Preteckt, Inc. operates a cloud-based platform that specializes in predicting and prescribing maintenance diagnostics for vehicles, catering primarily to connected and autonomous vehicle manufacturers and service providers. Established in 2015 and headquartered in Memphis, Tennessee, with an additional location in Hamilton, Canada, Preteckt offers vehicle prognostics-as-a-service (VPaaS) that leverages proprietary real-time automotive data architecture. This architecture employs advanced AI, deep learning, and machine learning algorithms to analyze raw sensor data in real time, enabling users to detect potential issues early and improve maintenance efficiency. By providing a 100x speed advantage over conventional Big Data solutions, Preteckt ensures real-time diagnostics with zero false positives, ultimately helping fleets, municipalities, telematics service providers, and original equipment manufacturers reduce maintenance costs and enhance technician productivity.
Preteckt, Inc. operates a cloud-based platform that specializes in predicting and prescribing maintenance diagnostics for vehicles, catering primarily to connected and autonomous vehicle manufacturers and service providers. Established in 2015 and headquartered in Memphis, Tennessee, with an additional location in Hamilton, Canada, Preteckt offers vehicle prognostics-as-a-service (VPaaS) that leverages proprietary real-time automotive data architecture. This architecture employs advanced AI, deep learning, and machine learning algorithms to analyze raw sensor data in real time, enabling users to detect potential issues early and improve maintenance efficiency. By providing a 100x speed advantage over conventional Big Data solutions, Preteckt ensures real-time diagnostics with zero false positives, ultimately helping fleets, municipalities, telematics service providers, and original equipment manufacturers reduce maintenance costs and enhance technician productivity.
Esperanto Technologies Inc. specializes in developing energy-efficient computing solutions utilizing the open standard RISC-V instruction set architecture (ISA). Founded in 2014 and headquartered in Mountain View, California, with additional offices in Austin, Texas; Portland, Oregon; and Barcelona, Spain, the company focuses on addressing the demands of artificial intelligence, machine learning, and deep learning applications. By leveraging the RISC-V ISA, Esperanto aims to provide high-performance solutions that meet the needs of computationally intensive workloads while promoting flexibility and scalability. The founding team, with extensive experience in processor design and architecture, is committed to driving innovation in computing by offering clean-sheet solutions that avoid the limitations of legacy systems.
Arch Systems Inc. designs and develops a device-to-cloud modular hardware platform for industrial Internet of Things (IoT) applications. The company’s device-to-cloud hardware is used for a range of custom IoT applications from electronics to mobile and cloud. Its hardware platform allows clients to design custom connected devices and take them to production, as well as enables software developers to create physical applications for sectors, such as food, water, and energy. The company was founded in 2015 and is based in Mountain View, California.
Doc.ai, Inc. is a Palo Alto-based company that focuses on developing artificial intelligence technologies to enhance medical research and care delivery. Established in 2016, the company offers a medical research companion application designed for personal-omics data collection and digital health trials, allowing participants to earn financial rewards. Its poly-omics data pipeline efficiently processes various forms of medical data for analysis and model building. In addition to its consumer-facing app, Doc.ai licenses AI modules and develops products for a diverse clientele, including payors, pharmaceutical companies, healthcare providers, and patient organizations. The company also provides Crestle.ai, a deep learning platform for data science analysis, and Net Runner, which facilitates on-device execution of computer vision machine learning models.
Automation Hero goes beyond traditional RPA by natively integrating AI to form an enterprise-ready intelligent process automation platform. By intelligently automating repetitive and time-consuming tasks, Automation Hero improves information worker productivity and drives more successful, optimized business outcomes. Its powerful backend focuses on three key areas: augmenting employee decision making, eliminating repetitive and time-consuming tasks and automating common customer asks. The platform offers both unattended and attended automations. Its attended version is personified by Robin, a proactive, adaptive and interactive AI assistant to create an approachable integration between AI and humans. Automation Hero empowers organizations to modernize legacy systems without adding heavy IT resources through seamless integration.
