MassChallenge

MassChallenge is a global nonprofit startup accelerator headquartered in Boston, Massachusetts, established in 2009. It supports early-stage entrepreneurs across various industries, including technology, healthcare, and social impact, by providing mentorship, resources, and networking opportunities. With locations in Israel, Mexico, Switzerland, Texas, and the UK, MassChallenge connects high-potential startups with industry experts and investors to foster innovation and facilitate growth. The accelerator operates on a non-equity model, allowing entrepreneurs to maintain full ownership of their companies while benefiting from strategic partnerships and tailored training programs. Through its diverse initiatives, such as targeted accelerator programs like MassChallenge HealthTech and FinTech, the organization aims to drive impactful change and enhance the global innovation ecosystem.

Cait Brumme

Acting CEO

Nick Dougherty

Managing Director, MassChallenge HealthTech

Siobhan Dullea

CEO

Matt Lashmar

Managing Director

Camila Lecaros

Managing Director

Yonit Serkin

Managing Director

Devon Sherman

Founding Director, Head of MassChallenge FinTech

Michelle Williams

Vice President and Head of Texas Strategy

Past deals in Data Visualization

Birth By Us

Non Equity Assistance in 2023
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.

ImprezzAI

Non Equity Assistance in 2023
AI to accurately credit ads for their performance, unlocking insights to improve efficiency

DocNexus

Non Equity Assistance in 2023
DocNexus is transforming the healthcare landscape by leveraging AI-powered knowledge graphs to enhance access to critical information. The company's platform provides a comprehensive database for key opinion leader (KOL) searches, advanced publication searches, and news aggregation, allowing medical affairs organizations to efficiently find evidence and stay updated on KOLs' digital presence. By delivering insights from millions of scientific publications, clinical trials, and news articles in seconds, DocNexus streamlines the process of connecting healthcare professionals across the ecosystem. This innovative approach enables clients to strengthen their medical affairs strategies and improve scientific exchange.

DEX Insight

Non Equity Assistance in 2023
DEX Insight provides a technology solution designed to enhance productivity in the digital workplace by optimizing the use of software applications. By utilizing an AI-powered browser extension, DEX Insight tracks app usage and collects user feedback, allowing organizations to gain valuable insights into their software tools. This approach helps identify which applications are effective, intuitive, or underperforming, thereby aiding in the elimination of unnecessary software expenditures and streamlining workflows. The company focuses on empowering employees by providing them with the necessary resources and support to thrive in their roles, ultimately fostering a more productive and satisfying work environment. Through quick in-app surveys and real-time analytics, DEX Insight aims to transform every employee into a proficient user of their digital tools, which can lead to increased workforce efficiency and reduced IT costs.

Util

Non Equity Assistance in 2022
Util is a developer of sustainability intelligence technology that provides investors with an objective, evidence-based assessment of a company's impact. By leveraging big data and machine learning, Util aggregates and analyzes comprehensive company data related to various stakeholders, including employees, customers, and the environment. This information is transformed into a dollar-based annual value generated metric, enabling responsible investors to evaluate both financial and non-financial returns. The company's innovative methodology goes beyond traditional ESG metrics, portraying companies as complex value generators. Util's product encompasses all listed securities and is specifically designed for investment managers seeking advanced analysis that aligns with the efficiencies of financial reporting. Currently, Util collaborates with two investment manager partners who collectively manage $130 billion in assets to refine its methodology and product offerings.

juli

Non Equity Assistance in 2021
juli is a digital healthcare startup founded in 2020, aimed at improving the lives of individuals with chronic conditions. The company develops an artificial intelligence-powered application that consolidates diverse healthcare data into a single platform. This application supports users dealing with various chronic health issues, such as asthma, migraines, depression, bipolar disorder, and chronic pain. By integrating data from smartphones, wearables, and self-reported information, juli enables users to self-track and manage their symptoms effectively. The founders, motivated by personal experiences with chronic conditions, leverage their expertise in big data to enhance healthcare outcomes and promote better understanding of health triggers and management strategies.

Delfina

Non Equity Assistance in 2021
Delfina is a company that specializes in developing a personalized prenatal care system aimed at ensuring the safety of mothers and infants during pregnancy. By leveraging data and machine learning, Delfina's platform creates individualized pregnancy care plans that assess patient risk through various metrics. This approach not only enhances interventional workflows but also improves provider efficiency, facilitating early intervention in prenatal care. Delfina's commitment to data-driven insights is paving the way for clinical innovation, ultimately striving to deliver equitable and cost-effective healthcare solutions for expectant families.

Arbor

Non Equity Assistance in 2021
Arbor is a carbon accounting platform focused on helping companies calculate and reduce their emissions to achieve net-zero targets. Its automated Product Carbon Footprinting platform allows businesses to efficiently assess carbon footprints throughout the entire lifecycle of their products. Arbor offers features such as Hotspot Analysis, which identifies key contributors to emissions—including materials, suppliers, and activities—and Product Prototyping, which enables strategic testing of product designs to minimize emissions. By leveraging proprietary environmental and societal datasets, Arbor empowers companies to measure, enhance, and demonstrate the sustainability of their products. Its platform has been utilized by notable brands to accurately measure emissions, accelerate their journey to net-zero, and navigate compliance regulations effectively.

Andes Wealth Technologies

Non Equity Assistance in 2021
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.

