What is the enterprise brain: the enterprise brain is a set of comprehensive artificial intelligence capability development system, is the underlying technology system for the application development of artificial intelligence capability, and is also the necessary methods and tools for the realization of artificial intelligence.
Enterprise brain composition:
The enterprise brain in a narrow sense is composed of data, algorithms and arithmetic power. The data is similar to the knowledge or information pre-inputted by the human brain; the algorithm is a neural network function equation, which generally contains a "knowledge graph construction system" and a "deep learning operating system"; the knowledge graph construction system is a technical method that simulates the human mind to realize artificial intelligence; the deep learning operating system is a technical method that simulates the human mind to realize artificial intelligence; and the deep learning operating system is a technical method to realize artificial intelligence. The knowledge graph construction system is a technical method to simulate the human mind to realize artificial intelligence; the deep learning operating system is a technical method to simulate the neural network structure of the human brain to realize artificial intelligence; the last is the arithmetic power, that is, the computational power, which is a relatively abstract concept, but manifested in the physical is the "chip". The above three elements are integrated together using IT technology to form a complete human-like brain.
What the enterprise brain can do:
One is for a specific type of data in a business field, to provide the basic AI learning, prediction, analysis of such data, "horizontal" tasks, such as computer vision, natural language processing tasks, etc.;
The other is oriented to the business of the specific needs of the relatively specialization and analysis.
The other is business-oriented, specific needs, relatively special and personalized "vertical" tasks, such as intelligent risk control in the financial sector, the e-commerce field of product recommendation and the more common user profile construction, and so on.
In terms of these two types of AI tasks, either type of task can be independent of external services, or can be mixed up with each other to integrate, combine, and form AI solutions to support more complex business scenarios.
The operation logic of the enterprise brain: including data preprocessing and knowledge extraction, fusion, algorithm construction and training, external API docking management, and other core functions, deployed through a private cloud, can help organizations (enterprises, governments, universities, research institutes, etc.) to provide a full-stack AI empowerment platform, which the enterprise's informatization department and its technical engineers (including free developers) can use as a platform. The AI application development can be used as a platform for enterprise information technology departments and their technical engineers (including free developers) to carry out self AI skill learning and AI application development.
In short, the enterprise brain is the standard configuration of the enterprise from the past empirical decision-making to the machine intelligent decision-making, but also the traditional large enterprises to realize the digital transformation of the indispensable ability to configure the foundation. The current application areas are petrochemical, energy, manufacturing, finance, education and so on.