MassChallenge

MORSE Corp offers customer-focused algorithm development, software development, and system integration services for machine learning, artificial intelligence, mission planning, situational awareness, computer vision, and manned and unmanned aerial vehicles.

Skyline Nav AI is a technology company specializing in navigation solutions for both military and non-military users in environments where GPS is degraded or spoofed. The company develops software that employs advanced visualization techniques to serve as an alternative to traditional GPS technology. This innovative approach allows users to effectively detect and track key landmarks and moving objects across various domains, including land, air, sea, and space, ensuring reliable navigation even in challenging conditions.

Floating Robotics is a company focused on developing assistant robots designed for manual tasks in greenhouses. Their innovative solution integrates a robotic manipulator, machine vision, and artificial intelligence to automate labor-intensive activities such as harvesting and de-leafing. By employing a combination of cameras and advanced neural networks, their technology can detect and localize objects in three dimensions, enhancing its effectiveness in agricultural settings. The robotic system can be mounted on various mobile platforms, including wheeled and legged robots, as well as tractor extensions and greenhouse trolleys, providing versatile solutions to address labor shortages in farming.

Skyline Nav AI is a technology company specializing in navigation solutions for both military and non-military users in environments where GPS is degraded or spoofed. The company develops software that employs advanced visualization techniques to serve as an alternative to traditional GPS technology. This innovative approach allows users to effectively detect and track key landmarks and moving objects across various domains, including land, air, sea, and space, ensuring reliable navigation even in challenging conditions.

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.

EyeKnow specializes in an AI-driven monitoring system that enhances safety for children and seniors in home and care facility environments. Utilizing advanced computer vision technology, EyeKnow's solution provides continuous surveillance, detecting incidents such as falls or irregular activities, as well as monitoring interactions between caregivers and vulnerable individuals to identify potential abuse or negligence. The system integrates easily with existing security cameras and delivers real-time insights and alerts to stakeholders through a user-friendly mobile app and live dashboard. By combining AI with security camera footage, EyeKnow aims to protect vulnerable populations from violence and ensure peace of mind for families and caregivers.

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.

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.

Refined Imaging is a technology company that develops and applies interferometry-based imaging solutions. Their core product is an advanced platform specializing in microfabrication, X-ray, and neutron grating interferometry, which generates detailed images by harnessing electromagnetic wave interactions. This platform enables industries to enhance the performance of gratings with support structures. Notably, Refined Imaging offers a unique cyber-physical trust anchor service that facilitates the authentication of additively manufactured parts and detection of counterfeit items. Their imaging process is repeatable, allowing for data comparison against blockchain records to provide definitive yes or no responses for authentication purposes.

Centeye is a developer of vision chip architectures that fill capability gaps left by the image sensor industry. They offer modular sensors and integrated vision sensors. They provide vision chip technology to and complete projects for many clients, including companies such as the US Government, prime contractors, and universities.

Founded in 2014, Krtkl Inc. specializes in edge-based hardware and software solutions designed to democratize access to advanced technology. Its products enable rapid development and deployment of artificial intelligence, sensor fusion, computer vision, networking, industrial control, mechatronics, automation, and wireless communications for robotics, sensing, and space industries.

VAY is a Zurich-based computer vision company that specializes in human motion analysis, utilizing advanced technology to digitize human movements through a simple camera. Founded in 2019, VAY develops innovative solutions that make products smarter, more interactive, and immersive by leveraging real-life data and feedback. Their platform employs artificial intelligence to accurately perceive and predict human motion, facilitating seamless interaction between digital systems and users. The company's hardware and system agnostic approach allows for versatile applications across various sectors, including health, sports, and gaming, providing valuable insights for physiotherapy, rehabilitation, and gait or posture analysis.

Qortex is a video analytics company that empowers brands to distribute content across web, CTV, and gaming platforms. Its AI-driven platform enables rapid searching, categorization, correlation, and curation of video moments at scale, regardless of volume, language, or context.

ZEG is a developer of a 3D model platform designed for various consumer goods, including furniture, shoes, and clothing. The platform utilizes computer vision and deep learning technologies to create photorealistic 3D content, allowing clients to effectively showcase their products. By offering an efficient means to present goods in three-dimensional and extended reality formats, ZEG helps businesses reduce both the time and costs associated with product visualization. This innovative approach enhances the consumer experience and aims to increase conversion rates for clients.