Muon Vision

Non Equity Assistance in 2021
Muon Vision specializes in enhancing the efficiency, sustainability, and safety of mineral processing and industrial operations through advanced subsurface visualization technology. The company has developed a sophisticated x-ray visualization and digitalization sensor that employs nuclear imaging techniques to assess the bulk density of geophysical assets. This technology enables the detection of issues within large material masses and monitors fluid migration in pore spaces over time. By providing geologists and mining companies with insights into the composition and distribution of materials, Muon Vision facilitates improved decision-making and operational effectiveness in various industrial processes, including leaching heaps and mine tailings dams.

Sumatra

Non Equity Assistance in 2021
Sumatra is a developer of a real-time data platform that aims to streamline the deployment of machine learning and analytics by automating the transition from ideas to actionable outcomes. The platform is designed to eliminate dependencies on data engineering, which can often hinder timely deployments. By enabling data scientists to construct their own streaming data pipelines, Sumatra empowers teams to navigate the complexities associated with implementing machine learning in critical time-sensitive environments. This approach facilitates enhanced decision-making through enriched performance data and comprehensive end-to-end services.

Matidor.com

Non Equity Assistance in 2021
Matidor.com is a geospatial collaboration platform tailored for field services, enabling businesses to visualize, manage, and collaborate on projects through a live-updating map. The platform is designed to enhance productivity and client satisfaction, as more consultancies, project managers, and field workers opt for Matidor over traditional spreadsheets. Key features include a centralized dashboard that displays budgets, cost reports, and historical data, as well as detailed site maps and user-friendly GIS tools that facilitate communication and collaboration across departments. This map-based interface allows users to easily understand tasks and information related to physical locations, catering to both technical and business audiences. Matidor's user-friendly design minimizes the need for extensive training, while its unlimited user model promotes viral growth. The platform's capabilities, including historical data storage and two-way sharing, contribute to its effectiveness in streamlining operations and improving business development. With a founding team possessing a blend of technical and industry expertise, Matidor stands out as a unique solution in the project management landscape.

Look-see

Non Equity Assistance in 2021
Look-See is a machine learning and software-as-a-service (SaaS) company that specializes in providing insights for website improvement. Through its review platform, Look-See leverages advanced algorithms to analyze websites and generate recommendations aimed at enhancing accessibility and overall user experience. The service produces detailed reports that offer actionable insights, helping stakeholders comprehend the potential impact of changes on key performance metrics. By focusing on metrics-driven enhancements, Look-See enables users to refine their experience design effectively.

Aiki Incorporated

Non Equity Assistance in 2021
When Every Second Matters, Aiki Shows the Way. Seamless, real-time coordination for communities and first responders using crowdsourced data, 3D interactive maps, and shared intelligence.

Vaico

Non Equity Assistance in 2021
Vaico develops technological solutions to complex computer vision and data analytics problems. We use deep learning, IoT, and cloud computing aiming at four strategic markets: i. work-related accidents reduction, ii. surveillance automation, iii. visual-analysis task automation in the industrial field, and iv. mobility management automation.

Evento Medido / Measurevent (formerly Fanear)

Non Equity Assistance in 2021
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).

Tender light Scientific

Non Equity Assistance in 2021
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

Non Equity Assistance in 2021
Nightingale Caring Solutions specializes in nursing care analytics aimed at enhancing the delivery of nursing services within healthcare systems. By employing advanced research techniques, big data, and machine learning, the company analyzes the relationship between individual nurses and patient outcomes. This analysis supports hospital administrators in optimizing various operational aspects, such as nurse staffing, scheduling, and nurse-patient assignments. The technology developed by Nightingale Caring Solutions enables stakeholders to visualize workforce dynamics and make informed decisions that improve both patient and nurse outcomes. Ultimately, the company focuses on creating tailored solutions that promote safety, efficiency, and cost-effective care delivery in the healthcare sector.

Delfina

Non Equity Assistance in 2021
Delfina is a company that specializes in developing a personalized prenatal care system aimed at ensuring the safety of mothers and infants during pregnancy. By leveraging data and machine learning, Delfina's platform creates individualized pregnancy care plans that assess patient risk through various metrics. This approach not only enhances interventional workflows but also improves provider efficiency, facilitating early intervention in prenatal care. Delfina's commitment to data-driven insights is paving the way for clinical innovation, ultimately striving to deliver equitable and cost-effective healthcare solutions for expectant families.

QueryStax

Non Equity Assistance in 2021
QueryStax offers a data visualization platform aimed at automating eCommerce data storage and reporting for agencies and brands. The platform efficiently downloads, stores, and processes seller central data, transforming the reporting process by providing insightful and detailed reports. This innovation significantly reduces the time required to create key performance indicator (KPI) reports, cutting the process from hours to mere minutes. By eliminating the need for complex spreadsheets, QueryStax allows businesses to understand their performance metrics quickly and comprehensively.

Afya Pamoja

Non Equity Assistance in 2021
Afya Pamoja provides healthcare managers with actionable data and insights on the quality of service delivery.

Lambent Data

Non Equity Assistance in 2021
Lambent Data specializes in creating innovative software solutions that facilitate the engagement of families and individuals in managing their health and social determinants. The company collaborates with healthcare and social service providers to enhance outcomes and operational efficiencies. Its user-friendly platform aims to improve the well-being of children and families by addressing various social determinants of health. By leveraging powerful data analytics, Lambent Data strives to support healthcare providers and social service practitioners, ultimately leading to better health outcomes while reducing overall healthcare costs.

