Matrix

Oda Class is an innovative online learning platform dedicated to enhancing educational experiences for school students. It employs a Dual Teacher System, combining experienced educators with advanced technology to deliver interactive live video sessions. The platform focuses on personalized learning, allowing students to engage with fundamental concepts across various subjects. By utilizing AI-driven tools, Oda Class facilitates effective doubt-solving and mentoring support, making quality education more accessible. The integration of traditional teaching methods with modern technology positions Oda Class as a valuable resource for students seeking to improve their academic performance.

Suno is a music start-up focused on empowering individuals to create their own songs through an innovative generative AI platform. The company provides tools that allow users to generate unique tunes with distinct lyrics by leveraging various genres and vibes, rather than relying on specific artist names. Suno's mission is to facilitate a process of play and exploration in music creation, making it accessible for everyone to rediscover the joy of songwriting.

Sahara AI is a decentralized AI network that enables freely and securely deploying autonomous AI with a high-performance, privacy-first network. Its collaboration network helps individuals and businesses deploy personalized, autonomous AI. It also offers a permissionless and privacy-centric network that allows cross-agent communication, knowledge transfer, and capitalization between individuals.

Luma AI is a generative AI startup focused on transforming text descriptions into realistic 3D models, enhancing how individuals capture and experience their surroundings. The company aims to revolutionize the sharing of memories, product exploration, and navigation in online spaces by advancing the integration of photos and videos into mixed-reality environments. Utilizing a neural capture and rendering system, Luma AI enables photorealistic representations derived from casual smartphone photos, catering to industries such as e-commerce, real estate, and 3D gaming. By expanding human imagination and capabilities, Luma AI seeks to shape a more immersive three-dimensional future.

Meshcapade is a digital human company dedicated to developing advanced foundation models that empower digital humans to perceive, comprehend, and move within virtual environments. The company provides an API and various tools designed for creating 3D embodiments for AI agents, enhancing interaction and understanding in the digital space. Meshcapade specializes in animating, simulating, and recognizing human bodies, allowing clients to create realistic virtual avatars. Their technology supports the development of multiple 3D human body modeling and motion capture solutions, making it easier for users to integrate lifelike digital humans into simulations.

Outset is an AI-based interview tool that analyzes the qualitative research landscape using ChatGPT to conduct in-depth interviews.

Luma AI is a generative AI startup focused on transforming text descriptions into realistic 3D models, enhancing how individuals capture and experience their surroundings. The company aims to revolutionize the sharing of memories, product exploration, and navigation in online spaces by advancing the integration of photos and videos into mixed-reality environments. Utilizing a neural capture and rendering system, Luma AI enables photorealistic representations derived from casual smartphone photos, catering to industries such as e-commerce, real estate, and 3D gaming. By expanding human imagination and capabilities, Luma AI seeks to shape a more immersive three-dimensional future.

Frontis provides artificial intelligence technology solutions focused on demand planning and product performance monitoring. The company specializes in 3C product planning, marketing strategies, and digital transformation services, catering primarily to the fast-moving consumer goods (FMCG), 3C, and beauty sectors. By leveraging advanced technology, Frontis aids businesses in forecasting product demand and understanding consumer needs, thereby enhancing their ability to connect with customers and create value.

Infinity AI is a technology startup based in San Francisco that specializes in creating advanced AI models through the use of synthetic data. The company offers parameterized generators that allow for precise control over various synthetic data characteristics, including body shape, skin tone, lighting conditions, and camera angles. By enabling engineers to upload a single real-world video, Infinity AI's platform can produce hundreds of identical and accurately labeled synthetic videos. This process is achieved through a combination of physics-based simulations and generative techniques. Additionally, Infinity AI provides open-source synthetic datasets for both academic and commercial applications, facilitating the development of robust machine-learning models while minimizing bias.

Sieve develops AI infrastructure focusing primarily on video data intended to help developers spend less time building data infrastructure and computer vision models themselves. Founded in late 2021 by Mokshith Voodarla and Abhinav Ayalur, the company creates APIs, infrastructure, and abstractions empowering teams to process, search, and understand video.

The foundation of digital industries such as 5G, artificial intelligence, and big data has rapidly evolved, as have the underlying technologies for smart glasses such as displays, interaction, algorithms, and computing power.

Muxi is dedicated to providing full-stack GPU chips and heterogeneous computing solutions that can be widely used in cutting-edge fields such as artificial intelligence, smart cities, data centers, cloud computing, autonomous driving, digital twins, metaverse, and so on. It builds full-stack GPU chip products, launching MXN series GPUs (Xi Si) for AI reasoning, MXC series GPUs (Xi Yun) for AI training and general computing, and MXG series GPUs (Xi Cai) for graphics rendering, Meet the computing power requirements of data centers for "high energy efficiency" and "high versatility". Mu Xi's products all use independently developed GPU IP, have instruction sets and architectures with completely independent intellectual property rights, and are outfitted with a complete software stack (MACAMACA) compatible with mainstream GPU ecosystems. In September 2020, the company was founded in Shanghai, and it has wholly-owned subsidiaries and R&D centers in Beijing, Nanjing, Chengdu, Hangzhou, Shenzhen, and Wuhan.

Mashgin Inc. specializes in manufacturing intelligent kiosks that facilitate self-checkout at various retail environments, including cafés, convenience stores, and specialty shops. Founded in 2013 and based in Mountain View, California, the company utilizes advanced computer vision and deep learning technologies to streamline the checkout process. Its kiosks can recognize and process multiple items simultaneously, allowing customers to scan products based on their visual features such as color, shape, and size. This innovative system can be deployed quickly and at a lower cost compared to other self-checkout solutions. Currently, Mashgin's technology is in use at hundreds of locations, serving tens of thousands of customers daily.

Unitree Robotics, founded in 2016 and based in Hangzhou, China, specializes in the development of innovative robotic solutions for consumer and industrial markets. The company's diverse portfolio features a range of robots, including quadrupeds like Laikago, a four-legged robodog designed as a research platform for scientists and roboticists. Additionally, Unitree Robotics offers humanoid robots and advanced perception systems, catering to various applications across different sectors.

Houmo.AI is a semiconductor company founded in 2020 by Dr. Wu Qiang, specializing in integrated circuit storage technology tailored for artificial intelligence and high-power computing applications. The company focuses on developing intelligent computing chips that cater to the growing demand for computing power in the AI sector. By leveraging innovative technologies, Houmo.AI aims to deliver chips that offer significant performance improvements while maintaining low power consumption and affordability. This approach enables enterprises to manufacture advanced intelligent robotics and other AI-integrated electronics, ultimately striving to meet the challenges of true artificial intelligence.