Maidbot is on a mission to bridge the gap between robots and humans - starting with Rosie - the world's very first housekeeping robot for hotels and commercial buildings. Like a self-driving car, Rosie navigates intelligently through the space while cleaning floors and collecting invaluable operational and environmental data. Maidbot's automated systems deliver unprecedented value to hotel operators, room attendants, and hotel guests. There are three major issues Maidbot is tackling: *Housekeeping is the highest variable cost regardless of the hotel. *Room attendants have the highest injury rates in the service sector. *Current commercial cleaning practices are inconsistent and hard to objectively manage. By using Maidbot's systems, hotel and commercial cleaning operators will see an increase in profitability; healthier and happier staff; and higher guest satisfaction. In addition, room attendants will be able to focus on less strenuous tasks - ultimately reducing injury rates. Finally, guests will have a more enjoyable experience through consistent cleanliness and more flexible check-in and check-out times. Given the size and scale of the hospitality market, a lack of innovation in the field, and the potential to improve the health and safety of room attendants; Maidbot transforms the industry by leveraging the power of robotics. By solving the two biggest issues in housekeeping – time and injuries – Maidbot revolutionizes commercial cleaning - one bot at a time.
Lightform, Inc. is a San Francisco-based company founded in 2014 that specializes in computer vision and hardware for projected augmented reality. The company develops a desktop application that enables users to create animated content for various scenes, as well as update and control projectors wirelessly using laptops or smartphones. Lightform's technology allows for the integration of its system with any projector, facilitating the creation of immersive experiences through light. In addition to its core offerings, the company provides 3D scanning options and cloud services to enhance the user experience and support its products.
Magnetic Insight, Inc. specializes in magnetic particle imaging (MPI), a novel imaging modality that detects iron oxide nanoparticle tracers using time-varying magnetic fields. The company has developed several key products, including the MOMENTUM imager, a pre-clinical MPI solution that produces detailed images through advanced reconstruction techniques, and VivoTrax, a nanoparticle designed for cell tracking and as a blood pool agent in pre-clinical studies. Additionally, the company offers Hyper, a module for localized magnetic hyperthermia, and Relax, which focuses on particle relaxometry. Founded in 2012 and based in Alameda, California, Magnetic Insight is dedicated to enhancing preclinical diagnostics and research by enabling quantitative cell tracking, imaging vascular functions, and detecting metastatic tumors, thereby addressing significant challenges in clinical and translational research.
Creator Inc. is a San Francisco-based start-up that specializes in designing and developing robotic systems for the food service industry, particularly focusing on hamburger production. Founded in 2009, the company offers innovative robots that automate the entire process of making gourmet burgers from scratch. These robots handle everything from grinding fresh meat to slicing vegetables and assembling the final product, all while ensuring high-quality standards. This culinary automation enables burger restaurants, food trucks, and vending applications to provide gourmet-quality offerings at competitive prices without the need for human intervention. The team is composed of experts in robotics and culinary arts, drawing from prestigious institutions and renowned culinary backgrounds. Creator aims to revolutionize the way burgers are prepared and served, merging technology with food to enhance the dining experience.
InsightRX is a cloud-based software platform that utilizes quantitative pharmacology and machine learning to enhance individualized treatment for patients. By providing clinical decision support tools at the point of care, the platform assists healthcare professionals in optimizing treatment decisions based on real-time patient data. InsightRX integrates clinically validated pharmacokinetic models, patient physiology, pharmacogenomics, drug concentrations, and biomarkers to refine dosing strategies. It also employs disease-based pharmacodynamics models to further inform treatment choices at both individual and population levels. Founded in 2015 and headquartered in San Francisco, InsightRX aims to improve treatment effectiveness and deliver direct benefits to patients through its innovative technology.
Abundant Robotics, Inc. is dedicated to automating orchard harvests through advanced robotic technology, specifically focusing on apple harvesting. Founded in 2015 and located in Hayward, California, the company provides Harvest-as-a-Service solutions that leverage robotics to enhance productivity in agriculture. By integrating computer vision and machine learning, Abundant Robotics develops systems designed to efficiently pick apples, enabling farmers to reduce labor costs and increase yield. The company emerged from research conducted at SRI International, where experts in robotics collaborated to address significant challenges in the agricultural sector. Abundant Robotics aims to deliver practical solutions that meet the urgent needs of farmers, contributing to a more efficient and sustainable agricultural industry.
