Preferred Networks Valuation, Funding & Investors

Yitu Technology is a Beijing-headquartered AI company deploying computer vision and machine learning in security, healthcare, and smart cities. Its products include facial recognition systems used in public safety projects across China and intelligent diagnosis tools for medical imaging.

Allen Control Systems is an Austin, Texas-based defense technology company that builds autonomous precision weapon systems for counter-drone defense. Its flagship product, Bullfrog, is an AI-powered robotic weapon station that uses computer vision and proprietary control systems to integrate with legacy and modern weapons, including the M240 and M2, for precision targeting against unmanned aerial threats. Founded by former U.S. Navy engineers, the company sells to the U.S. Department of Defense and allied militaries.

Odyssey is a company that creates multi-agent simulation frameworks for real-time interaction between human and artificial intelligence participants. These systems rely on reinforcement learning to test game environments and surface edge cases. Organizations apply the simulations to workforce training, defense scenarios, robotics development, and adaptive entertainment systems.

Ubtech Robotics Corp Ltd is engaged in design, production, commercialization, sales and marketing and research and development (R&D) of smart service robotic products and services. It offers consumer-level robots and appliances, enterprise-level smart service robotic products and services tailored for education, logistics and other sectors, are equipped to different extent with smart features that sense, interact, analyze and process human instructions and external environment such as mapping, temperature measurement and facial recognition.

Distyl AI is a provider of AI platforms and services that integrate into enterprise operations for sectors like healthcare, telecom, manufacturing, insurance, and retail. The Distillery Platform deploys and manages AI systems connecting to data sources, workflows, and infrastructure. San Francisco-based teams with experience from OpenAI, Apple, and Palantir offer custom research and technical deployments.

Hive supplies cloud-based AI for content understanding, search, and generation to Fortune 500 clients. San Francisco-headquartered since 2017, the company processes billions of API calls monthly with models for moderation, brand protection, and ad targeting. Hive raised $50 million in Series D funding at $2 billion valuation in 2021, employing 175 staff and 2.5 million labelers globally.

PhysicsX is a London-headquartered physical AI company that deploys machine learning across engineering lifecycles in aerospace, automotive, semiconductors, materials, and energy sectors. With offices in New York and Zurich, it partners with organizations like Airbus and Siemens on simulations for aerodynamics, structural optimization, and manufacturing processes. Founded in 2021, PhysicsX tools handle complex multiphysics problems to shorten design iterations.

Uniphore is a Palo Alto-headquartered provider of an AI platform for enterprise communications. Founded in 2008, the company deploys conversational intelligence tools including U-Analyze for speech analytics, U-Self-Serve for no-code bot creation, and U-Assist for real-time agent coaching. With offices in Chennai, London, and Hyderabad, it integrates with contact centers at Fortune 500 firms across retail, finance, and healthcare sectors using its Business AI Cloud architecture.

Fractal Analytics Ltd is engaged in the business of providing products and/or services relating to conversational AI solutions that enable automated, human-like conversations between organisations and people. The company operates through two business segments: (i) Fractal.ai, which provides AI services and products to develop customized solutions for client-specific use cases across industry-specific and cross-industry applications, and (ii) Fractal Alpha, which includes AI-related business activities. Through these segments, the company serves clients across various industries and business functions. The majority of the company's revenue is derived from the Fractal.ai segment. Geographically, it operates in the United States of America, Europe and APAC & Others.

Reconova Technologies Co Ltd is an AI company that provides visual AI technologies and products for enterprise clients. It is engaged in the research and development, design and sale of Visual Intelligents, commercial robots and intelligent passage devices. The company's product offerings include visual perception, visual cognition, and visual reasoning solutions applied across sectors including civil aviation, commercial spaces, and driving safety. The majority of the company's revenue is derived from the sale of Intelligent Civil Aviation, which covers the entire passenger journey including check-in, security screening, boarding, and customer service. Geographically, the maximum revenue is generated from the Chinese Mainland.

Vast is a Long Beach-headquartered space company engineering commercial space stations for low Earth orbit missions. Its Haven-1 outpost, set for 2025 launch via SpaceX Falcon 9, accommodates four crew members with Starlink connectivity and radiation shielding. Vast develops modular architectures supporting artificial gravity via rotation, in-space manufacturing bays, and science payloads, collaborating with NASA under CCSC-2 agreements for private astronaut flights.

Sineva is a Shenzhen-based robotics manufacturer producing transfer robots, test handlers, and intelligent factory automation systems. The company supplies equipment for semiconductor assembly, electronics testing, and service robotics applications in Asia.

Roark Aerospace is a Washington-headquartered developer of autonomous defense systems. Products include drone detection radars, counter-UAS effectors, unmanned ground vehicles, and hyperspectral sensors. The firm deploys drone-for-robot swarms and edge-based C2 platforms for real-time warfare. Roark Aerospace serves US military and allies with persistent surveillance solutions.

Field AI is a San Francisco-based developer of autonomy software for mobile robots operating in unstructured environments. Its Field Foundation Models enable platform-agnostic navigation for legged, wheeled, flying, and tracked robots without GPS, maps, or pre-programmed paths. Deployed at the edge for real-time processing, the technology supports applications in construction sites, energy facilities, mining operations, agriculture fields, manufacturing plants, power utilities, and defense sectors across North America and Europe.

Mind Robotics is a Tel Aviv-headquartered venture specializing in industrial artificial intelligence and robotics solutions. The company develops AI-driven robotic systems for manufacturing automation, including vision-guided assembly and quality inspection tools. Launched in 2020, it serves sectors like electronics and automotive with deployments in Israel and Europe.

Zelos is a Shenzhen-based autonomous driving company developing Level 4 robotaxi software and hardware for urban mobility in China. The stack includes LiDAR fusion perception, V2X infrastructure, and fleet management for 24/7 operations. Founded in 2019, Zelos operates pilot fleets in Guangzhou serving 10,000 rides monthly via WeChat mini-app bookings.

C3.ai Inc is an enterprise artificial intelligence company. The company provides software-as-a-service applications that enable customers to rapidly develop, deploy, and operate large-scale Enterprise AI applications across any infrastructure. It provides solutions under three divisions namely, The C3 AI Platform, which is an end-to-end application development and runtime environment for designing, developing, and deploying AI applications: C3 AI Applications, which is a portfolio of pre-built, extensible, industry-specific, and application-specific Enterprise AI applications: and C3 Generative AI, which combines the utility of large language models. Geographically the company derives revenue from North America, Europe, the Middle East and Africa, Asia Pacific, and the Rest of the World.

TRS Information Technology Co Ltd is a provider of artificial intelligence and big data technology and data services in China. The core business of a company includes software product development, industry application solutions and data analysis and mining cloud services, covering big data management, information security, Internet marketing and artificial intelligence.