Nutshell Therapeuticstein drug discovery platform, composed of a well-integrated set of computational modules and experimental tools based on a proprietary AI algorithm and deep know-how derived from biochemistry and biophysics, possesses the capability to discover a host of drug entities, including various types of protein activators and subtype/mutation-selective small molecules.

Vibrant develops an AI drug development platform to focus on building immune system-related drug pipelines. The company will use artificial intelligence algorithms to accelerate the efficiency of drug development in various aspects such as target discovery, drug design, and drug efficacy evaluation; at the same time, the company expects to continuously improve the success rate of drug development through sustainable data accumulation and algorithm optimization. It was founded and headed by Dr. Wang Luquan and is based in Guangzhou, Guangdong, China.

Milky Future is a cloud engine provider of computing power scheduling engines, data logistics, intelligent operation, and maintenance engines.

Vastai Technologies specializes in the development of semiconductor chips tailored for computer vision, video processing, and various artificial intelligence applications. The company's innovative products are designed to enhance computing power for AI visual tasks, allowing manufacturers of computer devices to integrate advanced chip technology into their offerings. By focusing on the optimization of AI capabilities, Vastai Technologies aims to support the growing demand for efficient and powerful processing solutions in the tech industry.

Cyclone Robotics specializes in developing and selling artificial intelligence software products designed to enhance operational efficiency across various industries. The company focuses on creating digital employee solutions that help enterprises improve business operations while significantly reducing personnel and system construction costs. With independent copyright and intellectual property, Cyclone Robotics offers integrated solutions tailored for sectors such as finance, insurance, retail, and technology. The company's innovative products have been successfully implemented in notable organizations, including state-owned banks and leading companies in home appliances and automotive retail, earning positive feedback from clients. Cyclone Robotics aims to empower businesses by enabling them to streamline processes, minimize errors, and allow employees to concentrate on higher-value tasks.

Luma AI is a generative AI startup focused on transforming text descriptions into realistic 3D models, enhancing how individuals capture and experience their surroundings. The company aims to revolutionize the sharing of memories, product exploration, and navigation in online spaces by advancing the integration of photos and videos into mixed-reality environments. Utilizing a neural capture and rendering system, Luma AI enables photorealistic representations derived from casual smartphone photos, catering to industries such as e-commerce, real estate, and 3D gaming. By expanding human imagination and capabilities, Luma AI seeks to shape a more immersive three-dimensional future.

Collov is a software-as-a-service (SaaS) company that offers a virtual interior design and shopping platform aimed at enhancing spatial intelligence. The platform utilizes artificial intelligence and virtual reality technologies to transform living spaces, providing users with an interactive interior design experience. Through its AI algorithm-driven e-commerce platform, Collov delivers tailored home decoration solutions, allowing clients to present a diverse range of interior design options to homeowners. This innovative approach enables individuals to visualize and implement their desired home aesthetics effectively.

Surpath is an AI-driven cloud-based platform that formulates optimal supply chain solutions based on clients' needs. The firm provides cross-border transportation to destination services, optimized logistics, and analytics solutions that solve complex problems.

Datacloak, Inc. is a Shenzhen-based company that specializes in developing a computing platform focused on data security and privacy protection. The firm offers solutions that enable enterprises to store, access, and share data securely, employing technologies that facilitate secure communication between devices and company networks. Datacloak's offerings include enterprise computing, cloud computing, and artificial intelligence, which together create software-defined adaptive computing environments. This technology supports a decentralized approach to data storage, management, and transmission, allowing organizations to enhance their operational capabilities by integrating private and hybrid cloud environments.

Trifo is an AI home robot company founded in 2016 and headquartered in Santa Clara, California, with additional offices in Shenzhen and Beijing, China. The company specializes in designing and manufacturing integrated hardware and software systems for indoor home environments, particularly focusing on vacuum robots. These robots possess advanced sensing, perception, and decision-making capabilities, allowing them to interact with and organize home spaces effectively. Trifo's products leverage artificial intelligence to understand the physical and semantic aspects of their surroundings, enabling them to learn new skills over time. Additionally, the company develops software and a Software Development Kit (SDK) to facilitate the integration of its products into user projects, enhancing the overall user experience in home automation.

Houmo.AI is a semiconductor company founded in 2020 by Dr. Wu Qiang, specializing in integrated circuit storage technology tailored for artificial intelligence and high-power computing applications. The company focuses on developing intelligent computing chips that cater to the growing demand for computing power in the AI sector. By leveraging innovative technologies, Houmo.AI aims to deliver chips that offer significant performance improvements while maintaining low power consumption and affordability. This approach enables enterprises to manufacture advanced intelligent robotics and other AI-integrated electronics, ultimately striving to meet the challenges of true artificial intelligence.

Centaur Labs specializes in medical data annotation services, aimed at enhancing medical decision-making and diagnostics. The company utilizes a platform that connects a global network of students and professionals, who compete to provide high-quality data labeling. This collaborative model ensures exceptional accuracy and scalability in annotating medical and scientific data. By analyzing medical cases and labeling data effectively, Centaur Labs contributes to the development of advanced medical AI technologies, ultimately helping patients achieve better healthcare outcomes while potentially reducing costs.

DP Technology is a global leader in the "AI for Science" research paradigm, where AI learns scientific principles and data, then tackles key challenges in scientific research and industrial R&D. DP's commitment to interdisciplinary research has led to the creation of the DP "Particle Universe", an array of pre-trained large science models designed to bridge foundational research with practical industrial applications. DP's software suite includes the Bohrium® Scientific Research Space, Hermite® Computational Drug Design Platform, RiDYMO® Dynamics Platform, and Piloteye® Battery Design Automation Platform. Together, these platforms form a robust foundation for industrial innovation and an open ecosystem for AI in science, fostering advancements in key areas such as drug discovery, energy, material science, and information technology.

Geometrical-PAL is a Chinese company focused on the development of autonomous driving technology. It specializes in creating hardware and software solutions for Advanced Driving Assistance Systems (ADAS). The company produces imaging radars and sensors, aiming to enhance safety and efficiency in the development of autonomous and connected vehicles. Through its innovative technology, Geometrical-PAL is positioned to contribute significantly to the advancement of the automotive industry.

SemiDrive is a developer of advanced semiconductor products tailored for the automotive industry, focusing on applications such as autonomous driving and smart vehicle technologies. The company specializes in creating high-performance core processor chips and microprocessors designed for intelligent driving systems, including advanced driver-assistance systems (ADAS) and in-car entertainment. By adopting a fabless manufacturing model, SemiDrive emphasizes research and development to provide innovative solutions that address the challenges associated with smart driving chips. Its offerings include intelligent cabin systems and automatic controllers, positioning the company as a key player in the evolution of automotive technology.