Mobilized Construction

Non Equity Assistance in 2021
Mobilized Construction Ltd, founded in 2015 and based in Cardiff, United Kingdom, specializes in developing smart sensors that attach to the dashboards of operating vehicles. These sensors collect ultra-high frequency seismic data and time-series data on road conditions without requiring user interaction, thus incurring no additional operational costs. The company also provides a software platform that enables local governments to analyze this data through automated AI analytics and data visualization tools. By facilitating the monitoring of road surface quality and construction work, Mobilized Construction helps local governments make timely and cost-effective repairs, ultimately extending the lifespan of road infrastructure.

Agamon Health

Non Equity Assistance in 2021
Agamon is a healthcare intelligence platform that focuses on enhancing the management of radiology findings and follow-up recommendations. Utilizing advanced deep learning natural language processing technology, Agamon's platform automates the extraction of critical data from radiology reports, facilitating streamlined workflows, personalized communications, and monitoring of follow-up adherence. The platform effectively manages important healthcare programs, including Lung Cancer Screenings and the tracking of incidental findings such as pulmonary nodules and aortic aneurysms. By breaking down data silos and structuring unstructured data, Agamon provides physicians and researchers with valuable insights that are essential for advancing medical procedures, diagnostics, and treatment in the healthcare sector.

Habu

Non Equity Assistance in 2020
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.

Knoema

Non Equity Assistance in 2020
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.

Monit

Non Equity Assistance in 2020
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.

See Yourself Health

Non Equity Assistance in 2020
See Yourself Health specializes in chronic care management by leveraging immersive technology, data science, and social learning to enhance health and wellness. The company offers a platform focused on diabetes treatment within a virtual environment, utilizing a peer network and a constructivist curriculum to foster engagement. By emphasizing peer support, online learning, and measurement-based care coaching, See Yourself Health aims to improve outcomes for individuals managing chronic diseases. Their approach is designed to help both healthcare professionals and patients navigate high-intensity, high-stress situations, thereby accelerating behavior change and optimizing health results.

ReelData AI

Grant in 2020
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.

Paper Crane

Pre Seed Round in 2020
Paper Crane is a startup focused on developing foundational artificial intelligence technologies that enhance access to advanced geospatial data insights. The company offers a technology platform that simplifies the utilization of location intelligence for a wide range of users. This platform includes licensed location data and a variety of analytical tools, allowing organizations and individuals to access geo and weather data with flexible usage rights. By making these insights more accessible, Paper Crane aims to democratize location intelligence, benefiting various sectors and users in their decision-making processes.

Vyasa Analytics

Non Equity Assistance in 2020
Vyasa Analytics is a 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 across various environments, including both cloud and on-premise sources. The platform offers a unified data landscape that allows users to explore their data through a suite of low-code, deep learning applications. Vyasa's technology incorporates scalable deep learning software that is capable of performing dark data analytics, neural concept recognition, and collaborative analytics, empowering organizations to extract insights from their enterprise data effectively and securely.

Treebute.io

Non Equity Assistance in 2020
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.

kpi6

Non Equity Assistance in 2020
KPI6 is a consumer intelligence suite that assists businesses in understanding consumer needs and critical insights. By leveraging alternative data sources such as online reviews, social media, and digital open data, it provides companies with essential strategic insights for innovation, opportunity assessment, and effective planning. The platform employs artificial intelligence to collect and analyze real-time conversations from major media channels, presenting the information through intuitive visualizations and infographics. This enables organizations to make informed decisions and gain a deeper understanding of their target audiences, thereby addressing daily business challenges effectively.

Vikidz

Non Equity Assistance in 2020
Vikidz is a digital platform focused on enhancing math education through an engaging combination of video games and teamwork. It aims to make math practice enjoyable for students, transforming a traditionally challenging subject into a motivating experience. The platform serves both classroom and home environments, providing teachers with valuable reports that can help significantly improve student performance in mathematics. By integrating fun learning activities, Vikidz strives to foster a more effective and enjoyable approach to math education.

Pegwin

Non Equity Assistance in 2020
Pegwin is a healthcare software company that focuses on improving patient safety through its platform, KBCore. This system employs predictive technology to enhance communication among doctors, nurses, and staff while also reducing costs. Pegwin's enterprise data management platform provides real-time clinical tools that facilitate hospital rounds and offer meaningful insights for quality improvement. Additionally, it captures data to streamline risk management functions, helping healthcare organizations analyze patient safety information. By identifying active threats, Pegwin's solutions aim to predict and prevent potential harm, ultimately enabling better and safer patient care processes.

bosWell

Non Equity Assistance in 2020
BosWell provides a record-keeping platform tailored for community-based organizations, focusing on simplifying and securing data collection. The platform features a user-friendly dashboard and custom client intake forms that allow organizations to gather client information from any device. This functionality not only enables organizations to save time and digitize their data but also facilitates the generation of insights that can lead to improved client outcomes. By streamlining these processes, BosWell supports community organizations in effectively managing their records and enhancing their service delivery.