WiBotic Inc. specializes in wireless charging and power optimization solutions primarily for robotic systems, including aerial, mobile, and underwater vehicles. Founded in 2014 and based in Seattle, the company offers a range of products such as wireless charging systems, onboard chargers, transmitters, antenna coils, and integrated options. Additionally, WiBotic provides battery intelligence and fleet management software designed to enhance the operational efficiency of robotic fleets, maximizing battery life and reducing charging and maintenance costs. Its technology enables automatic detection of robots or drones, facilitating seamless charging as they approach the wireless platform. WiBotic's solutions are characterized by their safety, reliability, scalability, and ease of implementation, making them suitable for various industrial applications.
Grabango develops checkout-free shopping technology for the retail industry, utilizing hardware tools and computer vision software. Founded in 2016 and based in Berkeley, California, the company employs cameras and shelf sensors to track customer interactions with products. As customers add items to their carts, the system identifies and counts these purchases, allowing for a seamless checkout experience. Once finished, customers can pay via a registered payment method on their smartphones and leave the store without waiting in line. Grabango's technology is designed to integrate with existing brick-and-mortar stores, accommodating various retail formats from convenience stores to larger grocers, and aims to enhance the shopping experience by streamlining the payment process and eliminating queues.
RBC Signals LLC is a global provider of space communication technologies and services, established in 2015 and based in Redmond, Washington. The company specializes in offering real-time communication solutions for satellite operators in various orbits, including geostationary (GEO), low Earth orbit (LEO), and medium Earth orbit (MEO). RBC Signals operates a worldwide network of ground stations, which includes both company-owned and partner-owned antennas, leveraging a sharing economy model to enhance service delivery. This network enables clients to access their spacecraft efficiently, improving data processing and transmission capabilities while maintaining affordability, flexibility, and low latency. Additionally, the company’s platform aggregates unused capacity from existing ground stations, allowing operators to optimize revenue potential.
Ripcord, Inc., a robotic digitization company, develops automation software for robotic digitization. It offers Canopy, a solution that uses artificial intelligence and machine learning to capture, enrich, and organize its customers’ important content; and enables enterprises to streamline their business processes. Ripcord, Inc. was formerly known as Ripcord Digital, Inc. and changed its name to Ripcord, Inc. in June 2017. The company was founded in 2014 and is headquartered in Los Angeles, California.
Plutoshift is an operational data platform founded in 2017 and based in Palo Alto, California. The company focuses on empowering operators to automate performance monitoring across various industrial workflows. By leveraging existing data collection systems, Plutoshift enhances data workflows and delivers a unified view of physical infrastructure performance. Its platform aims to drive return on investment for businesses by reducing resource consumption and operating costs. Additionally, Plutoshift facilitates data-driven operations by transferring insights and artificial intelligence from back-office functions to front-line operators, managers, and executives, enabling them to automatically monitor critical processes and access actionable information.
Cobalt Robotics, Inc. designs and manufactures indoor security robots that collaborate with human security personnel. These robots are capable of patrolling various environments, including warehouses, schools, offices, hospitals, data centers, and museums, while detecting intruders and identifying anomalies. Equipped with advanced mapping and sensing technologies, as well as features for human-robot interaction, Cobalt's robots enhance security measures by providing real-time monitoring and response capabilities. Founded in 2016 by Erik Schluntz and Travis Deyle, the company is headquartered in San Mateo, California.
SynTouch Inc., founded in 2008 and based in Montrose, California, specializes in tactile evaluation sensors that enhance machines' ability to perceive touch similarly to humans. The company offers the BioTac Toccare, a biomimetic device that provides advanced tactile awareness and dexterity. Additionally, SynTouch has developed NumaTac sensors, which are designed to improve the functionality of prosthetic hands and assistive robotic arms. Its proprietary Tactile Evaluation Instrument quantifies the tactile qualities of materials and consumer products with precision surpassing that of human experts. This technology aids manufacturers in product design and quality control by providing accurate touch data, enabling the optimization of product feel to meet consumer preferences.
Maidbot is on a mission to bridge the gap between robots and humans - starting with Rosie - the world's very first housekeeping robot for hotels and commercial buildings. Like a self-driving car, Rosie navigates intelligently through the space while cleaning floors and collecting invaluable operational and environmental data. Maidbot's automated systems deliver unprecedented value to hotel operators, room attendants, and hotel guests. There are three major issues Maidbot is tackling: *Housekeeping is the highest variable cost regardless of the hotel. *Room attendants have the highest injury rates in the service sector. *Current commercial cleaning practices are inconsistent and hard to objectively manage. By using Maidbot's systems, hotel and commercial cleaning operators will see an increase in profitability; healthier and happier staff; and higher guest satisfaction. In addition, room attendants will be able to focus on less strenuous tasks - ultimately reducing injury rates. Finally, guests will have a more enjoyable experience through consistent cleanliness and more flexible check-in and check-out times. Given the size and scale of the hospitality market, a lack of innovation in the field, and the potential to improve the health and safety of room attendants; Maidbot transforms the industry by leveraging the power of robotics. By solving the two biggest issues in housekeeping – time and injuries – Maidbot revolutionizes commercial cleaning - one bot at a time.