Pesto Tech is a career accelerator platform focused on connecting Indian software engineers with international employment opportunities through remote work. Founded in 2017, the company aims to transform the careers of millions of Indian software engineers by providing comprehensive training programs that enhance their programming skills and prepare them for remote job environments. Pesto Tech has successfully placed over 100 candidates in remote positions by partnering with more than 200 global product-based organizations. The platform utilizes artificial intelligence to streamline the talent acquisition process, analyzing developer profiles and conducting assessments to match candidates with suitable job opportunities. By facilitating access to high-paying remote jobs, Pesto Tech is committed to unlocking the potential of Indian developers and helping them achieve their career goals on a global scale.

API7.ai is an open-source infrastructure company that empowers API management and analysis. It provides a wide range of products and solutions for microservices and real-time traffic processing, such as API Gateway, Kubernetes Ingress Controller and Service Mesh. API7.ai is committed to helping businesses drive digital transformation, enabling businesses to manage and visualize enterprise-critical traffic, to accelerate business decisions through big data and artificial intelligence. APISIX, a top-level project donated by API7.ai to the Apache Software Foundation, is the next generation of cloud-native API gateways that provide rich traffic management functions such as load balancing, dynamic upstream, canary release, circuit breaking, authentication and authorization, and observability. Built on Apache APISIX, the enterprise-level product API7 provides more advanced capabilities to meet the core requirements of enterprise users: multi-cluster, multi-tenant, permission configuration, version management, auditing, statistical reports, etc. APISIX and API7 are widely used by 100+ companies across the internet, financial, blockchain, manufacturing, retail and IoT industries. API7.ai has attracted global talents from 5 countries and 18 cities, many of whom are Apache Software Foundation members, OpenResty / Nginx core maintainers, Kubernetes members and industry experts in cloud infrastructure and security. The company is currently in Series A+ backed by Matrix Partners, Shunwei Capital, ZhenFund and ZhenCheng Capital.

Nutshell Therapeuticstein drug discovery platform, composed of a well-integrated set of computational modules and experimental tools based on a proprietary AI algorithm and deep know-how derived from biochemistry and biophysics, possesses the capability to discover a host of drug entities, including various types of protein activators and subtype/mutation-selective small molecules.

MegaRobo is an AI and robotics company based in Beijing, China, that focuses on automating life science research and clinical diagnosis. Founded in 2016, the company develops collaborative robots and advanced automation solutions tailored for life science companies and scientific research institutions. By integrating robotics and artificial intelligence technology into practical applications, MegaRobo aims to enhance research efficiency and provide innovative laboratory services. Its commitment to the life sciences sector positions it as a key player in the advancement of intelligent automation in scientific research.

TDengine is a time-series database solution aimed at assisting traditional industries in navigating the complexities of Industry 4.0 and the Industrial Internet of Things (IoT). It facilitates the real-time ingestion, storage, analysis, and distribution of vast amounts of data generated by numerous sensors and data collectors daily. By making big data more accessible and affordable, TDengine enables a wide range of users, from independent developers to large corporations, to harness the full potential of their data. The company is focused on transforming industrial data systems by eliminating outdated infrastructure, promoting centralized data management, and enabling seamless sharing of information. This approach aims to make advanced technologies, such as artificial intelligence, more beneficial and accessible to the industrial sector, ultimately fostering digital transformation and breaking down existing data silos.

AkroStar is a technology company specializing in the research, development, and service of advanced semiconductor intellectual property (IP) and design IP cores. The company focuses on creating IP designs for various applications, including smart cars, data centers, high-performance computing, and artificial intelligence technology. By providing process customization, integrated design automation, system verification, and product integration, AkroStar enables users to enhance operational performance and improve efficiency in their chip design and system applications.

Anumana develops advanced AI algorithms that analyze electrocardiogram (ECG) data to facilitate early diagnosis of cardiovascular conditions. The company focuses on enhancing cardiac care through innovative technology, providing healthcare professionals with tools to identify potential heart issues more effectively. Anumana's platform supports not only diagnostics but also aims to improve patient outcomes across the entire spectrum of cardiovascular care, including perioperative and acute settings. By employing machine learning techniques, Anumana seeks to refine screening processes, enabling clinicians to detect heart diseases and intervene promptly. This approach enhances healthcare delivery and promotes better management of cardiovascular health.

Vastai Technologies specializes in the development of semiconductor chips tailored for computer vision, video processing, and various artificial intelligence applications. The company's innovative products are designed to enhance computing power for AI visual tasks, allowing manufacturers of computer devices to integrate advanced chip technology into their offerings. By focusing on the optimization of AI capabilities, Vastai Technologies aims to support the growing demand for efficient and powerful processing solutions in the tech industry.

EDDA Technology specializes in computer-assisted solutions for patient care management, focusing on enhancing the efficiency and effectiveness of imaging-guided cancer treatment. The company has developed the IQQA platform, which provides innovative imaging solutions that improve workflow and patient care in various surgical contexts, including open, minimally invasive, and robotic surgeries. The platform promotes a patient-specific and disease-targeted approach, facilitating a multidisciplinary strategy for cancer treatment. It supports the entire surgical process, including pre-surgical planning and simulation, intra-operative guidance and monitoring, post-operative follow-up, and training. By enabling advanced clinical applications such as automated volumetric organ segmentation and virtual treatment simulation, EDDA Technology aims to improve early disease detection and diagnosis, ultimately enhancing patient outcomes.

Lightmatter specializes in developing photonic chips that leverage light for data processing and communication, significantly enhancing the speed and efficiency of artificial intelligence computations. By utilizing integrated optical technology, the company designs processors that accelerate key operations in neural networks through programmable photonic elements, which are fabricated alongside traditional transistors. This innovative approach allows for improved performance in applications such as image recognition and natural language processing while maintaining low power consumption. Lightmatter's technology primarily serves sectors including artificial intelligence, cloud computing, and telecommunications, positioning the company as a leader in light-based computing solutions.

Powerlaw AI is a developer of artificial intelligence technology aimed at enhancing the efficiency of legal processes. Focusing on the legal sector, the company employs advanced AI to empower legal services through products and services such as intelligent information retrieval, legal knowledge management, and smart contract review. By utilizing natural language processing, Powerlaw AI's platform identifies key points and figures in contracts and legal documents, enabling lawyers to manage cases more effectively. The company is dedicated to improving the work efficiency of legal practitioners while making intelligent, convenient, and cost-effective legal services accessible to the public.

Seeking Intelligent Control specializes in the development of intelligent quality detection systems for industrial automation. The company employs artificial intelligence technology to enhance traditional empirical value estimation methods, thereby improving the accuracy of quality assessments. Additionally, Seeking Intelligent Control offers a quality control cloud platform that integrates and analyzes data related to the quality of production equipment within enterprises. This innovative approach enables businesses to enhance their production levels and operational efficiency, facilitating better decision-making and optimizing overall performance.