Spatio Metrics

Non Equity Assistance in 2020
Spatio Metrics offers a design analytics platform aimed at enhancing health outcomes through improved architectural design in healthcare facilities. By analyzing floor plans, the platform identifies design gaps and suggests performance improvements, enabling hospital administrators to make informed design investments. It bridges the divide between design, data, and human performance by leveraging computational analysis of spatial characteristics and trends. This approach integrates previously disconnected data sources, fostering collaboration among teams and allowing clients to test ideas and prioritize interventions. Ultimately, Spatio Metrics seeks to increase operational efficiency and enhance patient well-being by quantifying the effects of design on health outcomes.

Paper Crane

Pre Seed Round in 2020
Paper Crane is a startup focused on developing foundational artificial intelligence technologies that enhance access to advanced geospatial data insights. The company offers a technology platform that simplifies the utilization of location intelligence for a wide range of users. This platform includes licensed location data and a variety of analytical tools, allowing organizations and individuals to access geo and weather data with flexible usage rights. By making these insights more accessible, Paper Crane aims to democratize location intelligence, benefiting various sectors and users in their decision-making processes.

Matilda* Labs

Non Equity Assistance in 2020
Matilda* Labs is the internet web design firm that engages in complexity solutions, interactive graphics, and data intelligence solutions.

Hakkiri

Non Equity Assistance in 2020
Empowering software organizations with our Continuous Clarity Engine™ to deliver products with speed and predictability.

DACON

Non Equity Assistance in 2020
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.

Blings.io

Non Equity Assistance in 2020
Blings.io is a content creation platform that specializes in producing dynamic, data-driven videos aimed at enhancing communication and maximizing the return on investment for video campaigns. Utilizing an artificial intelligence-based approach, the platform enables users to create videos instantly without limitations on cost or scale, catering to any data-based content. This capability allows businesses to effectively engage their audiences and drive conversions through tailored video content.

Semantic Evolution

Non Equity Assistance in 2020
Semantic Evolution, based in London with an office in New York, specializes in artificial intelligence and Intelligent Data Extraction. The company addresses the challenges businesses face in managing unstructured data, which constitutes approximately 80% of all information and is often difficult to access. By utilizing proprietary machine learning, advanced semantics, and natural language processing, Semantic Evolution's technology automates the extraction of critical data from unstructured documents, transforming it into actionable information. This approach allows clients, particularly in the finance industry, to visualize, normalize, and validate data efficiently. As a result, companies that implement Semantic Evolution's solutions benefit from enhanced operational efficiencies, improved data quality, and reduced processing times, ultimately achieving rapid returns on investment while freeing up resources and cutting costs.

Semantic Evolution

Non Equity Assistance in 2019
Semantic Evolution, based in London with an office in New York, specializes in artificial intelligence and Intelligent Data Extraction. The company addresses the challenges businesses face in managing unstructured data, which constitutes approximately 80% of all information and is often difficult to access. By utilizing proprietary machine learning, advanced semantics, and natural language processing, Semantic Evolution's technology automates the extraction of critical data from unstructured documents, transforming it into actionable information. This approach allows clients, particularly in the finance industry, to visualize, normalize, and validate data efficiently. As a result, companies that implement Semantic Evolution's solutions benefit from enhanced operational efficiencies, improved data quality, and reduced processing times, ultimately achieving rapid returns on investment while freeing up resources and cutting costs.

Cinchy

Non Equity Assistance in 2019
Cinchy Inc. is a Toronto-based company that provides a data collaboration platform designed to enhance data management and protection through a networked architecture known as data fabric technology. Established in 2014, Cinchy enables organizations to connect various data sources while allowing real-time collaboration among systems and users without the need for separate application databases. The platform addresses the challenges of data silos by transforming data into a federated network, facilitating the co-production of data and streamlining processes that typically involve time-consuming and error-prone integrations. With applications across diverse sectors, including banking, retail, and higher education, Cinchy supports critical projects such as data governance, operationalizing AI technologies, and modernizing legacy systems. The company’s approach not only improves efficiency and reduces costs but also enhances data quality and security, ultimately allowing businesses to leverage their data assets more effectively.

Q2Q Health

Non Equity Assistance in 2019
Q2Q Health is a digital platform focused on preventing harmful drug reactions by providing essential health education. The company leverages data analytics to analyze user input alongside information from reputable sources, such as government databases, to identify trends and risks associated with adverse drug reactions (ADR). This approach empowers patients to make informed decisions regarding their health, helping them avoid preventable and costly medical issues. Through its innovative platform, Q2Q Health aims to enhance patient safety and promote better health outcomes.

OpenBlender

Non Equity Assistance in 2019
OpenBlender is a developer of innovative data blending technology that enhances machine learning models by integrating diverse data sources. The platform allows users to easily find, query, and analyze both publicly available data and their own internal data through natural language prompts. By leveraging advanced generative AI, OpenBlender enables the creation of customizable dashboards and AI forecasts that incorporate real-time external features, such as news, social media trends, economic indicators, and geolocation data. This comprehensive approach helps users uncover insights and blind spots from various sources, facilitating a deeper understanding of market sentiment, consumer needs, and emerging business opportunities. Additionally, the platform generates executive summaries that clarify the implications of the enriched data for different audiences, providing clarity on risks and challenges arising from external events and changing geopolitical landscapes.