Shaper Tools develops innovative digital augmentation technology for power tools, aiming to simplify the process of precise cutting and fabrication. The company's flagship product integrates a standard handheld router with advanced location-tracking capabilities, allowing for accurate adjustments under computer control. Founded in 2011 in Los Angeles, California, Shaper Tools was previously known as Taktia LLC. In 2018, it became a subsidiary of TTS Tooltechnic Systems AG & Co. KG. The company emphasizes a user-centered approach, leveraging mixed reality to create intuitive interfaces that enhance accessibility and efficiency in precision cutting tasks.
Matternet is a technology platform for urban aerial delivery. In March 2017, Matternet became the first company in the world to be authorized for urban drone delivery operations in Switzerland. In May 2018, the company was selected to participate in the FAA's Drone Integration Pilot Program for operations in North Carolina and San Diego. In March 2019, Matternet and UPS announced a partnership to implement drone delivery services at US hospitals and launched the first ongoing revenue drone delivery operation in US history at Wakemed in North Carolina.
Founded in 2011, Matternet is headquartered in Mountain View, California
3Scan, Inc. specializes in developing advanced microscopy tools and software for automated tissue sectioning and imaging, primarily aimed at enhancing large-scale sample analysis and 3D visualizations. Founded in 2010 and based in San Francisco, California, the company focuses on addressing diseases that manifest at the tissue level, including cancer, heart disease, and neurodegenerative disorders. By integrating automation, machine learning, and computer vision, 3Scan's technology enables researchers and medical professionals to achieve greater throughput, improved quantification, and extensive image analysis compared to traditional histopathology methods. This data-driven approach aims to deepen the understanding of tissue biology, facilitating the discovery of new diagnostics and therapeutics. 3Scan was acquired by Transcriptic, Inc. in 2019.
Simbe Robotics, Inc. is a San Francisco-based company founded in 2014 that specializes in autonomous robotic solutions for the retail industry. Its flagship product, Tally, automates the tedious tasks of auditing store shelves, such as identifying out-of-stock and low-stock items, locating misplaced products, and detecting pricing errors. The robot operates safely during normal store hours, allowing it to navigate aisles alongside shoppers and employees. By capturing real-time inventory data, Tally enables retail staff to enhance operational efficiency and improve inventory management, ultimately streamlining store performance and supporting informed decision-making.
Iron Ox, Inc. specializes in the development of autonomous robotic greenhouses aimed at producing fresh, pesticide-free farm products. Founded in 2015 and based in San Carlos, California, the company utilizes plant science, machine learning, and robotics to enhance the availability, quality, and flavor of leafy greens and culinary herbs, including varieties such as romaine lettuce, kale, and basil. By focusing on innovative agricultural technology, Iron Ox aims to make naturally grown and chemical-free produce accessible to consumers everywhere.
Arch Systems Inc. designs and develops a device-to-cloud modular hardware platform for industrial Internet of Things (IoT) applications. The company’s device-to-cloud hardware is used for a range of custom IoT applications from electronics to mobile and cloud. Its hardware platform allows clients to design custom connected devices and take them to production, as well as enables software developers to create physical applications for sectors, such as food, water, and energy. The company was founded in 2015 and is based in Mountain View, California.
Kinara specializes in developing low-power programmable processors, specifically vision processing units designed for computer vision and image processing applications. The company's innovative technology is faster and more energy-efficient than traditional GPU and DSP processing methods, making it suitable for a range of markets, including mobile systems, data centers, and automotive. Kinara's offerings include a comprehensive stack of real-time deep learning software tailored for computer vision, enabling small devices such as drones, robots, and IoT cameras to incorporate embedded computer vision capabilities. Established in 2013 and headquartered in Sunnyvale, California, Kinara aims to enhance the performance of modern computer vision solutions while reducing power consumption.