Muxi is dedicated to providing full-stack GPU chips and heterogeneous computing solutions that can be widely used in cutting-edge fields such as artificial intelligence, smart cities, data centers, cloud computing, autonomous driving, digital twins, metaverse, and so on. It builds full-stack GPU chip products, launching MXN series GPUs (Xi Si) for AI reasoning, MXC series GPUs (Xi Yun) for AI training and general computing, and MXG series GPUs (Xi Cai) for graphics rendering, Meet the computing power requirements of data centers for "high energy efficiency" and "high versatility". Mu Xi's products all use independently developed GPU IP, have instruction sets and architectures with completely independent intellectual property rights, and are outfitted with a complete software stack (MACAMACA) compatible with mainstream GPU ecosystems. In September 2020, the company was founded in Shanghai, and it has wholly-owned subsidiaries and R&D centers in Beijing, Nanjing, Chengdu, Hangzhou, Shenzhen, and Wuhan.

Houmo.AI is a semiconductor company founded in 2020 by Dr. Wu Qiang, specializing in integrated circuit storage technology tailored for artificial intelligence and high-power computing applications. The company focuses on developing intelligent computing chips that cater to the growing demand for computing power in the AI sector. By leveraging innovative technologies, Houmo.AI aims to deliver chips that offer significant performance improvements while maintaining low power consumption and affordability. This approach enables enterprises to manufacture advanced intelligent robotics and other AI-integrated electronics, ultimately striving to meet the challenges of true artificial intelligence.

Blofin is a fintech company leveraging big data and AI to deliver tailored advanced financial services to users.Also provides asset management services by focusing on small and medium-sized Quantitative Hedge Funds to provide capital investments, lower trading fees, and other financial services.

Zhuizhi Technology specializes in providing technology services tailored for fast-selling retail companies, offering integrated smart retail solutions. The company's expertise encompasses store digitization, traffic conversion from offline to online platforms, precise member marketing, and enhancements to the shopping experience. Additionally, Zhuizhi Technology focuses on improving store floor efficiency and internal operations within the retail sector. Its product lineup includes mobile management assistant applets, smart cash registers, and various hardware terminals, all designed to facilitate intelligent management and boost sales efficiency for retail businesses. By addressing both the middle and front office needs, Zhuizhi Technology aims to empower merchants with the tools necessary for effective business management.

MegaRobo is an AI and robotics company based in Beijing, China, that focuses on automating life science research and clinical diagnosis. Founded in 2016, the company develops collaborative robots and advanced automation solutions tailored for life science companies and scientific research institutions. By integrating robotics and artificial intelligence technology into practical applications, MegaRobo aims to enhance research efficiency and provide innovative laboratory services. Its commitment to the life sciences sector positions it as a key player in the advancement of intelligent automation in scientific research.

Founded in early 2018, JG is a smart home operating system developer dedicated to building an AIOT intelligent platform that provides AI edge computing and video cloud solutions that connect end-product manufacturing brands, OEMs and consumers around the world. The founding team members are from companies and institutions such as Amazon, Dajiang, Segway, Tsinghua, and Swiss Federal Institute of Technology.

Datacloak, Inc. is a Shenzhen-based company that specializes in developing a computing platform focused on data security and privacy protection. The firm offers solutions that enable enterprises to store, access, and share data securely, employing technologies that facilitate secure communication between devices and company networks. Datacloak's offerings include enterprise computing, cloud computing, and artificial intelligence, which together create software-defined adaptive computing environments. This technology supports a decentralized approach to data storage, management, and transmission, allowing organizations to enhance their operational capabilities by integrating private and hybrid cloud environments.

QuickDecision is an innovative programmatic market research platform, which overturns the traditional marketing industry. Based on creative AI and programmatic technologies, and users interaction research approaches, QuickDecision obtains reliable insight and market trends, supporting business decision-making.

SemiDrive is a developer of advanced semiconductor products tailored for the automotive industry, focusing on applications such as autonomous driving and smart vehicle technologies. The company specializes in creating high-performance core processor chips and microprocessors designed for intelligent driving systems, including advanced driver-assistance systems (ADAS) and in-car entertainment. By adopting a fabless manufacturing model, SemiDrive emphasizes research and development to provide innovative solutions that address the challenges associated with smart driving chips. Its offerings include intelligent cabin systems and automatic controllers, positioning the company as a key player in the evolution of automotive technology.

TaiMei Technology is a digital innovator specializing in the research and development sector of the life sciences industry. The company has created a comprehensive digital platform that facilitates clinical research by offering insights into various stages of drug development, pharmacovigilance, marketing, and market access. By leveraging advanced technologies such as artificial intelligence, big data, cloud computing, and mobile internet, TaiMei provides integrated solutions that support industry stakeholders throughout the entire product life cycle. The platform encompasses a range of functionalities, including clinical data management, medical imaging, trial management, and drug monitoring, all aimed at enhancing clinical research efficiency. Ultimately, TaiMei Technology is focused on building the future infrastructure of the life sciences industry to expedite product launches, improve drug safety, and enhance accessibility for patients and healthcare providers.

Smartcat operates a translation automation platform designed to enhance and streamline translation processes while improving quality. The platform utilizes intelligent quality assurance checks and artificial intelligence algorithms to create a continuous translation delivery loop that connects businesses with translators. By offering a free collaborative workflow tool and access to a marketplace of translation professionals, Smartcat enables content companies to automate their translation tasks and reduce operational costs. This comprehensive approach aims to optimize the language industry, benefiting both customers and service providers.

Cyclone Robotics specializes in developing and selling artificial intelligence software products designed to enhance operational efficiency across various industries. The company focuses on creating digital employee solutions that help enterprises improve business operations while significantly reducing personnel and system construction costs. With independent copyright and intellectual property, Cyclone Robotics offers integrated solutions tailored for sectors such as finance, insurance, retail, and technology. The company's innovative products have been successfully implemented in notable organizations, including state-owned banks and leading companies in home appliances and automotive retail, earning positive feedback from clients. Cyclone Robotics aims to empower businesses by enabling them to streamline processes, minimize errors, and allow employees to concentrate on higher-value tasks.

