. Their primary focus is on creating apps that utilize algorithms to track users' circadian rhythms. By analyzing data from phones and wearable devices, Arcascope accurately monitors the body's internal clock. This information is used to generate personalized recommendations aimed at helping individuals manage their fatigue and improve their overall well-being by aligning with their natural sleep-wake cycles.

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 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.

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 is a pioneering company specializing in game-based assessments aimed at evaluating soft skills in both prospective and existing employees. With a foundation in cutting-edge technology and extensive research in Business Psychology and Game Design, Owiwi has published numerous papers in peer-reviewed journals, establishing itself as a scientific leader in the field. Its flagship product employs gamification techniques to assess key soft skills such as adaptability, integrity, and resilience, providing organizations with valuable insights into candidates' traits and behaviors. By delivering an engaging and immersive assessment experience, Owiwi not only aids in reducing bias during the hiring process but also enhances the overall employer brand, making it an attractive option for talent acquisition and retention.

HintEd LLC is a digital adoption platform based in Dolgoprudny, Russia, that specializes in enhancing user engagement and adoption of digital products. The company provides a suite of tools, including interactive tutorials, in-app guidance, and analytics, to improve the user experience and streamline the onboarding process for employees and customers. HintEd's platform allows businesses to create tailored training scenarios for specific software applications, enabling users to develop necessary skills through interactive prompts and recommendations. This versatile solution is designed to cater to organizations of all sizes and industries, ultimately driving productivity and return on investment by facilitating efficient training and software adoption.

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.

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 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.

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.

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 Ltd is a company based in Cardiff, United Kingdom, founded in 2015, that specializes in developing smart sensors and software for monitoring road conditions. The sensors can be easily attached to the dashboard of operating vehicles in under three minutes, allowing for efficient data collection without incurring additional operational costs. The system gathers ultra-high frequency seismic data and time-series analytics related to road surface quality, which is automatically transmitted and analyzed without requiring user interaction. Mobilized Construction's predictive analytics platform enables local governments to access real-time road condition data, facilitating timely and cost-effective repairs, thereby extending the lifespan of road infrastructure. The company's innovative approach supports the creation of micro-public-private partnerships to enhance road maintenance and safety.

Retail MarketPoint is a real estate technology company that focuses on site location analytics for the retail industry. It operates a retail location screening platform designed to assist retailers and restaurants in making informed decisions about opening or closing locations. By leveraging AI-based technology, the company provides forecasting models and a comprehensive database that covers all U.S. retail locations and brands. This platform enables users to access intelligent services that address common challenges in market planning and customer analysis, allowing businesses to optimize their location strategies effectively.

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.

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.

BetterYou is a digital wellness platform focused on enhancing health and wellness decision-making for both individuals and organizations. By utilizing data generated from daily device usage, the platform offers insights into how users allocate their time compared to what is truly important to them. BetterYou empowers users to define their own vision of "time better spent" and supports them in achieving their wellness goals across various dimensions, including physical, mental, social, and educational aspects. Additionally, the platform provides organizations with population-level insights, enabling them to promote better employee well-being and drive health savings by fostering healthier habits within their workforce. Overall, BetterYou aims to facilitate meaningful lifestyle changes and improve overall wellness for its users.

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 is a technology company that specializes in providing a cloud platform designed for insurers and banks to enhance their operational capabilities. Its flagship offering, Optalitix Models, allows clients to host various types of models, including spreadsheets and advanced analytics like Python and R. The platform features a no-code system that leverages both internal and external data, facilitating insights that drive decision-making processes. Additionally, Optalitix offers tools such as Optalitix Quote, which serves as a hosted underwriting workbench aimed at improving underwriting performance. The company's solutions extend to optimizing credit origination, enabling embedded insurance, and enhancing sales insights, ultimately supporting clients in acquiring and retaining customers while personalizing policy flows.

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.

Retail MarketPoint is a real estate technology company that focuses on site location analytics for the retail industry. It operates a retail location screening platform designed to assist retailers and restaurants in making informed decisions about opening or closing locations. By leveraging AI-based technology, the company provides forecasting models and a comprehensive database that covers all U.S. retail locations and brands. This platform enables users to access intelligent services that address common challenges in market planning and customer analysis, allowing businesses to optimize their location strategies effectively.

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 is a company that has developed an innovative Remote Monitoring System designed to enhance healthcare delivery and communication for seniors living independently at home. By utilizing strategically placed motion sensors, the system tracks daily activities such as getting out of bed and meal preparation, creating a comprehensive view of normal routines through data analytics. This approach allows authorized caregivers to receive timely alerts regarding any deviations from established patterns, ensuring that medically vulnerable individuals can receive support without compromising their privacy or requiring behavioral changes. EmPowerYu's technology aims to facilitate safe and independent living for seniors, fostering a connection between them, their families, and professional caregivers.

Healium is a company that specializes in providing drugless solutions for managing anxiety and sleep issues through immersive media experiences. Their technology integrates with fitness trackers and other sensors, such as smart watches or EEG meditation headbands, to create reactive video content driven by the user's brainwaves and heart rate. This approach allows users to control their bio-data displayed on the screen via hardware-agnostic sensors, offering a personalized experience that has been clinically validated in peer-reviewed journals to quickly reduce anxiety and improve mood within just 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.

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.

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 focused on developing innovative embedded and wearable biosensors designed for modern healthcare applications. Leveraging advanced graphene transistors, Grapheal's devices enable accurate and affordable field diagnostics and remote patient monitoring. Their biosensors, which are minimalistic in design and integrated with wireless connectivity, allow for the precise detection of biomarkers and pathogens, all accessible through a smartphone. The company’s approach encompasses the entire value chain, from synthesizing proprietary sensing nanomaterials to the integration of sensor technology with embedded data analysis and software development, thus facilitating enhanced medical oversight for professionals.