Prenav, Inc. specializes in developing automated systems for infrastructure inspection, leveraging advanced drone technology and AI. Founded in 2013 and based in San Carlos, California, the company’s innovative platform combines commercial drones, ground guidance robots, and sophisticated software to conduct precise inspections of complex structures such as cell towers, wind turbines, and bridges. Their technology enables drones to navigate with centimeter-level accuracy, allowing for the inspection of critical components like bolts and cabling, while also capturing detailed imagery to create accurate 3D models of industrial assets. This approach significantly enhances safety and efficiency by replacing traditional inspection methods, which often involve climbing or scaffolding, with automated, cost-effective solutions. With a strong team of experts in robotics and computer vision, Prenav is focused on addressing fundamental challenges in the field and expanding its capabilities for various industrial applications.
DotDashPay buils a payment systems that allow consumers to seamlessly transact and enable merchants to analyze and control the entire payment experience.
AirMap, Inc. is a digital airspace and automation company that specializes in providing software solutions to enhance drone operations in low-altitude airspaces. Founded in 2015 and headquartered in Santa Monica, California, with additional offices in Europe and Asia, the company offers a UAS Traffic Management (UTM) platform that integrates airspace geometries, restrictions, terrain data, and population density information. This platform facilitates airspace automation, flight automation, and dataflow automation, ensuring low-altitude situational awareness for various stakeholders, including airspace authorities, enterprise operators, and developers. AirMap aims to support the integration of drones into everyday life by organizing critical low-altitude information, enabling safe and efficient drone flight across multiple applications such as agriculture, public safety, and aerial photography. The company collaborates with industry partners and is actively involved in initiatives like the Small UAV Coalition and the NASA UTM program to advance the future of unmanned aviation.
HWTrek Corp. operates a cloud-based platform designed for hardware innovators, including startups, crowdfunding creators, and small to medium-sized companies. Founded in 1995 and based in Taipei, Taiwan, HWTrek's Project Development Hub aids users in planning, developing, and launching hardware projects. The platform facilitates product development management and connects users with manufacturing and supply chain experts, creating a tailored management flow for each project. By fostering collaboration within its ecosystem of industry partners, HWTrek ensures that innovators receive optimal support and guidance, helping them navigate the complexities of bringing new hardware products to market efficiently and effectively. This approach aims to deliver high-quality products on time and within budget.
Alces provides retailers, manufacturers, and app developers with a high-resolution 3D camera for creating photorealistic 3D models. Its innovative 3D camera captures texture and depth detail at a quality level on par with enterprise-focused laser scanning solutions. It was founded in 2013 and headquartered in Park City, Utah.
IAM Robotics, LLC is a robotics company founded in 2012 and based in Sewickley, Pennsylvania, specializing in mobile picking robots designed for autonomous order fulfillment and material handling. The company's flagship product, Swift, autonomously navigates warehouse aisles to pick products and retrieve bins, enhancing efficiency in logistics operations. In addition to Swift, IAM Robotics offers Swiftlink, a software interface that facilitates robot operation, and Flash, a product dimensioner and photo booth for accurate inventory management. The company serves various industries, including pharmaceuticals, health and beauty products, e-commerce, and grocery, aiming to optimize warehouse processes through innovative robotic solutions.
Transcend Robotics Inc. specializes in developing advanced ground-based robotic mobility solutions that navigate stairs and obstacles without the need for complex software or electronics. Utilizing its proprietary Articulated Traction Control (ARTI) technology, the company offers a range of products designed for various applications, including 3D mapping, telepresence, construction management, and industrial inspections. Its key offerings include the ARTI3 mobility platform, which allows integrators to deploy sensors and electronics across multiple industries; the ARTI3 Vantage, tailored for operations in hazardous environments; and the ARTI3 TELETRAK, which enhances mobile telepresence at construction sites and manufacturing facilities. Established in 2015 and headquartered in Oakland, California, Transcend Robotics aims to improve human experiences through innovative machine mobility.