Zhuizhi Technology specializes in providing technology services tailored for fast-selling retail companies, offering integrated smart retail solutions. The company's expertise encompasses store digitization, traffic conversion from offline to online platforms, precise member marketing, and enhancements to the shopping experience. Additionally, Zhuizhi Technology focuses on improving store floor efficiency and internal operations within the retail sector. Its product lineup includes mobile management assistant applets, smart cash registers, and various hardware terminals, all designed to facilitate intelligent management and boost sales efficiency for retail businesses. By addressing both the middle and front office needs, Zhuizhi Technology aims to empower merchants with the tools necessary for effective business management.

nference, Inc. is a biotechnology company that offers an AI-based software platform designed to synthesize fragmented biomedical knowledge from various sources, including biomedical literature, molecular data, and real-world datasets. Founded in 2013 and headquartered in Cambridge, Massachusetts, with additional offices in Bengaluru, Toronto, and Rochester, nference provides advanced neural network models for the automated extraction of insights from scientific, clinical, regulatory, and commercial datasets. The company focuses on facilitating drug discovery, life cycle management, and precision medicine, enabling healthcare professionals and biopharmaceutical companies to develop personalized diagnostics and treatments for patients. By transforming electronic medical record data into actionable insights, nference addresses critical challenges in drug discovery and clinical research, enhancing patient care through comprehensive biological and clinical understanding.

Datacloak, Inc. is a Shenzhen-based company that specializes in developing a computing platform focused on data security and privacy protection. The firm offers solutions that enable enterprises to store, access, and share data securely, employing technologies that facilitate secure communication between devices and company networks. Datacloak's offerings include enterprise computing, cloud computing, and artificial intelligence, which together create software-defined adaptive computing environments. This technology supports a decentralized approach to data storage, management, and transmission, allowing organizations to enhance their operational capabilities by integrating private and hybrid cloud environments.

Trifo is an AI home robot company founded in 2016 and headquartered in Santa Clara, California, with additional offices in Shenzhen and Beijing, China. The company specializes in designing and manufacturing integrated hardware and software systems for indoor home environments, particularly focusing on vacuum robots. These robots possess advanced sensing, perception, and decision-making capabilities, allowing them to interact with and organize home spaces effectively. Trifo's products leverage artificial intelligence to understand the physical and semantic aspects of their surroundings, enabling them to learn new skills over time. Additionally, the company develops software and a Software Development Kit (SDK) to facilitate the integration of its products into user projects, enhancing the overall user experience in home automation.

Caicloud is a private company based in Hangzhou, China, specializing in cloud computing and artificial intelligence. Founded in July 2015, Caicloud has developed a Kubernetes-based Cluster-as-a-Service (CaaS) platform, enhancing its offerings with features such as security management, DevOps capabilities, and application orchestration. The latest iteration, CaaS 2.0, integrates with public clouds in China and supports on-premise infrastructures, serving numerous Fortune 500 companies. Additionally, Caicloud introduced TensorFlow-as-a-Service (TaaS), which operates on its CaaS, providing a comprehensive "Cloud + AI" solution that includes automatic anomaly detection and data-driven troubleshooting. The company also contributes to the open-source community by maintaining Kubernetes projects and has released tools like Cyclone, a Kubernetes-native CI/CD project, further demonstrating its commitment to advancing cloud computing technologies.

Origin Space is China's pioneering company focused on the exploration and utilization of space resources. Its primary objective is to develop mineral resources, particularly rare metals, found in near-Earth asteroids. To achieve this, the company plans to deploy a multi-band space telescope that will observe the characteristic spectrum of these asteroids to determine their mineral composition and select suitable mining targets. Origin Space aims to conduct the first asteroid landing, detection, and sampling return missions. By leveraging long-term aviation technology expertise, the company seeks to provide essential data, technology, and commercial solutions for space activities, ultimately aiming to alleviate pressure on Earth's resources and promote sustainable development.

Xigua City is an online computer programming education platform for children. Xigua City released the X Plan strategy, which uses AI and big data as the starting point, and use technology to promote curriculum development, teaching services, and learning experience iterative upgrade. This improves the LEAP curriculum system, promote learning evaluation based on AI+ Big Data and upgrade the teaching intelligent assistant system to build an active community. Xigua City was founded on 2013 and is headquartered in Hangzhou, China.

RootCloud is a Beijing-based cloud computing platform founded in 2016 that specializes in Internet of Things (IoT) and industrial applications. The company connects industrial assets through various layers, including connection, platform, and application layers, to empower industries end-to-end. RootCloud targets machine manufacturers, equipment users, governmental regulatory agencies, and social organizations, offering services that encompass online machine management, smart manufacturing, research and development, and energy solutions. With over 10 years of experience, the company provides IoT and big data services globally, focusing on life-cycle management and digital transformation for large-scale manufacturing enterprises. By delivering software-as-a-service on the public cloud, RootCloud develops digital applications and solutions that enhance operational efficiency and improve product quality for its clients.

SemiDrive is a developer of advanced semiconductor products tailored for the automotive industry, focusing on applications such as autonomous driving and smart vehicle technologies. The company specializes in creating high-performance core processor chips and microprocessors designed for intelligent driving systems, including advanced driver-assistance systems (ADAS) and in-car entertainment. By adopting a fabless manufacturing model, SemiDrive emphasizes research and development to provide innovative solutions that address the challenges associated with smart driving chips. Its offerings include intelligent cabin systems and automatic controllers, positioning the company as a key player in the evolution of automotive technology.

Lightmatter specializes in developing photonic chips that leverage light for data processing and communication, significantly enhancing the speed and efficiency of artificial intelligence computations. By utilizing integrated optical technology, the company designs processors that accelerate key operations in neural networks through programmable photonic elements, which are fabricated alongside traditional transistors. This innovative approach allows for improved performance in applications such as image recognition and natural language processing while maintaining low power consumption. Lightmatter's technology primarily serves sectors including artificial intelligence, cloud computing, and telecommunications, positioning the company as a leader in light-based computing solutions.

Donde is transforming the online shopping experience by using its award winning AI, Computer Vision, and Natural Language Processing technology to help E-commerce sites mimic the way their customers think about products. By integrating Donde’s technology, retailers are able to react faster to trends, reduce operational overhead, shorten the purchase time and improve the user experience. Donde’s SaaS platform is being used by the biggest e-commerce companies in the world to provide intuitive visual discovery based on the product visual features - rather than words. Based in NY and TLV with an amazing team, experts in Cloud and AI technology with deep expertise in Retail. The company is backed by a phenomenal network of advisors and investors such as Waze CEO, Mobileye's first investor, CNN founder and Ali Express Co-founder.

Itilite Technologies Private Limited, founded in 2017 and based in Bengaluru, India, provides a software-as-a-service (SaaS) platform focused on corporate travel and expense management. The platform simplifies the travel booking process for businesses and startups, allowing employees to plan and book trips in under 90 seconds through personalized recommendations. Utilizing artificial intelligence, Itilite delivers comprehensive travel management features, including detailed reports, savings analyses, and customizable rewards programs. This functionality enhances control over travel expenditures, ensures compliance with company policies, and offers real-time insights, ultimately enabling organizations to optimize their travel operations and reduce annual spending.