DBeaver

Non Equity Assistance in 2019
DBeaver Corporation is an information technology company with two decades of experience in developing database management tools. The company offers a comprehensive data solution that caters to a wide range of user needs, providing both open-source and enterprise-level software. DBeaver's platform supports all popular relational databases, including SQL and NoSQL, as well as cloud data sources. Key features of the platform include connections to various data sources, special extensions for big data databases, a data viewer and editor, a mock data generator, a metadata browser, and a visual query builder. These capabilities enable organizations to manage multiple databases within a single tool, thereby enhancing their decision-making processes.

Considdr

Non Equity Assistance in 2019
Considdr, Inc. is a data exploration platform based in Boston, Massachusetts, established in 2017. It operates a search engine that allows users to save, organize, and analyze insights from various data sources. The platform effectively crawls and filters information, delivering relevant insights while validating key findings across multiple documents. Its offerings include statistics, research findings, predictions, expert quotes, and media commentary, catering to researchers, marketers, and business strategists. By providing these capabilities, Considdr aims to assist users in making informed business decisions based on evidence-based insights.

Logmind

Non Equity Assistance in 2019
Logmind Ltd is a company based in Lausanne, Switzerland, that specializes in developing an AI-accelerated data analytics platform focused on unstructured log data. Founded in 2018, Logmind’s platform provides visibility and automated insights, enabling organizations to effectively analyze the vast amounts of log data generated by complex IT infrastructures. The platform is designed to assist IT operations and DevOps teams by automatically detecting application issues, thereby helping clients maintain bug-free applications and proactively avoid costly incidents. Key features include real-time error detection, visual dashboards, notifications, and structured insights that transform unorganized datasets into actionable operational intelligence.

JetPack Data

Non Equity Assistance in 2019
JetPack Data offers a cloud-based platform for data visualization and analysis, designed to streamline data management for users. This platform allows individuals to easily upload their files and begin analyzing raw data quickly, facilitating collaboration among colleagues. JetPack Data emphasizes data exploration and insights while ensuring data security and supported formatting. By simplifying the process of managing and understanding data, the platform aims to help clients save both time and money.

RelayiQ

Non Equity Assistance in 2019
RelayiQ is a SaaS solutions company that develops a cloud-based platform aimed at enhancing business analytics. The platform leverages machine learning to provide actionable insights directly from existing dashboards, addressing the common issue of dashboard fatigue. By delivering custom-tailored actions to the appropriate individuals at the right time, RelayiQ enables organizations to maximize their investments in business intelligence tools, such as Tableau. The solution not only simplifies the analytics process but also ensures that insights lead to measurable outcomes, effectively bridging the gap between data collection and actionable decision-making.

antavi

Non Equity Assistance in 2019
Antavi is a developer of an advanced command and control platform aimed at enhancing the management of public spaces, particularly in smart city environments. The platform focuses on digital transformation for crowd management during large-scale events, utilizing real-time data to capture and analyze human behaviors within crowds and among mobile workforces. This innovative approach enables cities to improve safety, efficiency, and overall public space management, making Antavi's solutions essential for modern urban planning and crowd control strategies.

DAGsHub

Non Equity Assistance in 2019
DAGsHub, Inc. is a company that offers a web platform tailored for data version control and collaboration, specifically designed for data scientists and machine learning engineers. Established in 2020 and headquartered in Dover, Delaware, DAGsHub provides a central hub where projects can be hosted, discovered, and collaboratively developed by contributors. The platform leverages open-source tools, enhancing transparency in the research and development process while encouraging community involvement. DAGsHub aims to facilitate the use of data science technology in a manner that allows for collective contributions and streamlined workflows.

SizeUp

Non Equity Assistance in 2018
SizeUp is a fintech internet service company that specializes in providing business intelligence and market research tailored to small businesses. By leveraging big data, SizeUp enables companies to make informed decisions through its comprehensive analytics platform, which includes features such as competitive benchmarks, customer and supplier identification, and optimal advertising locations. The service is often licensed by enterprises and organizations, including banks, as a value-added resource to support their business customers. SizeUp delivers critical demographic, industry, geographic, and cost-of-business data, equipping small businesses with the tools necessary to enhance profitability and outperform competitors. Through its powerful analytic search capabilities, SizeUp aims to empower organizations across the private sector, government, and non-profits in effectively serving small business clients.

Decidata

Non Equity Assistance in 2018
Decidata specializes in providing marketing software that enables brands to effectively manage and optimize their advertising campaigns across various channels. Their proprietary technology offers real-time analytics for television commercials, allowing clients to detect, monitor, and analyze their impact. By synchronizing TV advertising with digital marketing efforts, Decidata helps companies integrate their online and offline strategies seamlessly. This innovative approach includes features for comparing, buying, and controlling campaigns, ultimately enhancing advertisers' ability to maximize returns on their investments.

SILAS

Non Equity Assistance in 2018
SiLAS specializes in providing social, emotional, and behavioral solutions aimed at practitioners and students, particularly those on the autism spectrum. The company offers a comprehensive program that includes social-emotional learning (SEL) screenings and curricula for various age groups, in addition to curricula focused on applied behavior analysis (ABA), executive functioning, and transitional and vocational skills. SiLAS also features a data-driven animation platform designed to assist children in recognizing facial expressions, enhancing language abilities, and improving social interactions. This platform encompasses three tiers of social skills and vocational training, while allowing educators to track student performance metrics associated with individual animation projects. By enabling children to collaborate on creating animation scripts, the platform promotes essential skills such as topic generation, eye contact, and appropriate social responses.

