MassChallenge

CloEE is an AI-driven digital advisor for discrete manufacturers. It enhances sustainability by improving Overall Equipment Efficiency (OEE), reducing energy consumption by 30%, and minimizing emergency stops by 95%. CloEE leverages generative AI to deliver continuous improvement using real-time data from manufacturing equipment, MES, and ERP systems. It empowers manufacturers to tackle production downtime, delivery delays, low OEE, high defect rates, and excessive energy costs.

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.

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

Flagler Health develops clinical decision support software that helps healthcare providers deliver more comprehensive care. Its platform uses patient data and clinical guidelines to identify potentially beneficial procedures that might have been overlooked, improving patient outcomes.

Aevice Health specializes in non-invasive wearable technology for real-time monitoring of respiratory health. Its devices facilitate early detection of cardiopulmonary issues, enabling clinicians to track patient responses to treatment effectively and enhancing patient care by delivering critical insights directly from home.

Oatmeal Health is a virtual clinic specializing in cancer care, enhanced by AI technology. It offers services such as lung cancer screening, risk assessments, diagnosis support, care navigation, and patient education. The company partners with community health centers, health systems, and imaging centers to provide high-quality, patient-centered care.

Walkky develops a digital healthcare platform that uses artificial intelligence to analyze electrocardiogram data and build personalized patient profiles. The system detects, predicts, and alerts clinicians to significant cardiac events and abnormal or declining heart function, enabling faster proactive cardiovascular diagnostics.

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

DataArrows is a company that specializes in optimizing building operations through the use of artificial intelligence and Internet of Things technologies. It has developed a facility management platform that analyzes extensive data generated by sensors and building systems. By identifying patterns, trends, and opportunities for optimization, DataArrows enables building owners and facility managers to enhance sustainability and improve occupant satisfaction. The company focuses on delivering smart operational solutions that streamline facility management processes and promote more efficient building performance.

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

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

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

Auspex Diagnostics 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.

Malama Health improves pregnancy-related outcomes by providing software that enhances the care offered by OB/GYNs. Its platform offers a glucose tracker, identifies food triggers, provides one-on-one coaching, and delivers actionable insights to optimize maternal health.

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

Util 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.

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

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

Founded in 2015, Noonum offers a cloud-based software platform that uses artificial intelligence and machine learning to provide comprehensive analysis of companies. Its products include Concept (for investment trends), Value Chain (company ecosystem), and BYOD (document keyword extraction). Headquartered in Redmond, Washington.

Delfina is a data-driven prenatal care platform that personalizes pregnancy care to improve safety for mothers and babies. It uses a data-powered approach to uncover insights in prenatal care and to optimize interventional workflows through machine learning models. The platform creates individualized pregnancy care plans based on patient risk assessed from multiple metrics and supports early intervention, helping providers deliver equitable, cost-effective care. By integrating data across clinical, demographic, and monitoring inputs, Delfina aims to enhance decision-making, streamline workflows, and improve outcomes throughout pregnancy.

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.

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

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

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

NemoCare 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.

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

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

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

Nightingale Caring Solutions 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.

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

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

Vironix Health 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.

Glamorous AI develops an artificial intelligence driven drug discovery platform that accelerates pharmaceutical research by leveraging prior experimental results to identify and optimize chemical scaffolds, predict activities, and screen ultra-large chemical libraries. The platform addresses low-data, sparse, and noisy datasets, enabling the discovery of novel compounds and potential therapeutics.

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.

NeuroGeneces develops an artificial intelligence driven brain health assessment platform to detect early signs of neurodegeneration before cognitive symptoms appear. Its Brain Age test analyzes patient EEG data collected via a sleep headband and ML software, benchmarking against a proprietary normative database to provide objective measures of brain function. The platform enables healthcare practitioners to identify at-risk individuals and guide preventive interventions through early behavioral strategies, offering more comprehensive insights than traditional biomarkers.

Delfina is a data-driven prenatal care platform that personalizes pregnancy care to improve safety for mothers and babies. It uses a data-powered approach to uncover insights in prenatal care and to optimize interventional workflows through machine learning models. The platform creates individualized pregnancy care plans based on patient risk assessed from multiple metrics and supports early intervention, helping providers deliver equitable, cost-effective care. By integrating data across clinical, demographic, and monitoring inputs, Delfina aims to enhance decision-making, streamline workflows, and improve outcomes throughout pregnancy.