Founded in 2016, Kura Technologies is based in San Francisco, California. The company specializes in developing augmented reality glasses equipped with micro-display and variable focus technology.

RobotAI develops advanced artificial intelligence software that enhances the capabilities of standard RGB cameras, transforming them into sophisticated 3D measurement devices. This innovative technology allows for the recognition of objects along with their positions and orientations from a single image, enabling a variety of automation tasks such as pick and place, palletizing, and bin picking. RobotAI's solution is distinguished by its speed, precision, and cost-effectiveness compared to alternative active vision systems. The company focuses on teaching robots to perceive objects in a manner similar to human vision. RobotAI has established projects and paid proof of concepts with notable clients, including Whirlpool, Denso, ABB, Ford, and Deutsche Telekom, showcasing its impact across various industries.

ImagoAI, Inc. is a food-tech company founded in 2017 and based in Saint Paul, Minnesota. It specializes in food quality assessment solutions for manufacturers, processors, retailers, and distributors. ImagoAI offers a range of innovative products, including GrainQ for grain quality analysis, Feed.AI for animal feed inspections, BakerGo for bakery quality checks, and PotatoMash for potato quality assessment. All these systems employ real-time, non-destructive, and contactless inspection methods. The company is also developing an advanced automated image processing pipeline and artificial intelligence platform designed to rapidly test, analyze, and monitor the quality of food products. Additionally, ImagoAI's technology leverages hyperspectral imaging to gather detailed spectral information, enhancing its capabilities in food safety and quality assurance. The company aims to make safe and high-quality food accessible globally.

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.

SenSwim offers an advanced computer-vision SaaS solution for swim clubs, providing real-time training metrics and instant feedback using off-the-shelf hardware. It caters to both amateur and professional swimmers, aiming to become the new standard for daily swimming workouts.

Think and Zoom is a technology company that develops innovative solutions for visually impaired individuals. Their flagship product employs advanced eye-tracking technology to enable hands-free visual magnification, empowering users to zoom in on objects simply by focusing their gaze. This groundbreaking assistive tool aims to enhance educational and economic opportunities for those with visual impairments.

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

MindCoord is a technology company focused on enhancing creative content production and sharing through the integration of computer vision, cloud computing, blockchain, and augmented reality. It develops a cloud-based interactive animation media platform that serves animators and studios, providing a comprehensive ecosystem for creating and sharing 3D and augmented reality/virtual reality content. The platform enables users to easily access tools that facilitate the production of interactive reality content, thereby allowing creators to blend virtual and real-world experiences seamlessly. MindCoord aims to make virtual content creation accessible and efficient across various devices, contributing to the development of a holistic metaverse ecosystem.

Founded in 2015, Pixm specializes in cybersecurity, offering real-time phishing detection using artificial intelligence. Its platform safeguards against zero-day attacks and brand impersonations without relying on whitelists.

PXL Vision is a Swiss identity verification software provider focused on automated, AI-based onboarding and fraud prevention. Its cross-platform Daego solution creates trusted digital identities for customer onboarding by verifying identity documents and performing liveness checks through computer vision and machine learning. Founded in 2017 and headquartered in Zurich, the company operates research and development centers in Novi Sad and Yerevan to advance high-performance ML-based verification. PXL Vision serves industries such as insurance, gambling, fintech, banking and healthcare with a modular, configurable system that supports fully automated identity verification, reduces dropout, improves onboarding conversion, and helps businesses comply with regulatory requirements while protecting customer data. The company emphasizes reliable verifications and safe digital interactions by leveraging proprietary machine learning to confirm document authenticity and user identity.

Founded in 2015, Pixm specializes in cybersecurity, offering real-time phishing detection using artificial intelligence. Its platform safeguards against zero-day attacks and brand impersonations without relying on whitelists.