Painting with Data

Non Equity Assistance in 2018
Painting with Data is a company that specializes in data visualization and modeling, focusing on the analysis of spatial data. Their platform enables users to visualize and explore relationships between multiple georeferenced datasets through an interactive two-dimensional representation of three-dimensional overlays. This innovative approach allows for the integration of various variables into a single map, facilitating a deeper understanding of complex data relationships. By providing these visualization tools, Painting with Data supports informed decision-making for both policy and business contexts.

Colorimetrix

Grant in 2017
Colorimetrix is a developer of mobile software that transforms smartphones into portable spectrophotometers, allowing for the semi-quantitative measurement of colorimetric test strips or solutions. By utilizing the smartphone's camera and a specialized mathematical algorithm, the application can automatically read and interpret results from both commercial and research colorimetric tests. This functionality enables users to diagnose concentration values of substances measured in colorimetric tests, facilitating the storage and analysis of results on the smartphone for trend evaluation or sharing via email.

Alogo Analysis

Grant in 2017
Alogo Analysis SA, based in Apples, Switzerland, specializes in developing advanced analytics tools for the equine industry, particularly focusing on equestrian sports like show-jumping. Founded in 2016, the company aims to modernize the discipline by providing innovative solutions that quantify athlete performance. Its flagship product, Move, allows users to assess horse performance and monitor health and locomotion through a web application that displays comprehensive data. By offering novel performance statistics, Alogo Analysis SA seeks to enhance understanding of equestrian sports, improve spectator experience, and increase fan engagement, thus contributing to the evolution of the sport at both training and competition levels.

Vox Pop Labs

Grant in 2017
Vox Pop Labs specializes in developing survey-based applications that amplify public voices through advanced technology. Leveraging big data and artificial intelligence, the company enables clients to gather insights from large populations, transforming traditional anecdotal data into scientifically rigorous and representative findings. This innovative approach empowers organizations to promote civic engagement and facilitate informed dialogue by making complex information easily accessible and personalized. By streamlining the surveying process, Vox Pop Labs allows for the collection of extensive public opinions quickly, surpassing the limitations of conventional journalism techniques.

Project Lever

Grant in 2017
Project Lever is a knowledge management platform designed to assist students in conducting research projects by aggregating university resources. It provides searchable databases that include courses, past student projects, faculty profiles, grants, and library guides. Utilizing a natural language processing algorithm, the platform effectively matches students with relevant resources based on their research interests. Through a keyword search, a matching algorithm ranks the best resources for specific research ideas, while interactive text visualizations facilitate effective brainstorming. The company targets universities, offering subscription services and implementing solutions rapidly through its data scraping capabilities. Founded in 2012 and based in Boston, Massachusetts, Project Lever aims to streamline the research process for students and enhance their access to quality content and resources.

State Of Place

Non Equity Assistance in 2017
State of Place is a developer of predictive analytics software focused on enhancing urban environments to be more walkable, livable, and sustainable. The company provides tools that quantify urban design features and utilize empirical evidence to forecast the benefits of improvements. By equipping urban planners, business improvement districts, real estate developers, and other stakeholders with data-driven insights, State of Place facilitates seamless project approvals and helps justify investments in better urban spaces. The software identifies the most impactful changes to maximize walkability and livability, enabling cities and developers to secure funding and create cost-effective, smart city solutions. Through its data-driven approach, State of Place aims to enhance the overall quality of urban life and economic competitiveness while simplifying the planning and development processes.

Cuantix

Grant in 2016
Cuantix is a developer of a cloud-based platform focused on automating the process of measuring social impact for organizations. Their software facilitates the design, data collection, and reporting of impact assessments in an agile manner. By providing support from online consultants and employing automated data collection processes, Cuantix allows organizations to select indicators and apply calculation algorithms tailored to their specific reporting needs. This platform is particularly beneficial for social organizations, enabling them to evaluate and monitor the social impact of educational programs through polls, comparisons, and professional reports, ultimately helping clients enhance their efforts and maintain motivation for their causes.

bosWell

Grant in 2016
BosWell provides a record-keeping platform tailored for community-based organizations, focusing on simplifying and securing data collection. The platform features a user-friendly dashboard and custom client intake forms that allow organizations to gather client information from any device. This functionality not only enables organizations to save time and digitize their data but also facilitates the generation of insights that can lead to improved client outcomes. By streamlining these processes, BosWell supports community organizations in effectively managing their records and enhancing their service delivery.

Mintrics

Grant in 2016
Mintrics LTD operates a social video analytics platform that consolidates the performance analysis of videos across major social media channels, including Facebook, YouTube, Instagram, and Twitter, into a single dashboard. Founded in 2015 and headquartered in London, with an office in Cairo, the company enables users to gain insights into video consumption and audience engagement. By providing detailed reports, Mintrics helps clients identify what captivates their viewers and what content fails to engage them. The platform allows users to compare videos, track performance metrics, and understand audience preferences, ultimately aiding in data-driven decision-making to enhance viewership. Additionally, it offers a competitive leaderboard feature for monitoring competitor performance.

