As a pioneer in commercial weather service industry, Ninecosmos Technology has always adhered to a spirit of innovation and exploration, aiming to provide customers with precise, reliable, cost-effective and high-quality services. Recently, the company successfully completed the local deployment of the DeepSeek large language model and deeply integrated it into the core business of ocean shipping, significantly enhancing the intelligence and efficiency of business operations, and greatly strengthening data analysis and intelligent decision-making capabilities. This initiative represents not only a major breakthrough for Ninecosmos Technology in the application of large models in vertical fields but also a crucial step for the company in advancing towards a new phase of "data-driven, intelligent decision-making" in the weather routing service industry.

Major Upgrade: Striving for Excellence

Following the release of DeepSeek LLM framework, Ninecosmos Technology leveraged its years of expertise in shipping industry and its vast petabyte-scale data assets—including electronic nautical charts, vessel files, port data, navigation trajectories, marine meteorological data, legal regulations, shipping cases, and performance reports—to build a detailed and extensive data repository. Supported by a robust distributed computing cluster, the company established a solid foundation for data processing and model training. Additionally, our vertical industry knowledge base, enriched with shipping expertise, industry standards, and practical experience, gives it a unique advantage in applying LLM technology to real-world maritime scenarios.

Based on these advantages, Ninecosmos Technology is fully advancing the full-stack technology validation of large language models. During the model capability assessment phase, the team utilized various advanced evaluation metrics and methods to comprehensively analyze the applicability and performance of large language models in the shipping industry. Through extensive experimentation and data comparison, they precisely identified the model's strengths and weaknesses, providing robust data support for subsequent optimization and application.

Regarding private deployment adaptation, the team conducted in-depth research on model architecture and operational mechanisms, optimizing and adjusting the model in response to business needs and data security requirements to ensure stable and efficient operation in the company's private environment.

In the knowledge distillation phase for shipping business, professional knowledge was integrated into the model to enhance its understanding and processing of shipping business issues, achieving precise alignment with key business scenarios and laying a solid foundation for the intelligent upgrade of shipping operations.

Ninecosmos Technology is making full use of the technical breakthroughs of large language models in semantic understanding and logical reasoning. In terms of semantic understanding, the model can accurately and efficiently parse complex textual information in shipping business, whether interpreting shipping contract clauses or understanding professional terminology in shipping reports. In terms of logical reasoning, the model can make reasonable inferences and predictions about shipping business situations based on existing data and knowledge, providing scientific support for decision-making. Based on these technological advantages, Ninecosmos Technology has successfully built the foundational infrastructure for an intelligent shipping robot system, ensuring the system's stability and scalability.

Currently, the system has achieved preliminary results, forming five core functional modules: real-time vessel tracking, intelligent marine and meteorological analysis, intelligent route planning and risk assessment, automated report knowledge extraction, and scenario-based intelligent Q&A. The realization of these functional modules signifies that Ninecosmos Technology has constructed a complete intelligent service chain of "perception-analysis-decision-execution." The system has not only reduced the operating costs of individual vessels but, more importantly, transformed traditional shipping experience into reusable digital assets, providing the industry with a transformation paradigm from data governance to intelligent decision-making. This breakthrough has been verified on the China-Southeast Asia route, providing quantifiable technical support for its intelligent upgrade and propelling the entire shipping industry towards a new development phase characterized by safety, efficiency, and low carbon emissions.

Ninecosmos Technology has always kept pace with the cutting-edge trends of artificial intelligence and large model technologies. In addition to achieving significant progress in the vertical application of large language models, AI technology has also been continuously and deeply applied in weather routing businesses.

In response to the demand for precise forecasting in weather routing services, the intelligent computing technology R&D team has developed key technologies such as intelligent integration of multi-source marine and meteorological data, intelligent forecasting of marine and meteorological variables, intelligent correction with spatiotemporal scaling, and intelligent ensemble forecasting, successfully implementing the AI-GOMS marine large model in business applications.

At the same time, a vessel stall model driven by "data + knowledge" was constructed, significantly enhancing the core algorithm of weather routing—speed and ETA (Estimated Time of Arrival) prediction accuracy, thereby greatly improving the service quality and core competitiveness of our shipping products.

Looking Ahead: Sustaining Efforts

In the future, Ninecosmos Technology will continue to innovate in research and development of artificial intelligence and large model technologies, comprehensively testing and optimizing related technologies and intelligent products, achieving integration of core algorithm models with Ninecosmos ocean shipping Fleeteye system platform, and completing the intelligent upgrade of Fleeteye to provide customers with a more precise, intelligent, and convenient service experience.

Ninecosmos Technology consistently adheres to the philosophy of innovation, professionalism, and customer service, continuously exploring new technology applications to offer users high-quality products and services. Since its launch, the NIO has earned the trust of numerous domestic and international users due to its excellent performance and quality service, with the total number of voyages served nearing 10,000, fully demonstrating the significant position of Ninecosmos in the shipping industry. The deep integration of artificial intelligence and large model technologies is another important milestone on Ninecosmos technological innovation journey!

We firmly believe that the NIO will bring users a smarter, more efficient, and safer ocean navigation experience. In the future, we will continue to forge ahead, continuously optimizing our products, and contributing more efforts to the development of the shipping industry!