SmileML, Inc. is a technology company based in Indianapolis, Indiana, focused on developing emotion recognition software aimed at enhancing communication. Founded in 2017, SmileML's user research software analyzes emotions in interview videos, transcribes speech, and facilitates collaboration by sharing insights among users. The company specializes in computer vision and machine learning, providing sentiment analysis applications that assist individuals and teams in understanding one another better during virtual meetings and face-to-face interactions. Notably, SmileML has created an edge-based emotion recognition model that operates on any camera, ensuring that analysis is conducted directly on the device without cloud storage, thus maintaining privacy and security, even in sensitive environments.

Stroma is engaged in the development of advanced edge processing devices aimed at enhancing safety, quality, and efficiency in industrial workplaces. The company's platform utilizes computer vision technology to monitor driver behavior and assess worker fatigue, distraction, and ergonomic load in real-time. By transforming complex data streams into clear, actionable insights, Stroma facilitates continuous quality control and immediate feedback mechanisms. This innovative approach helps reduce accidents and improve overall operational safety in various industrial environments.

Awayr A.I. uses data-driven design and machine learning to produce SaaS software products. Our solutions help engineers understand the human attention and distraction implications of designs in real-time, to help them build better and safer user interface.

Tennibot, Inc. is a company based in Auburn Hills, Michigan, that specializes in creating a robotic tennis ball collector designed to enhance the playing experience for tennis players. Established in 2018, the device employs computer vision and artificial intelligence to intelligently identify when and where to collect tennis balls. This innovative technology allows the collector to autonomously return to its designated spot once it is full, significantly reducing the time and effort required by players, coaches, and tennis clubs to gather stray balls. By streamlining this aspect of training and play, Tennibot aims to help users concentrate more on their game.

GammaSeed is an agriculture company based in Nir Galim, Israel, specializing in seed analysis solutions aimed at enhancing seed quality, purity, and health. Founded by Itay Yogev, the company employs advanced technologies, including computer vision and artificial intelligence, to provide a fast, cost-effective, and non-destructive seed sorting service. This innovative approach allows producers to upgrade disqualified seed batches by ensuring that only pure seeds are retained, thus improving their commercial viability. By utilizing AI-based seed screening technology, GammaSeed enables farmers to increase profitability while maintaining high standards of seed purity.

ZPEG Inc. is a company that specializes in developing advanced video compression technology. Its visual pre-processor utilizes a three-dimensional discrete cosine transform-based human visual model integrated with an X264 encoder to optimize video delivery. This innovative processor reduces bandwidth requirements by eliminating temporal redundancies, allowing for significant cost savings in video transmission without compromising quality. ZPEG's technology enhances the efficiency of existing video compression methods, enabling customers to achieve superior video quality while minimizing objectionable artifacts.

Founded in 2014, Parquery develops a web application that provides real-time on-street parking availability data using computer vision and machine learning. It offers smart routing options to users and enables parking managers to monitor usage patterns.

Nodar, Inc. is a technology company based in Boston, Massachusetts, specializing in advanced sensor systems for various transportation modes, including cars, trucks, drones, ships, trains, and aircraft. Founded in 2018, Nodar develops innovative camera-based 3D vision systems, notably the Nodar Longbow and Hammerhead products. These systems utilize off-the-shelf cameras to provide long-range, high-precision depth sensing, making them suitable for Level 3 and Level 4 autonomous vehicle applications. Their technology is designed to enhance safety and performance in vehicles by enabling features such as collision warning, path planning, automatic emergency braking, and parking assistance. Nodar aims to deliver reliable and cost-effective sensor solutions that meet the evolving demands of the automotive, marine, and railway industries.

Phood Solutions Inc., established in 2015, is a technology company based in New York, with additional offices in Boston and Saint Paul. It specializes in developing software and hardware solutions to process and manage commercial food waste. Phood's products, including Phood X, XL, and MINI X, employ machine vision to track and analyze food waste in real-time, helping food service establishments understand, evaluate, and control their waste. Additionally, Phood Edu is designed to educate students in schools and cafeterias about the environmental impact of food waste. By providing actionable insights, Phood enables businesses to reduce waste, save costs, and create more sustainable kitchens.

Seoul Robotics is a company that specializes in developing advanced 3D computer vision devices and software. Their technology is designed to enhance the capabilities of autonomous vehicles, smart cities, and robots. The company's sensor and platform enable these systems to detect, classify, track, and predict targets and objects, thereby allowing autonomous vehicles to perceive and understand their environment effectively. This makes Seoul Robotics a key player in the field of intelligent robotics and self-driving technology.