Stuart

Grant in 2016
Stuart enable B2B companies to implement their customer service vision in a smarter and faster way. They capture a 360° view of the service provided (empowering customers and employees) in order to correlate the captured information with your CRM, ERP, or eventually the data from your Industry4.0 initiative. Their aim is to provide you smart analytics to support your strategy decisions and to offer opportunities for best service certifications.

Describli

Grant in 2016
Describli is an online platform designed to support independent authors in managing their writing and marketing efforts. By leveraging data and analytics, it offers authors insights into their readership and sales trends, enabling them to refine their marketing strategies and connect with potential readers more effectively. The platform also fosters a writing community, allowing authors and readers to engage through writing prompts and interactive games, enhancing the overall experience of both creating and consuming literature. Through these features, Describli empowers self-publishing authors to take control of their work and achieve greater success in the competitive publishing landscape.

Anasen

Non Equity Assistance in 2016
Anasen is focused on creating a next-generation human-data interface. The company has developed agile data analysis software that allows users to visualize and analyze data without the need for coding. Its business intelligence tool enables the creation and modification of complex analytical dashboards, providing an alternative to traditional spreadsheets and statistical packages. This innovative approach facilitates advanced data tasks for businesses, streamlining the data analysis process and enhancing accessibility for users who may not have technical expertise.

Carbon Analytics

Grant in 2015
Carbon Analytics Limited specializes in developing cloud-based solutions for carbon emissions management. Founded in 2013 and headquartered in London, the company offers an online platform that automates the measurement and reporting of carbon footprints and environmental impacts. By integrating with existing accounting systems, Carbon Analytics transforms readily available data into detailed carbon footprint analyses. The platform not only guides companies toward improved environmental practices but also supports them in achieving certification, enhancing their reputation and operational efficiency. The company serves a diverse clientele, including small businesses and enterprises, such as Urban Film Club and Astrobotic. Carbon Analytics has established strategic partnerships with organizations like Good Energy and ClimateCare to further its mission of facilitating effective environmental impact management.

Cintell

Grant in 2015
Cintell is a SaaS technology company founded in Boston in 2014, focused on enhancing businesses' understanding of their buyers through a cloud-based customer intelligence platform. This platform enables organizations to create and share live customer personas by capturing and analyzing voice-of-customer insights alongside actionable third-party data. Cintell's proprietary Cintelligence process allows businesses to continuously validate and maintain these insights, ensuring they remain relevant and contextual. By integrating seamlessly into existing business workflows and systems, Cintell facilitates the delivery of comprehensive customer insights across the organization, empowering teams to better understand customer needs and make informed decisions.

BovControl

Grant in 2015
BovControl is a company that provides a cloud-based data collection and analysis tool specifically designed for livestock management, primarily focusing on cattle. Founded by Danilo Leao in 2013, the company operates from its headquarters in Silicon Valley and São Paulo, Brazil. BovControl's application offers comprehensive reports, graphics, and analyses that cater to various stakeholders in the cattle industry, including ranchers, processors, brands, and technical consultants. The tool simplifies cattle management by facilitating data collection and inventory management, which helps ranchers enhance productivity in meat, milk, and genetics production. Additionally, BovControl aims to address broader issues such as food security and climate impact by promoting better efficiency in livestock operations.

StreetScan

Grant in 2015
StreetScan is a company that provides up-to-date, accurate, and cost efficient information on road conditions. They provide a service that tells the condition of any road using different sensors. Using the data from different sensors like acoustics and tire pressure, their software can determine the condition of any road. Their van can drive throughout a city or town and produce a color coded map with the details of each individual road and its overall condition. Their patented technology is the most cost effective system on the market. Along with data collection, their asset management portal is versatile and easy to use. They create the portal their selves so they can tailor it to the needs each municipality they survey.

Bird.i

Grant in 2015
Bird.i is a provider of high-resolution satellite, airborne, and drone imagery, offering real-time data and insights for businesses worldwide. By collating and disseminating superior quality images, Bird.i enables clients to effectively monitor changes and trends in various locations. The platform serves location-based services and mapping applications on a subscription basis, allowing companies to make informed decisions, solve problems, and maintain a competitive edge. Bird.i's imagery is noted for its high frequency and accuracy, which surpasses traditional mapping services, thus empowering clients to plan for the future with confidence.

PegaSense

Seed Round in 2014
Professional sports have been using health and fitness analytics to prevent injuries, but equestrian sports have been left behind. Of the 4 million competitive horses in the US, 82% will suffer from an injury. At PegaSense, they aim to tackle equine injuries with data analytics. Their goal is to provide the rider with information that can be used to understand what the horse is experiencing.

MouseHouseApp

Grant in 2013
MouseHouseApp is a web application designed for researchers in the life sciences sector, facilitating the tracking of experimental data, health metrics, and complex breeding schemes of laboratory mice. Founded in 2011 by Jeegar Shah and Umar Khokhar and based in Chicago, Illinois, the platform features proprietary mouse optimization software that aids in managing breeding schemes and reducing costs by recommending which animals to cull. It includes a collaborative interface that allows multiple researchers to share and record data on the same subjects, enhancing cooperation within laboratories and institutions. Additionally, MouseHouseApp offers an intuitive drag-and-drop interface for iPads, streamlining data entry and significantly reducing redundancy, ultimately saving valuable time for researchers.

