Industry Information

Zhongke Raitu: Driving the Future of Industry AI Agents with the “Data + AI” Dual Engine

Sep. 25, 2025

In recent years, artificial intelligence technology has been evolving from general-purpose large models toward deep industry applications. Multimodal integration, AI agent technology, and their combination with real-world industries have become key trends. Against this backdrop, industry-level intelligent computing systems powered by the “data + AI” dual engine are gradually becoming the core infrastructure for enterprise digital transformation. As a pioneer in this field, Beijing Zhongke Raitu Technology Co., Ltd., leveraging its self-developed RatuOS intelligent computing system, is promoting the deep integration and application of AI technology across sectors such as mobility, education, scientific research, cultural tourism, and defense.


Zhongke Raitu: Driving the Future of Industry AI Agents with the “Data   AI” Dual Engine

1. Technology Trends: From Large Models to Industry AI Agents


Currently, AI development shows three clear trends:


  1. Multimodal integration as the new standard: Unified understanding and generation of text, voice, images, video, and other multimodal data have become fundamental requirements for AI systems. This not only enhances the naturalness of human-computer interaction but also provides crucial data support for intelligent decision-making in complex scenarios.

  2. AI agents moving from concept to implementation: AI agents with perception, memory, reasoning, and execution capabilities are increasingly taking on the role of “digital employees” in specific industries. They can leverage enterprise private data and business processes to perform diverse tasks, from knowledge Q&A and task scheduling to risk warning and management.

  3. Explosion of industry-specific customization needs: Although general-purpose large models are powerful, they face challenges in high-specialty or highly sensitive sectors, including outdated knowledge and high compliance risks. Therefore, “industry models + private deployment” has become the preferred choice for finance, defense, government, and other fields.


In response to these trends, Zhongke Raitu’s RatuOS system is built around a “data + algorithm + computing power” trinity architecture, offering enterprises full-chain support from data integration and model training to AI agent development.


Zhongke Raitu: Driving the Future of Industry AI Agents with the “Data AI” Dual Engine

2. Technology Base — RatuOS: The Operating System for the Intelligent Era


RatuOS is an enterprise-grade intelligent computing system composed of three core platforms:


  1. RatuData: Handles multi-source data integration, governance, analysis, and visualization. It supports unified management of IoT devices, structured and unstructured data, and builds enterprise data asset maps.

  2. RatuAI: Provides end-to-end algorithm services, from annotation and training to fine-tuning and large model inference. It includes over a hundred pre-trained models and datasets, supporting private deployment and compliant usage.

  3. RatuBrain: An AI agent development platform that supports multimodal knowledge base construction, tool invocation, and multi-agent collaboration, enabling enterprises to quickly build AI assistants with specialized capabilities.


This system not only offers the management capabilities of traditional data platforms but also emphasizes an “AI-native” design, supporting vector databases, graph neural networks, and multimodal alignment technologies, providing a solid foundation for perception, cognition, and action of industry AI agents.


3. Zhongke Raitu: An Industry-Focused AI Agent Technology Provider


Founded in 2022, Zhongke Raitu is a young enterprise, yet it demonstrates deep technical expertise and a clear strategic vision. Its core team comes from Fortune 500 companies and research institutions, with technical personnel accounting for 80% of staff. The company has applied for over 40 invention patents and earned multiple credentials, including National High-Tech Enterprise and Beijing “Specialized and Innovative” SME.


In terms of business layout, Zhongke Raitu focuses on a dual strategy of “platform + industry”:


  1. Platform level: RatuOS has a mature product portfolio, supporting a closed-loop process from data integration to AI agent development.

  2. Industry level: The company has implemented benchmark cases across multiple verticals:

  3. Mobility: Applications such as driver behavior analysis systems and vehicle profiling AI agents help automakers and operators reduce accidents, optimize vehicle management, and achieve “vehicle-human-road” collaborative intelligence.

  4. Education and research: AI teaching assistant platforms for universities enable automatic course knowledge graph generation, 24/7 Q&A, and learning analytics, promoting full-scene intelligence in teaching, learning, research, and management.

  5. Enterprise services: Lightweight applications such as travel planning AI agents and legal assistance AI agents enhance operational efficiency and user experience.

  6. Defense and scientific research: Collaborations with top research institutions to build “Innovation AI Agents” support technology transfer and intelligent resource matching across industrial chains.


4. Future Outlook: Empowering Industry Intelligence


As AI enters a “deep industry model” stage, Zhongke Raitu’s commitment to the “data + AI” dual-engine path aligns closely with industrial demand. The company not only provides technological products but also emphasizes co-building an ecosystem of industry AI agents with clients, translating AI capabilities into tangible business value.


Looking ahead, Zhongke Raitu will continue to invest in multimodal understanding, agent collaboration, and edge computing, expanding solutions for emerging scenarios such as low-altitude economy, embodied intelligence, and smart energy, supporting China’s industrial intelligence upgrade.


Amid the deep integration of AI technology and the real economy, Zhongke Raitu demonstrates strong potential as a one-stop provider of industry models and AI agent technology services, combining a solid technical platform, clear industry strategy, and rapid deployment capability. Under the vision of “Insight for a thousand miles, journey with technology”, it is emerging as a key force in driving China’s industrial intelligence transformation.


Preview of Major Industrial Event: Driving Global Industry Collaboration


In 2026, the China International New Energy Vehicle Technology, Components, and Services Expo will gather global technology and product showcases. The event provides an international cooperation platform for supply chain enterprises, reflecting efforts to build a mature and comprehensive supply chain ecosystem in China.


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Highlights Not to Be Missed:

  • Global Industry Collaboration: Trade discussions focusing on the new energy vehicle industry across multiple countries.

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Participation Guide:

  • Date: March 13–16, 2026

  • Location: Beijing · New China International Exhibition Center, Phase II (Hall A1)


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