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

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

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

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

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

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

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

VenoVision develops a contactless, AI-driven cardiopulmonary monitoring platform that uses thermal imaging and machine learning to non-invasively assess hemodynamic status. This helps healthcare professionals detect patient deterioration earlier, improve care, reduce ICU admissions, and lower hospital readmissions.

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.

Agamon streamlines radiology workflows by automatically extracting data from reports using proprietary deep learning NLP technology. Its platform facilitates follow-up management for programs like lung cancer screenings and incidental findings.

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.

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

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

Beekin 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.

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

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

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

Starling Medical is focused on creating a remote patient monitoring platform that facilitates at-home urine diagnostics, aiming to integrate seamlessly into everyday bathroom routines. The company designs healthcare devices that utilize mass spectroscopy-based sensors for continuous monitoring and early detection of health issues through urine analysis. By tracking changes in urine composition over time, Starling Medical's technology enables timely intervention for patients and healthcare providers, potentially preventing complications and reducing the need for hospitalizations. The organization is dedicated to developing predictive technology that enhances early detection of chronic health concerns, ultimately improving patient outcomes.

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.

Founded in 2018 and headquartered in Boston, FreightFlows provides a data-driven platform offering predictive analytics for global maritime trade. Its platform enables users to optimize operational decisions by analyzing market trends, vessel availability, routes, and commodity cargo activities.

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.

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

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

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

NemoCare 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.

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.

GaitIQ develops an iPad-based clinical gait analysis application that uses machine vision and artificial intelligence to quantify subtle gait changes linked to future dementia and to predict fall risk in older adults. The software supports primary care and other healthcare settings by enabling early detection of cognitive decline and guiding preventive interventions, while also condensing the functionality of a traditional gait laboratory into a portable, affordable tool. By providing actionable insights on mobility and stability, the application helps providers tailor treatment plans, monitor progression, and improve patient outcomes, making gait analysis more accessible and scalable without specialized equipment or facilities.

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

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

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

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

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

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

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

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

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

Founded in 2016, Asystom specializes in predictive maintenance solutions for industrial equipment. Their stand-alone system combines sensors and embedded intelligence to monitor all components, regardless of age or design, preventing breakdowns and minimizing downtime.

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

Spatio Metrics offers an analytics platform that helps architects, developers, and hospital operators bridge design and data by analyzing floor plans and spatial characteristics, integrating disparate data sources to reveal design gaps and inform data-driven interventions. The platform supports cross-functional teams in making smarter design investments by quantifying the human and financial impact of space design, and provides dashboards to show how facility layouts influence patient health outcomes, enabling real estate developers and building managers to optimize performance and facilities 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.

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

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

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

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

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

Mente develops a surgical instrument tracking and monitoring system that uses predictive analytics to optimize the operating room experience for hospitals, surgical teams, and patients at the lowest possible cost. The solution provides dependable, real-time data streams on instrument availability and usage, helping to transform resource management in the OR. By ensuring the right instruments are on hand when needed, Mente aims to improve efficiency, reduce downtime, and lower overall surgical costs while supporting better patient care.

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

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

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

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

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

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

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

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

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

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

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

Fenris Digital provides a cloud‑based platform that helps global property and casualty insurers streamline the customer application process. The solution combines data foundations, decisioning support, and design‑thinking tools with an AI‑powered analytics engine that scores applicants for underwriting, credit tier, and fraud risk. A mobile‑first quoting interface, TouchQuote, enables insurers to reduce the number of questions on forms and target high‑value leads. The company offers a single API that delivers real‑time data and predictive insights to agencies, carriers, and financial services, covering 95% of the U.S. market. By integrating these capabilities, insurers can accelerate quote turnaround, improve conversion rates, and enhance customer journeys.

Stratyfy is an AI-driven software company that provides predictive-model development and decision-optimization solutions for financial institutions. Its platform enables institutions to develop predictive models and make decisions within highly regulated environments by combining institutional expertise with data tools, and it emphasizes transparent, explainable AI to deliver machine-learning accuracy without black-box concerns. The solutions support credit risk assessment for lenders and insurance fraud detection, with a focus on reducing operational and economic risk through human-centered analytics and algorithmic fairness, allowing evaluation of predictions and decisions from multiple angles. Stratyfy was founded in 2017 and is based in New York, with research and development operations in Israel and Germany.

DynamiCare Health offers a digital platform that assists individuals in monitoring and reducing their use of drugs, opioids, alcohol, and tobacco. The platform enables users to perform substance tests via an app and tracks treatment attendance using GPS. Healthcare providers can access data on participants' progress through the DynamicCare Analytics portal, which sends real-time risk alerts when clients are at risk.

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

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