Ruixin Smart Medical develops real-time monitoring equipment for the detection of cardiovascular and cerebrovascular diseases. It is researching and developing intelligent medical platforms based on artificial intelligence, simulation, and cloud computing, so as to deeply mine the information in medical data to more accurately assess the condition and guide treatment. The company was founded in 2017 and is headquartered in Shenzhen.

Elens specializes in the development of artificial intelligence technologies focused on semantic understanding. The company offers independent intellectual property products that excel in natural language processing, text mining, multidimensional analysis, intelligent search, and machine learning. By leveraging these technologies, Elens enhances the efficiency of enterprises through real-time data mining and precise analysis. Their solutions enable businesses and government entities to effectively analyze both internal and external data, leading to reduced development costs and improved knowledge management.

Trifo is an AI home robot company founded in 2016 and headquartered in Santa Clara, California, with additional offices in Shenzhen and Beijing, China. The company specializes in designing and manufacturing integrated hardware and software systems for indoor home environments, particularly focusing on vacuum robots. These robots possess advanced sensing, perception, and decision-making capabilities, allowing them to interact with and organize home spaces effectively. Trifo's products leverage artificial intelligence to understand the physical and semantic aspects of their surroundings, enabling them to learn new skills over time. Additionally, the company develops software and a Software Development Kit (SDK) to facilitate the integration of its products into user projects, enhancing the overall user experience in home automation.

TokenInsight is a company based in China that specializes in providing data and rating services for the cryptocurrency market. It is dedicated to enhancing market transparency by offering an extensive token database, industry research algorithms, and advanced rating systems. The company aims to deliver accurate and unbiased information to both individual consumers and professional businesses, ensuring that its reporting meets high standards. Through its commitment to transparency and institutional research methodologies, TokenInsight seeks to be a reliable source of information in the rapidly evolving cryptocurrency landscape.

Datacloak, Inc. is a Shenzhen-based company that specializes in developing a computing platform focused on data security and privacy protection. The firm offers solutions that enable enterprises to store, access, and share data securely, employing technologies that facilitate secure communication between devices and company networks. Datacloak's offerings include enterprise computing, cloud computing, and artificial intelligence, which together create software-defined adaptive computing environments. This technology supports a decentralized approach to data storage, management, and transmission, allowing organizations to enhance their operational capabilities by integrating private and hybrid cloud environments.

Smartcat operates a translation automation platform designed to enhance and streamline translation processes while improving quality. The platform utilizes intelligent quality assurance checks and artificial intelligence algorithms to create a continuous translation delivery loop that connects businesses with translators. By offering a free collaborative workflow tool and access to a marketplace of translation professionals, Smartcat enables content companies to automate their translation tasks and reduce operational costs. This comprehensive approach aims to optimize the language industry, benefiting both customers and service providers.

nference, Inc. is a biotechnology company that offers an AI-based software platform designed to synthesize fragmented biomedical knowledge from various sources, including biomedical literature, molecular data, and real-world datasets. Founded in 2013 and headquartered in Cambridge, Massachusetts, with additional offices in Bengaluru, Toronto, and Rochester, nference provides advanced neural network models for the automated extraction of insights from scientific, clinical, regulatory, and commercial datasets. The company focuses on facilitating drug discovery, life cycle management, and precision medicine, enabling healthcare professionals and biopharmaceutical companies to develop personalized diagnostics and treatments for patients. By transforming electronic medical record data into actionable insights, nference addresses critical challenges in drug discovery and clinical research, enhancing patient care through comprehensive biological and clinical understanding.

LLVISION was founded in 2014 by an elite team from Google, Lenovo, Microsoft, Intel, China Aeronautics, Nokia, Broadcom, etc.Their mission is to help the industry leaders intellectualize business processes through the first perspective innovation linked with multi-dimension connections, cognition and synergy and upgraded human-machine collaboration.

TaiMei Technology is a digital innovator specializing in the research and development sector of the life sciences industry. The company has created a comprehensive digital platform that facilitates clinical research by offering insights into various stages of drug development, pharmacovigilance, marketing, and market access. By leveraging advanced technologies such as artificial intelligence, big data, cloud computing, and mobile internet, TaiMei provides integrated solutions that support industry stakeholders throughout the entire product life cycle. The platform encompasses a range of functionalities, including clinical data management, medical imaging, trial management, and drug monitoring, all aimed at enhancing clinical research efficiency. Ultimately, TaiMei Technology is focused on building the future infrastructure of the life sciences industry to expedite product launches, improve drug safety, and enhance accessibility for patients and healthcare providers.

Xigua City is an online computer programming education platform for children. Xigua City released the X Plan strategy, which uses AI and big data as the starting point, and use technology to promote curriculum development, teaching services, and learning experience iterative upgrade. This improves the LEAP curriculum system, promote learning evaluation based on AI+ Big Data and upgrade the teaching intelligent assistant system to build an active community. Xigua City was founded on 2013 and is headquartered in Hangzhou, China.

Caicloud is a private company based in Hangzhou, China, specializing in cloud computing and artificial intelligence. Founded in July 2015, Caicloud has developed a Kubernetes-based Cluster-as-a-Service (CaaS) platform, enhancing its offerings with features such as security management, DevOps capabilities, and application orchestration. The latest iteration, CaaS 2.0, integrates with public clouds in China and supports on-premise infrastructures, serving numerous Fortune 500 companies. Additionally, Caicloud introduced TensorFlow-as-a-Service (TaaS), which operates on its CaaS, providing a comprehensive "Cloud + AI" solution that includes automatic anomaly detection and data-driven troubleshooting. The company also contributes to the open-source community by maintaining Kubernetes projects and has released tools like Cyclone, a Kubernetes-native CI/CD project, further demonstrating its commitment to advancing cloud computing technologies.

Lightmatter specializes in developing photonic chips that leverage light for data processing and communication, significantly enhancing the speed and efficiency of artificial intelligence computations. By utilizing integrated optical technology, the company designs processors that accelerate key operations in neural networks through programmable photonic elements, which are fabricated alongside traditional transistors. This innovative approach allows for improved performance in applications such as image recognition and natural language processing while maintaining low power consumption. Lightmatter's technology primarily serves sectors including artificial intelligence, cloud computing, and telecommunications, positioning the company as a leader in light-based computing solutions.

Xpeng Motors is a Chinese electric vehicle and technology company that specializes in the design and manufacture of smart cars. The company emphasizes local market needs and prioritizes consumer experience, integrating advanced autonomous driving features and internet-connected technologies into its vehicles. This approach aims to enhance the overall functionality and appeal of their cars, making them more than just traditional vehicles. Additionally, Xpeng Motors has a subsidiary, Xpeng Robotics, which focuses on developing smart robots as part of its broader mobility ecosystem.

