Recently, International Data Corporation (IDC)IDC) released a technology assessment report titled "China's Generative AI Application Development Platform Market: The Beginning of a Unified AI Development Platform for Enterprises" in Beijing.
According to the report, organizations need a unified AI development platform to scale generative AI applications. This platform can help management, staff, and technology departments at all levels unify the management of data, models, and applications. idc highlights a number of essential capabilities for a generative AI application development platform, including data preparation, model tuning, RAG/Prompt support, model deployment, and ensuring application security.
In addition, IDC mentions that the definition of a big model platform has not yet been standardized in the market, and that in the future, enterprises will need a comprehensive AI development platform, in which a big model platform will be one of the key features.
IDC expects the generative AI software market size in China to reach $3.54 billion by 2025. With the improvement of the basic capabilities of the big model and the innovation of the application form, the future big model platform will gradually differentiate into the underlying platform and the intelligent body development platform, the former will be integrated with the enterprise data analytics and machine learning development platform, and the latter will develop in the direction of low-code no-code.
IDC China AI research director Lu Yanxia said that although the basic big model capabilities will continue to rapidly improve in 2024, generative AI applications are also gradually landing, but is still in the early stages, industry participants need to pay close attention to the evolution of the basic model capabilities and generative AI application products of the latest developments.