Painting with Data is a developer of a data visualization and modeling platform designed to analyze and visualize spatial data. The company's platform employs a two-dimensional representation of three-dimensional overlays to integrate various variables into a single interactive map. This capability allows users to explore relationships between georeferenced datasets effectively. By facilitating the visualization of multiple datasets simultaneously, Painting with Data empowers organizations to make informed policy and business decisions based on comprehensive analysis.

Intello Labs is a technology company that specializes in using image matching and machine learning to assess the quality of agricultural crops. It has developed an advanced analytics platform that employs artificial intelligence, computer vision, and deep learning to facilitate decision-making within the food commodities sector. The company's image recognition technology enables the grading and quality monitoring of agricultural products, providing transparency and standardization for growers, traders, retailers, and food service companies. By offering smartphone applications that utilize these image-based technologies, Intello Labs aims to reduce value risk and minimize wastage in agricultural supply chains.

TheWhollySee is a seed-stage start-up focused on creating large, diverse, and high-fidelity image datasets specifically for training and certifying artificial intelligence systems used in autonomous vehicles. The company specializes in developing training datasets for deep neural networks, particularly in the area of scene understanding. Utilizing innovative image augmentation technology, TheWhollySee generates annotated datasets of real-world imagery, featuring automatic instance-level object segmentation in complex multi-object scenes. This approach enables the provision of high-fidelity, high-diversity mixed-reality data without the need for costly human labeling or post-processing, thereby streamlining the training process for AI applications.

Ayata Intelligence is an artificial intelligence company developing wearable smart eyewear with assistive technology for visually challenged individuals. The device provides real-time processing, extended battery life, and bone-conduction audio, enabling users to navigate environments, search for objects, and interact with digital content. It incorporates a two-dimensional camera and an advanced three-dimensional depth-sensing camera, supporting facial recognition and object manipulation to promote independence and digital connectivity.

ML platform for human body movement recognition where developers, content creators in AR/VR/MR, corporate R&D, and universities have access to shared & private searchable movement data in 3D, utilize KinTrans software to record movement data for public and/or private use, and licensing KinTrans movement recognition APIs.

Founded in 2015, Pixm specializes in cybersecurity, offering real-time phishing detection using artificial intelligence. Its platform safeguards against zero-day attacks and brand impersonations without relying on whitelists.

Inka Robotics is a special and promising startup from Israel aiming to disrupt the booming tattoo industry by revolutionizing its technology. Briefly, Inka Robotics is building a tattooing robot controlled by computer vision. The robot can tattoo any type of tattoo, including remarkable tattoo designs and reproductions designed by the best artists in the world.

TriEye Ltd., established in 2017 and headquartered in Tel Aviv, Israel, specializes in developing Short Wave Infrared (SWIR) sensing solutions for autonomous vehicles. The company's core business involves creating CMOS-based SWIR sensors that enable clear imaging and accurate depth perception in challenging driving conditions such as darkness, rain, fog, and dust. TriEye's proprietary technology significantly reduces costs compared to existing industry rates while delivering reliable image data, thereby enhancing vehicle safety and autonomy.

Fastree3D is a fabless semiconductor company founded in September 2013 as a spin-off from EPFL Lausanne, Switzerland. It specializes in the development of three-dimensional imaging sensors that enable real-time recognition and distance measurement of fast-moving objects, facilitating driving assistance and autonomous navigation. The company employs advanced complementary metal-oxide-semiconductor (CMOS) fabrication processes to create precision sensors suitable for both consumer electronics and industrial applications. Fastree3D's technology allows clients to design vehicles and machines capable of continuously monitoring their surroundings, significantly enhancing their ability to detect and locate fast-moving objects in three dimensions. Additionally, Fastree3D B.V., a subsidiary of the company, collaborates with TU-Delft in the Netherlands to further advance its research initiatives.

Eyeware Tech SA, established in 2016 in Martigny, Switzerland, specializes in developing software for eye tracking using standard webcams and 3D cameras. Its flagship product, GazeSense, enables accurate gaze tracking, facilitating applications across industries such as automotive, healthcare, gaming, and robotics. Eyeware's platform-independent technology improves upon previous hardware-based solutions by offering a cost-effective and reliable alternative for integrating head and eye tracking into consumer devices.