RootCloud is a Beijing-based cloud computing platform founded in 2016 that specializes in Internet of Things (IoT) and industrial applications. The company connects industrial assets through various layers, including connection, platform, and application layers, to empower industries end-to-end. RootCloud targets machine manufacturers, equipment users, governmental regulatory agencies, and social organizations, offering services that encompass online machine management, smart manufacturing, research and development, and energy solutions. With over 10 years of experience, the company provides IoT and big data services globally, focusing on life-cycle management and digital transformation for large-scale manufacturing enterprises. By delivering software-as-a-service on the public cloud, RootCloud develops digital applications and solutions that enhance operational efficiency and improve product quality for its clients.

Xpeng Motors is a Chinese electric vehicle and technology company that specializes in the design and manufacture of smart cars. The company emphasizes local market needs and prioritizes consumer experience, integrating advanced autonomous driving features and internet-connected technologies into its vehicles. This approach aims to enhance the overall functionality and appeal of their cars, making them more than just traditional vehicles. Additionally, Xpeng Motors has a subsidiary, Xpeng Robotics, which focuses on developing smart robots as part of its broader mobility ecosystem.

PerceptIn, Inc. is a visual intelligence company based in Sunnyvale, California, founded in 2016. The company specializes in providing perception, insight, and intelligence solutions through a combination of hardware and software. Its offerings include the PerceptIn Robotics Vision System, which features a visual inertial module designed for real-time tracking and mapping with centimeter-level accuracy. PerceptIn's technology is applicable across various sectors, catering to customers such as robot manufacturers, VR/AR device creators, content developers, and gaming companies. The company is notable for its focus on integrating advanced visual intelligence capabilities into a wide range of devices, from IoT-grade robots to autonomous vehicles. With approximately 30 employees and offices in both California and Shenzhen, China, PerceptIn has secured significant funding to support its growth and innovation in the rapidly evolving field of robotics and visual intelligence.

12 Sigma Technologies, founded in April 2015, specializes in modern medical image diagnosis and medical data analysis, leveraging advanced artificial intelligence technology. The company focuses on the integration of medical imaging and AI, recognizing the substantial potential in this combination for enhancing diagnostic capabilities. To advance its offerings, 12 Sigma has established partnerships with General Electric to co-develop smart diagnostic products aimed at addressing conditions such as tumors and cardiovascular diseases. Additionally, the company collaborates with over 50 leading hospitals in China to conduct applied medical diagnostics, technical research, and clinical trials, positioning itself as a key player in the healthcare technology sector.

Mashgin Inc. specializes in manufacturing intelligent kiosks that facilitate self-checkout at various retail environments, including cafés, convenience stores, and specialty shops. Founded in 2013 and based in Mountain View, California, the company utilizes advanced computer vision and deep learning technologies to streamline the checkout process. Its kiosks can recognize and process multiple items simultaneously, allowing customers to scan products based on their visual features such as color, shape, and size. This innovative system can be deployed quickly and at a lower cost compared to other self-checkout solutions. Currently, Mashgin's technology is in use at hundreds of locations, serving tens of thousands of customers daily.

Taulia Inc. is a technology company specializing in supply chain management and financing solutions, utilizing artificial intelligence to enhance business operations. Founded in 2009 and headquartered in San Francisco, California, with additional offices in several international locations, Taulia offers a range of services aimed at optimizing working capital. These services include dynamic discounting, supply chain finance, cash forecasting, invoice automation, and supplier management. The company provides solutions for both buyers and suppliers, enabling early payment options, electronic invoicing, and self-service tools that promote supplier independence. By transforming invoices into revenue opportunities and facilitating easier participation in e-invoicing, Taulia aims to strengthen supplier relationships and unlock financing opportunities for businesses. The company has also established a strategic partnership with KPMG to further enhance its offerings.

Qrativ, Inc. is a biotechnology company based in Cambridge, Massachusetts, founded in 2017. It specializes in developing an AI-driven healthcare platform, known as Darwin.ai, which focuses on identifying new treatments for rare diseases with unmet medical needs. By leveraging machine learning and artificial intelligence, Qrativ's drug purposing platform facilitates the discovery and development of new uses for existing molecules, aiming to provide patients with access to treatments that are currently unavailable in the market. The company collaborates with biotechnology and pharmaceutical firms to enhance their research and development efforts in addressing these critical healthcare challenges.

Trifo is an AI home robot company founded in 2016 and headquartered in Santa Clara, California, with additional offices in Shenzhen and Beijing, China. The company specializes in designing and manufacturing integrated hardware and software systems for indoor home environments, particularly focusing on vacuum robots. These robots possess advanced sensing, perception, and decision-making capabilities, allowing them to interact with and organize home spaces effectively. Trifo's products leverage artificial intelligence to understand the physical and semantic aspects of their surroundings, enabling them to learn new skills over time. Additionally, the company develops software and a Software Development Kit (SDK) to facilitate the integration of its products into user projects, enhancing the overall user experience in home automation.

Caicloud is a private company based in Hangzhou, China, specializing in cloud computing and artificial intelligence. Founded in July 2015, Caicloud has developed a Kubernetes-based Cluster-as-a-Service (CaaS) platform, enhancing its offerings with features such as security management, DevOps capabilities, and application orchestration. The latest iteration, CaaS 2.0, integrates with public clouds in China and supports on-premise infrastructures, serving numerous Fortune 500 companies. Additionally, Caicloud introduced TensorFlow-as-a-Service (TaaS), which operates on its CaaS, providing a comprehensive "Cloud + AI" solution that includes automatic anomaly detection and data-driven troubleshooting. The company also contributes to the open-source community by maintaining Kubernetes projects and has released tools like Cyclone, a Kubernetes-native CI/CD project, further demonstrating its commitment to advancing cloud computing technologies.

Yihang.ai specializes in developing autonomous driving systems, providing a comprehensive auto-driving solution known as AutoPilot. Established in 2015 and headquartered in Beijing, the company focuses on high reliability, quality, and cost-effectiveness in its products. Yihang.ai has successfully commercialized its Autopilot function, which incorporates advanced algorithms and deep learning technologies to enhance automotive control systems, thereby reducing driver burden and improving safety. The company's expertise lies in artificial intelligence, particularly in sensing, decision-making, control, and fault diagnosis. Its team is composed of professionals from the automotive industry and experts in computer vision and deep learning, with backgrounds from both domestic and international original equipment manufacturers, Tier 1 suppliers, and prestigious academic institutions.