Sein Analytics

Grant in 2013
Sein Analytics is a New York-based company that specializes in providing software solutions to streamline loan-level data management for financial institutions and investors. Founded in 2010 by a seasoned structured finance expert and a team of designers, strategists, and programmers, the company offers a platform that simplifies the tracking and analysis of asset-backed securities investments. By presenting data in an accessible format, Sein Analytics aids investors, advisory firms, and issuers in accurately valuing credit securities, thereby enhancing market activity. Additionally, the platform facilitates direct connections between financial institutions for the buying, selling, and management of loan portfolios, contributing to more efficient capital utilization in portfolio management. The company is headquartered in Brooklyn, New York.

Ubidots

Angel Round in 2013
Ubidots operates a cloud-based Internet of Things (IoT) platform that offers solutions for system integrators and original equipment manufacturers. The platform enables users to collect, analyze, and visualize data from various sensors and digital sources, facilitating the creation of custom dashboards and device libraries. Initially focused on providing services in healthcare and other industries in the American Southeast and Latin America, Ubidots pivoted in 2014 to become a global product-based company after participating in the Boston MassChallenge Accelerator. This transition allowed Ubidots to establish itself as a prominent player in the IoT ecosystem, recognized for its affordability and usability amidst competition. The company has successfully completed numerous projects across diverse sectors, including Healthcare, Energy, Manufacturing, Transportation, and Retail, leveraging its expertise in IoT and cloud solutions to drive digital transformation.

42stats

Grant in 2012
42stats delivers your Customer Experience Information via online Dashboards, Reports, and Pivot Tables, in PDFs, Excel reports, or directly to your data warehouse. Their reports let you know what is important and where to invest in improvement. They allow you to do root cause analysis for each service and monitor the impact of your decisions over time.

Fantasy Politics

Grant in 2012
Fantasy Politics applies fantasy football dynamics to politics and repackages the scoring data to share with media and political campaigns. Fantasy Politics applies fantasy sports dynamics to politics. The game incorporates 15+ objective scoring criteria and serves as an engaging educational tool. This scoring data drives the Power Score - a 0-100 real time measure of political momentum. It’s a huge improvement over polling, which has been proven repeatedly to be unreliable. That same data can be repackaged to be shared with campaigns so that their decisions can be data-driven rather than gut instinct-driven.

Gradeable

Grant in 2012
Gradeable is a digital grading and assessment analytics platform designed for educators. It enables teachers to transition their grading processes online by allowing them to utilize various devices, such as document scanners and mobile phones, to capture and analyze assessment data. The platform supports the grading of open response questions, auto-grades multiple choice questions, and integrates seamlessly with existing gradebooks and school information systems. This integration enhances teachers' workflows, accelerates feedback for students and parents, and facilitates data-driven instruction. Additionally, Gradeable provides tools for tracking student understanding by topic and offers detailed question-by-question analysis, helping educators deliver high-quality formative assessments efficiently. The company is headquartered in the United States.

Infinite Analytics

Grant in 2012
Infinite Analytics, Inc. is a company that specializes in providing a personalization platform for ecommerce organizations globally. Founded in 2012 and based in Cambridge, Massachusetts, with an office in Mumbai, India, the company offers several key products, including Infinite Enrich, which transforms raw product catalog data into actionable insights; Infinite Search, which delivers personalized search results to enhance product discovery; and Infinite Recommend, a tool that tailors purchasing journeys through a variety of recommendation widgets. Additionally, Infinite Analytics has developed an AI platform called Sherlock, which offers consumer insights and actionable recommendations, allowing businesses of all sizes to analyze consumer behavior without the need for complex, costly data systems. By simplifying the process of obtaining consumer insights, Sherlock facilitates intelligent segmentation and targeting through machine learning, enabling clients to boost conversions while lowering acquisition costs.

Calcbench

Grant in 2012
Calcbench is a financial data platform established in 2011 and headquartered in New York. It is designed to enhance the productivity and accuracy of financial analysts by providing comprehensive access to all data within financial statements, including critical details often found in footnotes. The platform offers a range of features, including data points, financial data tools, earnings release information, and raw data, facilitating in-depth analysis of financial filings. By enabling users to systematically access and analyze financial data, Calcbench aims to support analysts in delivering more informed insights and achieving superior performance in their evaluations.

Kickboard

Grant in 2010
Kickboard, Inc. is a New Orleans-based company that specializes in behavioral management software for educational institutions, founded in 2009. Its primary offering, the Kickboard platform, allows teachers and administrators to collect, analyze, and share essential data on academic and behavioral performance in real time. The platform serves as a comprehensive tool for educators, enabling them to manage various assessments, track standards mastery, monitor reading growth, and evaluate student behavior and character strengths. By providing an intuitive web-based dashboard, Kickboard enhances alignment and consistency in student performance monitoring across classrooms. Additionally, the company supports schools in planning their culture, establishing systematic approaches, and improving overall student and teacher support systems through professional development and coaching.

Feathery

Feathery provides a low-code platform that facilitates the creation of customizable forms and user journeys, catering to critical industries such as insurance, financial services, and healthcare. The platform enables product teams to build data intake workflows with ease, offering features such as automatic deployment and SEO indexing. By supporting popular search engines and JavaScript frameworks, Feathery enhances the user experience while granting businesses greater ownership, speed, and control over their data collection processes. This streamlined approach allows organizations to effectively manage their data intake needs while maintaining flexibility and efficiency.
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