Shenzhen ORVIBO Electronics Co., Ltd. is a Chinese technology company specializing in Internet-of-Things (IoT) and smart hardware products. The company develops a diverse range of solutions, including Wi-Fi smart devices such as sockets, remote control systems, switches, and alarms, as well as RF and ZigBee wireless products that encompass home security devices, controllers, and smart locks. ORVIBO also offers smart monitoring systems for both indoor and outdoor environments, catering to residential, commercial, and public spaces like hotels, schools, and hospitals. In addition to individual consumer products, the company provides IoT solutions for manufacturers in various sectors, including household appliances and lighting. ORVIBO collaborates with notable chip manufacturers to enhance its technological offerings, which include advanced features for home automation, security, and energy management. The company is headquartered in Shenzhen, China, and employs a team of engineers and designers dedicated to advancing smart home technology.
Percolata is a Palo Alto-based startup that provides an integrated hardware and software solution designed to assist retailers in predicting in-store customer traffic. Utilizing video, audio, and mobile fingerprinting technologies, the platform employs artificial intelligence and predictive analytics to forecast sales and foot traffic hourly at each location. This capability enables retailers to optimize staffing levels, ensuring that employees are available when customers require assistance, while also reducing the costs associated with over- and understaffing. Percolata's innovative approach has the potential to enhance sales performance by up to 30%, making it a valuable tool for retail operations and marketing strategies. The company has garnered support from prominent investors including Andreessen Horowitz, Menlo Ventures, Foundation Capital, and Google Ventures.
Oculii is an advanced radar sensor developer specializing in 4D radar design and fusion. 4D sensors have traditionally been the domain of high power, expensive military grade radar or laser systems. Backed by top-tier Silicon Valley angel investors and VCs - they've turned this paradigm on its head, leveraging advanced sensor fusion techniques to manufacture smarter, high precision sensors and systems. Their technology allows us to extract unprecedented accuracy, range, and 4D positioning information from commodity off the shelf low-cost radar elements, bringing high resolution radar imaging to the next frontier.
Roost, founded in 2014 and based in Sunnyvale, California, specializes in smart home technology by providing an online platform that enables consumers to upgrade their existing home products into smart connected devices. The company focuses on simplifying the installation process and offers one-step retrofitting solutions, making smart home functionality accessible and affordable. Roost aims to revolutionize the smart home experience by emphasizing ease of use and integration with current household items, allowing users to enhance their living environments without the need for extensive renovations or new installations.
AbleCloud is an advanced product concepts in the IoT cloud platform. AbleCloud pioneered Matrix, the first PaaS development platform in the Internet of Things, to help IoT enterprises rapidly, flexibly and cost-effectively implement IoT devices. Matrix is also the first IoT cloud platform in China to achieve credible certification through the Ministry of Industry and Information Technology. AbleCloud introduced Inspire, the first big data analysis platform for IoT in China, tailored the analysis, discovery and value transformation platform for IoT devices for IoT devices, users and maintenance. AbleCloud has built Genius, the industry-leading business platform for IoT, which helps IoT enterprises realize remote visual management, refine business operations and seamlessly collaborate with multiple parties.
Weft, Inc. is a global logistics data company based in Cambridge, Massachusetts, that specializes in providing real-time asset intelligence to enhance supply chain operations. Established in 2013 and operating as a subsidiary of Genscape, Inc., Weft integrates various tracking technologies, including Wi-Fi, BLE, GPS, satellite, and GPRS, to offer insights into logistics processes. The company's platform allows users to monitor and manage their assets, setting alerts for conditions such as location, temperature, and vibrations. By leveraging predictive analytics, Weft helps shippers anticipate potential bottlenecks by analyzing current locations and planned routes against historical data, enabling proactive adjustments to improve delivery timelines. The platform is accessible through web and mobile applications, and it collaborates with ERP providers, telecommunications companies, and logistics firms to extend its reach and capabilities within the industry.
Incorporated in 2011, Megvii is committed to make greatest value for customers and the whole society with extraordinary technology. Megvii is an Artificial Intelligence company specialized in providing enterprises and developers with intelligent solutions and data services, and is dedicated to the mission of “Create machines that can see and think”. Based on its original deep learning system Brain++, Megvii seeks to build AI Engine, a core fundamental technology powering various AI application. It is leveraging on recognition, control, optimization and other algorithms to connect individuals, objects and scenarios, building a product platform of IoT OS. It is connecting standardized hardware like sensors, robots and personal devices with AI+IoT (AIoT), thus commercializing three application-oriented IoT brains on a large scale, namely, city brain, supply chain brain, and personal life brain. Megvii is building an operation system for the era of AIoT. Megvii is an AIoT solutions expert.