Suspect Technologies designs and develops semi‑automated redaction software that removes faces and identities from video and audio recordings. The platform is used by police agencies, airports, and other law‑enforcement and security organizations to protect privacy while preserving evidence. Founded in 2015 and headquartered in Cambridge, Massachusetts, the company applies computer‑vision technology to enhance security, safety, and operational efficiency. Its solutions enable agencies to investigate, alert, and report incidents more effectively while maintaining compliance with privacy regulations.

Pzartech develops a visual recognition technology that enables user of complex mechanical equipment to quickly identify parts using image processing and deep learning. They aim to enable maintenance operator to receive info regarding the mechanical parts they are working on using cameras from smartphones and tablets.

HICS provides real-time nano-accuracy measurement and inspection solutions. Founded in 2014 and based in Seoul, South Korea, the company developed a machine-vision platform backed by 3D-NDM/R and 3D-NDM/T technology that measures nanoscale depth and detects defects and foreign materials in real time, supplying quantitative data on 3D nanoscale defects to enable industries such as LED panel manufacturing to perform rigid nano inspection with enhanced speed and accuracy.

Naturebytes combines hackable technology with outdoor education. It offers a wildlife camera kit for monitoring wildlife and educational courses in computer programming, design, technology, and natural sciences.

Fastree3D is a fabless semiconductor company founded in September 2013 as a spin-off from EPFL Lausanne, Switzerland. It specializes in the development of three-dimensional imaging sensors that enable real-time recognition and distance measurement of fast-moving objects, facilitating driving assistance and autonomous navigation. The company employs advanced complementary metal-oxide-semiconductor (CMOS) fabrication processes to create precision sensors suitable for both consumer electronics and industrial applications. Fastree3D's technology allows clients to design vehicles and machines capable of continuously monitoring their surroundings, significantly enhancing their ability to detect and locate fast-moving objects in three dimensions. Additionally, Fastree3D B.V., a subsidiary of the company, collaborates with TU-Delft in the Netherlands to further advance its research initiatives.

Visualwise Ltd. is a London-based company founded in 2014 that specializes in making virtual reality technology accessible to architects. The company offers a virtual reality engine that transforms sketches, 3D models, and textures into immersive three-dimensional images. By providing stereoscopic goggles that enable smartphones to function as virtual reality devices, Visualwise facilitates the recreation of architectural designs in a virtual format. Their tools streamline the design process, enhancing communication and efficiency for architects. The company operates on a subscription model, charging a monthly license fee per user, while also offering additional services and graphical assets through a CAD plugin.

RetailSights specializes in customer behavioral analytics, providing brands and retail shops with actionable insights to enhance sales and minimize costs. The company utilizes computer vision and artificial intelligence to monitor in-store customer behavior by placing cameras that capture data on factors such as gender, age group, and shopping patterns. Their platform synthesizes this information using advanced analytics and behavioral economics models, delivering real-time feedback and recommendations to improve customer engagement and optimize the shopping experience. By offering a comprehensive dashboard that highlights key insights, RetailSights enables businesses to make informed decisions based on customer interactions with products and the overall shopping environment.

Most surveillance systems rely on humans to identify threats while attending to a large set of disparate camera feeds. Our “Pancam” disrupts this operational surveillance model by capturing and analyzing real-time, 3D, 360⁰ panoramic video. The autonomous surveillance enabled by the Pancam will lead to tremendous facility cost savings and safety improvements. It'll significantly impact the $100M addressable video analytics market and can be used in other apps, from robotics to entertainment.

Back in Focus is a technology company that specializes in developing software solutions aimed at enhancing visual experiences for users of personal electronic devices like tablets and smartphones. The company recognizes that a significant number of individuals face challenges such as presbyopia, particularly those in their mid-forties who require assistance with close-range reading. By leveraging advanced display technology, Back in Focus processes texts and images to deliver clear, focused visuals tailored to the user's specific eyesight needs. This innovative approach eliminates the necessity for glasses or contact lenses, offering a seamless and convenient way for users to engage with digital content.