Mor.AI is an artificial intelligence company focusing on Cognitive Computing and Natural Language Understanding technology. It serves as a Conversational Services Search Platform, based on in-house voice interaction of ‘Noise reduction+Automatic Speech Recognition + Multi-round dialogue+Knowledge Graph’. In the cloud, Mor.AI connected services and contents of 50+ fields and provided 10+ transaction services. Through mainly voice interaction and with the Conversational Services Search Platform, Mor.AI built Internet of Things and Internet of Vehicles. In the home appliance industry, Mor.AI is in in-depth cooperation with manufacturers such as vivo, Konka, TCL and Sharp. In the automotive industry, it is in partnership with a number of international and local car manufacturers, for instance, Mercedes-Benz and SAIC MAXUS.

TaiMei Technology is a digital innovator specializing in the research and development sector of the life sciences industry. The company has created a comprehensive digital platform that facilitates clinical research by offering insights into various stages of drug development, pharmacovigilance, marketing, and market access. By leveraging advanced technologies such as artificial intelligence, big data, cloud computing, and mobile internet, TaiMei provides integrated solutions that support industry stakeholders throughout the entire product life cycle. The platform encompasses a range of functionalities, including clinical data management, medical imaging, trial management, and drug monitoring, all aimed at enhancing clinical research efficiency. Ultimately, TaiMei Technology is focused on building the future infrastructure of the life sciences industry to expedite product launches, improve drug safety, and enhance accessibility for patients and healthcare providers.

Beijing Sensing Technology, a hi-tech innovative company dedicating to artificial intelligence, integrates development, production and sale in business. Always striving to make a breakthrough in face recognition technology, the Company aims to build customized industry solutions of artificial intelligence and mega data analysis. Supported by academic resources of Tsinghua University and Beihang University and with talent and technology as the core, deep learning based face recognition technology leads the industry and can be taken advantage of to develop intelligent and comprehensive solutions in intelligent security and safety, intelligent finance, intelligent building, intelligent transportation, intelligent medicine and intelligent community, in order to offer competitive artificial intelligent solutions and services for customers.

We are bringing back the personal touch lost when businesses migrated to the internet. We all have our favorite brands. But it breaks our heart when they try to engage us with generic experiences, canned messages, and random pop-ups. And we know the future is not just remembering a visitor’s first name — it’s about delivering a personal experience optimized for each person. We are using the power of AI to help online businesses create personalized and delightful experiences for their users. We saw the amazing potential of machine learning while working at Google years ago. But instead of developing it for the big companies, we want to make it accessible for every business. That’s our mission at ByteGain.

TaiMei Technology is a digital innovator specializing in the research and development sector of the life sciences industry. The company has created a comprehensive digital platform that facilitates clinical research by offering insights into various stages of drug development, pharmacovigilance, marketing, and market access. By leveraging advanced technologies such as artificial intelligence, big data, cloud computing, and mobile internet, TaiMei provides integrated solutions that support industry stakeholders throughout the entire product life cycle. The platform encompasses a range of functionalities, including clinical data management, medical imaging, trial management, and drug monitoring, all aimed at enhancing clinical research efficiency. Ultimately, TaiMei Technology is focused on building the future infrastructure of the life sciences industry to expedite product launches, improve drug safety, and enhance accessibility for patients and healthcare providers.

TaiMei Technology is a digital innovator specializing in the research and development sector of the life sciences industry. The company has created a comprehensive digital platform that facilitates clinical research by offering insights into various stages of drug development, pharmacovigilance, marketing, and market access. By leveraging advanced technologies such as artificial intelligence, big data, cloud computing, and mobile internet, TaiMei provides integrated solutions that support industry stakeholders throughout the entire product life cycle. The platform encompasses a range of functionalities, including clinical data management, medical imaging, trial management, and drug monitoring, all aimed at enhancing clinical research efficiency. Ultimately, TaiMei Technology is focused on building the future infrastructure of the life sciences industry to expedite product launches, improve drug safety, and enhance accessibility for patients and healthcare providers.

Empirical Systems is making it possible for everyone to do rigorous statistical analysis, even when their data is expensive, sparse, or complex. Empirical’s AI, developed over 10 years at the MIT Probabilistic Computing Project as BayesDB, automates analysis of tabular data, creates generative models, and offers probabilistic answers to ad hoc queries.

nference, Inc. is a biotechnology company that offers an AI-based software platform designed to synthesize fragmented biomedical knowledge from various sources, including biomedical literature, molecular data, and real-world datasets. Founded in 2013 and headquartered in Cambridge, Massachusetts, with additional offices in Bengaluru, Toronto, and Rochester, nference provides advanced neural network models for the automated extraction of insights from scientific, clinical, regulatory, and commercial datasets. The company focuses on facilitating drug discovery, life cycle management, and precision medicine, enabling healthcare professionals and biopharmaceutical companies to develop personalized diagnostics and treatments for patients. By transforming electronic medical record data into actionable insights, nference addresses critical challenges in drug discovery and clinical research, enhancing patient care through comprehensive biological and clinical understanding.

ICHunt.com is a B2B trading platform based in Shenzhen, China, specializing in global electronic components. Launched in 2015, it serves small and medium-sized microelectronics enterprises, offering a comprehensive range of off-the-shelf electronic components and services. The platform facilitates the entire process of sourcing electronic components, including search selection, purchasing, consignment, and delivery. By utilizing digital technologies, big data, and artificial intelligence, ICHunt.com enhances inventory turnover and procurement efficiency for its users. This approach aims to streamline the supply chain and reduce transaction costs, ultimately supporting the operational needs of businesses in the electronic component sector.

Wingspan is engaged in the research and development of artificial intelligence software, specifically tailored for the medical field. The company has developed a cloud-based medical imaging diagnostic platform that aims to transform traditional diagnostic services. By utilizing mobile Internet technology, Wingspan offers comprehensive medical imaging services that enhance accuracy and efficiency in disease analysis and diagnosis. Their advanced deep learning networks analyze millions of scans, enabling the automatic identification of diseases, which supports healthcare professionals in delivering effective diagnoses. This innovative approach not only improves patient outcomes but also aims to reduce the overall cost of medical care.

ICHunt.com is a B2B trading platform based in Shenzhen, China, specializing in global electronic components. Launched in 2015, it serves small and medium-sized microelectronics enterprises, offering a comprehensive range of off-the-shelf electronic components and services. The platform facilitates the entire process of sourcing electronic components, including search selection, purchasing, consignment, and delivery. By utilizing digital technologies, big data, and artificial intelligence, ICHunt.com enhances inventory turnover and procurement efficiency for its users. This approach aims to streamline the supply chain and reduce transaction costs, ultimately supporting the operational needs of businesses in the electronic component sector.