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 AI software company that specializes in developing advanced deep learning technology aimed at enhancing the capabilities of pathologists in cancer diagnosis. The company’s digital pathology imaging platform is designed to extract medical image information and facilitate diagnostics for precision medicine. By streamlining and accelerating pathology lab processes, Crosscope enhances interoperability, storage, image management, and collaboration among medical professionals. This technology allows pathologists to make more accurate and reliable cancer diagnoses, ultimately improving workflow and patient outcomes.

Candam Tech is a company focused on advancing waste management solutions through innovative technology. It has created a cost-effective Smart Ring technology that utilizes acoustic techniques and artificial intelligence to identify various types of packaging materials in real time. This patented system enhances waste collection processes and aims to improve recycling rates, thereby supporting the circular economy. Candam Tech's platform also facilitates access to waste management and collection systems, particularly in urban areas, addressing challenges related to plastic waste and promoting sustainable practices, including the management of pharmaceutical waste.

Brillianetor is a pioneering company specializing in artificial intelligence technology that allows machines to engage in social interactions akin to human behavior. The firm has developed an innovative platform featuring an Artificial Social Mind, which enables machines to recognize surrounding entities and autonomously decide whether to cooperate or compete in various contexts. This technology is designed to facilitate complex social behaviors, making it applicable across multiple sectors, including the gaming industry, Internet of Things (IoT), cyber defense security, and unmanned platform management. By providing plug-and-play social simulators that include mixed groups of humans and virtual entities, Brillianetor enhances the capabilities of humanoid robots and autonomous systems, helping users deploy these technologies more efficiently while reducing development costs and time to market.

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 Limited specializes in developing sensor telemetry solutions for horticultural farmers, focusing on enhancing yield and efficiency in greenhouse environments. Founded in 2017, the company is headquartered in London, United Kingdom, with additional offices in Hong Kong and Dnipro, Ukraine. Agrolabs offers innovative products such as Agrolabs W-Sens, which provides real-time analytics on indoor crop growth performance, and Agrolabs B-Control, designed to enhance pollination through automated controls and monitoring of bee activity. By leveraging cloud-based Internet of Things (IoT) technology, predictive analytics, robotics, and artificial intelligence, Agrolabs enables farmers to control various aspects of the growing process, including pollination, environmental conditions, and irrigation. This integration of advanced technologies allows for data-driven decision-making, ultimately leading to improved cost efficiency and quality yields.

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 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.

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.

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 specializes in an applicant tracking system that focuses on an entirely anonymous hiring process and utilizes behavioral science-based people analytics. The platform is designed to assist businesses, particularly large enterprises, in streamlining their recruitment procedures while upholding ethical standards throughout the entire hiring process. By implementing a fully anonymized blind hiring program, FairHire helps organizations mitigate bias and enhance candidate engagement, process innovation, employer branding, and fair decision-making.

SecurelyShare is a technology company specializing in data security and privacy solutions. Its patented platform, DSG Vault, embeds appropriate security measures, access controls, usage policies, consent, and constraints directly at the data level, supporting both structured and unstructured data. This enables organizations to store, share, and process data while adhering to various regulatory policies and ensuring purpose enforcement. By integrating its platform into enterprise applications, tools, IoT platforms, SecurelyShare ensures that each dataset containing sensitive information complies with country-specific regulations and privacy laws, promoting "Privacy by design" and "Privacy accountability". The company's solution caters to three primary use cases: demonstrating compliance for sensitive data stored within organizations, secure internal and external data sharing, and facilitating digital transformation initiatives.

Anything Connected is a technology company that specializes in hardware solutions for the Internet of Things (IoT), enabling businesses to develop their IoT systems rapidly, often within 24 hours. The company focuses on predictive maintenance, utilizing its innovative internet-connected sensor sticker, known as the data node. This device can be easily affixed to various types of equipment, such as factory production lines or large-scale storage systems, to monitor different variables, including electricity consumption. By providing real-time data on equipment performance, the sensor helps organizations anticipate breakdowns and optimize maintenance processes, ultimately leading to significant cost savings. Anything Connected's solutions promote smarter, modular, and decentralized maintenance strategies across a range of industries.

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.

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 is a developer of automated marketing software that focuses on enhancing sales through referral programs. The platform is designed to facilitate upselling in large companies by promoting customer recommendations and improving conversion rates. Tink’s software enables businesses to measure the effectiveness of their referral marketing in real-time, allowing them to optimize sales performance and reduce costs. By leveraging the power of social referral selling, Tink aids companies in attracting and retaining customers more efficiently.

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 is a technology company that specializes in the development and marketing of innovative, chip-based single-cell analysis technology. Founded in 2012 as a spin-off from Axetris AG, the company focuses on simplifying, accelerating, and miniaturizing complex cell analyses, making them accessible for use outside traditional laboratory settings. The technology, initially developed in collaboration with the Swiss Federal Institute of Technology Lausanne in 2004, has been validated through extensive research with various cell types and is currently employed in applications such as pollen quality monitoring and milk analysis. By eliminating the need for time-consuming and complex sample preparation steps, including cell labeling, Amphasys enables clients to conduct label-free analyses of single-cell characteristics such as size, morphology, viability, and differentiation. The company has received recognition for its innovations, including the prestigious Swiss startup prize awarded by the W.A. de Vigier Foundation in 2013.